var bibbase_data = {"data":"<img src=\"//bibbase.org/img/ajax-loader.gif\" id=\"spinner\"\n  style=\"display: none;\" alt=\"Loading..\" />\n\n<div id=\"bibbase\">\n\n  <script type=\"text/javascript\">\n    var bibbase = {\n      params: {\"bib\":\"http://picsolab.github.io/picsolab.bib\",\"jsonp\":\"1\",\"authorFirst\":\"1\",\"commas\":\"true\",\"group0\":\"year\",\"sort\":\"type\",\"host\":\"bibbase.org\"},\n      data: [{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Break Out of a Pigeonhole: A Unified Framework for Examining Miscaliberation, Bias and Stereotype in Recommender Systems\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Ahn\"],\"firstnames\":[\"Yongsu\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]}],\"year\":\"2024\",\"journal\":\"ACM Transactions on Intelligent Systems and Technology (TIST)\",\"url\":\"https://arxiv.org/pdf/2312.17443.pdf\",\"bibtex\":\"@article{tengVISPURVisualAids2023,\\n  title = {{{Break Out}} of a {{Pigeonhole}}: {{A Unified Framework}} for {{Examining Miscaliberation, Bias}} and {{Stereotype}} in {{Recommender Systems}}},\\n  author = {Ahn, Yongsu and Lin, Yu-Ru},\\n  year = {2024},\\n  journal = {ACM Transactions on Intelligent Systems and Technology (TIST)},\\n  url = {https://arxiv.org/pdf/2312.17443.pdf}\\n}\\n\\n\",\"author_short\":[\"Ahn, Y.\",\"Lin, Y.\"],\"key\":\"tengVISPURVisualAids2023\",\"id\":\"tengVISPURVisualAids2023\",\"bibbaseid\":\"ahn-lin-breakoutofapigeonholeaunifiedframeworkforexaminingmiscaliberationbiasandstereotypeinrecommendersystems-2024\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://arxiv.org/pdf/2312.17443.pdf\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":7,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"VISPUR: Visual Aids for Identifying and Interpreting Spurious Associations in Data-Driven Decisions\",\"shorttitle\":\"VISPUR\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Teng\"],\"firstnames\":[\"Xian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Ahn\"],\"firstnames\":[\"Yongsu\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]}],\"year\":\"2023\",\"journal\":\"IEEE Transactions on Visualization and Computer Graphics (TVCG)\",\"pages\":\"1–1\",\"url\":\"https://arxiv.org/pdf/2307.14448.pdf\",\"bibtex\":\"@article{tengVISPURVisualAids2023,\\n  title = {{{VISPUR}}: {{Visual Aids}} for {{Identifying}} and {{Interpreting Spurious Associations}} in {{Data-Driven Decisions}}},\\n  shorttitle = {{{VISPUR}}},\\n  author = {Teng, Xian and Ahn, Yongsu and Lin, Yu-Ru},\\n  year = {2023},\\n  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},\\n  pages = {1--1},\\n  url = {https://arxiv.org/pdf/2307.14448.pdf}\\n}\\n\\n\",\"author_short\":[\"Teng, X.\",\"Ahn, Y.\",\"Lin, Y.\"],\"key\":\"tengVISPURVisualAids2023-1\",\"id\":\"tengVISPURVisualAids2023-1\",\"bibbaseid\":\"teng-ahn-lin-vispurvisualaidsforidentifyingandinterpretingspuriousassociationsindatadrivendecisions-2023\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://arxiv.org/pdf/2307.14448.pdf\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":14,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Mapping Language Literacy at Scale: A Case Study on Facebook\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wu\"],\"firstnames\":[\"Shaomei\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Mason\"],\"firstnames\":[\"Winter\"],\"suffixes\":[]}],\"year\":\"2023\",\"journal\":\"EPJ Data Science\",\"doi\":\"10.1140/epjds/s13688-023-00388-4\",\"url\":\"https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-023-00388-4\",\"bibtex\":\"@article{linMappingLanguageLiteracy2023,\\n  title = {Mapping Language Literacy at Scale: A Case Study on {{Facebook}}},\\n  author = {Lin, Yu-Ru and Wu, Shaomei and Mason, Winter},\\n  year = {2023},\\n  journal = {EPJ Data Science},\\n  doi = {10.1140/epjds/s13688-023-00388-4},\\n  url = {https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-023-00388-4}\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\",\"Wu, S.\",\"Mason, W.\"],\"key\":\"linMappingLanguageLiteracy2023\",\"id\":\"linMappingLanguageLiteracy2023\",\"bibbaseid\":\"lin-wu-mason-mappinglanguageliteracyatscaleacasestudyonfacebook-2023\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-023-00388-4\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":7,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"A Weakly Supervised Classifier and Dataset of White Supremacist Language\",\"author\":[{\"firstnames\":[\"Michael\",\"Miller\"],\"propositions\":[],\"lastnames\":[\"Yoder\"],\"suffixes\":[]},{\"firstnames\":[\"Ahmad\"],\"propositions\":[],\"lastnames\":[\"Diab\"],\"suffixes\":[]},{\"firstnames\":[\"David\",\"West\"],\"propositions\":[],\"lastnames\":[\"Brown\"],\"suffixes\":[]},{\"firstnames\":[\"Kathleen\",\"M.\"],\"propositions\":[],\"lastnames\":[\"Carley\"],\"suffixes\":[]}],\"journal\":\"ACL\",\"year\":\"2023\",\"volume\":\"abs/2306.15732\",\"doi\":\"10.48550/arXiv.2306.15732\",\"url\":\"https://arxiv.org/pdf/2306.15732.pdf\",\"bibtex\":\"@article{Yoder2023AWS,\\n  title={A Weakly Supervised Classifier and Dataset of White Supremacist Language},\\n  author={Michael Miller Yoder and Ahmad Diab and David West Brown and Kathleen M. Carley},\\n  journal={ACL},\\n  year={2023},\\n  volume={abs/2306.15732},\\n  doi = {10.48550/arXiv.2306.15732},\\n  url = {https://arxiv.org/pdf/2306.15732.pdf}\\n}\\n\\n\",\"author_short\":[\"Yoder, M. M.\",\"Diab, A.\",\"Brown, D. W.\",\"Carley, K. M.\"],\"key\":\"Yoder2023AWS\",\"id\":\"Yoder2023AWS\",\"bibbaseid\":\"yoder-diab-brown-carley-aweaklysupervisedclassifieranddatasetofwhitesupremacistlanguage-2023\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://arxiv.org/pdf/2306.15732.pdf\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":5,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"FairSight: Visual Analytics for Fairness in Decision Making\",\"shorttitle\":\"FairSight\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Ahn\"],\"firstnames\":[\"Yongsu\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]}],\"year\":\"2019\",\"journal\":\"IEEE Transactions on Visualization and Computer Graphics (TVCG)\",\"pages\":\"1–1\",\"issn\":\"1077-2626\",\"doi\":\"10.1109/TVCG.2019.2934262\",\"url\":\"https://arxiv.org/pdf/1908.00176.pdf\",\"abstract\":\"Data-driven decision making related to individuals has become increasingly pervasive, but the issue concerning the potential discrimination has been raised by recent studies. In response, researchers have made efforts to propose and implement fairness measures and algorithms, but those efforts have not been translated to the real-world practice of data-driven decision making. As such, there is still an urgent need to create a viable tool to facilitate fair decision making. We propose FairSight, a visual analytic system to address this need; it is designed to achieve different notions of fairness in ranking decisions through identifying the required actions - understanding, measuring, diagnosing and mitigating biases - that together lead to fairer decision making. Through a case study and user study, we demonstrate that the proposed visual analytic and diagnostic modules in the system are effective in understanding the fairness-aware decision pipeline and obtaining more fair outcomes.\",\"bibtex\":\"@article{ahnFairSightVisualAnalytics2019,\\n  title = {{{FairSight}}: {{Visual Analytics}} for {{Fairness}} in {{Decision Making}}},\\n  shorttitle = {{{FairSight}}},\\n  author = {Ahn, Yongsu and Lin, Yu-Ru},\\n  year = {2019},\\n  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},\\n  pages = {1--1},\\n  issn = {1077-2626},\\n  doi = {10.1109/TVCG.2019.2934262},\\n  url = {https://arxiv.org/pdf/1908.00176.pdf},\\n  abstract = {Data-driven decision making related to individuals has become increasingly pervasive, but the issue concerning the potential discrimination has been raised by recent studies. In response, researchers have made efforts to propose and implement fairness measures and algorithms, but those efforts have not been translated to the real-world practice of data-driven decision making. As such, there is still an urgent need to create a viable tool to facilitate fair decision making. We propose FairSight, a visual analytic system to address this need; it is designed to achieve different notions of fairness in ranking decisions through identifying the required actions - understanding, measuring, diagnosing and mitigating biases - that together lead to fairer decision making. Through a case study and user study, we demonstrate that the proposed visual analytic and diagnostic modules in the system are effective in understanding the fairness-aware decision pipeline and obtaining more fair outcomes.},\\n}\\n\\n\",\"author_short\":[\"Ahn, Y.\",\"Lin, Y.\"],\"key\":\"ahnFairSightVisualAnalytics2019\",\"id\":\"ahnFairSightVisualAnalytics2019\",\"bibbaseid\":\"ahn-lin-fairsightvisualanalyticsforfairnessindecisionmaking-2019\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://arxiv.org/pdf/1908.00176.pdf\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":3,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Optimizing Respiratory Virus Surveillance Networks using Uncertainty Propagation\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Pei\"],\"firstnames\":[\"Sen\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Teng\"],\"firstnames\":[\"Xian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lewis\"],\"firstnames\":[\"Paul\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Shaman\"],\"firstnames\":[\"Jeffrey\"],\"suffixes\":[]}],\"journal\":\"Nature Communications\",\"volume\":\"12\",\"number\":\"1\",\"pages\":\"1–10\",\"year\":\"2021\",\"doi\":\"https://doi.org/10.1038/s41467-020-20399-3\",\"abstract\":\"Infectious disease prevention, control and forecasting rely on sentinel observations; however, many locations lack the capacity for routine surveillance. Here we show that, by using data from multiple sites collectively, accurate estimation and forecasting of respiratory diseases for locations without surveillance is feasible. We develop a framework to optimize surveillance sites that suppresses uncertainty propagation in a networked disease transmission model. Using influenza outbreaks from 35 US states, the optimized system generates better near-term predictions than alternate systems designed using population and human mobility. We also find that monitoring regional population centers serves as a reasonable proxy for the optimized network and could direct surveillance for diseases with limited records. The proxy method is validated using model simulations for 3,108 US counties and historical data for two other respiratory pathogens – human metapneumovirus and seasonal coronavirus – from 35 US states and can be used to guide systemic allocation of surveillance efforts.\",\"bibtex\":\"@article{pei2021optimizing,\\n  title={Optimizing Respiratory Virus Surveillance Networks using Uncertainty Propagation},\\n  author={Pei, Sen and Teng, Xian and Lewis, Paul and Shaman, Jeffrey},\\n  journal={Nature Communications},\\n  volume={12},\\n  number={1},\\n  pages={1--10},\\n  year={2021},\\n  doi={https://doi.org/10.1038/s41467-020-20399-3},\\n  abstract = {Infectious disease prevention, control and forecasting rely on sentinel observations; however, many locations lack the capacity for routine surveillance. Here we show that, by using data from multiple sites collectively, accurate estimation and forecasting of respiratory diseases for locations without surveillance is feasible. We develop a framework to optimize surveillance sites that suppresses uncertainty propagation in a networked disease transmission model. Using influenza outbreaks from 35 US states, the optimized system generates better near-term predictions than alternate systems designed using population and human mobility. We also find that monitoring regional population centers serves as a reasonable proxy for the optimized network and could direct surveillance for diseases with limited records. The  proxy method is validated using model simulations for 3,108 US counties and historical data for two other respiratory pathogens – human metapneumovirus and seasonal coronavirus – from 35 US states and can be used to guide systemic allocation of surveillance efforts.}\\n}\\n\\n\",\"author_short\":[\"Pei, S.\",\"Teng, X.\",\"Lewis, P.\",\"Shaman, J.\"],\"key\":\"pei2021optimizing\",\"id\":\"pei2021optimizing\",\"bibbaseid\":\"pei-teng-lewis-shaman-optimizingrespiratoryvirussurveillancenetworksusinguncertaintypropagation-2021\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Efficient Collective Influence Maximization in Cascading Processes with First-Order Transitions\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Pei\"],\"firstnames\":[\"Sen\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Teng\"],\"firstnames\":[\"Xian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Shaman\"],\"firstnames\":[\"Jeffrey\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Morone\"],\"firstnames\":[\"Flaviano\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Makse\"],\"firstnames\":[\"Hernán\",\"A\"],\"suffixes\":[]}],\"journal\":\"Scientific Reports\",\"volume\":\"7\",\"number\":\"1\",\"pages\":\"1–13\",\"year\":\"2017\",\"doi\":\"https://doi.org/10.1038/srep45240\",\"abstract\":\"In many social and biological networks, the collective dynamics of the entire system can be shaped by a small set of influential units through a global cascading process, manifested by an abrupt first-order transition in dynamical behaviors. Despite its importance in applications, efficient identification of multiple influential spreaders in cascading processes still remains a challenging task for large-scale networks. Here we address this issue by exploring the collective influence in general threshold models of cascading process. Our analysis reveals that the importance of spreaders is fixed by the subcritical paths along which cascades propagate: the number of subcritical paths attached to each spreader determines its contribution to global cascades. The concept of subcritical path allows us to introduce a scalable algorithm for massively large-scale networks. Results in both synthetic random graphs and real networks show that the proposed method can achieve larger collective influence given the same number of seeds compared with other scalable heuristic approaches.\",\"bibtex\":\"@article{pei2017efficient,\\n  title={Efficient Collective Influence Maximization in Cascading Processes with First-Order Transitions},\\n  author={Pei, Sen and Teng, Xian and Shaman, Jeffrey and Morone, Flaviano and Makse, Hern{\\\\'a}n A},\\n  journal={Scientific Reports},\\n  volume={7},\\n  number={1},\\n  pages={1--13},\\n  year={2017},\\n  doi={https://doi.org/10.1038/srep45240},\\n  abstract={In many social and biological networks, the collective dynamics of the entire system can be shaped by a small set of influential units through a global cascading process, manifested by an abrupt first-order transition in dynamical behaviors. Despite its importance in applications, efficient identification of multiple influential spreaders in cascading processes still remains a challenging task for large-scale networks. Here we address this issue by exploring the collective influence in general threshold models of cascading process. Our analysis reveals that the importance of spreaders is fixed by the subcritical paths along which cascades propagate: the number of subcritical paths attached to each spreader determines its contribution to global cascades. The concept of subcritical path allows us to introduce a scalable algorithm for massively large-scale networks. Results in both synthetic random graphs and real networks show that the proposed method can achieve larger collective influence given the same number of seeds compared with other scalable heuristic approaches.}\\n}\\n\\n\",\"author_short\":[\"Pei, S.\",\"Teng, X.\",\"Shaman, J.\",\"Morone, F.\",\"Makse, H. A\"],\"key\":\"pei2017efficient\",\"id\":\"pei2017efficient\",\"bibbaseid\":\"pei-teng-shaman-morone-makse-efficientcollectiveinfluencemaximizationincascadingprocesseswithfirstordertransitions-2017\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Collective Influence of Multiple Spreaders Evaluated by Tracing Real Information Flow in Large-Scale Social Networks\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Teng\"],\"firstnames\":[\"Xian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Pei\"],\"firstnames\":[\"Sen\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Morone\"],\"firstnames\":[\"Flaviano\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Makse\"],\"firstnames\":[\"Hernán\",\"A\"],\"suffixes\":[]}],\"journal\":\"Scientific Reports\",\"volume\":\"6\",\"number\":\"1\",\"pages\":\"1–11\",\"year\":\"2016\",\"doi\":\"https://doi.org/10.1038/srep36043\",\"abstract\":\"Identifying the most influential spreaders that maximize information flow is a central question in network theory. Recently, a scalable method called “Collective Influence (CI)” has been put forward through collective influence maximization. In contrast to heuristic methods evaluating nodes’ significance separately, CI method inspects the collective influence of multiple spreaders. Despite that CI applies to the influence maximization problem in percolation model, it is still important to examine its efficacy in realistic information spreading. Here, we examine real-world information flow in various social and scientific platforms including American Physical Society, Facebook, Twitter and LiveJournal. Since empirical data cannot be directly mapped to ideal multi-source spreading, we leverage the behavioral patterns of users extracted from data to construct “virtual” information spreading processes. Our results demonstrate that the set of spreaders selected by CI can induce larger scale of information propagation. Moreover, local measures as the number of connections or citations are not necessarily the deterministic factors of nodes’ importance in realistic information spreading. This result has significance for rankings scientists in scientific networks like the APS, where the commonly used number of citations can be a poor indicator of the collective influence of authors in the community.\",\"bibtex\":\"@article{teng2016collective,\\n  title={Collective Influence of Multiple Spreaders Evaluated by Tracing Real Information Flow in Large-Scale Social Networks},\\n  author={Teng, Xian and Pei, Sen and Morone, Flaviano and Makse, Hern{\\\\'a}n A},\\n  journal={Scientific Reports},\\n  volume={6},\\n  number={1},\\n  pages={1--11},\\n  year={2016},\\n  doi={https://doi.org/10.1038/srep36043},\\n  abstract={Identifying the most influential spreaders that maximize information flow is a central question in network theory. Recently, a scalable method called “Collective Influence (CI)” has been put forward through collective influence maximization. In contrast to heuristic methods evaluating nodes’ significance separately, CI method inspects the collective influence of multiple spreaders. Despite that CI applies to the influence maximization problem in percolation model, it is still important to examine its efficacy in realistic information spreading. Here, we examine real-world information flow in various social and scientific platforms including American Physical Society, Facebook, Twitter and LiveJournal. Since empirical data cannot be directly mapped to ideal multi-source spreading, we leverage the behavioral patterns of users extracted from data to construct “virtual” information spreading processes. Our results demonstrate that the set of spreaders selected by CI can induce larger scale of information propagation. Moreover, local measures as the number of connections or citations are not necessarily the deterministic factors of nodes’ importance in realistic information spreading. This result has significance for rankings scientists in scientific networks like the APS, where the commonly used number of citations can be a poor indicator of the collective influence of authors in the community.}\\n}\\n\\n\",\"author_short\":[\"Teng, X.\",\"Pei, S.\",\"Morone, F.\",\"Makse, H. A\"],\"key\":\"teng2016collective\",\"id\":\"teng2016collective\",\"bibbaseid\":\"teng-pei-morone-makse-collectiveinfluenceofmultiplespreadersevaluatedbytracingrealinformationflowinlargescalesocialnetworks-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"PolicyFlow: Interpreting Policy Diffusion in Context\",\"shorttitle\":\"PolicyFlow\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Ahn\"],\"firstnames\":[\"Yongsu\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]}],\"year\":\"2020\",\"journal\":\"ACM Transactions on Interactive Intelligent Systems\",\"volume\":\"10\",\"number\":\"2\",\"pages\":\"13:1–13:23\",\"issn\":\"2160-6455\",\"doi\":\"10.1145/3385729\",\"url\":\"https://bit.ly/policyflow\",\"urldate\":\"2020-06-19\",\"abstract\":\"Stability in social, technical, and financial systems, as well as the capacity of organizations to work across borders, requires consistency in public policy across jurisdictions. The diffusion of laws and regulations across political boundaries can reduce the tension that arises between innovation and consistency. Policy diffusion has been a topic of focus across the social sciences for several decades, but due to limitations of data and computational capacity, researchers have not taken a comprehensive and data-intensive look at the aggregate, cross-policy patterns of diffusion. This work combines visual analytics and text and network analyses to help understand how policies, as represented in digitized text, spread across states. As a result, our approach can quickly guide analysts to progressively gain insights into policy adoption data. We evaluate the effectiveness of our system via case studies with a real-world policy dataset and qualitative interviews with domain experts.\",\"bibbase_note\":\"(Best Paper Award of The Year)\",\"bibtex\":\"@article{ahnPolicyFlowInterpretingPolicy2020,\\n  title = {{{PolicyFlow}}: {{Interpreting Policy Diffusion}} in {{Context}}},\\n  shorttitle = {{{PolicyFlow}}},\\n  author = {Ahn, Yongsu and Lin, Yu-Ru},\\n  year = {2020},\\n  journal = {ACM Transactions on Interactive Intelligent Systems},\\n  volume = {10},\\n  number = {2},\\n  pages = {13:1--13:23},\\n  issn = {2160-6455},\\n  doi = {10.1145/3385729},\\n  url = {https://bit.ly/policyflow},\\n  urldate = {2020-06-19},\\n  abstract = {Stability in social, technical, and financial systems, as well as the capacity of organizations to work across borders, requires consistency in public policy across jurisdictions. The diffusion of laws and regulations across political boundaries can reduce the tension that arises between innovation and consistency. Policy diffusion has been a topic of focus across the social sciences for several decades, but due to limitations of data and computational capacity, researchers have not taken a comprehensive and data-intensive look at the aggregate, cross-policy patterns of diffusion. This work combines visual analytics and text and network analyses to help understand how policies, as represented in digitized text, spread across states. As a result, our approach can quickly guide analysts to progressively gain insights into policy adoption data. We evaluate the effectiveness of our system via case studies with a real-world policy dataset and qualitative interviews with domain experts.},\\n  bibbase_note = {(Best Paper Award of The Year)},\\n}\\n\\n\",\"author_short\":[\"Ahn, Y.\",\"Lin, Y.\"],\"key\":\"ahnPolicyFlowInterpretingPolicy2020\",\"id\":\"ahnPolicyFlowInterpretingPolicy2020\",\"bibbaseid\":\"ahn-lin-policyflowinterpretingpolicydiffusionincontext-2020\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://bit.ly/policyflow\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":5,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Neighborhood Disadvantage, Residents' Distress, and Online Social Communication: Harnessing Twitter Data to Examine Neighborhood Effects\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Booth\"],\"firstnames\":[\"Jaime\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wei\"],\"firstnames\":[\"Kai\"],\"suffixes\":[]}],\"year\":\"2018\",\"journal\":\"Journal of Community Psychology (JCOP)\",\"volume\":\"46\",\"number\":\"7\",\"pages\":\"829–843\",\"doi\":\"10.1002/jcop.21975\",\"bibtex\":\"@article{boothNeighborhoodDisadvantageResidents2018,\\n  title = {Neighborhood {{Disadvantage}}, {{Residents}}' {{Distress}}, and {{Online Social Communication}}: {{Harnessing Twitter Data}} to {{Examine Neighborhood Effects}}},\\n  author = {Booth, Jaime and Lin, Yu-Ru and Wei, Kai},\\n  year = {2018},\\n  journal = {Journal of Community Psychology (JCOP)},\\n  volume = {46},\\n  number = {7},\\n  pages = {829--843},\\n  doi = {10.1002/jcop.21975}\\n}\\n\\n\",\"author_short\":[\"Booth, J.\",\"Lin, Y.\",\"Wei, K.\"],\"key\":\"boothNeighborhoodDisadvantageResidents2018\",\"id\":\"boothNeighborhoodDisadvantageResidents2018\",\"bibbaseid\":\"booth-lin-wei-neighborhooddisadvantageresidentsdistressandonlinesocialcommunicationharnessingtwitterdatatoexamineneighborhoodeffects-2018\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Episogram: Visual Summarization of Egocentric Social Interactions\",\"shorttitle\":\"Episogram\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Cao\"],\"firstnames\":[\"Nan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Du\"],\"firstnames\":[\"Fan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wang\"],\"firstnames\":[\"Dashun\"],\"suffixes\":[]}],\"year\":\"2016\",\"journal\":\"IEEE Computer Graphics and Applications (CG&A)\",\"volume\":\"36\",\"number\":\"5\",\"pages\":\"72–81\",\"issn\":\"0272-1716\",\"doi\":\"10.1109/MCG.2015.73\",\"bibtex\":\"@article{caoEpisogramVisualSummarization2016,\\n  title = {Episogram: {{Visual Summarization}} of {{Egocentric Social Interactions}}},\\n  shorttitle = {Episogram},\\n  author = {Cao, Nan and Lin, Yu-Ru and Du, Fan and Wang, Dashun},\\n  year = {2016},\\n  journal = {IEEE Computer Graphics and Applications (CG\\\\&A)},\\n  volume = {36},\\n  number = {5},\\n  pages = {72--81},\\n  issn = {0272-1716},\\n  doi = {10.1109/MCG.2015.73},\\n}\\n\\n\",\"author_short\":[\"Cao, N.\",\"Lin, Y.\",\"Du, F.\",\"Wang, D.\"],\"key\":\"caoEpisogramVisualSummarization2016\",\"id\":\"caoEpisogramVisualSummarization2016\",\"bibbaseid\":\"cao-lin-du-wang-episogramvisualsummarizationofegocentricsocialinteractions-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"SocialHelix: Visual Analysis of Sentiment Divergence in Social Media\",\"shorttitle\":\"SocialHelix\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Cao\"],\"firstnames\":[\"Nan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lu\"],\"firstnames\":[\"Lu\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wang\"],\"firstnames\":[\"Fei\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wen\"],\"firstnames\":[\"Zhen\"],\"suffixes\":[]}],\"year\":\"2014\",\"journal\":\"Journal of Visualization\",\"volume\":\"18\",\"number\":\"2\",\"pages\":\"221–235\",\"issn\":\"1343-8875, 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J.\"],\"key\":\"jinCharacterizingUsersCheckin2014\",\"id\":\"jinCharacterizingUsersCheckin2014\",\"bibbaseid\":\"jin-long-zhang-lin-joshi-characterizinguserscheckinactivitiesusingtheirscoresinalocationbasedsocialnetwork-2014\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://link.springer.com/article/10.1007/s00530-014-0395-8\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Towards Understanding the Gamification upon Users' Scores in a Location-based Social 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Solutions\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Li\"],\"firstnames\":[\"Liangyue\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Tong\"],\"firstnames\":[\"Hanghang\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cao\"],\"firstnames\":[\"Nan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Ehrlich\"],\"firstnames\":[\"Kate\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Buchler\"],\"firstnames\":[\"Norbou\"],\"suffixes\":[]}],\"year\":\"2017\",\"journal\":\"IEEE Transactions on Knowledge and Data Engineering (TKDE)\",\"volume\":\"29\",\"number\":\"3\",\"pages\":\"613–626\",\"issn\":\"1041-4347\",\"doi\":\"10.1109/TKDE.2016.2633464\",\"bibtex\":\"@article{liEnhancingTeamComposition2017,\\n  title = {Enhancing {{Team Composition}} in {{Professional Networks}}: {{Problem Definitions}} and {{Fast Solutions}}},\\n  author = {Li, Liangyue and Tong, Hanghang and Cao, Nan and Ehrlich, Kate and Lin, Yu-Ru and Buchler, Norbou},\\n  year = {2017},\\n  journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},\\n  volume = {29},\\n  number = {3},\\n  pages = {613--626},\\n  issn = {1041-4347},\\n  doi = {10.1109/TKDE.2016.2633464},\\n}\\n\\n\",\"author_short\":[\"Li, L.\",\"Tong, H.\",\"Cao, N.\",\"Ehrlich, K.\",\"Lin, Y.\",\"Buchler, N.\"],\"key\":\"liEnhancingTeamComposition2017\",\"id\":\"liEnhancingTeamComposition2017\",\"bibbaseid\":\"li-tong-cao-ehrlich-lin-buchler-enhancingteamcompositioninprofessionalnetworksproblemdefinitionsandfastsolutions-2017\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Anomaly Detection in Spatial-temporal Data via Regularized Non-Negative Tensor Analysis\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Chaoguang\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Zhu\"],\"firstnames\":[\"Qiuhan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Guo\"],\"firstnames\":[\"Shunan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Jin\"],\"firstnames\":[\"Zhuochen\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cao\"],\"firstnames\":[\"Nan\"],\"suffixes\":[]}],\"year\":\"2018\",\"journal\":\"Data Mining and Knowledge Discovery (DAMI)\",\"volume\":\"32\",\"number\":\"4\",\"pages\":\"1056–1073\",\"issn\":\"1384-5810\",\"doi\":\"10.1007/s10618-018-0560-3\",\"url\":\"https://link.springer.com/article/10.1007/s10618-018-0560-3\",\"bibtex\":\"@article{linAnomalyDetectionSpatialtemporal2018,\\n  title = {Anomaly {{Detection}} in {{Spatial-temporal Data}} via {{Regularized Non-Negative Tensor Analysis}}},\\n  author = {Lin, Chaoguang and Zhu, Qiuhan and Guo, Shunan and Jin, Zhuochen and Lin, Yu-Ru and Cao, Nan},\\n  year = {2018},\\n  journal = {Data Mining and Knowledge Discovery (DAMI)},\\n  volume = {32},\\n  number = {4},\\n  pages = {1056--1073},\\n  issn = {1384-5810},\\n  doi = {10.1007/s10618-018-0560-3},\\n  url = {https://link.springer.com/article/10.1007/s10618-018-0560-3},\\n}\\n\\n\",\"author_short\":[\"Lin, C.\",\"Zhu, Q.\",\"Guo, S.\",\"Jin, Z.\",\"Lin, Y.\",\"Cao, N.\"],\"key\":\"linAnomalyDetectionSpatialtemporal2018\",\"id\":\"linAnomalyDetectionSpatialtemporal2018\",\"bibbaseid\":\"lin-zhu-guo-jin-lin-cao-anomalydetectioninspatialtemporaldataviaregularizednonnegativetensoranalysis-2018\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://link.springer.com/article/10.1007/s10618-018-0560-3\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"The Dynamics of Twitter Users' Gun Narratives across Major Mass Shooting Events\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Chung\"],\"firstnames\":[\"Wen-Ting\"],\"suffixes\":[]}],\"year\":\"2020\",\"journal\":\"Humanities and Social Sciences Communications\",\"volume\":\"7\",\"number\":\"1\",\"pages\":\"46\",\"issn\":\"2662-9992\",\"doi\":\"10.1057/s41599-020-00533-8\",\"url\":\"https://doi.org/10.1057/s41599-020-00533-8\",\"abstract\":\"This study reveals a shift of gun-related narratives created by two ideological groups during three high-profile mass shootings in the United States across the years from 2016 to 2018. It utilizes large-scale, longitudinal social media traces from over 155,000 ideology-identifiable Twitter users. The study design leveraged both the linguistic dictionary approach as well as thematic coding inspired by Narrative Policy Framework, which allows for statistical and qualitative comparison. We found several distinctive narrative characteristics between the two ideology groups in response to the shooting events— two groups differed by how they incorporated linguistic and narrative features in their tweets in terms of policy stance, attribution (how one believed to be the problem, the cause or blame, and the solution), the rhetoric employed, and emotion throughout the incidents. The findings suggest how shooting events may penetrate the public discursive processes that had been previously dominated by existing ideological references and may facilitate discussions beyond ideological identities. Overall, in the wake of mass shooting events, the tweets adhering to the majority policy stance within a camp declined, whereas the proportion of mixed or flipped stance tweets increased. Meanwhile, more tweets were observed to express causal reasoning of a held policy stance, and a different pattern in the use of rhetoric schemes, such as the decline of provocative ridicule, emerged. The shifting patterns in users' narratives coincide with the two groups distinctive emotional response revealed in text. These findings offer insights into the opportunity to reconcile conflicts and the potential for creating civic technologies to improve the interpretability of linguistic and narrative signals and to support diverse narratives and framing.\",\"bibtex\":\"@article{linDynamicsTwitterUsers2020,\\n  title = {The Dynamics of {{Twitter}} Users' Gun Narratives across Major Mass Shooting Events},\\n  author = {Lin, Yu-Ru and Chung, Wen-Ting},\\n  year = {2020},\\n  journal = {Humanities and Social Sciences Communications},\\n  volume = {7},\\n  number = {1},\\n  pages = {46},\\n  issn = {2662-9992},\\n  doi = {10.1057/s41599-020-00533-8},\\n  url = {https://doi.org/10.1057/s41599-020-00533-8},\\n  abstract = {This study reveals a shift of gun-related narratives created by two ideological groups during three high-profile mass shootings in the United States across the years from 2016 to 2018. It utilizes large-scale, longitudinal social media traces from over 155,000 ideology-identifiable Twitter users. The study design leveraged both the linguistic dictionary approach as well as thematic coding inspired by Narrative Policy Framework, which allows for statistical and qualitative comparison. We found several distinctive narrative characteristics between the two ideology groups in response to the shooting events\\\\textemdash two groups differed by how they incorporated linguistic and narrative features in their tweets in terms of policy stance, attribution (how one believed to be the problem, the cause or blame, and the solution), the rhetoric employed, and emotion throughout the incidents. The findings suggest how shooting events may penetrate the public discursive processes that had been previously dominated by existing ideological references and may facilitate discussions beyond ideological identities. Overall, in the wake of mass shooting events, the tweets adhering to the majority policy stance within a camp declined, whereas the proportion of mixed or flipped stance tweets increased. Meanwhile, more tweets were observed to express causal reasoning of a held policy stance, and a different pattern in the use of rhetoric schemes, such as the decline of provocative ridicule, emerged. The shifting patterns in users' narratives coincide with the two groups distinctive emotional response revealed in text. These findings offer insights into the opportunity to reconcile conflicts and the potential for creating civic technologies to improve the interpretability of linguistic and narrative signals and to support diverse narratives and framing.},\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\",\"Chung, W.\"],\"key\":\"linDynamicsTwitterUsers2020\",\"id\":\"linDynamicsTwitterUsers2020\",\"bibbaseid\":\"lin-chung-thedynamicsoftwitterusersgunnarrativesacrossmajormassshootingevents-2020\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1057/s41599-020-00533-8\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":14,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"The Geography of Money and Politics: Population Density, Social Networking and Political Contributions\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kennedy\"],\"firstnames\":[\"Ryan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lazer\"],\"firstnames\":[\"David\"],\"suffixes\":[]}],\"year\":\"2017\",\"journal\":\"Research & Politics\",\"volume\":\"4\",\"number\":\"4\",\"doi\":\"10.1177/2053168017742015\",\"url\":\"http://journals.sagepub.com/eprint/z5Bh7RZvUYViqxgw8RMC/full\",\"bibtex\":\"@article{linGeographyMoneyPolitics2017,\\n  title = {The {{Geography}} of {{Money}} and {{Politics}}: {{Population Density}}, {{Social Networking}} and {{Political Contributions}}},\\n  author = {Lin, Yu-Ru and Kennedy, Ryan and Lazer, David},\\n  year = {2017},\\n  journal = {Research \\\\& Politics},\\n  volume = {4},\\n  number = {4},\\n  doi = {10.1177/2053168017742015},\\n  url = {http://journals.sagepub.com/eprint/z5Bh7RZvUYViqxgw8RMC/full},\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\",\"Kennedy, R.\",\"Lazer, D.\"],\"key\":\"linGeographyMoneyPolitics2017\",\"id\":\"linGeographyMoneyPolitics2017\",\"bibbaseid\":\"lin-kennedy-lazer-thegeographyofmoneyandpoliticspopulationdensitysocialnetworkingandpoliticalcontributions-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://journals.sagepub.com/eprint/z5Bh7RZvUYViqxgw8RMC/full\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":2,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"The Ripple of Fear, Sympathy and Solidarity During the Boston Bombings\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Margolin\"],\"firstnames\":[\"Drew\"],\"suffixes\":[]}],\"year\":\"2014\",\"journal\":\"EPJ Data Science\",\"volume\":\"3\",\"number\":\"1\",\"pages\":\"31\",\"issn\":\"2193-1127\",\"doi\":\"10.1140/epjds/s13688-014-0031-z\",\"url\":\"http://epjds.epj.org/articles/epjdata/abs/2014/01/13688_2014_Article_31/13688_2014_Article_31.html\",\"urldate\":\"2015-01-05\",\"bibtex\":\"@article{linRippleFearSympathy2014,\\n  title = {The {{Ripple}} of {{Fear}}, {{Sympathy}} and {{Solidarity During}} the {{Boston Bombings}}},\\n  author = {Lin, Yu-Ru and Margolin, Drew},\\n  year = {2014},\\n  journal = {EPJ Data Science},\\n  volume = {3},\\n  number = {1},\\n  pages = {31},\\n  issn = {2193-1127},\\n  doi = {10.1140/epjds/s13688-014-0031-z},\\n  url = {http://epjds.epj.org/articles/epjdata/abs/2014/01/13688_2014_Article_31/13688_2014_Article_31.html},\\n  urldate = {2015-01-05},\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\",\"Margolin, D.\"],\"key\":\"linRippleFearSympathy2014\",\"id\":\"linRippleFearSympathy2014\",\"bibbaseid\":\"lin-margolin-therippleoffearsympathyandsolidarityduringthebostonbombings-2014\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://epjds.epj.org/articles/epjdata/abs/2014/01/13688_2014_Article_31/13688_2014_Article_31.html\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Rising Tides or Rising Stars?: Dynamics of Shared Attention on Twitter during Media Events\",\"shorttitle\":\"Rising Tides or Rising Stars?\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Keegan\"],\"firstnames\":[\"Brian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Margolin\"],\"firstnames\":[\"Drew\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lazer\"],\"firstnames\":[\"David\"],\"suffixes\":[]}],\"year\":\"2014\",\"month\":\"May\",\"journal\":\"PLoS ONE\",\"volume\":\"9\",\"number\":\"5\",\"pages\":\"e94093\",\"doi\":\"10.1371/journal.pone.0094093\",\"url\":\"http://dx.doi.org/10.1371/journal.pone.0094093\",\"urldate\":\"2014-06-23\",\"bibtex\":\"@article{linRisingTidesRising2014,\\n  title = {Rising {{Tides}} or {{Rising Stars}}?: {{Dynamics}} of {{Shared Attention}} on {{Twitter}} during {{Media Events}}},\\n  shorttitle = {Rising {{Tides}} or {{Rising Stars}}?},\\n  author = {Lin, Yu-Ru and Keegan, Brian and Margolin, Drew and Lazer, David},\\n  year = {2014},\\n  month = may,\\n  journal = {PLoS ONE},\\n  volume = {9},\\n  number = {5},\\n  pages = {e94093},\\n  doi = {10.1371/journal.pone.0094093},\\n  url = {http://dx.doi.org/10.1371/journal.pone.0094093},\\n  urldate = {2014-06-23},\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\",\"Keegan, B.\",\"Margolin, D.\",\"Lazer, D.\"],\"key\":\"linRisingTidesRising2014\",\"id\":\"linRisingTidesRising2014\",\"bibbaseid\":\"lin-keegan-margolin-lazer-risingtidesorrisingstarsdynamicsofsharedattentionontwitterduringmediaevents-2014\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://dx.doi.org/10.1371/journal.pone.0094093\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Tracing Coordination and Cooperation Structures via Semantic Burst Detection\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Margolin\"],\"firstnames\":[\"Drew\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lazer\"],\"firstnames\":[\"David\"],\"suffixes\":[]}],\"year\":\"2014\",\"month\":\"October\",\"journal\":\"EAI Endorsed Transactions on Collaborative Computing\",\"volume\":\"1\",\"number\":\"2\",\"pages\":\"e7\",\"issn\":\"2312-8623\",\"doi\":\"10.4108/cc.1.2.e7\",\"url\":\"http://eudl.eu/doi/10.4108/cc.1.2.e7\",\"urldate\":\"2015-03-24\",\"bibtex\":\"@article{linTracingCoordinationCooperation2014,\\n  title = {Tracing {{Coordination}} and {{Cooperation Structures}} via {{Semantic Burst Detection}}},\\n  author = {Lin, Yu-Ru and Margolin, Drew and Lazer, David},\\n  year = {2014},\\n  month = oct,\\n  journal = {EAI Endorsed Transactions on Collaborative Computing},\\n  volume = {1},\\n  number = {2},\\n  pages = {e7},\\n  issn = {2312-8623},\\n  doi = {10.4108/cc.1.2.e7},\\n  url = {http://eudl.eu/doi/10.4108/cc.1.2.e7},\\n  urldate = {2015-03-24},\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\",\"Margolin, D.\",\"Lazer, D.\"],\"key\":\"linTracingCoordinationCooperation2014\",\"id\":\"linTracingCoordinationCooperation2014\",\"bibbaseid\":\"lin-margolin-lazer-tracingcoordinationandcooperationstructuresviasemanticburstdetection-2014\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://eudl.eu/doi/10.4108/cc.1.2.e7\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Tracking and Analyzing Individual Distress Following Terrorist Attacks Using Social Media Streams\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Margolin\"],\"firstnames\":[\"Drew\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wen\"],\"firstnames\":[\"Xidao\"],\"suffixes\":[]}],\"year\":\"2017\",\"journal\":\"Risk Analysis\",\"volume\":\"37\",\"number\":\"8\",\"pages\":\"1580–1605\",\"doi\":\"10.1111/risa.12829\",\"url\":\"http://goo.gl/RNVRmJ\",\"bibtex\":\"@article{linTrackingAnalyzingIndividual2017,\\n  title = {Tracking and {{Analyzing Individual Distress Following Terrorist Attacks Using Social Media Streams}}},\\n  author = {Lin, Yu-Ru and Margolin, Drew and Wen, Xidao},\\n  year = {2017},\\n  journal = {Risk Analysis},\\n  volume = {37},\\n  number = {8},\\n  pages = {1580--1605},\\n  doi = {10.1111/risa.12829},\\n  url = {http://goo.gl/RNVRmJ},\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\",\"Margolin, D.\",\"Wen, X.\"],\"key\":\"linTrackingAnalyzingIndividual2017\",\"id\":\"linTrackingAnalyzingIndividual2017\",\"bibbaseid\":\"lin-margolin-wen-trackingandanalyzingindividualdistressfollowingterroristattacksusingsocialmediastreams-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://goo.gl/RNVRmJ\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Uncovering Social Semantics From Textual Traces: A Theory-Driven Approach and Evidence From Public Statements of U.S. Members of Congress\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Margolin\"],\"firstnames\":[\"Drew\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lazer\"],\"firstnames\":[\"David\"],\"suffixes\":[]}],\"year\":\"2015\",\"journal\":\"Journal of the Association for Information Science and Technology (JASIST)\",\"volume\":\"67\",\"number\":\"9\",\"pages\":\"2072–2089\",\"doi\":\"10.1002/asi.23540\",\"url\":\"http://onlinelibrary.wiley.com/enhanced/doi/10.1002/asi.23540/\",\"bibtex\":\"@article{linUncoveringSocialSemantics2015,\\n  title = {Uncovering {{Social Semantics From Textual Traces}}: {{A Theory-Driven Approach}} and {{Evidence From Public Statements}} of {{U}}.{{S}}. {{Members}} of {{Congress}}},\\n  author = {Lin, Yu-Ru and Margolin, Drew and Lazer, David},\\n  year = {2015},\\n  journal = {Journal of the Association for Information Science and Technology (JASIST)},\\n  volume = {67},\\n  number = {9},\\n  pages = {2072--2089},\\n  doi = {10.1002/asi.23540},\\n  url = {http://onlinelibrary.wiley.com/enhanced/doi/10.1002/asi.23540/},\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\",\"Margolin, D.\",\"Lazer, D.\"],\"key\":\"linUncoveringSocialSemantics2015\",\"id\":\"linUncoveringSocialSemantics2015\",\"bibbaseid\":\"lin-margolin-lazer-uncoveringsocialsemanticsfromtextualtracesatheorydrivenapproachandevidencefrompublicstatementsofusmembersofcongress-2015\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://onlinelibrary.wiley.com/enhanced/doi/10.1002/asi.23540/\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Watching How Ideas Spread Over Social Media\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lazer\"],\"firstnames\":[\"David\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cao\"],\"firstnames\":[\"Nan\"],\"suffixes\":[]}],\"year\":\"2013\",\"month\":\"March\",\"journal\":\"Leonardo\",\"volume\":\"46\",\"number\":\"3\",\"pages\":\"277–277\",\"issn\":\"0024-094X\",\"doi\":\"10.1162/LEON_a_00573\",\"url\":\"http://dx.doi.org/10.1162/LEON_a_00573\",\"urldate\":\"2013-08-26\",\"abstract\":\"Social media, like Twitter, have been widely used for exchanging information, opinions and emotions about events happening across the world. The authors introduce a new visualization tool for tracing the process of information diffusion on social media in real time. The design highlights the social, spatiotemporal processes of diffusion based on a sunflower metaphor whose seeds are often dispersed far away. The design facilitates an understanding of when, where and how a piece of information is dispersed for large-scale events, including campaigns and earthquakes, as a tool witnessing today's information consumption and dispersion in the wild.\",\"bibtex\":\"@article{linWatchingHowIdeas2013,\\n  title = {{Watching How Ideas Spread Over Social Media}},\\n  author = {Lin, Yu-Ru and Lazer, David and Cao, Nan},\\n  year = {2013},\\n  month = mar,\\n  journal = {Leonardo},\\n  volume = {46},\\n  number = {3},\\n  pages = {277--277},\\n  issn = {0024-094X},\\n  doi = {10.1162/LEON_a_00573},\\n  url = {http://dx.doi.org/10.1162/LEON_a_00573},\\n  urldate = {2013-08-26},\\n  abstract = {Social media, like Twitter, have been widely used for exchanging information, opinions and emotions about events happening across the world. The authors introduce a new visualization tool for tracing the process of information diffusion on social media in real time. The design highlights the social, spatiotemporal processes of diffusion based on a sunflower metaphor whose seeds are often dispersed far away. The design facilitates an understanding of when, where and how a piece of information is dispersed for large-scale events, including campaigns and earthquakes, as a tool witnessing today's information consumption and dispersion in the wild.}\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\",\"Lazer, D.\",\"Cao, N.\"],\"key\":\"linWatchingHowIdeas2013\",\"id\":\"linWatchingHowIdeas2013\",\"bibbaseid\":\"lin-lazer-cao-watchinghowideasspreadoversocialmedia-2013\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://dx.doi.org/10.1162/LEON_a_00573\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Behind the Myths of Citizen Participation: Identifying Sustainability Factors of Hyper-Local Information Systems\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lopez\"],\"firstnames\":[\"Claudia\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Farzan\"],\"firstnames\":[\"Rosta\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]}],\"year\":\"2017\",\"journal\":\"ACM Transactions on Internet Technology (TOIT)\",\"volume\":\"18\",\"number\":\"1\",\"doi\":\"10.1145/3093892\",\"url\":\"http://bit.ly/behind-myths-citizen\",\"bibtex\":\"@article{lopezMythsCitizenParticipation2017,\\n  title = {Behind the Myths of Citizen Participation: {{Identifying}} Sustainability Factors of Hyper-Local Information Systems},\\n  author = {Lopez, Claudia and Farzan, Rosta and Lin, Yu-Ru},\\n  year = {2017},\\n  journal = {ACM Transactions on Internet Technology (TOIT)},\\n  volume = {18},\\n  number = {1},\\n  doi = {10.1145/3093892},\\n  url = {http://bit.ly/behind-myths-citizen},\\n}\\n\\n\",\"author_short\":[\"Lopez, C.\",\"Farzan, R.\",\"Lin, Y.\"],\"key\":\"lopezMythsCitizenParticipation2017\",\"id\":\"lopezMythsCitizenParticipation2017\",\"bibbaseid\":\"lopez-farzan-lin-behindthemythsofcitizenparticipationidentifyingsustainabilityfactorsofhyperlocalinformationsystems-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://bit.ly/behind-myths-citizen\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Visual Topic Discovering, Tracking and Summarization from Social Media Streams\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lu\"],\"firstnames\":[\"Zhao\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Huang\"],\"firstnames\":[\"Xiaoxia\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Xiong\"],\"firstnames\":[\"Naixue\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Fang\"],\"firstnames\":[\"Zhijun\"],\"suffixes\":[]}],\"year\":\"2016\",\"journal\":\"Multimedia Tools and Applications\",\"doi\":\"10.1007/s11042-016-3877-1\",\"bibtex\":\"@article{luVisualTopicDiscovering2016,\\n  title = {Visual Topic Discovering, Tracking and Summarization from Social Media Streams},\\n  author = {Lu, Zhao and Lin, Yu-Ru and Huang, Xiaoxia and Xiong, Naixue and Fang, Zhijun},\\n  year = {2016},\\n  journal = {Multimedia Tools and Applications},\\n  doi = {10.1007/s11042-016-3877-1},\\n}\\n\\n\",\"author_short\":[\"Lu, Z.\",\"Lin, Y.\",\"Huang, X.\",\"Xiong, N.\",\"Fang, Z.\"],\"key\":\"luVisualTopicDiscovering2016\",\"id\":\"luVisualTopicDiscovering2016\",\"bibbaseid\":\"lu-lin-huang-xiong-fang-visualtopicdiscoveringtrackingandsummarizationfromsocialmediastreams-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Wiki-Worthy: Collective Judgment of Candidate Notability\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Margolin\"],\"firstnames\":[\"Drew\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Goodman\"],\"firstnames\":[\"Sasha\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Keegan\"],\"firstnames\":[\"Brian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lazer\"],\"firstnames\":[\"David\"],\"suffixes\":[]}],\"year\":\"2015\",\"journal\":\"Information, Communication and Society\",\"volume\":\"19\",\"number\":\"8\",\"pages\":\"1029–1045\",\"doi\":\"10.1080/1369118X.2015.1069871\",\"bibtex\":\"@article{margolinWikiWorthyCollectiveJudgment2015,\\n  title = {Wiki-{{Worthy}}: {{Collective Judgment}} of {{Candidate Notability}}},\\n  author = {Margolin, Drew and Goodman, Sasha and Keegan, Brian and Lin, Yu-Ru and Lazer, David},\\n  year = {2015},\\n  journal = {Information, Communication and Society},\\n  volume = {19},\\n  number = {8},\\n  pages = {1029--1045},\\n  doi = {10.1080/1369118X.2015.1069871},\\n}\\n\\n\",\"author_short\":[\"Margolin, D.\",\"Goodman, S.\",\"Keegan, B.\",\"Lin, Y.\",\"Lazer, D.\"],\"key\":\"margolinWikiWorthyCollectiveJudgment2015\",\"id\":\"margolinWikiWorthyCollectiveJudgment2015\",\"bibbaseid\":\"margolin-goodman-keegan-lin-lazer-wikiworthycollectivejudgmentofcandidatenotability-2015\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Twitter in Academic Events: A Study of Temporal Usage, Communication, Sentimental and Topical Patterns in 16 Computer Science Conferences Computer Communications\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Parra\"],\"firstnames\":[\"Denis\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Trattner\"],\"firstnames\":[\"Christoph\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Gomez\"],\"firstnames\":[\"Diego\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Hurtado\"],\"firstnames\":[\"Matias\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wen\"],\"firstnames\":[\"Xidao\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]}],\"year\":\"2016\",\"journal\":\"Computer Communications\",\"volume\":\"73\",\"pages\":\"301–314\",\"doi\":\"10.1016/j.comcom.2015.07.001\",\"bibtex\":\"@article{parraTwitterAcademicEvents2016,\\n  title = {Twitter in {{Academic Events}}: {{A Study}} of {{Temporal Usage}}, {{Communication}}, {{Sentimental}} and {{Topical Patterns}} in 16 {{Computer Science Conferences Computer Communications}}},\\n  author = {Parra, Denis and Trattner, Christoph and Gomez, Diego and Hurtado, Matias and Wen, Xidao and Lin, Yu-Ru},\\n  year = {2016},\\n  journal = {Computer Communications},\\n  volume = {73},\\n  pages = {301--314},\\n  doi = {10.1016/j.comcom.2015.07.001},\\n}\\n\\n\",\"author_short\":[\"Parra, D.\",\"Trattner, C.\",\"Gomez, D.\",\"Hurtado, M.\",\"Wen, X.\",\"Lin, Y.\"],\"key\":\"parraTwitterAcademicEvents2016\",\"id\":\"parraTwitterAcademicEvents2016\",\"bibbaseid\":\"parra-trattner-gomez-hurtado-wen-lin-twitterinacademiceventsastudyoftemporalusagecommunicationsentimentalandtopicalpatternsin16computerscienceconferencescomputercommunications-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Tribe or Not? Critical Inspection of Group Differences Using TribalGram\",\"shorttitle\":\"Tribe or Not?\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Ahn\"],\"firstnames\":[\"Yongsu\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Yan\"],\"firstnames\":[\"Muheng\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Chung\"],\"firstnames\":[\"Wen-Ting\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Hwa\"],\"firstnames\":[\"Rebecca\"],\"suffixes\":[]}],\"year\":\"2022\",\"journal\":\"ACM Transactions on Interactive Intelligent Systems (TiiS)\",\"volume\":\"12\",\"number\":\"1\",\"pages\":\"1–34\",\"publisher\":\"ACM New York, NY\",\"url\":\"https://arxiv.org/pdf/2303.09664.pdf\",\"bibtex\":\"@article{ahnTribeNotCritical2022a,\\n  title = {Tribe or {{Not}}? {{Critical Inspection}} of {{Group Differences Using TribalGram}}},\\n  shorttitle = {Tribe or {{Not}}?},\\n  author = {Ahn, Yongsu and Yan, Muheng and Lin, Yu-Ru and Chung, Wen-Ting and Hwa, Rebecca},\\n  year = {2022},\\n  journal = {ACM Transactions on Interactive Intelligent Systems (TiiS)},\\n  volume = {12},\\n  number = {1},\\n  pages = {1--34},\\n  publisher = {{ACM New York, NY}},\\n  url = {https://arxiv.org/pdf/2303.09664.pdf}\\n}\\n\\n\",\"author_short\":[\"Ahn, Y.\",\"Yan, M.\",\"Lin, Y.\",\"Chung, W.\",\"Hwa, R.\"],\"key\":\"ahnTribeNotCritical2022a\",\"id\":\"ahnTribeNotCritical2022a\",\"bibbaseid\":\"ahn-yan-lin-chung-hwa-tribeornotcriticalinspectionofgroupdifferencesusingtribalgram-2022\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://arxiv.org/pdf/2303.09664.pdf\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":18,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"StoCast: Stochastic Disease Forecasting with Progression Uncertainty\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Teng\"],\"firstnames\":[\"Xian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Pei\"],\"firstnames\":[\"Sen\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]}],\"year\":\"2021\",\"journal\":\"IEEE Journal of Biomedical and Health Informatics\",\"volume\":\"25\",\"number\":\"3\",\"pages\":\"850–861\",\"issn\":\"2168-2208\",\"doi\":\"10.1109/JBHI.2020.3006719\",\"url\":\"https://bit.ly/stocast-deepgen\",\"abstract\":\"Forecasting patients' disease progressions with rich longitudinal clinical data has attracted much attention in recent years due to its potential application in healthcare. Researchers have tackled this problem by leveraging traditional machine learning, statistical techniques and deep learning based models. However, existing methods suffer from either deterministic internal structures or over-simplified stochastic components, failing to deal with complex uncertain scenarios such as progression uncertainty (i.e., multiple possible trajectories) and data uncertainty (i.e., imprecise observations and misdiagnosis). In the face of such uncertainties, we move beyond those formulations and ask a challenging question: What is the distribution of a patient's possible health states at a future time For this purpose, we propose a novel deep generative model, named Stochastic Disease Forecasting Model (StoCast), along with an associated neural network architecture, called StoCastNet, that can be trained efficiently via stochastic optimization techniques. Our StoCast model contains internal stochastic components that can tolerate departures of observed data from patients' true health states, and more importantly, is able to produce a comprehensive estimate of future disease progression possibilities. Based on two public datasets related to Alzheimer's disease and Parkinson's disease, we demonstrate that our StoCast model achieves robust and superior performance than deterministic baseline approaches, and conveys richer information that can potentially assist doctors to make decisions with greater confidence in a complex uncertain scenario.\",\"keywords\":\"Deep Generative Models,Disease Forecasting,Neural Networks,Progression Uncertainty\",\"bibtex\":\"@article{tengStoCastStochasticDisease2021,\\n  title = {{{StoCast}}: {{Stochastic}} Disease Forecasting with Progression Uncertainty},\\n  author = {Teng, Xian and Pei, Sen and Lin, Yu-Ru},\\n  year = {2021},\\n  journal = {IEEE Journal of Biomedical and Health Informatics},\\n  volume = {25},\\n  number = {3},\\n  pages = {850--861},\\n  issn = {2168-2208},\\n  doi = {10.1109/JBHI.2020.3006719},\\n  url = {https://bit.ly/stocast-deepgen},\\n  abstract = {Forecasting patients' disease progressions with rich longitudinal clinical data has attracted much attention in recent years due to its potential application in healthcare. Researchers have tackled this problem by leveraging traditional machine learning, statistical techniques and deep learning based models. However, existing methods suffer from either deterministic internal structures or over-simplified stochastic components, failing to deal with complex uncertain scenarios such as progression uncertainty (i.e., multiple possible trajectories) and data uncertainty (i.e., imprecise observations and misdiagnosis). In the face of such uncertainties, we move beyond those formulations and ask a challenging question: What is the distribution of a patient's possible health states at a future time For this purpose, we propose a novel deep generative model, named Stochastic Disease Forecasting Model (StoCast), along with an associated neural network architecture, called StoCastNet, that can be trained efficiently via stochastic optimization techniques. Our StoCast model contains internal stochastic components that can tolerate departures of observed data from patients' true health states, and more importantly, is able to produce a comprehensive estimate of future disease progression possibilities. Based on two public datasets related to Alzheimer's disease and Parkinson's disease, we demonstrate that our StoCast model achieves robust and superior performance than deterministic baseline approaches, and conveys richer information that can potentially assist doctors to make decisions with greater confidence in a complex uncertain scenario.},\\n  keywords = {Deep Generative Models,Disease Forecasting,Neural Networks,Progression Uncertainty}\\n}\\n\\n\",\"author_short\":[\"Teng, X.\",\"Pei, S.\",\"Lin, Y.\"],\"key\":\"tengStoCastStochasticDisease2021\",\"id\":\"tengStoCastStochasticDisease2021\",\"bibbaseid\":\"teng-pei-lin-stocaststochasticdiseaseforecastingwithprogressionuncertainty-2021\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://bit.ly/stocast-deepgen\"},\"keyword\":[\"Deep Generative Models\",\"Disease Forecasting\",\"Neural Networks\",\"Progression Uncertainty\"],\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":6,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Tracking Employment Shocks Using Mobile Phone Data\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Toole\"],\"firstnames\":[\"Jameson\",\"L.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Muehlegger\"],\"firstnames\":[\"Erich\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Shoag\"],\"firstnames\":[\"Daniel\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Gonzalez\"],\"firstnames\":[\"Marta\",\"C.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lazer\"],\"firstnames\":[\"David\"],\"suffixes\":[]}],\"year\":\"2015\",\"journal\":\"Journal of the Royal Society Interface (J. R. Soc. Interface)\",\"volume\":\"12\",\"number\":\"107\",\"doi\":\"10.1098/rsif.2015.0185\",\"url\":\"http://arxiv.org/pdf/1505.06791v1.pdf\",\"bibtex\":\"@article{tooleTrackingEmploymentShocks2015,\\n  title = {Tracking {{Employment Shocks Using Mobile Phone Data}}},\\n  author = {Toole, Jameson L. and Lin, Yu-Ru and Muehlegger, Erich and Shoag, Daniel and Gonzalez, Marta C. and Lazer, David},\\n  year = {2015},\\n  journal = {Journal of the Royal Society Interface (J. R. Soc. Interface)},\\n  volume = {12},\\n  number = {107},\\n  doi = {10.1098/rsif.2015.0185},\\n  url = {http://arxiv.org/pdf/1505.06791v1.pdf},\\n}\\n\\n\",\"author_short\":[\"Toole, J. L.\",\"Lin, Y.\",\"Muehlegger, E.\",\"Shoag, D.\",\"Gonzalez, M. C.\",\"Lazer, D.\"],\"key\":\"tooleTrackingEmploymentShocks2015\",\"id\":\"tooleTrackingEmploymentShocks2015\",\"bibbaseid\":\"toole-lin-muehlegger-shoag-gonzalez-lazer-trackingemploymentshocksusingmobilephonedata-2015\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://arxiv.org/pdf/1505.06791v1.pdf\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Event Analytics via Discriminant Tensor Factorization\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Wen\"],\"firstnames\":[\"Xidao\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Pelechrinis\"],\"firstnames\":[\"Konstantinos\"],\"suffixes\":[]}],\"year\":\"2018\",\"journal\":\"ACM Transactions on Knowledge Discovery from Data (TKDD)\",\"volume\":\"12\",\"number\":\"6\",\"pages\":\"72\",\"doi\":\"10.1145/3184455\",\"url\":\"http://bit.ly/event-tensor-fac\",\"bibtex\":\"@article{wenEventAnalyticsDiscriminant2018,\\n  title = {Event {{Analytics}} via {{Discriminant Tensor Factorization}}},\\n  author = {Wen, Xidao and Lin, Yu-Ru and Pelechrinis, Konstantinos},\\n  year = {2018},\\n  journal = {ACM Transactions on Knowledge Discovery from Data (TKDD)},\\n  volume = {12},\\n  number = {6},\\n  pages = {72},\\n  doi = {10.1145/3184455},\\n  url = {http://bit.ly/event-tensor-fac},\\n}\\n\\n\",\"author_short\":[\"Wen, X.\",\"Lin, Y.\",\"Pelechrinis, K.\"],\"key\":\"wenEventAnalyticsDiscriminant2018\",\"id\":\"wenEventAnalyticsDiscriminant2018\",\"bibbaseid\":\"wen-lin-pelechrinis-eventanalyticsviadiscriminanttensorfactorization-2018\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://bit.ly/event-tensor-fac\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Psychological Impact of Mass Violence Depends on Affective Tone of Media Content\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Wormwood\"],\"firstnames\":[\"Jolie\",\"Baumann\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lynn\"],\"firstnames\":[\"Spencer\",\"K.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Barrett\"],\"firstnames\":[\"Lisa\",\"Feldman\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Quigley\"],\"firstnames\":[\"Karen\",\"S.\"],\"suffixes\":[]}],\"year\":\"2019\",\"journal\":\"PLoS One\",\"volume\":\"14\",\"number\":\"4\",\"pages\":\"e0213891\",\"doi\":\"10.1371/journal.pone.0213891\",\"url\":\"https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0213891\",\"bibtex\":\"@article{wormwoodPsychologicalImpactMass2019,\\n  title = {Psychological Impact of Mass Violence Depends on Affective Tone of Media Content},\\n  author = {Wormwood, Jolie Baumann and Lin, Yu-Ru and Lynn, Spencer K. and Barrett, Lisa Feldman and Quigley, Karen S.},\\n  year = {2019},\\n  journal = {PLoS One},\\n  volume = {14},\\n  number = {4},\\n  pages = {e0213891},\\n  doi = {10.1371/journal.pone.0213891},\\n  url = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0213891}\\n}\\n\\n\",\"author_short\":[\"Wormwood, J. B.\",\"Lin, Y.\",\"Lynn, S. K.\",\"Barrett, L. F.\",\"Quigley, K. S.\"],\"key\":\"wormwoodPsychologicalImpactMass2019\",\"id\":\"wormwoodPsychologicalImpactMass2019\",\"bibbaseid\":\"wormwood-lin-lynn-barrett-quigley-psychologicalimpactofmassviolencedependsonaffectivetoneofmediacontent-2019\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0213891\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"Data-Driven Computational Social Science: A Survey\",\"shorttitle\":\"Data-Driven Computational Social Science\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Zhang\"],\"firstnames\":[\"Jun\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wang\"],\"firstnames\":[\"Wei\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Xia\"],\"firstnames\":[\"Feng\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Tong\"],\"firstnames\":[\"Hanghang\"],\"suffixes\":[]}],\"year\":\"2020\",\"journal\":\"Big Data Research\",\"pages\":\"100145\",\"publisher\":\"Elsevier\",\"doi\":\"10.1016/j.bdr.2020.100145\",\"url\":\"https://arxiv.org/pdf/2008.12372.pdf\",\"bibtex\":\"@article{zhangDatadrivenComputationalSocial2020,\\n  title = {Data-Driven {{Computational Social Science}}: {{A Survey}}},\\n  shorttitle = {Data-Driven {{Computational Social Science}}},\\n  author = {Zhang, Jun and Wang, Wei and Xia, Feng and Lin, Yu-Ru and Tong, Hanghang},\\n  year = {2020},\\n  journal = {Big Data Research},\\n  pages = {100145},\\n  publisher = {{Elsevier}},\\n  doi = {10.1016/j.bdr.2020.100145},\\n  url = {https://arxiv.org/pdf/2008.12372.pdf}\\n}\\n\\n\",\"author_short\":[\"Zhang, J.\",\"Wang, W.\",\"Xia, F.\",\"Lin, Y.\",\"Tong, H.\"],\"key\":\"zhangDatadrivenComputationalSocial2020\",\"id\":\"zhangDatadrivenComputationalSocial2020\",\"bibbaseid\":\"zhang-wang-xia-lin-tong-datadrivencomputationalsocialscienceasurvey-2020\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://arxiv.org/pdf/2008.12372.pdf\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":7,\"html\":\"\"},{\"bibtype\":\"article\",\"type\":\"article\",\"title\":\"#FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media\",\"shorttitle\":\"#FluxFlow\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Zhao\"],\"firstnames\":[\"Jian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cao\"],\"firstnames\":[\"Nan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wen\"],\"firstnames\":[\"Zhen\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Song\"],\"firstnames\":[\"Yale\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Collins\"],\"firstnames\":[\"Christopher\"],\"suffixes\":[]}],\"year\":\"2014\",\"month\":\"December\",\"journal\":\"IEEE Transactions on Visualization and Computer Graphics (TVCG)\",\"volume\":\"20\",\"number\":\"12\",\"pages\":\"1773–1782\",\"issn\":\"1077-2626\",\"doi\":\"10.1109/TVCG.2014.2346922\",\"url\":\"http://bit.ly/fluxflow-paper\",\"bibtex\":\"@article{zhaoFluxFlowVisualAnalysis2014a,\\n  title = {\\\\#{{FluxFlow}}: {{Visual Analysis}} of {{Anomalous Information Spreading}} on {{Social Media}}},\\n  shorttitle = {\\\\#{{FluxFlow}}},\\n  author = {Zhao, Jian and Cao, Nan and Wen, Zhen and Song, Yale and Lin, Yu-Ru and Collins, Christopher},\\n  year = {2014},\\n  month = dec,\\n  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},\\n  volume = {20},\\n  number = {12},\\n  pages = {1773--1782},\\n  issn = {1077-2626},\\n  doi = {10.1109/TVCG.2014.2346922},\\n  url = {http://bit.ly/fluxflow-paper},\\n}\\n\\n\\n\",\"author_short\":[\"Zhao, J.\",\"Cao, N.\",\"Wen, Z.\",\"Song, Y.\",\"Lin, Y.\",\"Collins, C.\"],\"key\":\"zhaoFluxFlowVisualAnalysis2014a\",\"id\":\"zhaoFluxFlowVisualAnalysis2014a\",\"bibbaseid\":\"zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://bit.ly/fluxflow-paper\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":2,\"html\":\"\"},{\"bibtype\":\"incollection\",\"type\":\"incollection\",\"title\":\"Improving Citizen-initiated Police Reform Efforts through Interactive Design: A Case Study in Allegheny County\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Ahn\"],\"firstnames\":[\"Yongsu\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Beigel\"],\"firstnames\":[\"Eliana\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Braun\"],\"firstnames\":[\"Noah\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Griffin\"],\"firstnames\":[\"Collin\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Linardi\"],\"firstnames\":[\"Sera\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Mickles\"],\"firstnames\":[\"Blair\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Rial\"],\"firstnames\":[\"Emmaline\"],\"suffixes\":[]}],\"booktitle\":\"Equity and Access in Algorithms, Mechanisms, and Optimization\",\"pages\":\"1–10\",\"year\":\"2022\",\"bibtex\":\"@incollection{ahn2022improving,\\n  title={Improving Citizen-initiated Police Reform Efforts through Interactive Design: A Case Study in Allegheny County},\\n  author={Ahn, Yongsu and Beigel, Eliana and Braun, Noah and Griffin, Collin and Linardi, Sera and Mickles, Blair and Rial, Emmaline},\\n  booktitle={Equity and Access in Algorithms, Mechanisms, and Optimization},\\n  pages={1--10},\\n  year={2022}\\n}\\n\\n\",\"author_short\":[\"Ahn, Y.\",\"Beigel, E.\",\"Braun, N.\",\"Griffin, C.\",\"Linardi, S.\",\"Mickles, B.\",\"Rial, E.\"],\"key\":\"ahn2022improving\",\"id\":\"ahn2022improving\",\"bibbaseid\":\"ahn-beigel-braun-griffin-linardi-mickles-rial-improvingcitizeninitiatedpolicereformeffortsthroughinteractivedesignacasestudyinalleghenycounty-2022\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"incollection\",\"type\":\"incollection\",\"title\":\"Event-Related Crowd Activities on Social Media\",\"booktitle\":\"Social Phenomena: From Data Analysis to Models\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]}],\"year\":\"2015\",\"publisher\":\"Springer\",\"url\":\"http://www.springer.com/978-3-319-14010-0\",\"isbn\":\"978-3-319-14011-7\",\"bibtex\":\"@incollection{linEventrelatedCrowdActivities2015,\\n  title = {Event-Related {{Crowd Activities}} on {{Social Media}}},\\n  booktitle = {Social {{Phenomena}}: {{From Data Analysis}} to {{Models}}},\\n  author = {Lin, Yu-Ru},\\n  year = {2015},\\n  publisher = {{Springer}},\\n  url = {http://www.springer.com/978-3-319-14010-0},\\n  isbn = {978-3-319-14011-7},\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\"],\"key\":\"linEventrelatedCrowdActivities2015\",\"id\":\"linEventrelatedCrowdActivities2015\",\"bibbaseid\":\"lin-eventrelatedcrowdactivitiesonsocialmedia-2015\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://www.springer.com/978-3-319-14010-0\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"incollection\",\"type\":\"incollection\",\"title\":\"Tensor-Based Analysis for Urban Networks\",\"booktitle\":\"Encyclopedia of Social Networks and Mining\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Pelechrinis\"],\"firstnames\":[\"Konstantinos\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]}],\"year\":\"2017\",\"publisher\":\"Springer\",\"url\":\"https://link.springer.com/referenceworkentry/10.1007%2F978-1-4614-7163-9_110174-1\",\"isbn\":\"978-1-4614-7163-9\",\"bibtex\":\"@incollection{pelechrinisTensorbasedAnalysisUrban2017,\\n  title = {Tensor-Based {{Analysis}} for {{Urban Networks}}},\\n  booktitle = {Encyclopedia of {{Social Networks}} and {{Mining}}},\\n  author = {Pelechrinis, Konstantinos and Lin, Yu-Ru},\\n  year = {2017},\\n  publisher = {{Springer}},\\n  url = {https://link.springer.com/referenceworkentry/10.1007%2F978-1-4614-7163-9_110174-1},\\n  isbn = {978-1-4614-7163-9},\\n}\\n\\n\",\"author_short\":[\"Pelechrinis, K.\",\"Lin, Y.\"],\"key\":\"pelechrinisTensorbasedAnalysisUrban2017\",\"id\":\"pelechrinisTensorbasedAnalysisUrban2017\",\"bibbaseid\":\"pelechrinis-lin-tensorbasedanalysisforurbannetworks-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://link.springer.com/referenceworkentry/10.1007%2F978-1-4614-7163-9_110174-1\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"incollection\",\"type\":\"incollection\",\"title\":\"Learning Emergencies from Big Data\",\"booktitle\":\"Encyclopedia of Social Networks and 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2016)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Jin\"],\"firstnames\":[\"Di\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wang\"],\"firstnames\":[\"Mengdi\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]}],\"year\":\"2016\",\"doi\":\"10.1007/978-3-319-39931-7_17\",\"bibtex\":\"@inproceedings{jinTELELINKLinkPrediction2016,\\n  title = {{{TELELINK}}: {{Link Prediction}} in {{Social Network Based}} on {{Multiplex Cohesive Structures}}},\\n  booktitle = {2016 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \\\\& {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2016)},\\n  author = {Jin, Di and Wang, Mengdi and Lin, Yu-Ru},\\n  year = {2016},\\n  doi = {10.1007/978-3-319-39931-7_17},\\n}\\n\\n\",\"author_short\":[\"Jin, D.\",\"Wang, M.\",\"Lin, Y.\"],\"key\":\"jinTELELINKLinkPrediction2016\",\"id\":\"jinTELELINKLinkPrediction2016\",\"bibbaseid\":\"jin-wang-lin-telelinklinkpredictioninsocialnetworkbasedonmultiplexcohesivestructures-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Information Network Mining: A Case For Emgergency Scenarios\",\"booktitle\":\"The 2014 KDD Workshop on Learning about Emergencies from Social Information (KDD-LESI 2014)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Le\"],\"firstnames\":[\"Anh\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Pelechrinis\"],\"firstnames\":[\"Konstantinos\"],\"suffixes\":[]}],\"year\":\"2014\",\"copyright\":\"10\",\"bibtex\":\"@inproceedings{leInformationNetworkMining2014,\\n  title = {{Information Network Mining: A Case For Emgergency Scenarios}},\\n  booktitle = {{The 2014 KDD Workshop on Learning about Emergencies from Social Information (KDD-LESI 2014)}},\\n  author = {Le, Anh and Lin, Yu-Ru and Pelechrinis, Konstantinos},\\n  year = {2014},\\n  copyright = {10}\\n}\\n\\n\",\"author_short\":[\"Le, A.\",\"Lin, Y.\",\"Pelechrinis, K.\"],\"key\":\"leInformationNetworkMining2014\",\"id\":\"leInformationNetworkMining2014\",\"bibbaseid\":\"le-lin-pelechrinis-informationnetworkminingacaseforemgergencyscenarios-2014\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Assessing Sentiment Segregation in Urban Communities\",\"booktitle\":\"International Conference on Social Computing (SocialCom 2014)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]}],\"year\":\"2014\",\"publisher\":\"ACE\",\"url\":\"http://goo.gl/5SPp5F\",\"bibtex\":\"@inproceedings{linAssessingSentimentSegregation2014,\\n  title = {Assessing {{Sentiment Segregation}} in {{Urban Communities}}},\\n  booktitle = {International {{Conference}} on {{Social Computing}} ({{SocialCom}} 2014)},\\n  author = {Lin, Yu-Ru},\\n  year = {2014},\\n  publisher = {{ACE}},\\n  url = {http://goo.gl/5SPp5F},\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\"],\"key\":\"linAssessingSentimentSegregation2014\",\"id\":\"linAssessingSentimentSegregation2014\",\"bibbaseid\":\"lin-assessingsentimentsegregationinurbancommunities-2014\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://goo.gl/5SPp5F\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"The Ripples of Fear, Comfort and Community Identity During the Boston Bombings\",\"booktitle\":\"iConference 2014\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]}],\"year\":\"2014\",\"doi\":\"10.9776/14331\",\"url\":\"https://www.ideals.illinois.edu/bitstream/handle/2142/47411/331_ready.pdf\",\"bibtex\":\"@inproceedings{linRipplesFearComfort2014,\\n  title = {The {{Ripples}} of {{Fear}}, {{Comfort}} and {{Community Identity During}} the {{Boston Bombings}}},\\n  booktitle = {{{iConference}} 2014},\\n  author = {Lin, Yu-Ru},\\n  year = {2014},\\n  doi = {10.9776/14331},\\n  url = {https://www.ideals.illinois.edu/bitstream/handle/2142/47411/331_ready.pdf},\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\"],\"key\":\"linRipplesFearComfort2014\",\"id\":\"linRipplesFearComfort2014\",\"bibbaseid\":\"lin-theripplesoffearcomfortandcommunityidentityduringthebostonbombings-2014\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.ideals.illinois.edu/bitstream/handle/2142/47411/331_ready.pdf\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"UnTangle: Visual Mining for Data with Uncertain Multi-labels via Triangle Map\",\"shorttitle\":\"UnTangle\",\"booktitle\":\"2014 IEEE International Conference on Data Mining (ICDM 2014)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cao\"],\"firstnames\":[\"Nan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Gotz\"],\"firstnames\":[\"David\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lu\"],\"firstnames\":[\"Lu\"],\"suffixes\":[]}],\"year\":\"2014\",\"month\":\"December\",\"pages\":\"340–349\",\"doi\":\"10.1109/ICDM.2014.24\",\"url\":\"http://goo.gl/x0p2JE\",\"bibtex\":\"@inproceedings{linUnTangleVisualMining2014,\\n  title = {{{UnTangle}}: {{Visual Mining}} for {{Data}} with {{Uncertain Multi-labels}} via {{Triangle Map}}},\\n  shorttitle = {{{UnTangle}}},\\n  booktitle = {2014 {{IEEE International Conference}} on {{Data Mining}} ({{ICDM}} 2014)},\\n  author = {Lin, Yu-Ru and Cao, Nan and Gotz, David and Lu, Lu},\\n  year = {2014},\\n  month = dec,\\n  pages = {340--349},\\n  doi = {10.1109/ICDM.2014.24},\\n  url = {http://goo.gl/x0p2JE},\\n}\\n\\n\",\"author_short\":[\"Lin, Y.\",\"Cao, N.\",\"Gotz, D.\",\"Lu, L.\"],\"key\":\"linUnTangleVisualMining2014\",\"id\":\"linUnTangleVisualMining2014\",\"bibbaseid\":\"lin-cao-gotz-lu-untanglevisualminingfordatawithuncertainmultilabelsviatrianglemap-2014\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://goo.gl/x0p2JE\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Do Podcasts and Music Compete with One Another? Understanding Users&#x2019; Audio Streaming Habits\",\"shorttitle\":\"Do Podcasts and Music Compete with One Another?\",\"booktitle\":\"Proceedings of The Web Conference 2020\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Li\"],\"firstnames\":[\"Ang\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wang\"],\"firstnames\":[\"Alice\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Nazari\"],\"firstnames\":[\"Zahra\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Chandar\"],\"firstnames\":[\"Praveen\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Carterette\"],\"firstnames\":[\"Benjamin\"],\"suffixes\":[]}],\"year\":\"2020\",\"series\":\"WWW '20\",\"pages\":\"1920–1931\",\"publisher\":\"Association for Computing Machinery\",\"address\":\"New York, NY, USA\",\"doi\":\"10.1145/3366423.3380260\",\"url\":\"https://doi.org/10.1145/3366423.3380260\",\"urldate\":\"2021-12-22\",\"abstract\":\"Over the past decade, podcasts have been one of the fastest growing online streaming media. Many online audio streaming platforms such as Pandora, Spotify, etc. that traditionally focused on music content have started to incorporate services related to podcasts. Although incorporating new media types such as podcasts has created tremendous opportunities for these streaming platforms to expand their content offering, it also introduces new challenges. Since the functional use of podcasts and music may largely overlap for many people, the two types of content may compete with one another for the finite amount of time that users may allocate for audio streaming. As a result, incorporating podcast listening may influence and change the way users have originally consumed music. Adopting quasi-experimental techniques, the current study assesses the causal influence of adding a new class of content on user listening behavior by using large scale observational data collected from a widely used audio streaming platform. Our results demonstrate that podcast and music consumption compete slightly but do not replace one another – users open another time window to listen to podcasts. In addition, users who have added podcasts to their music listening demonstrate significantly different consumption habits for podcasts vs. music in terms of the streaming time, duration and frequency. Taking all the differences as input features to a machine learning model, we demonstrate that a podcast listening session is predictable at the start of a new listening session. Our study provides a novel contribution for online audio streaming and consumption services to understand their potential consumers and to best support their current users with an improved recommendation system.\",\"isbn\":\"978-1-4503-7023-3\",\"bibtex\":\"@inproceedings{liPodcastsMusicCompete2020,\\n  title = {Do Podcasts and Music Compete with One Another? {{Understanding}} Users\\\\&\\\\#x2019; Audio Streaming Habits},\\n  shorttitle = {Do Podcasts and Music Compete with One Another?},\\n  booktitle = {Proceedings of {{The Web Conference}} 2020},\\n  author = {Li, Ang and Wang, Alice and Nazari, Zahra and Chandar, Praveen and Carterette, Benjamin},\\n  year = {2020},\\n  series = {{{WWW}} '20},\\n  pages = {1920--1931},\\n  publisher = {{Association for Computing Machinery}},\\n  address = {{New York, NY, USA}},\\n  doi = {10.1145/3366423.3380260},\\n  url = {https://doi.org/10.1145/3366423.3380260},\\n  urldate = {2021-12-22},\\n  abstract = {Over the past decade, podcasts have been one of the fastest growing online streaming media. Many online audio streaming platforms such as Pandora, Spotify, etc. that traditionally focused on music content have started to incorporate services related to podcasts. Although incorporating new media types such as podcasts has created tremendous opportunities for these streaming platforms to expand their content offering, it also introduces new challenges. Since the functional use of podcasts and music may largely overlap for many people, the two types of content may compete with one another for the finite amount of time that users may allocate for audio streaming. As a result, incorporating podcast listening may influence and change the way users have originally consumed music. Adopting quasi-experimental techniques, the current study assesses the causal influence of adding a new class of content on user listening behavior by using large scale observational data collected from a widely used audio streaming platform. Our results demonstrate that podcast and music consumption compete slightly but do not replace one another \\\\textendash{} users open another time window to listen to podcasts. In addition, users who have added podcasts to their music listening demonstrate significantly different consumption habits for podcasts vs. music in terms of the streaming time, duration and frequency. Taking all the differences as input features to a machine learning model, we demonstrate that a podcast listening session is predictable at the start of a new listening session. Our study provides a novel contribution for online audio streaming and consumption services to understand their potential consumers and to best support their current users with an improved recommendation system.},\\n  isbn = {978-1-4503-7023-3}\\n}\\n\\n\",\"author_short\":[\"Li, A.\",\"Wang, A.\",\"Nazari, Z.\",\"Chandar, P.\",\"Carterette, B.\"],\"key\":\"liPodcastsMusicCompete2020\",\"id\":\"liPodcastsMusicCompete2020\",\"bibbaseid\":\"li-wang-nazari-chandar-carterette-dopodcastsandmusiccompetewithoneanotherunderstandingusersx2019audiostreaminghabits-2020\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1145/3366423.3380260\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Replacing the Irreplaceable: Fast Algorithms for Team Member Recommendation\",\"booktitle\":\"Proceedings of the 24th International Conference on World Wide Web (WWW 2015)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Li\"],\"firstnames\":[\"Liangyue\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Tong\"],\"firstnames\":[\"Hanghang\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cao\"],\"firstnames\":[\"Nan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Ehrlich\"],\"firstnames\":[\"Kate\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Buchler\"],\"firstnames\":[\"Norbou\"],\"suffixes\":[]}],\"year\":\"2015\",\"publisher\":\"ACM\",\"url\":\"http://www.www2015.it/documents/proceedings/proceedings/p636.pdf\",\"bibtex\":\"@inproceedings{liReplacingIrreplaceableFast2015,\\n  title = {Replacing the {{Irreplaceable}}: {{Fast Algorithms}} for {{Team Member Recommendation}}},\\n  booktitle = {Proceedings of the 24th {{International Conference}} on {{World Wide Web}} ({{WWW}} 2015)},\\n  author = {Li, Liangyue and Tong, Hanghang and Cao, Nan and Ehrlich, Kate and Lin, Yu-Ru and Buchler, Norbou},\\n  year = {2015},\\n  publisher = {{ACM}},\\n  url = {http://www.www2015.it/documents/proceedings/proceedings/p636.pdf},\\n}\\n\\n\",\"author_short\":[\"Li, L.\",\"Tong, H.\",\"Cao, N.\",\"Ehrlich, K.\",\"Lin, Y.\",\"Buchler, N.\"],\"key\":\"liReplacingIrreplaceableFast2015\",\"id\":\"liReplacingIrreplaceableFast2015\",\"bibbaseid\":\"li-tong-cao-ehrlich-lin-buchler-replacingtheirreplaceablefastalgorithmsforteammemberrecommendation-2015\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://www.www2015.it/documents/proceedings/proceedings/p636.pdf\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":1,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Search Mindsets: Understanding Focused and Non-Focused Information Seeking in Music Search\",\"shorttitle\":\"Search Mindsets\",\"booktitle\":\"The World Wide Web Conference\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Li\"],\"firstnames\":[\"Ang\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Thom\"],\"firstnames\":[\"Jennifer\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Chandar\"],\"firstnames\":[\"Praveen\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Hosey\"],\"firstnames\":[\"Christine\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Thomas\"],\"firstnames\":[\"Brian\",\"St.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Garcia-Gathright\"],\"firstnames\":[\"Jean\"],\"suffixes\":[]}],\"year\":\"2019\",\"series\":\"WWW '19\",\"pages\":\"2971–2977\",\"publisher\":\"Association for Computing Machinery\",\"address\":\"New York, NY, USA\",\"doi\":\"10.1145/3308558.3313627\",\"url\":\"https://doi.org/10.1145/3308558.3313627\",\"urldate\":\"2021-12-22\",\"abstract\":\"Music listening is a commonplace activity that has transformed as users engage with online streaming platforms. When presented with anytime, anywhere access to a vast catalog of music, users face challenges in searching for what they want to hear. We propose that users who engage in domain-specific search (e.g., music search) have different information-seeking needs than in general search. Using a mixed-method approach that combines a large-scale user survey with behavior data analyses, we describe the construct of search mindset on a leading online streaming music platform and then investigate two types of search mindsets: focused, where a user is looking for one thing in particular, and non-focused, where a user is open to different results. Our results reveal that searches in the music domain are more likely to be focused than non-focused. In addition, users' behavior (e.g., clicks, streams, querying, etc.) on a music search system is influenced by their search mindset. Finally, we propose design implications for music search systems to best support their users.\",\"isbn\":\"978-1-4503-6674-8\",\"bibtex\":\"@inproceedings{liSearchMindsetsUnderstanding2019,\\n  title = {Search {{Mindsets}}: {{Understanding Focused}} and {{Non-Focused Information Seeking}} in {{Music Search}}},\\n  shorttitle = {Search {{Mindsets}}},\\n  booktitle = {The {{World Wide Web Conference}}},\\n  author = {Li, Ang and Thom, Jennifer and Chandar, Praveen and Hosey, Christine and Thomas, Brian St. and {Garcia-Gathright}, Jean},\\n  year = {2019},\\n  series = {{{WWW}} '19},\\n  pages = {2971--2977},\\n  publisher = {{Association for Computing Machinery}},\\n  address = {{New York, NY, USA}},\\n  doi = {10.1145/3308558.3313627},\\n  url = {https://doi.org/10.1145/3308558.3313627},\\n  urldate = {2021-12-22},\\n  abstract = {Music listening is a commonplace activity that has transformed as users engage with online streaming platforms. When presented with anytime, anywhere access to a vast catalog of music, users face challenges in searching for what they want to hear. We propose that users who engage in domain-specific search (e.g., music search) have different information-seeking needs than in general search. Using a mixed-method approach that combines a large-scale user survey with behavior data analyses, we describe the construct of search mindset on a leading online streaming music platform and then investigate two types of search mindsets: focused, where a user is looking for one thing in particular, and non-focused, where a user is open to different results. Our results reveal that searches in the music domain are more likely to be focused than non-focused. In addition, users' behavior (e.g., clicks, streams, querying, etc.) on a music search system is influenced by their search mindset. Finally, we propose design implications for music search systems to best support their users.},\\n  isbn = {978-1-4503-6674-8}\\n}\\n\\n\",\"author_short\":[\"Li, A.\",\"Thom, J.\",\"Chandar, P.\",\"Hosey, C.\",\"Thomas, B. S.\",\"Garcia-Gathright, J.\"],\"key\":\"liSearchMindsetsUnderstanding2019\",\"id\":\"liSearchMindsetsUnderstanding2019\",\"bibbaseid\":\"li-thom-chandar-hosey-thomas-garciagathright-searchmindsetsunderstandingfocusedandnonfocusedinformationseekinginmusicsearch-2019\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1145/3308558.3313627\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"TEAMOPT: Interactive Team Optimization in Big Networks\",\"booktitle\":\"Proc. of The 25th ACM International Conference on Information and Knowledge Management (CIKM 2016)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Li\"],\"firstnames\":[\"Liangyue\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Tong\"],\"firstnames\":[\"Hanghang\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cao\"],\"firstnames\":[\"Nan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Ehrlich\"],\"firstnames\":[\"Kate\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Buchler\"],\"firstnames\":[\"Norbou\"],\"suffixes\":[]}],\"year\":\"2016\",\"publisher\":\"ACM\",\"bibtex\":\"@inproceedings{liTEAMOPTInteractiveTeam2016,\\n  title = {{{TEAMOPT}}: {{Interactive Team Optimization}} in {{Big Networks}}},\\n  booktitle = {Proc. of {{The}} 25th {{ACM International Conference}} on {{Information}} and {{Knowledge Management}} ({{CIKM}} 2016)},\\n  author = {Li, Liangyue and Tong, Hanghang and Cao, Nan and Ehrlich, Kate and Lin, Yu-Ru and Buchler, Norbou},\\n  year = {2016},\\n  publisher = {{ACM}},\\n}\\n\\n\",\"author_short\":[\"Li, L.\",\"Tong, H.\",\"Cao, N.\",\"Ehrlich, K.\",\"Lin, Y.\",\"Buchler, N.\"],\"key\":\"liTEAMOPTInteractiveTeam2016\",\"id\":\"liTEAMOPTInteractiveTeam2016\",\"bibbaseid\":\"li-tong-cao-ehrlich-lin-buchler-teamoptinteractiveteamoptimizationinbignetworks-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Discovering Opinion Changes in Online Reviews via Learning Fine-grained Sentiments\",\"booktitle\":\"Proceedings of 2016 IEEE International Conference on Collaboration and Internet Computing (IEEE CIC 2016)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Liu\"],\"firstnames\":[\"Zihang\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wang\"],\"firstnames\":[\"Maoquan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lu\"],\"firstnames\":[\"Zhao\"],\"suffixes\":[]}],\"year\":\"2016\",\"publisher\":\"IEEE\",\"doi\":\"10.1109/CIC.2016.015\",\"bibtex\":\"@inproceedings{liuDiscoveringOpinionChanges2016,\\n  title = {Discovering {{Opinion Changes}} in {{Online Reviews}} via {{Learning Fine-grained Sentiments}}},\\n  booktitle = {Proceedings of 2016 {{IEEE International Conference}} on {{Collaboration}} and {{Internet Computing}} ({{IEEE CIC}} 2016)},\\n  author = {Liu, Zihang and Lin, Yu-Ru and Wang, Maoquan and Lu, Zhao},\\n  year = {2016},\\n  publisher = {{IEEE}},\\n  doi = {10.1109/CIC.2016.015},\\n}\\n\\n\",\"author_short\":[\"Liu, Z.\",\"Lin, Y.\",\"Wang, M.\",\"Lu, Z.\"],\"key\":\"liuDiscoveringOpinionChanges2016\",\"id\":\"liuDiscoveringOpinionChanges2016\",\"bibbaseid\":\"liu-lin-wang-lu-discoveringopinionchangesinonlinereviewsvialearningfinegrainedsentiments-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games\",\"booktitle\":\"2018 IEEE International Conference on Data Mining (ICDM)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Liu\"],\"firstnames\":[\"Xi\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Xie\"],\"firstnames\":[\"Muhe\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wen\"],\"firstnames\":[\"Xidao\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Chen\"],\"firstnames\":[\"Rui\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Ge\"],\"firstnames\":[\"Yong\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Duffield\"],\"firstnames\":[\"Nick\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wang\"],\"firstnames\":[\"Na\"],\"suffixes\":[]}],\"year\":\"2018\",\"pages\":\"277–286\",\"issn\":\"2374-8486\",\"doi\":\"10.1109/ICDM.2018.00043\",\"abstract\":\"Mobile gaming has emerged as a promising market with billion-dollar revenues. A variety of mobile game platforms and services have been developed around the world. One critical challenge for these platforms and services is to understand user churn behavior in mobile games. Accurate churn prediction will benefit many stakeholders such as game developers, advertisers, and platform operators. In this paper, we present the first large-scale churn prediction solution for mobile games. In view of the common limitations of the state-of-the-art methods built upon traditional machine learning models, we devise a novel semi-supervised and inductive embedding model that jointly learns the prediction function and the embedding function for user-app relationships. We model these two functions by deep neural networks with a unique edge embedding technique that is able to capture both contextual information and relationship dynamics. We also design a novel attributed random walk technique that takes into consideration both topological adjacency and attribute similarities. To evaluate the performance of our solution, we collect real-world data from the Samsung Game Launcher platform that includes tens of thousands of games and hundreds of millions of user-app interactions. The experimental results with this data demonstrate the superiority of our proposed model against existing state-of-the-art methods.\",\"bibtex\":\"@inproceedings{liuSemiSupervisedInductiveEmbedding2018,\\n  title = {A {{Semi-Supervised}} and {{Inductive Embedding Model}} for {{Churn Prediction}} of {{Large-Scale Mobile Games}}},\\n  booktitle = {2018 {{IEEE International Conference}} on {{Data Mining}} ({{ICDM}})},\\n  author = {Liu, Xi and Xie, Muhe and Wen, Xidao and Chen, Rui and Ge, Yong and Duffield, Nick and Wang, Na},\\n  year = {2018},\\n  pages = {277--286},\\n  issn = {2374-8486},\\n  doi = {10.1109/ICDM.2018.00043},\\n  abstract = {Mobile gaming has emerged as a promising market with billion-dollar revenues. A variety of mobile game platforms and services have been developed around the world. One critical challenge for these platforms and services is to understand user churn behavior in mobile games. Accurate churn prediction will benefit many stakeholders such as game developers, advertisers, and platform operators. In this paper, we present the first large-scale churn prediction solution for mobile games. In view of the common limitations of the state-of-the-art methods built upon traditional machine learning models, we devise a novel semi-supervised and inductive embedding model that jointly learns the prediction function and the embedding function for user-app relationships. We model these two functions by deep neural networks with a unique edge embedding technique that is able to capture both contextual information and relationship dynamics. We also design a novel attributed random walk technique that takes into consideration both topological adjacency and attribute similarities. To evaluate the performance of our solution, we collect real-world data from the Samsung Game Launcher platform that includes tens of thousands of games and hundreds of millions of user-app interactions. The experimental results with this data demonstrate the superiority of our proposed model against existing state-of-the-art methods.}\\n}\\n\\n\",\"author_short\":[\"Liu, X.\",\"Xie, M.\",\"Wen, X.\",\"Chen, R.\",\"Ge, Y.\",\"Duffield, N.\",\"Wang, N.\"],\"key\":\"liuSemiSupervisedInductiveEmbedding2018\",\"id\":\"liuSemiSupervisedInductiveEmbedding2018\",\"bibbaseid\":\"liu-xie-wen-chen-ge-duffield-wang-asemisupervisedandinductiveembeddingmodelforchurnpredictionoflargescalemobilegames-2018\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Connecting Neighbors: The Double-Edged Sword of Mobilization Messaging in Hyper-local Online Forums\",\"booktitle\":\"Proceedings of the 28th ACM Conference on Hypertext and Social Media (Hypertext 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Y.\"],\"key\":\"lopezConnectingNeighborsDoubleEdged2017\",\"id\":\"lopezConnectingNeighborsDoubleEdged2017\",\"bibbaseid\":\"lopez-farzan-lin-connectingneighborsthedoubleedgedswordofmobilizationmessaginginhyperlocalonlineforums-2017\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"What Makes Hyper-Local Online Discussion Forums Sustainable?\",\"booktitle\":\"Proceedings of 48th Annual Hawaii International Conference on System Sciences (HICSS 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2016)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Su\"],\"firstnames\":[\"Yue\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lan\"],\"firstnames\":[\"Ziyi\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Comfort\"],\"firstnames\":[\"Louise\",\"K.\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Joshi\"],\"firstnames\":[\"James\"],\"suffixes\":[]}],\"year\":\"2016\",\"doi\":\"10.1109/CIC.2016.075\",\"bibtex\":\"@inproceedings{suTrackingDisasterResponse2016,\\n  title = {{Tracking Disaster Response and Relief Following the 2015 Nepal Earthquake}},\\n  booktitle = {{International Workshop on Collaborative Internet Computing for Disaster Management (CIC-DM 2016)}},\\n  author = {Su, Yue and Lan, Ziyi and Lin, Yu-Ru and Comfort, Louise K. and Joshi, James},\\n  year = {2016},\\n  doi = {10.1109/CIC.2016.075},\\n}\\n\\n\",\"author_short\":[\"Su, Y.\",\"Lan, Z.\",\"Lin, Y.\",\"Comfort, L. K.\",\"Joshi, J.\"],\"key\":\"suTrackingDisasterResponse2016\",\"id\":\"suTrackingDisasterResponse2016\",\"bibbaseid\":\"su-lan-lin-comfort-joshi-trackingdisasterresponseandrelieffollowingthe2015nepalearthquake-2016\",\"role\":\"author\",\"urls\":{},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Anomaly Detection in Dynamic Networks Using Multi-view Time-Series Hypersphere Learning\",\"booktitle\":\"Proc. of The 26th ACM International Conference on Information and Knowledge Management (CIKM 2017)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Teng\"],\"firstnames\":[\"Xian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wen\"],\"firstnames\":[\"Xidao\"],\"suffixes\":[]}],\"year\":\"2017\",\"url\":\"http://goo.gl/n7tRjW\",\"bibtex\":\"@inproceedings{tengAnomalyDetectionDynamic2017,\\n  title = {Anomaly {{Detection}} in {{Dynamic Networks}} Using {{Multi-view Time-Series Hypersphere Learning}}},\\n  booktitle = {Proc. of {{The}} 26th {{ACM International Conference}} on {{Information}} and {{Knowledge Management}} ({{CIKM}} 2017)},\\n  author = {Teng, Xian and Lin, Yu-Ru and Wen, Xidao},\\n  year = {2017},\\n  url = {http://goo.gl/n7tRjW},\\n}\\n\\n\",\"author_short\":[\"Teng, X.\",\"Lin, Y.\",\"Wen, X.\"],\"key\":\"tengAnomalyDetectionDynamic2017\",\"id\":\"tengAnomalyDetectionDynamic2017\",\"bibbaseid\":\"teng-lin-wen-anomalydetectionindynamicnetworksusingmultiviewtimeserieshyperspherelearning-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://goo.gl/n7tRjW\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Characterizing User Susceptibility to COVID-19 Misinformation on Twitter\",\"booktitle\":\"Proceedings of the 16th International AAAI Conference on Web and Social Media (ICWSM 2022)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Teng\"],\"firstnames\":[\"Xian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Chung\"],\"firstnames\":[\"Wen-Ting\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Li\"],\"firstnames\":[\"Ang\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Kovashka\"],\"firstnames\":[\"Adriana\"],\"suffixes\":[]}],\"year\":\"2022\",\"publisher\":\"AAAI\",\"url\":\"https://arxiv.org/pdf/2109.09532.pdf\",\"bibtex\":\"@inproceedings{tengCharacterizingUserSusceptibility2022,\\n  title = {Characterizing {{User Susceptibility}} to {{COVID-19 Misinformation}} on {{Twitter}}},\\n  booktitle = {Proceedings of the 16th {{International AAAI Conference}} on {{Web}} and {{Social Media}} ({{ICWSM}} 2022)},\\n  author = {Teng, Xian and Lin, Yu-Ru and Chung, Wen-Ting and Li, Ang and Kovashka, Adriana},\\n  year = {2022},\\n  publisher = {{AAAI}},\\n  url = {https://arxiv.org/pdf/2109.09532.pdf},\\n}\\n\\n\",\"author_short\":[\"Teng, X.\",\"Lin, Y.\",\"Chung, W.\",\"Li, A.\",\"Kovashka, A.\"],\"key\":\"tengCharacterizingUserSusceptibility2022\",\"id\":\"tengCharacterizingUserSusceptibility2022\",\"bibbaseid\":\"teng-lin-chung-li-kovashka-characterizingusersusceptibilitytocovid19misinformationontwitter-2022\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://arxiv.org/pdf/2109.09532.pdf\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":12,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Whose Advantage? 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y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Twitter in Academic Conferences: Usage, Networking and Participation over Time\",\"shorttitle\":\"Twitter in Academic Conferences\",\"booktitle\":\"Proceedings of the 25th ACM Conference on Hypertext and Social Media (Hypertext 2014)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Wen\"],\"firstnames\":[\"Xidao\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Trattner\"],\"firstnames\":[\"Christoph\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Parra\"],\"firstnames\":[\"Denis\"],\"suffixes\":[]}],\"year\":\"2014\",\"series\":\"HT '14\",\"pages\":\"285–290\",\"publisher\":\"ACM\",\"address\":\"New York, NY, USA\",\"doi\":\"10.1145/2631775.2631826\",\"url\":\"http://arxiv.org/abs/1403.7772\",\"urldate\":\"2015-03-25\",\"abstract\":\"Twitter is often referred to as a backchannel for conferences. While the main conference takes place in a physical setting, attendees and virtual attendees socialize, introduce new ideas or broadcast information by microblogging on Twitter. In this paper we analyze the scholars' Twitter use in 16 Computer Science conferences over a timespan of five years. Our primary finding is that over the years there are increasing differences with respect to conversation use and information use in Twitter. We studied the interaction network between users to understand whether assumptions about the structure of the conversations hold over time and between different types of interactions, such as retweets, replies, and mentions. While `people come and people go,' we want to understand what keeps people staying engaged with the conference on Twitter. By casting the problem as a classification task, we find different factors that contribute to the continuing participation of users to the online Twitter conference activity. These results have implications for research communities to implement strategies for continuous and active participation among members.\",\"isbn\":\"978-1-4503-2954-5\",\"bibtex\":\"@inproceedings{wenTwitterAcademicConferences2014,\\n  title = {Twitter in {{Academic Conferences}}: {{Usage}}, {{Networking}} and {{Participation}} over {{Time}}},\\n  shorttitle = {Twitter in {{Academic Conferences}}},\\n  booktitle = {Proceedings of the 25th {{ACM Conference}} on {{Hypertext}} and {{Social Media}} ({{Hypertext}} 2014)},\\n  author = {Wen, Xidao and Lin, Yu-Ru and Trattner, Christoph and Parra, Denis},\\n  year = {2014},\\n  series = {{{HT}} '14},\\n  pages = {285--290},\\n  publisher = {{ACM}},\\n  address = {{New York, NY, USA}},\\n  doi = {10.1145/2631775.2631826},\\n  url = {http://arxiv.org/abs/1403.7772},\\n  urldate = {2015-03-25},\\n  abstract = {Twitter is often referred to as a backchannel for conferences. While the main conference takes place in a physical setting, attendees and virtual attendees socialize, introduce new ideas or broadcast information by microblogging on Twitter. In this paper we analyze the scholars' Twitter use in 16 Computer Science conferences over a timespan of five years. Our primary finding is that over the years there are increasing differences with respect to conversation use and information use in Twitter. We studied the interaction network between users to understand whether assumptions about the structure of the conversations hold over time and between different types of interactions, such as retweets, replies, and mentions. While `people come and people go,' we want to understand what keeps people staying engaged with the conference on Twitter. By casting the problem as a classification task, we find different factors that contribute to the continuing participation of users to the online Twitter conference activity. These results have implications for research communities to implement strategies for continuous and active participation among members.},\\n  isbn = {978-1-4503-2954-5},\\n}\\n\\n\",\"author_short\":[\"Wen, X.\",\"Lin, Y.\",\"Trattner, C.\",\"Parra, D.\"],\"key\":\"wenTwitterAcademicConferences2014\",\"id\":\"wenTwitterAcademicConferences2014\",\"bibbaseid\":\"wen-lin-trattner-parra-twitterinacademicconferencesusagenetworkingandparticipationovertime-2014\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://arxiv.org/abs/1403.7772\"},\"metadata\":{\"authorlinks\":{\"parra, d\":\"https://dparra.sitios.ing.uc.cl/publications.php\",\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":2,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Argumentatively Phony? Detecting Misinformation via Argument Mining\",\"booktitle\":\"KDD Workshop on AI-enabled Cybersecurity Analytics (AI4Cyber 2021)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Yan\"],\"firstnames\":[\"Muheng\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Litman\"],\"firstnames\":[\"Diane\"],\"suffixes\":[]}],\"year\":\"2021\",\"publisher\":\"ACM\",\"url\":\"https://www.ai4cyber-kdd.com/KDD-AISec_files/Paper_ArgumentMisinfo-KDD.pdf\",\"bibtex\":\"@inproceedings{yanArgumentativelyPhonyDetecting2021,\\n  title = {{Argumentatively Phony? Detecting Misinformation via Argument Mining}},\\n  booktitle = {{KDD Workshop on AI-enabled Cybersecurity Analytics (AI4Cyber 2021)}},\\n  author = {Yan, Muheng and Lin, Yu-Ru and Litman, Diane},\\n  year = {2021},\\n  publisher = {{ACM}},\\n  url = {https://www.ai4cyber-kdd.com/KDD-AISec_files/Paper_ArgumentMisinfo-KDD.pdf},\\n}\\n\\n\",\"author_short\":[\"Yan, M.\",\"Lin, Y.\",\"Litman, D.\"],\"key\":\"yanArgumentativelyPhonyDetecting2021\",\"id\":\"yanArgumentativelyPhonyDetecting2021\",\"bibbaseid\":\"yan-lin-litman-argumentativelyphonydetectingmisinformationviaargumentmining-2021\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://www.ai4cyber-kdd.com/KDD-AISec_files/Paper_ArgumentMisinfo-KDD.pdf\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":6,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"MimicProp: Learning to Incorporate Lexicon Knowledge into Distributed Word Representation for Social Media Analysis\",\"booktitle\":\"Proceedings of the 14th International AAAI Conference on Web and Social Media (ICWSM 2020)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Yan\"],\"firstnames\":[\"Muheng\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Hwa\"],\"firstnames\":[\"Rebecca\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Ertugrul\"],\"firstnames\":[\"Ali\",\"Mert\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Guo\"],\"firstnames\":[\"Meiqi\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Chung\"],\"firstnames\":[\"Wen-Ting\"],\"suffixes\":[]}],\"year\":\"2020\",\"publisher\":\"AAAI\",\"url\":\"http://bitly.com/mimicprop\",\"bibtex\":\"@inproceedings{yanMimicPropLearningIncorporate2020,\\n  title = {{{MimicProp}}: {{Learning}} to {{Incorporate Lexicon Knowledge}} into {{Distributed Word Representation}} for {{Social Media Analysis}}},\\n  booktitle = {Proceedings of the 14th {{International AAAI Conference}} on {{Web}} and {{Social Media}} ({{ICWSM}} 2020)},\\n  author = {Yan, Muheng and Lin, Yu-Ru and Hwa, Rebecca and Ertugrul, Ali Mert and Guo, Meiqi and Chung, Wen-Ting},\\n  year = {2020},\\n  publisher = {{AAAI}},\\n  url = {http://bitly.com/mimicprop},\\n}\\n\\n\",\"author_short\":[\"Yan, M.\",\"Lin, Y.\",\"Hwa, R.\",\"Ertugrul, A. M.\",\"Guo, M.\",\"Chung, W.\"],\"key\":\"yanMimicPropLearningIncorporate2020\",\"id\":\"yanMimicPropLearningIncorporate2020\",\"bibbaseid\":\"yan-lin-hwa-ertugrul-guo-chung-mimicproplearningtoincorporatelexiconknowledgeintodistributedwordrepresentationforsocialmediaanalysis-2020\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://bitly.com/mimicprop\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":5,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Quantifying Content Polarization on Twitter\",\"booktitle\":\"Proceedings of 2017 IEEE International Conference on Collaboration and Internet Computing (IEEE CIC 2017)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Yan\"],\"firstnames\":[\"Muheng\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wen\"],\"firstnames\":[\"Xidao\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Deng\"],\"firstnames\":[\"Lingjia\"],\"suffixes\":[]}],\"year\":\"2017\",\"publisher\":\"IEEE\",\"url\":\"http://goo.gl/T6NeZw\",\"bibbase_note\":\"(Best Student Paper Award)\",\"bibtex\":\"@inproceedings{yanQuantifyingContentPolarization2017,\\n  title = {Quantifying {{Content Polarization}} on {{Twitter}}},\\n  booktitle = {Proceedings of 2017 {{IEEE International Conference}} on {{Collaboration}} and {{Internet Computing}} ({{IEEE CIC}} 2017)},\\n  author = {Yan, Muheng and Wen, Xidao and Lin, Yu-Ru and Deng, Lingjia},\\n  year = {2017},\\n  publisher = {{IEEE}},\\n  url = {http://goo.gl/T6NeZw},\\n  bibbase_note = {(Best Student Paper Award)},\\n}\\n\\n\",\"author_short\":[\"Yan, M.\",\"Wen, X.\",\"Lin, Y.\",\"Deng, L.\"],\"key\":\"yanQuantifyingContentPolarization2017\",\"id\":\"yanQuantifyingContentPolarization2017\",\"bibbaseid\":\"yan-wen-lin-deng-quantifyingcontentpolarizationontwitter-2017\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://goo.gl/T6NeZw\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"EigenTransitions with Hypothesis Testing: The Anatomy of Urban Mobility\",\"booktitle\":\"Proceedings of the 10th International AAAI Conference on Weblogs and Social Media (ICWSM 2016)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Zhang\"],\"firstnames\":[\"Ke\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Pelechrinis\"],\"firstnames\":[\"Konstantinos\"],\"suffixes\":[]}],\"year\":\"2016\",\"url\":\"http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13042/12768\",\"urldate\":\"2014-06-23\",\"bibtex\":\"@inproceedings{zhangEigenTransitionsHypothesisTesting2016,\\n  title = {{{EigenTransitions}} with {{Hypothesis Testing}}: {{The Anatomy}} of {{Urban Mobility}}},\\n  booktitle = {Proceedings of the 10th {{International AAAI Conference}} on {{Weblogs}} and {{Social Media}} ({{ICWSM}} 2016)},\\n  author = {Zhang, Ke and Lin, Yu-Ru and Pelechrinis, Konstantinos},\\n  year = {2016},\\n  url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13042/12768},\\n  urldate = {2014-06-23},\\n}\\n\\n\",\"author_short\":[\"Zhang, K.\",\"Lin, Y.\",\"Pelechrinis, K.\"],\"key\":\"zhangEigenTransitionsHypothesisTesting2016\",\"id\":\"zhangEigenTransitionsHypothesisTesting2016\",\"bibbaseid\":\"zhang-lin-pelechrinis-eigentransitionswithhypothesistestingtheanatomyofurbanmobility-2016\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13042/12768\"},\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"#FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media\",\"booktitle\":\"IEEE Symposium on Visual Analytics Science and Technology (VAST 2014)\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Zhao\"],\"firstnames\":[\"Jian\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Cao\"],\"firstnames\":[\"Nan\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Wen\"],\"firstnames\":[\"Zhen\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Song\"],\"firstnames\":[\"Yale\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Lin\"],\"firstnames\":[\"Yu-Ru\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Collins\"],\"firstnames\":[\"Christopher\"],\"suffixes\":[]}],\"year\":\"2014\",\"url\":\"http://bit.ly/fluxflow-paper\",\"bibbase_note\":\"(Honorable Mention Award in VAST 2014)\",\"keywords\":\"social media,visual analysis,visualization\",\"bibtex\":\"@inproceedings{zhaoFluxFlowVisualAnalysis2014,\\n  title = {\\\\#{{FluxFlow}}: {{Visual Analysis}} of {{Anomalous Information Spreading}} on {{Social Media}}},\\n  booktitle = {{{IEEE Symposium}} on {{Visual Analytics Science}} and {{Technology}} ({{VAST}} 2014)},\\n  author = {Zhao, Jian and Cao, Nan and Wen, Zhen and Song, Yale and Lin, Yu-Ru and Collins, Christopher},\\n  year = {2014},\\n  url = {http://bit.ly/fluxflow-paper},\\n  bibbase_note = {(Honorable Mention Award in VAST 2014)},\\n  keywords = {social media,visual analysis,visualization}\\n}\\n\\n\",\"author_short\":[\"Zhao, J.\",\"Cao, N.\",\"Wen, Z.\",\"Song, Y.\",\"Lin, Y.\",\"Collins, C.\"],\"key\":\"zhaoFluxFlowVisualAnalysis2014\",\"id\":\"zhaoFluxFlowVisualAnalysis2014\",\"bibbaseid\":\"zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014\",\"role\":\"author\",\"urls\":{\"Paper\":\"http://bit.ly/fluxflow-paper\"},\"keyword\":[\"social media\",\"visual analysis\",\"visualization\"],\"metadata\":{\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\"downloads\":2,\"html\":\"\"}],\n      metadata: {\"owner\":\"lin, y\",\"authorlinks\":{\"lin, y\":\"https://picsolab.github.io/pub.html\"}},\n      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height: 16px;\"/\n           alt=\"bibbase.org\"\n           title=\"BibBase – The easiest way to maintain your publications page.\"\n        ></a>\n    \n  </div>\n  \n\n  <div id=\"bibbase_header\" class=\"dontprint\" style=\"\">\n\n    <ul class=\"nav nav-pills\" style=\"margin: 0px;\">\n\n      <li class=\"dropdown\" id=\"groupby_dropdown\">\n      <a class=\"dropdown-toggle\"\n         data-toggle=\"dropdown\"\n         href=\"#\">\n          Group by\n          <b class=\"caret\"></b>\n      </a>\n      <ul class=\"dropdown-menu\">\n        <li class=\"groupby year\"><a onclick=\"groupby('year')\">\n            Year</a>\n        </li>\n        <li class=\"groupby author\"><a onclick=\"groupby('author_short')\">\n            Author</a>\n        </li>\n        <li class=\"groupby type\"><a onclick=\"groupby('type')\">\n            Type</a>\n        </li>\n        <li class=\"groupby keyword\"><a onclick=\"groupby('keyword')\">\n            Keyword</a>\n        </li>\n        <li 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  title = {{{Break Out}} of a {{Pigeonhole}}: {{A Unified Framework}} for {{Examining Miscaliberation, Bias}} and {{Stereotype}} in {{Recommender Systems}}},
  author = {Ahn, Yongsu and Lin, Yu-Ru},
  year = {2024},
  journal = {ACM Transactions on Intelligent Systems and Technology (TIST)},
  url = {https://arxiv.org/pdf/2312.17443.pdf}
}



@article{tengVISPURVisualAids2023,
  title = {{{VISPUR}}: {{Visual Aids}} for {{Identifying}} and {{Interpreting Spurious Associations}} in {{Data-Driven Decisions}}},
  shorttitle = {{{VISPUR}}},
  author = {Teng, Xian and Ahn, Yongsu and Lin, Yu-Ru},
  year = {2023},
  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
  pages = {1--1},
  url = {https://arxiv.org/pdf/2307.14448.pdf}
}



@article{linMappingLanguageLiteracy2023,
  title = {Mapping Language Literacy at Scale: A Case Study on {{Facebook}}},
  author = {Lin, Yu-Ru and Wu, Shaomei and Mason, Winter},
  year = {2023},
  journal = {EPJ Data Science},
  doi = {10.1140/epjds/s13688-023-00388-4},
  url = {https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-023-00388-4}
}



@article{Yoder2023AWS,
  title={A Weakly Supervised Classifier and Dataset of White Supremacist Language},
  author={Michael Miller Yoder and Ahmad Diab and David West Brown and Kathleen M. Carley},
  journal={ACL},
  year={2023},
  volume={abs/2306.15732},
  doi = {10.48550/arXiv.2306.15732},
  url = {https://arxiv.org/pdf/2306.15732.pdf}
}



@article{ahnFairSightVisualAnalytics2019,
  title = {{{FairSight}}: {{Visual Analytics}} for {{Fairness}} in {{Decision Making}}},
  shorttitle = {{{FairSight}}},
  author = {Ahn, Yongsu and Lin, Yu-Ru},
  year = {2019},
  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
  pages = {1--1},
  issn = {1077-2626},
  doi = {10.1109/TVCG.2019.2934262},
  url = {https://arxiv.org/pdf/1908.00176.pdf},
  abstract = {Data-driven decision making related to individuals has become increasingly pervasive, but the issue concerning the potential discrimination has been raised by recent studies. In response, researchers have made efforts to propose and implement fairness measures and algorithms, but those efforts have not been translated to the real-world practice of data-driven decision making. As such, there is still an urgent need to create a viable tool to facilitate fair decision making. We propose FairSight, a visual analytic system to address this need; it is designed to achieve different notions of fairness in ranking decisions through identifying the required actions - understanding, measuring, diagnosing and mitigating biases - that together lead to fairer decision making. Through a case study and user study, we demonstrate that the proposed visual analytic and diagnostic modules in the system are effective in understanding the fairness-aware decision pipeline and obtaining more fair outcomes.},
}



@article{pei2021optimizing,
  title={Optimizing Respiratory Virus Surveillance Networks using Uncertainty Propagation},
  author={Pei, Sen and Teng, Xian and Lewis, Paul and Shaman, Jeffrey},
  journal={Nature Communications},
  volume={12},
  number={1},
  pages={1--10},
  year={2021},
  doi={https://doi.org/10.1038/s41467-020-20399-3},
  abstract = {Infectious disease prevention, control and forecasting rely on sentinel observations; however, many locations lack the capacity for routine surveillance. Here we show that, by using data from multiple sites collectively, accurate estimation and forecasting of respiratory diseases for locations without surveillance is feasible. We develop a framework to optimize surveillance sites that suppresses uncertainty propagation in a networked disease transmission model. Using influenza outbreaks from 35 US states, the optimized system generates better near-term predictions than alternate systems designed using population and human mobility. We also find that monitoring regional population centers serves as a reasonable proxy for the optimized network and could direct surveillance for diseases with limited records. The  proxy method is validated using model simulations for 3,108 US counties and historical data for two other respiratory pathogens – human metapneumovirus and seasonal coronavirus – from 35 US states and can be used to guide systemic allocation of surveillance efforts.}
}



@article{pei2017efficient,
  title={Efficient Collective Influence Maximization in Cascading Processes with First-Order Transitions},
  author={Pei, Sen and Teng, Xian and Shaman, Jeffrey and Morone, Flaviano and Makse, Hern{\'a}n A},
  journal={Scientific Reports},
  volume={7},
  number={1},
  pages={1--13},
  year={2017},
  doi={https://doi.org/10.1038/srep45240},
  abstract={In many social and biological networks, the collective dynamics of the entire system can be shaped by a small set of influential units through a global cascading process, manifested by an abrupt first-order transition in dynamical behaviors. Despite its importance in applications, efficient identification of multiple influential spreaders in cascading processes still remains a challenging task for large-scale networks. Here we address this issue by exploring the collective influence in general threshold models of cascading process. Our analysis reveals that the importance of spreaders is fixed by the subcritical paths along which cascades propagate: the number of subcritical paths attached to each spreader determines its contribution to global cascades. The concept of subcritical path allows us to introduce a scalable algorithm for massively large-scale networks. Results in both synthetic random graphs and real networks show that the proposed method can achieve larger collective influence given the same number of seeds compared with other scalable heuristic approaches.}
}



@article{teng2016collective,
  title={Collective Influence of Multiple Spreaders Evaluated by Tracing Real Information Flow in Large-Scale Social Networks},
  author={Teng, Xian and Pei, Sen and Morone, Flaviano and Makse, Hern{\'a}n A},
  journal={Scientific Reports},
  volume={6},
  number={1},
  pages={1--11},
  year={2016},
  doi={https://doi.org/10.1038/srep36043},
  abstract={Identifying the most influential spreaders that maximize information flow is a central question in network theory. Recently, a scalable method called “Collective Influence (CI)” has been put forward through collective influence maximization. In contrast to heuristic methods evaluating nodes’ significance separately, CI method inspects the collective influence of multiple spreaders. Despite that CI applies to the influence maximization problem in percolation model, it is still important to examine its efficacy in realistic information spreading. Here, we examine real-world information flow in various social and scientific platforms including American Physical Society, Facebook, Twitter and LiveJournal. Since empirical data cannot be directly mapped to ideal multi-source spreading, we leverage the behavioral patterns of users extracted from data to construct “virtual” information spreading processes. Our results demonstrate that the set of spreaders selected by CI can induce larger scale of information propagation. Moreover, local measures as the number of connections or citations are not necessarily the deterministic factors of nodes’ importance in realistic information spreading. This result has significance for rankings scientists in scientific networks like the APS, where the commonly used number of citations can be a poor indicator of the collective influence of authors in the community.}
}



@article{ahnPolicyFlowInterpretingPolicy2020,
  title = {{{PolicyFlow}}: {{Interpreting Policy Diffusion}} in {{Context}}},
  shorttitle = {{{PolicyFlow}}},
  author = {Ahn, Yongsu and Lin, Yu-Ru},
  year = {2020},
  journal = {ACM Transactions on Interactive Intelligent Systems},
  volume = {10},
  number = {2},
  pages = {13:1--13:23},
  issn = {2160-6455},
  doi = {10.1145/3385729},
  url = {https://bit.ly/policyflow},
  urldate = {2020-06-19},
  abstract = {Stability in social, technical, and financial systems, as well as the capacity of organizations to work across borders, requires consistency in public policy across jurisdictions. The diffusion of laws and regulations across political boundaries can reduce the tension that arises between innovation and consistency. Policy diffusion has been a topic of focus across the social sciences for several decades, but due to limitations of data and computational capacity, researchers have not taken a comprehensive and data-intensive look at the aggregate, cross-policy patterns of diffusion. This work combines visual analytics and text and network analyses to help understand how policies, as represented in digitized text, spread across states. As a result, our approach can quickly guide analysts to progressively gain insights into policy adoption data. We evaluate the effectiveness of our system via case studies with a real-world policy dataset and qualitative interviews with domain experts.},
  bibbase_note = {(Best Paper Award of The Year)},
}



@article{boothNeighborhoodDisadvantageResidents2018,
  title = {Neighborhood {{Disadvantage}}, {{Residents}}' {{Distress}}, and {{Online Social Communication}}: {{Harnessing Twitter Data}} to {{Examine Neighborhood Effects}}},
  author = {Booth, Jaime and Lin, Yu-Ru and Wei, Kai},
  year = {2018},
  journal = {Journal of Community Psychology (JCOP)},
  volume = {46},
  number = {7},
  pages = {829--843},
  doi = {10.1002/jcop.21975}
}



@article{caoEpisogramVisualSummarization2016,
  title = {Episogram: {{Visual Summarization}} of {{Egocentric Social Interactions}}},
  shorttitle = {Episogram},
  author = {Cao, Nan and Lin, Yu-Ru and Du, Fan and Wang, Dashun},
  year = {2016},
  journal = {IEEE Computer Graphics and Applications (CG\&A)},
  volume = {36},
  number = {5},
  pages = {72--81},
  issn = {0272-1716},
  doi = {10.1109/MCG.2015.73},
}



@article{caoSocialHelixVisualAnalysis2014,
  title = {{{SocialHelix}}: {{Visual Analysis}} of {{Sentiment Divergence}} in {{Social Media}}},
  shorttitle = {{{SocialHelix}}},
  author = {Cao, Nan and Lu, Lu and Lin, Yu-Ru and Wang, Fei and Wen, Zhen},
  year = {2014},
  journal = {Journal of Visualization},
  volume = {18},
  number = {2},
  pages = {221--235},
  issn = {1343-8875, 1875-8975},
  doi = {10.1007/s12650-014-0246-x},
  url = {http://link.springer.com/article/10.1007/s12650-014-0246-x},
  urldate = {2015-03-24},
}



@article{caoTargetVueVisualAnalysis2016,
  title = {{{TargetVue}}: {{Visual Analysis}} of {{Anomalous User Behaviors}} in {{Online Communication Systems}}},
  author = {Cao, Nan and Shi, Conglei and Lin, Sabrina and Lu, Jie and Lin, Yu-Ru and Lin, Ching-Yung},
  year = {2016},
  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
  volume = {22},
  number = {1},
  pages = {280--289},
  issn = {1077-2626},
  doi = {10.1109/TVCG.2015.2467196},
  url = {http://bit.ly/targetvue},
}




@article{caoUnTangleMapVisual2015,
  title = {{{UnTangle Map}}: {{Visual Analysis}} of {{Probabilistic Multi-Label Data}}},
  author = {Cao, Nan and Lin, Yu-Ru and Gotz, David},
  year = {2015},
  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
  volume = {22},
  number = {2},
  pages = {1149--1163},
  doi = {10.1109/TVCG.2015.2424878},
}



@article{caoVoilaVisualAnomaly2018,
  title = {Voila: {{Visual Anomaly Detection}} and {{Monitoring}} with {{Streaming Spatiotemporal Data}}},
  author = {Cao, Nan and Lin, Chaoguang and Zhu, Qiuhan and Lin, Yu-Ru and Teng, Xian and Wen, Xidao},
  year = {2018},
  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
  volume = {24},
  number = {1},
  pages = {23--33},
  doi = {10.1109/TVCG.2017.2744419},
  url = {http://bit.ly/voila-paper},
}



@article{caoZGlyphVisualizingOutliers2017,
  title = {Z-{{Glyph}}: {{Visualizing Outliers}} in {{Multivariate Data}}},
  author = {Cao, Nan and Lin, Yu-Ru and Gotz, David and Du, Fan},
  year = {2017},
  journal = {Information Visualization},
  doi = {10.1177/1473871616686635},
}



@article{ertugrulActivismAttentionInterpretable2019,
  title = {Activism via {{Attention}}: {{Interpretable Spatiotemporal Learning}} to {{Forecast Protest Activities}}},
  author = {Ertugrul, Ali Mert and Lin, Yu-Ru and Chung, Wen-Ting and Yan, Muheng and Li, Ang},
  year = {2019},
  journal = {EPJ Data Science},
  doi = {10.1140/epjds/s13688-019-0183-y},
  url = {https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-019-0183-y},
}



@article{hajiseyedjavadiLearningEmbeddingsMultiplex2019,
  title = {Learning Embeddings for Multiplex Networks Using Triplet Loss},
  author = {Hajiseyedjavadi, Seyedsaeed and Lin, Yu-Ru and Pelechrinis, Konstantinos},
  year = {2019},
  journal = {Applied Network Science},
  volume = {4},
  number = {1},
  pages = {125},
  publisher = {{Springer}},
  doi = {10.1007/s41109-019-0242-0},
  url = {https://link.springer.com/content/pdf/10.1007/s41109-019-0242-0.pdf},
}



@article{heMeasuringMonitoringCollective2017,
  title = {Measuring and {{Monitoring Collective Attention During Shocking Events}}},
  author = {He, Xingsheng and Lin, Yu-Ru},
  year = {2017},
  journal = {EPJ Data Science},
  volume = {6},
  number = {30},
  doi = {10.1140/epjds/s13688-017-0126-4},
  url = {http://rdcu.be/zcPU},
  urldate = {2015-01-05},
}



@article{jinCharacterizingUsersCheckin2014,
  title = {Characterizing {{Users}}' {{Check-in Activities Using Their Scores}} in a {{Location-based Social Network}}},
  author = {Jin, Lei and Long, Xuelian and Zhang, Ke and Lin, Yu-Ru and Joshi, James},
  year = {2014},
  month = jun,
  journal = {Multimedia Systems},
  volume = {22},
  number = {1},
  pages = {87---98},
  issn = {0942-4962, 1432-1882},
  doi = {10.1007/s00530-014-0395-8},
  url = {http://link.springer.com/article/10.1007/s00530-014-0395-8},
  urldate = {2014-06-23},
}



@article{jinUnderstandingGamificationUsers2014,
  title = {Towards {{Understanding}} the {{Gamification}} upon {{Users}}' {{Scores}} in a {{Location-based Social Network}}},
  author = {Jin, Lei and Zhang, Ke and Lu, Jianfeng and Lin, Yu-Ru},
  year = {2014},
  month = nov,
  journal = {Multimedia Tools and Applications},
  pages = {1--25},
  issn = {1380-7501, 1573-7721},
  doi = {10.1007/s11042-014-2317-3},
  url = {http://link.springer.com/article/10.1007/s11042-014-2317-3},
  urldate = {2015-03-24},
}



@article{liEnhancingTeamComposition2017,
  title = {Enhancing {{Team Composition}} in {{Professional Networks}}: {{Problem Definitions}} and {{Fast Solutions}}},
  author = {Li, Liangyue and Tong, Hanghang and Cao, Nan and Ehrlich, Kate and Lin, Yu-Ru and Buchler, Norbou},
  year = {2017},
  journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},
  volume = {29},
  number = {3},
  pages = {613--626},
  issn = {1041-4347},
  doi = {10.1109/TKDE.2016.2633464},
}



@article{linAnomalyDetectionSpatialtemporal2018,
  title = {Anomaly {{Detection}} in {{Spatial-temporal Data}} via {{Regularized Non-Negative Tensor Analysis}}},
  author = {Lin, Chaoguang and Zhu, Qiuhan and Guo, Shunan and Jin, Zhuochen and Lin, Yu-Ru and Cao, Nan},
  year = {2018},
  journal = {Data Mining and Knowledge Discovery (DAMI)},
  volume = {32},
  number = {4},
  pages = {1056--1073},
  issn = {1384-5810},
  doi = {10.1007/s10618-018-0560-3},
  url = {https://link.springer.com/article/10.1007/s10618-018-0560-3},
}



@article{linDynamicsTwitterUsers2020,
  title = {The Dynamics of {{Twitter}} Users' Gun Narratives across Major Mass Shooting Events},
  author = {Lin, Yu-Ru and Chung, Wen-Ting},
  year = {2020},
  journal = {Humanities and Social Sciences Communications},
  volume = {7},
  number = {1},
  pages = {46},
  issn = {2662-9992},
  doi = {10.1057/s41599-020-00533-8},
  url = {https://doi.org/10.1057/s41599-020-00533-8},
  abstract = {This study reveals a shift of gun-related narratives created by two ideological groups during three high-profile mass shootings in the United States across the years from 2016 to 2018. It utilizes large-scale, longitudinal social media traces from over 155,000 ideology-identifiable Twitter users. The study design leveraged both the linguistic dictionary approach as well as thematic coding inspired by Narrative Policy Framework, which allows for statistical and qualitative comparison. We found several distinctive narrative characteristics between the two ideology groups in response to the shooting events\textemdash two groups differed by how they incorporated linguistic and narrative features in their tweets in terms of policy stance, attribution (how one believed to be the problem, the cause or blame, and the solution), the rhetoric employed, and emotion throughout the incidents. The findings suggest how shooting events may penetrate the public discursive processes that had been previously dominated by existing ideological references and may facilitate discussions beyond ideological identities. Overall, in the wake of mass shooting events, the tweets adhering to the majority policy stance within a camp declined, whereas the proportion of mixed or flipped stance tweets increased. Meanwhile, more tweets were observed to express causal reasoning of a held policy stance, and a different pattern in the use of rhetoric schemes, such as the decline of provocative ridicule, emerged. The shifting patterns in users' narratives coincide with the two groups distinctive emotional response revealed in text. These findings offer insights into the opportunity to reconcile conflicts and the potential for creating civic technologies to improve the interpretability of linguistic and narrative signals and to support diverse narratives and framing.},
}



@article{linGeographyMoneyPolitics2017,
  title = {The {{Geography}} of {{Money}} and {{Politics}}: {{Population Density}}, {{Social Networking}} and {{Political Contributions}}},
  author = {Lin, Yu-Ru and Kennedy, Ryan and Lazer, David},
  year = {2017},
  journal = {Research \& Politics},
  volume = {4},
  number = {4},
  doi = {10.1177/2053168017742015},
  url = {http://journals.sagepub.com/eprint/z5Bh7RZvUYViqxgw8RMC/full},
}



@article{linRippleFearSympathy2014,
  title = {The {{Ripple}} of {{Fear}}, {{Sympathy}} and {{Solidarity During}} the {{Boston Bombings}}},
  author = {Lin, Yu-Ru and Margolin, Drew},
  year = {2014},
  journal = {EPJ Data Science},
  volume = {3},
  number = {1},
  pages = {31},
  issn = {2193-1127},
  doi = {10.1140/epjds/s13688-014-0031-z},
  url = {http://epjds.epj.org/articles/epjdata/abs/2014/01/13688_2014_Article_31/13688_2014_Article_31.html},
  urldate = {2015-01-05},
}



@article{linRisingTidesRising2014,
  title = {Rising {{Tides}} or {{Rising Stars}}?: {{Dynamics}} of {{Shared Attention}} on {{Twitter}} during {{Media Events}}},
  shorttitle = {Rising {{Tides}} or {{Rising Stars}}?},
  author = {Lin, Yu-Ru and Keegan, Brian and Margolin, Drew and Lazer, David},
  year = {2014},
  month = may,
  journal = {PLoS ONE},
  volume = {9},
  number = {5},
  pages = {e94093},
  doi = {10.1371/journal.pone.0094093},
  url = {http://dx.doi.org/10.1371/journal.pone.0094093},
  urldate = {2014-06-23},
}



@article{linTracingCoordinationCooperation2014,
  title = {Tracing {{Coordination}} and {{Cooperation Structures}} via {{Semantic Burst Detection}}},
  author = {Lin, Yu-Ru and Margolin, Drew and Lazer, David},
  year = {2014},
  month = oct,
  journal = {EAI Endorsed Transactions on Collaborative Computing},
  volume = {1},
  number = {2},
  pages = {e7},
  issn = {2312-8623},
  doi = {10.4108/cc.1.2.e7},
  url = {http://eudl.eu/doi/10.4108/cc.1.2.e7},
  urldate = {2015-03-24},
}



@article{linTrackingAnalyzingIndividual2017,
  title = {Tracking and {{Analyzing Individual Distress Following Terrorist Attacks Using Social Media Streams}}},
  author = {Lin, Yu-Ru and Margolin, Drew and Wen, Xidao},
  year = {2017},
  journal = {Risk Analysis},
  volume = {37},
  number = {8},
  pages = {1580--1605},
  doi = {10.1111/risa.12829},
  url = {http://goo.gl/RNVRmJ},
}



@article{linUncoveringSocialSemantics2015,
  title = {Uncovering {{Social Semantics From Textual Traces}}: {{A Theory-Driven Approach}} and {{Evidence From Public Statements}} of {{U}}.{{S}}. {{Members}} of {{Congress}}},
  author = {Lin, Yu-Ru and Margolin, Drew and Lazer, David},
  year = {2015},
  journal = {Journal of the Association for Information Science and Technology (JASIST)},
  volume = {67},
  number = {9},
  pages = {2072--2089},
  doi = {10.1002/asi.23540},
  url = {http://onlinelibrary.wiley.com/enhanced/doi/10.1002/asi.23540/},
}



@article{linWatchingHowIdeas2013,
  title = {{Watching How Ideas Spread Over Social Media}},
  author = {Lin, Yu-Ru and Lazer, David and Cao, Nan},
  year = {2013},
  month = mar,
  journal = {Leonardo},
  volume = {46},
  number = {3},
  pages = {277--277},
  issn = {0024-094X},
  doi = {10.1162/LEON_a_00573},
  url = {http://dx.doi.org/10.1162/LEON_a_00573},
  urldate = {2013-08-26},
  abstract = {Social media, like Twitter, have been widely used for exchanging information, opinions and emotions about events happening across the world. The authors introduce a new visualization tool for tracing the process of information diffusion on social media in real time. The design highlights the social, spatiotemporal processes of diffusion based on a sunflower metaphor whose seeds are often dispersed far away. The design facilitates an understanding of when, where and how a piece of information is dispersed for large-scale events, including campaigns and earthquakes, as a tool witnessing today's information consumption and dispersion in the wild.}
}



@article{lopezMythsCitizenParticipation2017,
  title = {Behind the Myths of Citizen Participation: {{Identifying}} Sustainability Factors of Hyper-Local Information Systems},
  author = {Lopez, Claudia and Farzan, Rosta and Lin, Yu-Ru},
  year = {2017},
  journal = {ACM Transactions on Internet Technology (TOIT)},
  volume = {18},
  number = {1},
  doi = {10.1145/3093892},
  url = {http://bit.ly/behind-myths-citizen},
}



@article{luVisualTopicDiscovering2016,
  title = {Visual Topic Discovering, Tracking and Summarization from Social Media Streams},
  author = {Lu, Zhao and Lin, Yu-Ru and Huang, Xiaoxia and Xiong, Naixue and Fang, Zhijun},
  year = {2016},
  journal = {Multimedia Tools and Applications},
  doi = {10.1007/s11042-016-3877-1},
}



@article{margolinWikiWorthyCollectiveJudgment2015,
  title = {Wiki-{{Worthy}}: {{Collective Judgment}} of {{Candidate Notability}}},
  author = {Margolin, Drew and Goodman, Sasha and Keegan, Brian and Lin, Yu-Ru and Lazer, David},
  year = {2015},
  journal = {Information, Communication and Society},
  volume = {19},
  number = {8},
  pages = {1029--1045},
  doi = {10.1080/1369118X.2015.1069871},
}



@article{parraTwitterAcademicEvents2016,
  title = {Twitter in {{Academic Events}}: {{A Study}} of {{Temporal Usage}}, {{Communication}}, {{Sentimental}} and {{Topical Patterns}} in 16 {{Computer Science Conferences Computer Communications}}},
  author = {Parra, Denis and Trattner, Christoph and Gomez, Diego and Hurtado, Matias and Wen, Xidao and Lin, Yu-Ru},
  year = {2016},
  journal = {Computer Communications},
  volume = {73},
  pages = {301--314},
  doi = {10.1016/j.comcom.2015.07.001},
}



@article{ahnTribeNotCritical2022a,
  title = {Tribe or {{Not}}? {{Critical Inspection}} of {{Group Differences Using TribalGram}}},
  shorttitle = {Tribe or {{Not}}?},
  author = {Ahn, Yongsu and Yan, Muheng and Lin, Yu-Ru and Chung, Wen-Ting and Hwa, Rebecca},
  year = {2022},
  journal = {ACM Transactions on Interactive Intelligent Systems (TiiS)},
  volume = {12},
  number = {1},
  pages = {1--34},
  publisher = {{ACM New York, NY}},
  url = {https://arxiv.org/pdf/2303.09664.pdf}
}



@article{tengStoCastStochasticDisease2021,
  title = {{{StoCast}}: {{Stochastic}} Disease Forecasting with Progression Uncertainty},
  author = {Teng, Xian and Pei, Sen and Lin, Yu-Ru},
  year = {2021},
  journal = {IEEE Journal of Biomedical and Health Informatics},
  volume = {25},
  number = {3},
  pages = {850--861},
  issn = {2168-2208},
  doi = {10.1109/JBHI.2020.3006719},
  url = {https://bit.ly/stocast-deepgen},
  abstract = {Forecasting patients' disease progressions with rich longitudinal clinical data has attracted much attention in recent years due to its potential application in healthcare. Researchers have tackled this problem by leveraging traditional machine learning, statistical techniques and deep learning based models. However, existing methods suffer from either deterministic internal structures or over-simplified stochastic components, failing to deal with complex uncertain scenarios such as progression uncertainty (i.e., multiple possible trajectories) and data uncertainty (i.e., imprecise observations and misdiagnosis). In the face of such uncertainties, we move beyond those formulations and ask a challenging question: What is the distribution of a patient's possible health states at a future time For this purpose, we propose a novel deep generative model, named Stochastic Disease Forecasting Model (StoCast), along with an associated neural network architecture, called StoCastNet, that can be trained efficiently via stochastic optimization techniques. Our StoCast model contains internal stochastic components that can tolerate departures of observed data from patients' true health states, and more importantly, is able to produce a comprehensive estimate of future disease progression possibilities. Based on two public datasets related to Alzheimer's disease and Parkinson's disease, we demonstrate that our StoCast model achieves robust and superior performance than deterministic baseline approaches, and conveys richer information that can potentially assist doctors to make decisions with greater confidence in a complex uncertain scenario.},
  keywords = {Deep Generative Models,Disease Forecasting,Neural Networks,Progression Uncertainty}
}



@article{tooleTrackingEmploymentShocks2015,
  title = {Tracking {{Employment Shocks Using Mobile Phone Data}}},
  author = {Toole, Jameson L. and Lin, Yu-Ru and Muehlegger, Erich and Shoag, Daniel and Gonzalez, Marta C. and Lazer, David},
  year = {2015},
  journal = {Journal of the Royal Society Interface (J. R. Soc. Interface)},
  volume = {12},
  number = {107},
  doi = {10.1098/rsif.2015.0185},
  url = {http://arxiv.org/pdf/1505.06791v1.pdf},
}



@article{wenEventAnalyticsDiscriminant2018,
  title = {Event {{Analytics}} via {{Discriminant Tensor Factorization}}},
  author = {Wen, Xidao and Lin, Yu-Ru and Pelechrinis, Konstantinos},
  year = {2018},
  journal = {ACM Transactions on Knowledge Discovery from Data (TKDD)},
  volume = {12},
  number = {6},
  pages = {72},
  doi = {10.1145/3184455},
  url = {http://bit.ly/event-tensor-fac},
}



@article{wormwoodPsychologicalImpactMass2019,
  title = {Psychological Impact of Mass Violence Depends on Affective Tone of Media Content},
  author = {Wormwood, Jolie Baumann and Lin, Yu-Ru and Lynn, Spencer K. and Barrett, Lisa Feldman and Quigley, Karen S.},
  year = {2019},
  journal = {PLoS One},
  volume = {14},
  number = {4},
  pages = {e0213891},
  doi = {10.1371/journal.pone.0213891},
  url = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0213891}
}



@article{zhangDatadrivenComputationalSocial2020,
  title = {Data-Driven {{Computational Social Science}}: {{A Survey}}},
  shorttitle = {Data-Driven {{Computational Social Science}}},
  author = {Zhang, Jun and Wang, Wei and Xia, Feng and Lin, Yu-Ru and Tong, Hanghang},
  year = {2020},
  journal = {Big Data Research},
  pages = {100145},
  publisher = {{Elsevier}},
  doi = {10.1016/j.bdr.2020.100145},
  url = {https://arxiv.org/pdf/2008.12372.pdf}
}



@article{zhaoFluxFlowVisualAnalysis2014a,
  title = {\#{{FluxFlow}}: {{Visual Analysis}} of {{Anomalous Information Spreading}} on {{Social Media}}},
  shorttitle = {\#{{FluxFlow}}},
  author = {Zhao, Jian and Cao, Nan and Wen, Zhen and Song, Yale and Lin, Yu-Ru and Collins, Christopher},
  year = {2014},
  month = dec,
  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},
  volume = {20},
  number = {12},
  pages = {1773--1782},
  issn = {1077-2626},
  doi = {10.1109/TVCG.2014.2346922},
  url = {http://bit.ly/fluxflow-paper},
}




@incollection{ahn2022improving,
  title={Improving Citizen-initiated Police Reform Efforts through Interactive Design: A Case Study in Allegheny County},
  author={Ahn, Yongsu and Beigel, Eliana and Braun, Noah and Griffin, Collin and Linardi, Sera and Mickles, Blair and Rial, Emmaline},
  booktitle={Equity and Access in Algorithms, Mechanisms, and Optimization},
  pages={1--10},
  year={2022}
}



@incollection{linEventrelatedCrowdActivities2015,
  title = {Event-Related {{Crowd Activities}} on {{Social Media}}},
  booktitle = {Social {{Phenomena}}: {{From Data Analysis}} to {{Models}}},
  author = {Lin, Yu-Ru},
  year = {2015},
  publisher = {{Springer}},
  url = {http://www.springer.com/978-3-319-14010-0},
  isbn = {978-3-319-14011-7},
}



@incollection{pelechrinisTensorbasedAnalysisUrban2017,
  title = {Tensor-Based {{Analysis}} for {{Urban Networks}}},
  booktitle = {Encyclopedia of {{Social Networks}} and {{Mining}}},
  author = {Pelechrinis, Konstantinos and Lin, Yu-Ru},
  year = {2017},
  publisher = {{Springer}},
  url = {https://link.springer.com/referenceworkentry/10.1007%2F978-1-4614-7163-9_110174-1},
  isbn = {978-1-4614-7163-9},
}



@incollection{wangLearningEmergenciesBig2014,
  title = {Learning {{Emergencies}} from {{Big Data}}},
  booktitle = {Encyclopedia of {{Social Networks}} and {{Mining}}},
  author = {Wang, Dashun and Lin, Yu-Ru and Bagrow, James P.},
  year = {2014},
  publisher = {{Springer}},
  url = {http://www.springer.com/computer/communication+networks/book/978-1-4614-6169-2},
  isbn = {978-1-4614-6169-2},
}



@inproceedings{diabConspiratorialNarratives2024,
  title = {Classifying {{Conspiratorial Narratives At Scale: False Alarms}} and {{Erroneous Connections}}},
  booktitle = {Proceedings of the 18th {{International AAAI Conference}} on {{Weblogs}} and {{Social Media}} ({{ICWSM}} 2024)},
  author = {Diab, Ahmad and Rr, Nefriana and Lin, Yu-Ru},
  year = {2024},
  url = {https://arxiv.org/pdf/2404.00141.pdf}
}
 


@inproceedings{yanOnlineOfflineConfrontations2024,
  title = {From {{Posts}} to {{Pavement}}, or {{Vice Versa? The Dynamic Interplay Between Online Activism}} and {{Offline Confrontations}}},
  booktitle = {Proceedings of the 18th {{International AAAI Conference}} on {{Web}} and {{Social Media}} ({{ICWSM}} 2024)},
  author = {Yan, Muheng and Chiang, Amy Yunyu and Lin, Yu-Ru},
  year = {2024},
}



@inproceedings{ahnHungerGist2023,
  title = {{{HungerGist}}: {{An Interpretable Predictive Model}} for {{Food Insecurity}}},
  shorttitle = {{{HungerGist}}},
  booktitle = {IEEE International Conference on Big Data (Big Data)},
  author = {Ahn, Yongsu and Yan, Muheng and Lin, Yu-Ru and Wang, Zian},
  year = {2023},
  publisher = {{IEEE}},
  url = {https://arxiv.org/pdf/2311.10953.pdf}
}



@inproceedings{biswasDynamics2023,
  title = {The {{Dynamics}} of {{Political Narratives During}} the {{Russian Invasion}} of {{Ukraine}}},
  booktitle = {{{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \& {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2023)},
  author = {Biswas, Ahana and Niven, Tim and Lin, Yu-Ru},
  year = {2023},
  url = {https://arxiv.org/pdf/2307.13753.pdf}
}



@inproceedings{ahnESCAPECounteringSystematic2023,
  title = {{{ESCAPE}}: {{Countering Systematic Errors}} from {{Machine}}'s {{Blind Spots}} via {{Interactive Visual Analysis}}},
  shorttitle = {{{ESCAPE}}},
  booktitle = {Proceedings of the {{ACM SIGCHI Conference}} on {{Human Factors}} in {{Computing Systems}} ({{CHI}} 2023)},
  author = {Ahn, Yongsu and Lin, Yu-Ru and Xu, Panpan and Dai, Zeng},
  year = {2023},
  publisher = {{ACM}},
  url = {https://arxiv.org/pdf/2303.09657.pdf},
  url_Video = {https://www.youtube.com/watch?v=A5yk6vW402U}
}



@inproceedings{diabOnlineOfflineCrossover2023,
  title = {Online to {{Offline Crossover}} of {{White Supremacist Propaganda}}},
  booktitle = {Companion {{Proceedings}} of the {{Web Conference}} 2023 ({{WWW}} '23 {{Companion}})},
  author = {Diab, Ahmed and Jagdagdorj, Bolor-Erdene and Ng, Lynnette Hui Xian and Lin, Yu-Ru and Yoder, Michael Miller},
  year = {2023},
  publisher = {{ACM}},
  doi = {10.48550/arXiv.2303.07838},
  url = {https://arxiv.org/pdf/2303.07838.pdf}
}



@inproceedings{liIdentifyingUnderstandingSocial2022,
  title = {Identifying and {{Understanding Social Media Gatekeepers}}: {{A Case Study}} of {{Gatekeepers}} for {{Immigration Related News}} on {{Twitter}}},
  booktitle = {Proceedings of the {{ACM}} on {{Human-Computer Interaction}} ({{CSCW}} 2022)},
  author = {Li, Ang and Farzan, Rosta and Lin, Yu-Ru and Zhou, Yingfan and Teng, Xian and Yan, Muheng},
  year = {2022},
  publisher = {{ACM}},
  url = {https://dl.acm.org/doi/pdf/10.1145/3555195}
}




@inproceedings{ahnPolicyFlowInterpretingPolicy2018,
  title = {{PolicyFlow: Interpreting Policy Diffusion in Context}},
  booktitle = {{KDD 2018 Workshop on Interactive Data Exploration and Analytics (IDEA 2018)}},
  author = {Ahn, Yongsu and Lin, Yu-Ru},
  year = {2018},
  volume = {46},
  pages = {829--843},
}



@inproceedings{caoGMinerInteractiveVisual2015,
  title = {G-{{Miner}}: {{Interactive Visual Group Mining}} on {{Multivariate Graphs}}},
  shorttitle = {G-{{Miner}}},
  booktitle = {Proceedings of the {{ACM SIGCHI Conference}} on {{Human Factors}} in {{Computing Systems}} ({{CHI}} 2015)},
  author = {Cao, Nan and Lin, Yu-Ru and Li, Liangyue and Tong, Hanghang},
  year = {2015},
  publisher = {{ACM}},
  url = {http://goo.gl/BtStZK},
  urldate = {2015-03-12},
}



@inproceedings{caoTargetVueVisualAnalysis2015,
  title = {{{TargetVue}}: {{Visual Analysis}} of {{Anomalous User Behaviors}} in {{Online Communication Systems}}},
  booktitle = {{{IEEE Symposium}} on {{Visual Analytics Science}} and {{Technology}} ({{VAST}} 2015)},
  author = {Cao, Nan and Shi, Conglei and Lin, Sabrina and Lu, Jie and Lin, Yu-Ru and Lin, Ching-Yung},
  year = {2015},
  url = {http://bit.ly/targetvue},
}



@inproceedings{caoVoilaVisualAnomaly2017,
  title = {Voila: {{Visual Anomaly Detection}} and {{Monitoring}} with {{Streaming Spatiotemporal Data}}},
  booktitle = {{{IEEE Symposium}} on {{Visual Analytics Science}} and {{Technology}} ({{VAST}} 2017)},
  author = {Cao, Nan and Lin, Chaoguang and Zhu, Qiuhan and Lin, Yu-Ru and Teng, Xian and Wen, Xidao},
  year = {2017},
  url = {http://bit.ly/voila-paper},
}



@inproceedings{chauPredictingStudentsPerformance2017,
  title = {Predicting {{Students Performance Based}} on {{Their Reading Behaviors}}},
  booktitle = {2017 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \& {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2017)},
  author = {Chau, Hung and Li, Ang and Lin, Yu-Ru},
  year = {2017},
}



@inproceedings{chengVisualFactoringHistorical2016,
  title = {Visual {{Factoring}} of {{Historical Immigration Flows}} in the {{USA}}},
  booktitle = {{{iConference}} 2016},
  author = {Cheng, Ruoxuan and Fan, Yitian and Jin, Sanchuan and Lin, Yu-Ru},
  year = {2016},
}



@inproceedings{chungDynamicsGroupRisk2016,
  title = {The {{Dynamics}} of {{Group Risk Perception}} in the {{US After Paris Attacks}}},
  booktitle = {Proc. of the 8th {{International Conference}} on {{Social Informatics}} ({{SocInfo}} 2016)},
  author = {Chung, Wen-Ting and Wei, Kai and Lin, Yu-Ru and Wen, Xidao},
  year = {2016},
  doi = {10.1007/978-3-319-47880-7_11},
  url = {http://goo.gl/FIoSGP},
  bibbase_note = {(Best Paper Award)},
}



@inproceedings{chungMarchFeetTalking2018,
  title = {March with and without {{Feet}}: {{The Talking}} about {{Protests}} and {{Beyond}}},
  booktitle = {Proc. of the 10th {{International Conference}} on {{Social Informatics}} ({{SocInfo}} 2018)},
  author = {Chung, Wen-Ting and Lin, Yu-Ru and Li, Ang and Ertugrul, Ali Mert and Yan, Muheng},
  year = {2018},
  doi = {10.1007/978-3-030-01129-1_9},
  url = {http://bit.ly/march-without-feet},
}



@inproceedings{chungProbingConstructValidity2016,
  title = {{Probing Construct Validity in Data-driven Disaster Analysis}},
  booktitle = {{International Workshop on Collaborative Internet Computing for Disaster Management (CIC-DM 2016)}},
  author = {Chung, Wen-Ting and Lin, Yu-Ru},
  year = {2016},
  doi = {10.1109/CIC.2016.076},
}



@inproceedings{dingSentimentAnalysisPolitical2017,
  title = {Sentiment {{Analysis}} and {{Political Party Classification}} in 2016 {{U}}.{{S}}. {{President Debates}} in {{Twitter}}},
  booktitle = {2017 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \& {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2017)},
  author = {Ding, Tianyu and Deng, Junyi and Li, Jingting and Lin, Yu-Ru},
  year = {2017},
}



@inproceedings{duISphereFocusContext2017,
  title = {{{iSphere}}: {{Focus}}+{{Context Sphere Visualization}} for {{Interactive Large Graph Exploration}}},
  shorttitle = {{{iSphere}}},
  booktitle = {Proceedings of the {{ACM SIGCHI Conference}} on {{Human Factors}} in {{Computing Systems}} ({{CHI}} 2017)},
  author = {Du, Fan and Cao, Nan and Lin, Yu-Ru and Xu, Panpan and Tong, Hanghang},
  year = {2017},
  publisher = {{ACM}},
  url = {http://goo.gl/8yS4GH},
}



@inproceedings{duTrajectoryBundlingAnimated2015,
  title = {Trajectory {{Bundling}} for {{Animated Transitions}}},
  shorttitle = {Traj},
  booktitle = {Proceedings of the {{ACM SIGCHI Conference}} on {{Human Factors}} in {{Computing Systems}} ({{CHI}} 2015)},
  author = {Du, Fan and Cao, Nan and Zhao, Jian and Lin, Yu-Ru},
  year = {2015},
  publisher = {{ACM}},
  url = {http://goo.gl/EmBJ4S},
  urldate = {2015-03-12},
}



@inproceedings{ertugrulCASTNetCommunityAttentiveSpatioTemporal2019,
  title = {{{CASTNet}}: {{Community-Attentive Spatio-Temporal Networks}} for {{Opioid Overdose Forecasting}}},
  booktitle = {Proceedings of {{Joint European Conference}} on {{Machine Learning}} and {{Knowledge Discovery}} in {{Databases}} ({{ECML PKDD}} 2019)},
  author = {Ertugrul, Ali Mert and Lin, Yu-Ru and Temizel, Tugba Taskaya},
  year = {2019},
  url = {http://bit.ly/community-attentive},
}



@inproceedings{ertugrulForecastingHeroinOverdose2018,
  title = {Forecasting {{Heroin Overdose Occurrences}} from {{Crime Incidents}}},
  booktitle = {2018 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \& {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2018)},
  author = {Ertugrul, Ali Mert and Lin, Yu-Ru and Mair, Christina and Temizel, Tugba Taskaya},
  year = {2018},
  url = {http://sbp-brims.org/2018/proceedings/papers/challenge_papers/SBP-BRiMS_2018_paper_122.pdf},
}



@inproceedings{farzanWhatHappensOffline2016,
  title = {What {{Happens Offline Stays Offline}}? {{Identifiers}} of the {{Sustainability}} of {{Hybrid Social Web Systems}}},
  booktitle = {Proceedings of the 27th {{ACM Conference}} on {{Hypertext}} and {{Social Media}} ({{Hypertext}} 2016)},
  author = {Farzan, Rosta and Lu, Di and Lin, Yu-Ru},
  year = {2016},
  series = {{{HT}} '16},
  publisher = {{ACM}},
}



@inproceedings{guerraProblemSolvingGenome2014,
  title = {The {{Problem Solving Genome}}: {{Analyzing Sequential Patterns}} of {{Student Work}} with {{Parameterized Exercises}}},
  booktitle = {Proceedings of {{The}} 7th {{International Conference}} on {{Educational Data Mining}} ({{EDM}} 2014)},
  author = {Guerra, Julio and Sahebi, Shaghayegh and Lin, Yu-Ru and Brusilovsky, Peter},
  year = {2014},
  url = {http://goo.gl/VdFlHh},
}



@inproceedings{guoInflatingTopicRelevance2020,
  title = {Inflating {{Topic Relevance}} with {{Ideology}}: {{A Case Study}} of {{Political Ideology Bias}} in {{Social Topic Detection Models}}},
  booktitle = {Proceedings of {{The}} 28th {{International Conference}} on {{Computational Linguistics}} ({{COLING-2020}})},
  author = {Guo, Meiqi and Hwa, Rebecca and Lin, Yu-Ru and Chung, Wen-Ting},
  year = {2020},
  url = {http://bit.ly/bias-inflating},
}



@inproceedings{heMonitoringCollectiveAttention2016,
  title = {{Monitoring Collective Attention During Disasters}},
  booktitle = {{International Workshop on Collaborative Internet Computing for Disaster Management (CIC-DM 2016)}},
  author = {He, Xingsheng and Lin, Yu-Ru},
  year = {2016},
  doi = {10.1109/CIC.2016.068},
}



@inproceedings{heSignalsNoiseActionable2017,
  title = {The {{Signals}} and {{Noise}}: {{Actionable Information}} in {{Improvised Social Media Channels During}} a {{Disaster}}},
  booktitle = {Proceedings of {{Web Science}} 2017 ({{WebSci}} 2017)},
  author = {He, Xingsheng and Lu, Di and Margolin, Drew and Wang, Mengdi and Idrissi, Salma E and Lin, Yu-Ru},
  year = {2017},
  url = {http://goo.gl/qRdibS},
}



@inproceedings{javadiDiscoveringFunctionalityUrban2018,
  title = {{Discovering Functionality of Urban Regions by Learning Low-dimensional Representations of a Spatial Multiplex Network}},
  booktitle = {{KDD 2018 Mining Urban Data (MUD) Workshop}},
  author = {Javadi, Saeed and Lin, Yu-Ru and Pelechrinis, Konstantinos},
  year = {2018},
}



@inproceedings{jinTELELINKLinkPrediction2016,
  title = {{{TELELINK}}: {{Link Prediction}} in {{Social Network Based}} on {{Multiplex Cohesive Structures}}},
  booktitle = {2016 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \& {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2016)},
  author = {Jin, Di and Wang, Mengdi and Lin, Yu-Ru},
  year = {2016},
  doi = {10.1007/978-3-319-39931-7_17},
}



@inproceedings{leInformationNetworkMining2014,
  title = {{Information Network Mining: A Case For Emgergency Scenarios}},
  booktitle = {{The 2014 KDD Workshop on Learning about Emergencies from Social Information (KDD-LESI 2014)}},
  author = {Le, Anh and Lin, Yu-Ru and Pelechrinis, Konstantinos},
  year = {2014},
  copyright = {10}
}



@inproceedings{linAssessingSentimentSegregation2014,
  title = {Assessing {{Sentiment Segregation}} in {{Urban Communities}}},
  booktitle = {International {{Conference}} on {{Social Computing}} ({{SocialCom}} 2014)},
  author = {Lin, Yu-Ru},
  year = {2014},
  publisher = {{ACE}},
  url = {http://goo.gl/5SPp5F},
}



@inproceedings{linRipplesFearComfort2014,
  title = {The {{Ripples}} of {{Fear}}, {{Comfort}} and {{Community Identity During}} the {{Boston Bombings}}},
  booktitle = {{{iConference}} 2014},
  author = {Lin, Yu-Ru},
  year = {2014},
  doi = {10.9776/14331},
  url = {https://www.ideals.illinois.edu/bitstream/handle/2142/47411/331_ready.pdf},
}



@inproceedings{linUnTangleVisualMining2014,
  title = {{{UnTangle}}: {{Visual Mining}} for {{Data}} with {{Uncertain Multi-labels}} via {{Triangle Map}}},
  shorttitle = {{{UnTangle}}},
  booktitle = {2014 {{IEEE International Conference}} on {{Data Mining}} ({{ICDM}} 2014)},
  author = {Lin, Yu-Ru and Cao, Nan and Gotz, David and Lu, Lu},
  year = {2014},
  month = dec,
  pages = {340--349},
  doi = {10.1109/ICDM.2014.24},
  url = {http://goo.gl/x0p2JE},
}



@inproceedings{liPodcastsMusicCompete2020,
  title = {Do Podcasts and Music Compete with One Another? {{Understanding}} Users\&\#x2019; Audio Streaming Habits},
  shorttitle = {Do Podcasts and Music Compete with One Another?},
  booktitle = {Proceedings of {{The Web Conference}} 2020},
  author = {Li, Ang and Wang, Alice and Nazari, Zahra and Chandar, Praveen and Carterette, Benjamin},
  year = {2020},
  series = {{{WWW}} '20},
  pages = {1920--1931},
  publisher = {{Association for Computing Machinery}},
  address = {{New York, NY, USA}},
  doi = {10.1145/3366423.3380260},
  url = {https://doi.org/10.1145/3366423.3380260},
  urldate = {2021-12-22},
  abstract = {Over the past decade, podcasts have been one of the fastest growing online streaming media. Many online audio streaming platforms such as Pandora, Spotify, etc. that traditionally focused on music content have started to incorporate services related to podcasts. Although incorporating new media types such as podcasts has created tremendous opportunities for these streaming platforms to expand their content offering, it also introduces new challenges. Since the functional use of podcasts and music may largely overlap for many people, the two types of content may compete with one another for the finite amount of time that users may allocate for audio streaming. As a result, incorporating podcast listening may influence and change the way users have originally consumed music. Adopting quasi-experimental techniques, the current study assesses the causal influence of adding a new class of content on user listening behavior by using large scale observational data collected from a widely used audio streaming platform. Our results demonstrate that podcast and music consumption compete slightly but do not replace one another \textendash{} users open another time window to listen to podcasts. In addition, users who have added podcasts to their music listening demonstrate significantly different consumption habits for podcasts vs. music in terms of the streaming time, duration and frequency. Taking all the differences as input features to a machine learning model, we demonstrate that a podcast listening session is predictable at the start of a new listening session. Our study provides a novel contribution for online audio streaming and consumption services to understand their potential consumers and to best support their current users with an improved recommendation system.},
  isbn = {978-1-4503-7023-3}
}



@inproceedings{liReplacingIrreplaceableFast2015,
  title = {Replacing the {{Irreplaceable}}: {{Fast Algorithms}} for {{Team Member Recommendation}}},
  booktitle = {Proceedings of the 24th {{International Conference}} on {{World Wide Web}} ({{WWW}} 2015)},
  author = {Li, Liangyue and Tong, Hanghang and Cao, Nan and Ehrlich, Kate and Lin, Yu-Ru and Buchler, Norbou},
  year = {2015},
  publisher = {{ACM}},
  url = {http://www.www2015.it/documents/proceedings/proceedings/p636.pdf},
}



@inproceedings{liSearchMindsetsUnderstanding2019,
  title = {Search {{Mindsets}}: {{Understanding Focused}} and {{Non-Focused Information Seeking}} in {{Music Search}}},
  shorttitle = {Search {{Mindsets}}},
  booktitle = {The {{World Wide Web Conference}}},
  author = {Li, Ang and Thom, Jennifer and Chandar, Praveen and Hosey, Christine and Thomas, Brian St. and {Garcia-Gathright}, Jean},
  year = {2019},
  series = {{{WWW}} '19},
  pages = {2971--2977},
  publisher = {{Association for Computing Machinery}},
  address = {{New York, NY, USA}},
  doi = {10.1145/3308558.3313627},
  url = {https://doi.org/10.1145/3308558.3313627},
  urldate = {2021-12-22},
  abstract = {Music listening is a commonplace activity that has transformed as users engage with online streaming platforms. When presented with anytime, anywhere access to a vast catalog of music, users face challenges in searching for what they want to hear. We propose that users who engage in domain-specific search (e.g., music search) have different information-seeking needs than in general search. Using a mixed-method approach that combines a large-scale user survey with behavior data analyses, we describe the construct of search mindset on a leading online streaming music platform and then investigate two types of search mindsets: focused, where a user is looking for one thing in particular, and non-focused, where a user is open to different results. Our results reveal that searches in the music domain are more likely to be focused than non-focused. In addition, users' behavior (e.g., clicks, streams, querying, etc.) on a music search system is influenced by their search mindset. Finally, we propose design implications for music search systems to best support their users.},
  isbn = {978-1-4503-6674-8}
}



@inproceedings{liTEAMOPTInteractiveTeam2016,
  title = {{{TEAMOPT}}: {{Interactive Team Optimization}} in {{Big Networks}}},
  booktitle = {Proc. of {{The}} 25th {{ACM International Conference}} on {{Information}} and {{Knowledge Management}} ({{CIKM}} 2016)},
  author = {Li, Liangyue and Tong, Hanghang and Cao, Nan and Ehrlich, Kate and Lin, Yu-Ru and Buchler, Norbou},
  year = {2016},
  publisher = {{ACM}},
}



@inproceedings{liuDiscoveringOpinionChanges2016,
  title = {Discovering {{Opinion Changes}} in {{Online Reviews}} via {{Learning Fine-grained Sentiments}}},
  booktitle = {Proceedings of 2016 {{IEEE International Conference}} on {{Collaboration}} and {{Internet Computing}} ({{IEEE CIC}} 2016)},
  author = {Liu, Zihang and Lin, Yu-Ru and Wang, Maoquan and Lu, Zhao},
  year = {2016},
  publisher = {{IEEE}},
  doi = {10.1109/CIC.2016.015},
}



@inproceedings{liuSemiSupervisedInductiveEmbedding2018,
  title = {A {{Semi-Supervised}} and {{Inductive Embedding Model}} for {{Churn Prediction}} of {{Large-Scale Mobile Games}}},
  booktitle = {2018 {{IEEE International Conference}} on {{Data Mining}} ({{ICDM}})},
  author = {Liu, Xi and Xie, Muhe and Wen, Xidao and Chen, Rui and Ge, Yong and Duffield, Nick and Wang, Na},
  year = {2018},
  pages = {277--286},
  issn = {2374-8486},
  doi = {10.1109/ICDM.2018.00043},
  abstract = {Mobile gaming has emerged as a promising market with billion-dollar revenues. A variety of mobile game platforms and services have been developed around the world. One critical challenge for these platforms and services is to understand user churn behavior in mobile games. Accurate churn prediction will benefit many stakeholders such as game developers, advertisers, and platform operators. In this paper, we present the first large-scale churn prediction solution for mobile games. In view of the common limitations of the state-of-the-art methods built upon traditional machine learning models, we devise a novel semi-supervised and inductive embedding model that jointly learns the prediction function and the embedding function for user-app relationships. We model these two functions by deep neural networks with a unique edge embedding technique that is able to capture both contextual information and relationship dynamics. We also design a novel attributed random walk technique that takes into consideration both topological adjacency and attribute similarities. To evaluate the performance of our solution, we collect real-world data from the Samsung Game Launcher platform that includes tens of thousands of games and hundreds of millions of user-app interactions. The experimental results with this data demonstrate the superiority of our proposed model against existing state-of-the-art methods.}
}



@inproceedings{lopezConnectingNeighborsDoubleEdged2017,
  title = {Connecting {{Neighbors}}: The {{Double-Edged Sword}} of {{Mobilization Messaging}} in {{Hyper-local Online Forums}}},
  booktitle = {Proceedings of the 28th {{ACM Conference}} on {{Hypertext}} and {{Social Media}} ({{Hypertext}} 2017)},
  author = {Lopez, Claudia and Farzan, Rosta and Lin, Yu-Ru},
  year = {2017},
  series = {{{HT}} '17},
  publisher = {{ACM}},
}



@inproceedings{lopezWhatMakesHyperLocal2015,
  title = {What {{Makes Hyper-Local Online Discussion Forums Sustainable}}?},
  booktitle = {Proceedings of 48th {{Annual Hawaii International Conference}} on {{System Sciences}} ({{HICSS}} 2015)},
  author = {Lopez, Claudia and Lin, Yu-Ru and Farzan, Rosta},
  year = {2015},
  url = {http://www.yurulin.com/download/pub/conference/lopez2015_hyperlocal_hicss.pdf},
  bibbase_note = {(Honorable Mention Award)},
}



@inproceedings{luClassifyingQuestionsFinegrained2016,
  title = {Classifying {{Questions}} into {{Fine-grained}} Categories Using {{Topic Enriching}}},
  booktitle = {Proceedings of 17th {{International Conference}} on {{Information Reuse}} and {{Integration}} ({{IEEE IRI}} 2016)},
  author = {Lu, Zhao and Lin, Yu-Ru and Zhang, Qing and Chen, Mengwei},
  year = {2016}
}



@inproceedings{luUnderstandingHealthInformation2015,
  title = {Understanding {{Health Information Intent}} via {{Crowdsourcing}}: {{Challenges}} and {{Opportunities}}},
  booktitle = {{{iConference}} 2015},
  author = {Lu, Di and Lu, Yihang and Jeng, Wei and Farzan, Rosta and Lin, Yu-Ru},
  year = {2015},
  url = {http://hdl.handle.net/2142/73704},
  bibbase_note = {(Best Poster Award Finalist)},
}



@inproceedings{margolinConversingReflectiveGlory2015,
  title = {Conversing in {{Reflective Glory}}: {{A Systematic Study Using National Football League Games}}},
  booktitle = {Proceedings of the 9th {{International AAAI Conference}} on {{Weblogs}} and {{Social Media}} ({{ICWSM}} 2015)},
  author = {Margolin, Drew and Liao, David and Lin, Yu-Ru},
  year = {2015},
  url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10567/10464},
  urldate = {2014-06-23},
}



@inproceedings{sahebiTensorFactorizationStudent2016,
  title = {{Tensor Factorization for Student Modeling and Performance Prediction in Unstructured Domain}},
  booktitle = {{Machine Learning for Digital Education and Assessment Systems (MLDEAS), ICML 2016 Workshop}},
  author = {Sahebi, Shaghayegh and Lin, Yu-Ru and Brusilovsky, Peter},
  year = {2016},
}



@inproceedings{sahebiTensorFactorizationStudent2016a,
  title = {Tensor {{Factorization}} for {{Student Modeling}} and {{Performance Prediction}} in {{Unstructured Domain}}},
  booktitle = {Proceedings of {{The}} 9th {{International Conference}} on {{Educational Data Mining}} ({{EDM}} 2016)},
  author = {Sahebi, Shaghayegh and Lin, Yu-Ru and Brusilovsky, Peter},
  year = {2016},
  url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper_150.pdf},
}



@inproceedings{suTrackingDisasterResponse2016,
  title = {{Tracking Disaster Response and Relief Following the 2015 Nepal Earthquake}},
  booktitle = {{International Workshop on Collaborative Internet Computing for Disaster Management (CIC-DM 2016)}},
  author = {Su, Yue and Lan, Ziyi and Lin, Yu-Ru and Comfort, Louise K. and Joshi, James},
  year = {2016},
  doi = {10.1109/CIC.2016.075},
}



@inproceedings{tengAnomalyDetectionDynamic2017,
  title = {Anomaly {{Detection}} in {{Dynamic Networks}} Using {{Multi-view Time-Series Hypersphere Learning}}},
  booktitle = {Proc. of {{The}} 26th {{ACM International Conference}} on {{Information}} and {{Knowledge Management}} ({{CIKM}} 2017)},
  author = {Teng, Xian and Lin, Yu-Ru and Wen, Xidao},
  year = {2017},
  url = {http://goo.gl/n7tRjW},
}



@inproceedings{tengCharacterizingUserSusceptibility2022,
  title = {Characterizing {{User Susceptibility}} to {{COVID-19 Misinformation}} on {{Twitter}}},
  booktitle = {Proceedings of the 16th {{International AAAI Conference}} on {{Web}} and {{Social Media}} ({{ICWSM}} 2022)},
  author = {Teng, Xian and Lin, Yu-Ru and Chung, Wen-Ting and Li, Ang and Kovashka, Adriana},
  year = {2022},
  publisher = {{AAAI}},
  url = {https://arxiv.org/pdf/2109.09532.pdf},
}



@inproceedings{ertugrulWhoseAdvantageMeasuring2022,
  title = {Whose {{Advantage}}? {{Measuring Attention Dynamics}} across {{YouTube}} and {{Twitter}} on {{Controversial Topics}}},
  booktitle = {Proceedings of the 16th {{International AAAI Conference}} on {{Web}} and {{Social Media}} ({{ICWSM}} 2022)},
  author = {Ertugrul, Ali Mert and Lee, Jooyoung and Wu, Siqi and Lin, Yu-Ru and Xie, Lexing},
  year = {2022},
  publisher = {{AAAI}},
  url = {https://arxiv.org/pdf/2204.00988.pdf},
}



@inproceedings{mesuterhanVisualPersuasionCOVID192022,
  title = {Visual {{Persuasion}} in {{COVID-19 Social Media Content}}: {{A Multi-Modal Characterization}}},
  booktitle = {Companion {{Proceedings}} of the {{Web Conference}} 2022 ({{WWW}} '22 {{Companion}})},
  author = {Mesut Erhan, Unal and Kovashka, Adriana and Chung, Wen-Ting and Lin, Yu-Ru},
  year = {2022},
  publisher = {{ACM}},
  url = {https://arxiv.org/pdf/2112.13910.pdf},
}



@inproceedings{yanAreMutatedMisinformation2022,
  title = {Are {{Mutated Misinformation More Contagious}}? {{A Case Study}} of {{COVID-19 Misinformation}} on {{Twitter}}},
  booktitle = {Proceedings of {{Web Science}} 2022 ({{WebSci}} 2022)},
  author = {Yan, Muheng and Chung, Wen-Ting and Lin, Yu-Ru},
  year = {2022},
  doi = {10.1145/3501247.3531562},
  url = {https://dl.acm.org/doi/pdf/10.1145/3501247.3531562}
}




@inproceedings{tengDeepHypersphereRobust2018,
  title = {Deep into {{Hypersphere}}: {{Robust}} and {{Unsupervised Anomaly Discovery}} in {{Dynamic Networks}}},
  booktitle = {Proceedings of the 27th {{International Joint Conference}} on {{Artificial Intelligence}} ({{IJCAI}} 2018)},
  author = {Teng, Xian and Yan, Muheng and Ertugrul, Ali Mert and Lin, Yu-Ru},
  year = {2018},
  url = {http://goo.gl/e3aons},
}



@inproceedings{tsaiEvolutionScientificProductivity2015,
  title = {The {{Evolution}} of {{Scientific Productivity}} of {{Junior Scholars}}},
  booktitle = {{{iConference}} 2015},
  author = {Tsai, Chun-Hua and Lin, Yu-Ru},
  year = {2015},
  url = {http://hdl.handle.net/2142/73728},
}



@inproceedings{tsaiMediaReportingInternational2014,
  title = {From {{Media Reporting}} to {{International Relations}}: {{A Case Study}} of {{Asia-Pacific Economic Cooperation}} ({{APEC}})},
  booktitle = {Proceedings of {{Web Science}} 2014 ({{WebSci}} 2014)},
  author = {Tsai, Chun-Hua and Lin, Yu-Ru},
  year = {2014},
}



@inproceedings{tsaiTracingPredictingCollaboration2016,
  title = {{Tracing and Predicting Collaboration for Junior Scholars}},
  booktitle = {{WWW 2016 BigScholar Workshop, WWW 2016 Companion Proceedings}},
  author = {Tsai, Chun-Hua and Lin, Yu-Ru},
  year = {2016},
}



@inproceedings{wangLinkPredictionMultiHashing2016,
  title = {Link {{Prediction}} via {{Multi-Hashing Framework}}},
  booktitle = {2016 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \& {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2016)},
  author = {Wang, Mengdi and Lin, Yu-Ru},
  year = {2016},
  doi = {10.1007/978-3-319-39931-7_16},
}



@inproceedings{weiEvolutionLatinoThreat2016,
  title = {The {{Evolution}} of {{Latino Threat Narrative}} from 1997 to 2014},
  booktitle = {{{iConference}} 2016},
  author = {Wei, Kai and Lin, Yu-Ru},
  year = {2016},
  url = {https://www.ideals.illinois.edu/bitstream/handle/2142/89416/Wei582.pdf},
  bibbase_note = {(Best Poster Award Finalist)},
}



@inproceedings{weiExaminingProtestIntervention2020,
  title = {Examining {{Protest}} as {{An Intervention}} to {{Reduce Online Prejudice}}: {{A Case Study}} of {{Prejudice Against Immigrants}}},
  booktitle = {Proceedings of {{The Web Conference}} 2020 ({{WWW}} 2020)},
  author = {Wei, Kai and Lin, Yu-Ru and Yan, Muheng},
  year = {2020},
  doi = {10.1145/3366423.3380307},
  url = {http://bit.ly/protest-counter-prejudice},
}



@inproceedings{wenFacItFactorizingTensors2019,
  title = {{{FacIt}}: {{Factorizing Tensors}} into {{Interpretable}} and {{Scrutinizable Patterns}}},
  booktitle = {{{IEEE Symposium}} on {{Visual Analytics Science}} and {{Technology}} ({{VAST}} 2019)},
  author = {Wen, Xidao and Lin, Yu-Ru and Ahn, Yongsu and Pelechrinis, Konstantinos and Liu, Xi and Cao, Nan},
  year = {2019},
}



@inproceedings{wenInformationSeekingResponding2015,
  title = {Information {{Seeking}} and {{Responding Networks}} in {{Physical Gatherings}}: {{A Case Study}} of {{Academic Conferences}} in {{Twitter}}},
  booktitle = {Proceedings of the 2015 {{ACM}} on {{Conference}} on {{Online Social Networks}} ({{COSN}} 2015)},
  author = {Wen, Xidao and Lin, Yu-Ru},
  year = {2015},
  pages = {197--208},
  publisher = {{ACM}},
  address = {{Stanford University, California, USA}},
  doi = {10.1145/2817946.2817960},
  url = {http://goo.gl/9w182o},
}



@inproceedings{wenIterativeDiscriminantTensor2019,
  title = {Iterative {{Discriminant Tensor Factorization}} for {{Behavior Comparison}} in {{Massive Open Online Courses}}},
  booktitle = {Proceedings of {{The Web Conference}} 2019 ({{WWW}} 2019)},
  author = {Wen, Xidao and Lin, Yu-Ru and Liu, Xi and Brusilovsky, Peter and Barria Pineda, Jordan},
  year = {2019},
  doi = {10.1145/3308558.3313713},
  url = {http://d-scholarship.pitt.edu/36851/3/p2068-wen.pdf},
}



@inproceedings{wenPairFacEventAnalytics2016,
  title = {{{PairFac}}: {{Event Analytics}} through {{Discriminant Tensor Factorization}}},
  booktitle = {Proc. of {{The}} 25th {{ACM International Conference}} on {{Information}} and {{Knowledge Management}} ({{CIKM}} 2016)},
  author = {Wen, Xidao and Lin, Yu-Ru and Pelechrinis, Konstantinos},
  year = {2016},
  doi = {10.1145/2983323.2983837},
  url = {http://goo.gl/fg7qYI},
}



@inproceedings{wenRolesInformationSeeking2016,
  title = {The {{Roles}} of {{Information Seeking Dynamics}} in {{Sustaining}} the {{Community Participation}}},
  booktitle = {Proceedings of 2016 {{IEEE International Conference}} on {{Collaboration}} and {{Internet Computing}} ({{IEEE CIC}} 2016)},
  author = {Wen, Xidao and Lu, Di and Lin, Yu-Ru and Lopez, Claudia},
  year = {2016},
  publisher = {{IEEE}},
}



@inproceedings{wenSensingDistressFollowing2016,
  title = {Sensing {{Distress Following A Terrorist Event}}},
  booktitle = {2016 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \& {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2016)},
  author = {Wen, Xidao and Lin, Yu-Ru},
  year = {2016},
  doi = {10.1007/978-3-319-39931-7_36},
  url = {http://goo.gl/2230pP},
}



@inproceedings{wenTweetingQuestionsAcademic2015,
  title = {Tweeting {{Questions}} in {{Academic Conferences}}: {{Seeking}} or {{Promoting Information}}?},
  booktitle = {{{iConference}} 2015},
  author = {Wen, Xidao and Lin, Yu-Ru},
  year = {2015},
  url = {http://hdl.handle.net/2142/73712},
}



@inproceedings{wenTwitterAcademicConferences2014,
  title = {Twitter in {{Academic Conferences}}: {{Usage}}, {{Networking}} and {{Participation}} over {{Time}}},
  shorttitle = {Twitter in {{Academic Conferences}}},
  booktitle = {Proceedings of the 25th {{ACM Conference}} on {{Hypertext}} and {{Social Media}} ({{Hypertext}} 2014)},
  author = {Wen, Xidao and Lin, Yu-Ru and Trattner, Christoph and Parra, Denis},
  year = {2014},
  series = {{{HT}} '14},
  pages = {285--290},
  publisher = {{ACM}},
  address = {{New York, NY, USA}},
  doi = {10.1145/2631775.2631826},
  url = {http://arxiv.org/abs/1403.7772},
  urldate = {2015-03-25},
  abstract = {Twitter is often referred to as a backchannel for conferences. While the main conference takes place in a physical setting, attendees and virtual attendees socialize, introduce new ideas or broadcast information by microblogging on Twitter. In this paper we analyze the scholars' Twitter use in 16 Computer Science conferences over a timespan of five years. Our primary finding is that over the years there are increasing differences with respect to conversation use and information use in Twitter. We studied the interaction network between users to understand whether assumptions about the structure of the conversations hold over time and between different types of interactions, such as retweets, replies, and mentions. While `people come and people go,' we want to understand what keeps people staying engaged with the conference on Twitter. By casting the problem as a classification task, we find different factors that contribute to the continuing participation of users to the online Twitter conference activity. These results have implications for research communities to implement strategies for continuous and active participation among members.},
  isbn = {978-1-4503-2954-5},
}



@inproceedings{yanArgumentativelyPhonyDetecting2021,
  title = {{Argumentatively Phony? Detecting Misinformation via Argument Mining}},
  booktitle = {{KDD Workshop on AI-enabled Cybersecurity Analytics (AI4Cyber 2021)}},
  author = {Yan, Muheng and Lin, Yu-Ru and Litman, Diane},
  year = {2021},
  publisher = {{ACM}},
  url = {https://www.ai4cyber-kdd.com/KDD-AISec_files/Paper_ArgumentMisinfo-KDD.pdf},
}



@inproceedings{yanMimicPropLearningIncorporate2020,
  title = {{{MimicProp}}: {{Learning}} to {{Incorporate Lexicon Knowledge}} into {{Distributed Word Representation}} for {{Social Media Analysis}}},
  booktitle = {Proceedings of the 14th {{International AAAI Conference}} on {{Web}} and {{Social Media}} ({{ICWSM}} 2020)},
  author = {Yan, Muheng and Lin, Yu-Ru and Hwa, Rebecca and Ertugrul, Ali Mert and Guo, Meiqi and Chung, Wen-Ting},
  year = {2020},
  publisher = {{AAAI}},
  url = {http://bitly.com/mimicprop},
}



@inproceedings{yanQuantifyingContentPolarization2017,
  title = {Quantifying {{Content Polarization}} on {{Twitter}}},
  booktitle = {Proceedings of 2017 {{IEEE International Conference}} on {{Collaboration}} and {{Internet Computing}} ({{IEEE CIC}} 2017)},
  author = {Yan, Muheng and Wen, Xidao and Lin, Yu-Ru and Deng, Lingjia},
  year = {2017},
  publisher = {{IEEE}},
  url = {http://goo.gl/T6NeZw},
  bibbase_note = {(Best Student Paper Award)},
}



@inproceedings{zhangEigenTransitionsHypothesisTesting2016,
  title = {{{EigenTransitions}} with {{Hypothesis Testing}}: {{The Anatomy}} of {{Urban Mobility}}},
  booktitle = {Proceedings of the 10th {{International AAAI Conference}} on {{Weblogs}} and {{Social Media}} ({{ICWSM}} 2016)},
  author = {Zhang, Ke and Lin, Yu-Ru and Pelechrinis, Konstantinos},
  year = {2016},
  url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13042/12768},
  urldate = {2014-06-23},
}



@inproceedings{zhaoFluxFlowVisualAnalysis2014,
  title = {\#{{FluxFlow}}: {{Visual Analysis}} of {{Anomalous Information Spreading}} on {{Social Media}}},
  booktitle = {{{IEEE Symposium}} on {{Visual Analytics Science}} and {{Technology}} ({{VAST}} 2014)},
  author = {Zhao, Jian and Cao, Nan and Wen, Zhen and Song, Yale and Lin, Yu-Ru and Collins, Christopher},
  year = {2014},
  url = {http://bit.ly/fluxflow-paper},
  bibbase_note = {(Honorable Mention Award in VAST 2014)},
  keywords = {social media,visual analysis,visualization}
}

\">\n            <i class=\"fa fa-download fa-fw\"></i> Download BibTeX\n          </a>\n        </li>\n        <li>\n          <a href=\"//bibbase.org/rss?bib=http://picsolab.github.io/picsolab.bib\">\n            <i class=\"fa fa-rss fa-fw\"></i> RSS Feed\n          </a>\n          </li>\n      </ul>\n      </li>\n\n      \n\n\n      \n    </ul>\n\n\n    <div class=\"alert alert-success bibbase_msg\" id=\"bibbase_msg_embed\"\n         style=\"display: none;\">\n\n      Excellent! 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<a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2312.17443.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ahn-lin-breakoutofapigeonholeaunifiedframeworkforexaminingmiscaliberationbiasandstereotypeinrecommendersystems-2024', 'https://arxiv.org/pdf/2312.17443.pdf', event);\">\n    Break Out of a Pigeonhole: A Unified Framework for Examining Miscaliberation, Bias and Stereotype in Recommender Systems.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>ACM Transactions on Intelligent Systems and Technology (TIST)</i>.  2024.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2312.17443.pdf\"\n     onclick=\"log_download('ahn-lin-breakoutofapigeonholeaunifiedframeworkforexaminingmiscaliberationbiasandstereotypeinrecommendersystems-2024', 'https://arxiv.org/pdf/2312.17443.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Break Out of a Pigeonhole: A Unified Framework for Examining Miscaliberation, Bias and Stereotype in Recommender Systems [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ahn-lin-breakoutofapigeonholeaunifiedframeworkforexaminingmiscaliberationbiasandstereotypeinrecommendersystems-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ahn-lin-breakoutofapigeonholeaunifiedframeworkforexaminingmiscaliberationbiasandstereotypeinrecommendersystems-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{tengVISPURVisualAids2023,\n  title = {{{Break Out}} of a {{Pigeonhole}}: {{A Unified Framework}} for {{Examining Miscaliberation, Bias}} and {{Stereotype}} in {{Recommender Systems}}},\n  author = {Ahn, Yongsu and Lin, Yu-Ru},\n  year = {2024},\n  journal = {ACM Transactions on Intelligent Systems and Technology (TIST)},\n  url = {https://arxiv.org/pdf/2312.17443.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"diab-rr-lin-classifyingconspiratorialnarrativesatscalefalsealarmsanderroneousconnections-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Diab, A., Rr, N.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2404.00141.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'diab-rr-lin-classifyingconspiratorialnarrativesatscalefalsealarmsanderroneousconnections-2024', 'https://arxiv.org/pdf/2404.00141.pdf', event);\">\n    Classifying Conspiratorial Narratives At Scale: False Alarms and Erroneous Connections.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 18th International AAAI Conference on Weblogs and Social Media (ICWSM 2024)</i>,  2024. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2404.00141.pdf\"\n     onclick=\"log_download('diab-rr-lin-classifyingconspiratorialnarrativesatscalefalsealarmsanderroneousconnections-2024', 'https://arxiv.org/pdf/2404.00141.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Classifying Conspiratorial Narratives At Scale: False Alarms and Erroneous Connections [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/diab-rr-lin-classifyingconspiratorialnarrativesatscalefalsealarmsanderroneousconnections-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('diab-rr-lin-classifyingconspiratorialnarrativesatscalefalsealarmsanderroneousconnections-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{diabConspiratorialNarratives2024,\n  title = {Classifying {{Conspiratorial Narratives At Scale: False Alarms}} and {{Erroneous Connections}}},\n  booktitle = {Proceedings of the 18th {{International AAAI Conference}} on {{Weblogs}} and {{Social Media}} ({{ICWSM}} 2024)},\n  author = {Diab, Ahmad and Rr, Nefriana and Lin, Yu-Ru},\n  year = {2024},\n  url = {https://arxiv.org/pdf/2404.00141.pdf}\n}\n \n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yan-chiang-lin-frompoststopavementorviceversathedynamicinterplaybetweenonlineactivismandofflineconfrontations-2024\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Yan, M., Chiang, A. Y.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  From Posts to Pavement, or Vice Versa? The Dynamic Interplay Between Online Activism and Offline Confrontations.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 18th International AAAI Conference on Web and Social Media (ICWSM 2024)</i>,  2024. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yan-chiang-lin-frompoststopavementorviceversathedynamicinterplaybetweenonlineactivismandofflineconfrontations-2024\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yan-chiang-lin-frompoststopavementorviceversathedynamicinterplaybetweenonlineactivismandofflineconfrontations-2024')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{yanOnlineOfflineConfrontations2024,\n  title = {From {{Posts}} to {{Pavement}}, or {{Vice Versa? The Dynamic Interplay Between Online Activism}} and {{Offline Confrontations}}},\n  booktitle = {Proceedings of the 18th {{International AAAI Conference}} on {{Web}} and {{Social Media}} ({{ICWSM}} 2024)},\n  author = {Yan, Muheng and Chiang, Amy Yunyu and Lin, Yu-Ru},\n  year = {2024},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2023\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2023')\"\n      onkeypress=\"toggleGroup('group_2023')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2023</span>\n      <span class=\"bibbase_group_count\">\n        \n        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"teng-ahn-lin-vispurvisualaidsforidentifyingandinterpretingspuriousassociationsindatadrivendecisions-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Teng, X., Ahn, Y.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2307.14448.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'teng-ahn-lin-vispurvisualaidsforidentifyingandinterpretingspuriousassociationsindatadrivendecisions-2023', 'https://arxiv.org/pdf/2307.14448.pdf', event);\">\n    VISPUR: Visual Aids for Identifying and Interpreting Spurious Associations in Data-Driven Decisions.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Visualization and Computer Graphics (TVCG)</i>,1–1.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2307.14448.pdf\"\n     onclick=\"log_download('teng-ahn-lin-vispurvisualaidsforidentifyingandinterpretingspuriousassociationsindatadrivendecisions-2023', 'https://arxiv.org/pdf/2307.14448.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"VISPUR: Visual Aids for Identifying and Interpreting Spurious Associations in Data-Driven Decisions [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/teng-ahn-lin-vispurvisualaidsforidentifyingandinterpretingspuriousassociationsindatadrivendecisions-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('teng-ahn-lin-vispurvisualaidsforidentifyingandinterpretingspuriousassociationsindatadrivendecisions-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{tengVISPURVisualAids2023,\n  title = {{{VISPUR}}: {{Visual Aids}} for {{Identifying}} and {{Interpreting Spurious Associations}} in {{Data-Driven Decisions}}},\n  shorttitle = {{{VISPUR}}},\n  author = {Teng, Xian and Ahn, Yongsu and Lin, Yu-Ru},\n  year = {2023},\n  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},\n  pages = {1--1},\n  url = {https://arxiv.org/pdf/2307.14448.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-wu-mason-mappinglanguageliteracyatscaleacasestudyonfacebook-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Wu, S.,  &amp; Mason, W.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-023-00388-4\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-wu-mason-mappinglanguageliteracyatscaleacasestudyonfacebook-2023', 'https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-023-00388-4', event);\">\n    Mapping Language Literacy at Scale: A Case Study on Facebook.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>EPJ Data Science</i>.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-023-00388-4\"\n     onclick=\"log_download('lin-wu-mason-mappinglanguageliteracyatscaleacasestudyonfacebook-2023', 'https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-023-00388-4', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Mapping Language Literacy at Scale: A Case Study on Facebook [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1140/epjds/s13688-023-00388-4\"\n     onclick=\"log_download('lin-wu-mason-mappinglanguageliteracyatscaleacasestudyonfacebook-2023', 'http://doi.org/10.1140/epjds/s13688-023-00388-4', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-wu-mason-mappinglanguageliteracyatscaleacasestudyonfacebook-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-wu-mason-mappinglanguageliteracyatscaleacasestudyonfacebook-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{linMappingLanguageLiteracy2023,\n  title = {Mapping Language Literacy at Scale: A Case Study on {{Facebook}}},\n  author = {Lin, Yu-Ru and Wu, Shaomei and Mason, Winter},\n  year = {2023},\n  journal = {EPJ Data Science},\n  doi = {10.1140/epjds/s13688-023-00388-4},\n  url = {https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-023-00388-4}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yoder-diab-brown-carley-aweaklysupervisedclassifieranddatasetofwhitesupremacistlanguage-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Yoder, M. M., Diab, A., Brown, D. W.,  &amp; Carley, K. M.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2306.15732.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yoder-diab-brown-carley-aweaklysupervisedclassifieranddatasetofwhitesupremacistlanguage-2023', 'https://arxiv.org/pdf/2306.15732.pdf', event);\">\n    A Weakly Supervised Classifier and Dataset of White Supremacist Language.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>ACL</i>, abs/2306.15732.  2023.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2306.15732.pdf\"\n     onclick=\"log_download('yoder-diab-brown-carley-aweaklysupervisedclassifieranddatasetofwhitesupremacistlanguage-2023', 'https://arxiv.org/pdf/2306.15732.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Weakly Supervised Classifier and Dataset of White Supremacist Language [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/arXiv.2306.15732\"\n     onclick=\"log_download('yoder-diab-brown-carley-aweaklysupervisedclassifieranddatasetofwhitesupremacistlanguage-2023', 'http://doi.org/10.48550/arXiv.2306.15732', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yoder-diab-brown-carley-aweaklysupervisedclassifieranddatasetofwhitesupremacistlanguage-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yoder-diab-brown-carley-aweaklysupervisedclassifieranddatasetofwhitesupremacistlanguage-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{Yoder2023AWS,\n  title={A Weakly Supervised Classifier and Dataset of White Supremacist Language},\n  author={Michael Miller Yoder and Ahmad Diab and David West Brown and Kathleen M. Carley},\n  journal={ACL},\n  year={2023},\n  volume={abs/2306.15732},\n  doi = {10.48550/arXiv.2306.15732},\n  url = {https://arxiv.org/pdf/2306.15732.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ahn-yan-lin-wang-hungergistaninterpretablepredictivemodelforfoodinsecurity-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Ahn, Y., Yan, M., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Wang, Z.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2311.10953.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ahn-yan-lin-wang-hungergistaninterpretablepredictivemodelforfoodinsecurity-2023', 'https://arxiv.org/pdf/2311.10953.pdf', event);\">\n    HungerGist: An Interpretable Predictive Model for Food Insecurity.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>IEEE International Conference on Big Data (Big Data)</i>,  2023. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2311.10953.pdf\"\n     onclick=\"log_download('ahn-yan-lin-wang-hungergistaninterpretablepredictivemodelforfoodinsecurity-2023', 'https://arxiv.org/pdf/2311.10953.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"HungerGist: An Interpretable Predictive Model for Food Insecurity [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ahn-yan-lin-wang-hungergistaninterpretablepredictivemodelforfoodinsecurity-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ahn-yan-lin-wang-hungergistaninterpretablepredictivemodelforfoodinsecurity-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ahnHungerGist2023,\n  title = {{{HungerGist}}: {{An Interpretable Predictive Model}} for {{Food Insecurity}}},\n  shorttitle = {{{HungerGist}}},\n  booktitle = {IEEE International Conference on Big Data (Big Data)},\n  author = {Ahn, Yongsu and Yan, Muheng and Lin, Yu-Ru and Wang, Zian},\n  year = {2023},\n  publisher = {{IEEE}},\n  url = {https://arxiv.org/pdf/2311.10953.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"biswas-niven-lin-thedynamicsofpoliticalnarrativesduringtherussianinvasionofukraine-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Biswas, A., Niven, T.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2307.13753.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'biswas-niven-lin-thedynamicsofpoliticalnarrativesduringtherussianinvasionofukraine-2023', 'https://arxiv.org/pdf/2307.13753.pdf', event);\">\n    The Dynamics of Political Narratives During the Russian Invasion of Ukraine.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation (SBP-BRiMS 2023)</i>,  2023. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2307.13753.pdf\"\n     onclick=\"log_download('biswas-niven-lin-thedynamicsofpoliticalnarrativesduringtherussianinvasionofukraine-2023', 'https://arxiv.org/pdf/2307.13753.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Dynamics of Political Narratives During the Russian Invasion of Ukraine [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/biswas-niven-lin-thedynamicsofpoliticalnarrativesduringtherussianinvasionofukraine-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('biswas-niven-lin-thedynamicsofpoliticalnarrativesduringtherussianinvasionofukraine-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{biswasDynamics2023,\n  title = {The {{Dynamics}} of {{Political Narratives During}} the {{Russian Invasion}} of {{Ukraine}}},\n  booktitle = {{{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \\&amp; {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2023)},\n  author = {Biswas, Ahana and Niven, Tim and Lin, Yu-Ru},\n  year = {2023},\n  url = {https://arxiv.org/pdf/2307.13753.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ahn-lin-xu-dai-escapecounteringsystematicerrorsfrommachinesblindspotsviainteractivevisualanalysis-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Ahn, Y., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Xu, P.,  &amp; Dai, Z.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2303.09657.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ahn-lin-xu-dai-escapecounteringsystematicerrorsfrommachinesblindspotsviainteractivevisualanalysis-2023', 'https://arxiv.org/pdf/2303.09657.pdf', event);\">\n    ESCAPE: Countering Systematic Errors from Machine's Blind Spots via Interactive Visual Analysis.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI 2023)</i>,  2023. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2303.09657.pdf\"\n     onclick=\"log_download('ahn-lin-xu-dai-escapecounteringsystematicerrorsfrommachinesblindspotsviainteractivevisualanalysis-2023', 'https://arxiv.org/pdf/2303.09657.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"ESCAPE: Countering Systematic Errors from Machine&#x27;s Blind Spots via Interactive Visual Analysis [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"https://www.youtube.com/watch?v=A5yk6vW402U\"\n     onclick=\"log_download('ahn-lin-xu-dai-escapecounteringsystematicerrorsfrommachinesblindspotsviainteractivevisualanalysis-2023', 'https://www.youtube.com/watch?v=A5yk6vW402U', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"ESCAPE: Countering Systematic Errors from Machine&#x27;s Blind Spots via Interactive Visual Analysis [link]\"\n       title=\" video\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\"> video</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ahn-lin-xu-dai-escapecounteringsystematicerrorsfrommachinesblindspotsviainteractivevisualanalysis-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ahn-lin-xu-dai-escapecounteringsystematicerrorsfrommachinesblindspotsviainteractivevisualanalysis-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ahnESCAPECounteringSystematic2023,\n  title = {{{ESCAPE}}: {{Countering Systematic Errors}} from {{Machine}}&#x27;s {{Blind Spots}} via {{Interactive Visual Analysis}}},\n  shorttitle = {{{ESCAPE}}},\n  booktitle = {Proceedings of the {{ACM SIGCHI Conference}} on {{Human Factors}} in {{Computing Systems}} ({{CHI}} 2023)},\n  author = {Ahn, Yongsu and Lin, Yu-Ru and Xu, Panpan and Dai, Zeng},\n  year = {2023},\n  publisher = {{ACM}},\n  url = {https://arxiv.org/pdf/2303.09657.pdf},\n  url_Video = {https://www.youtube.com/watch?v=A5yk6vW402U}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"diab-jagdagdorj-ng-lin-yoder-onlinetoofflinecrossoverofwhitesupremacistpropaganda-2023\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Diab, A., Jagdagdorj, B., Ng, L. H. X., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Yoder, M. M.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2303.07838.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'diab-jagdagdorj-ng-lin-yoder-onlinetoofflinecrossoverofwhitesupremacistpropaganda-2023', 'https://arxiv.org/pdf/2303.07838.pdf', event);\">\n    Online to Offline Crossover of White Supremacist Propaganda.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Companion Proceedings of the Web Conference 2023 (WWW '23 Companion)</i>,  2023. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2303.07838.pdf\"\n     onclick=\"log_download('diab-jagdagdorj-ng-lin-yoder-onlinetoofflinecrossoverofwhitesupremacistpropaganda-2023', 'https://arxiv.org/pdf/2303.07838.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Online to Offline Crossover of White Supremacist Propaganda [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.48550/arXiv.2303.07838\"\n     onclick=\"log_download('diab-jagdagdorj-ng-lin-yoder-onlinetoofflinecrossoverofwhitesupremacistpropaganda-2023', 'http://doi.org/10.48550/arXiv.2303.07838', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/diab-jagdagdorj-ng-lin-yoder-onlinetoofflinecrossoverofwhitesupremacistpropaganda-2023\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>10 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('diab-jagdagdorj-ng-lin-yoder-onlinetoofflinecrossoverofwhitesupremacistpropaganda-2023')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{diabOnlineOfflineCrossover2023,\n  title = {Online to {{Offline Crossover}} of {{White Supremacist Propaganda}}},\n  booktitle = {Companion {{Proceedings}} of the {{Web Conference}} 2023 ({{WWW}} &#x27;23 {{Companion}})},\n  author = {Diab, Ahmed and Jagdagdorj, Bolor-Erdene and Ng, Lynnette Hui Xian and Lin, Yu-Ru and Yoder, Michael Miller},\n  year = {2023},\n  publisher = {{ACM}},\n  doi = {10.48550/arXiv.2303.07838},\n  url = {https://arxiv.org/pdf/2303.07838.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2022\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2022')\"\n      onkeypress=\"toggleGroup('group_2022')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2022</span>\n      <span class=\"bibbase_group_count\">\n        \n        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"ahn-yan-lin-chung-hwa-tribeornotcriticalinspectionofgroupdifferencesusingtribalgram-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Ahn, Y., Yan, M., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Chung, W.,  &amp; Hwa, R.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2303.09664.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ahn-yan-lin-chung-hwa-tribeornotcriticalinspectionofgroupdifferencesusingtribalgram-2022', 'https://arxiv.org/pdf/2303.09664.pdf', event);\">\n    Tribe or Not? Critical Inspection of Group Differences Using TribalGram.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>ACM Transactions on Interactive Intelligent Systems (TiiS)</i>, 12(1): 1–34.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2303.09664.pdf\"\n     onclick=\"log_download('ahn-yan-lin-chung-hwa-tribeornotcriticalinspectionofgroupdifferencesusingtribalgram-2022', 'https://arxiv.org/pdf/2303.09664.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Tribe or Not? Critical Inspection of Group Differences Using TribalGram [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ahn-yan-lin-chung-hwa-tribeornotcriticalinspectionofgroupdifferencesusingtribalgram-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>18 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ahn-yan-lin-chung-hwa-tribeornotcriticalinspectionofgroupdifferencesusingtribalgram-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ahnTribeNotCritical2022a,\n  title = {Tribe or {{Not}}? {{Critical Inspection}} of {{Group Differences Using TribalGram}}},\n  shorttitle = {Tribe or {{Not}}?},\n  author = {Ahn, Yongsu and Yan, Muheng and Lin, Yu-Ru and Chung, Wen-Ting and Hwa, Rebecca},\n  year = {2022},\n  journal = {ACM Transactions on Interactive Intelligent Systems (TiiS)},\n  volume = {12},\n  number = {1},\n  pages = {1--34},\n  publisher = {{ACM New York, NY}},\n  url = {https://arxiv.org/pdf/2303.09664.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ahn-beigel-braun-griffin-linardi-mickles-rial-improvingcitizeninitiatedpolicereformeffortsthroughinteractivedesignacasestudyinalleghenycounty-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Ahn, Y., Beigel, E., Braun, N., Griffin, C., Linardi, S., Mickles, B.,  &amp; Rial, E.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Improving Citizen-initiated Police Reform Efforts through Interactive Design: A Case Study in Allegheny County.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Equity and Access in Algorithms, Mechanisms, and Optimization</i>, pages 1–10.  2022.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ahn-beigel-braun-griffin-linardi-mickles-rial-improvingcitizeninitiatedpolicereformeffortsthroughinteractivedesignacasestudyinalleghenycounty-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ahn-beigel-braun-griffin-linardi-mickles-rial-improvingcitizeninitiatedpolicereformeffortsthroughinteractivedesignacasestudyinalleghenycounty-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{ahn2022improving,\n  title={Improving Citizen-initiated Police Reform Efforts through Interactive Design: A Case Study in Allegheny County},\n  author={Ahn, Yongsu and Beigel, Eliana and Braun, Noah and Griffin, Collin and Linardi, Sera and Mickles, Blair and Rial, Emmaline},\n  booktitle={Equity and Access in Algorithms, Mechanisms, and Optimization},\n  pages={1--10},\n  year={2022}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-farzan-lin-zhou-teng-yan-identifyingandunderstandingsocialmediagatekeepersacasestudyofgatekeepersforimmigrationrelatednewsontwitter-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Li, A., Farzan, R., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Zhou, Y., Teng, X.,  &amp; Yan, M.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://dl.acm.org/doi/pdf/10.1145/3555195\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-farzan-lin-zhou-teng-yan-identifyingandunderstandingsocialmediagatekeepersacasestudyofgatekeepersforimmigrationrelatednewsontwitter-2022', 'https://dl.acm.org/doi/pdf/10.1145/3555195', event);\">\n    Identifying and Understanding Social Media Gatekeepers: A Case Study of Gatekeepers for Immigration Related News on Twitter.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM on Human-Computer Interaction (CSCW 2022)</i>,  2022. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://dl.acm.org/doi/pdf/10.1145/3555195\"\n     onclick=\"log_download('li-farzan-lin-zhou-teng-yan-identifyingandunderstandingsocialmediagatekeepersacasestudyofgatekeepersforimmigrationrelatednewsontwitter-2022', 'https://dl.acm.org/doi/pdf/10.1145/3555195', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Identifying and Understanding Social Media Gatekeepers: A Case Study of Gatekeepers for Immigration Related News on Twitter [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/li-farzan-lin-zhou-teng-yan-identifyingandunderstandingsocialmediagatekeepersacasestudyofgatekeepersforimmigrationrelatednewsontwitter-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-farzan-lin-zhou-teng-yan-identifyingandunderstandingsocialmediagatekeepersacasestudyofgatekeepersforimmigrationrelatednewsontwitter-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{liIdentifyingUnderstandingSocial2022,\n  title = {Identifying and {{Understanding Social Media Gatekeepers}}: {{A Case Study}} of {{Gatekeepers}} for {{Immigration Related News}} on {{Twitter}}},\n  booktitle = {Proceedings of the {{ACM}} on {{Human-Computer Interaction}} ({{CSCW}} 2022)},\n  author = {Li, Ang and Farzan, Rosta and Lin, Yu-Ru and Zhou, Yingfan and Teng, Xian and Yan, Muheng},\n  year = {2022},\n  publisher = {{ACM}},\n  url = {https://dl.acm.org/doi/pdf/10.1145/3555195}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"teng-lin-chung-li-kovashka-characterizingusersusceptibilitytocovid19misinformationontwitter-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Teng, X., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Chung, W., Li, A.,  &amp; Kovashka, A.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2109.09532.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'teng-lin-chung-li-kovashka-characterizingusersusceptibilitytocovid19misinformationontwitter-2022', 'https://arxiv.org/pdf/2109.09532.pdf', event);\">\n    Characterizing User Susceptibility to COVID-19 Misinformation on Twitter.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 16th International AAAI Conference on Web and Social Media (ICWSM 2022)</i>,  2022. AAAI\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2109.09532.pdf\"\n     onclick=\"log_download('teng-lin-chung-li-kovashka-characterizingusersusceptibilitytocovid19misinformationontwitter-2022', 'https://arxiv.org/pdf/2109.09532.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Characterizing User Susceptibility to COVID-19 Misinformation on Twitter [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/teng-lin-chung-li-kovashka-characterizingusersusceptibilitytocovid19misinformationontwitter-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>12 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('teng-lin-chung-li-kovashka-characterizingusersusceptibilitytocovid19misinformationontwitter-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tengCharacterizingUserSusceptibility2022,\n  title = {Characterizing {{User Susceptibility}} to {{COVID-19 Misinformation}} on {{Twitter}}},\n  booktitle = {Proceedings of the 16th {{International AAAI Conference}} on {{Web}} and {{Social Media}} ({{ICWSM}} 2022)},\n  author = {Teng, Xian and Lin, Yu-Ru and Chung, Wen-Ting and Li, Ang and Kovashka, Adriana},\n  year = {2022},\n  publisher = {{AAAI}},\n  url = {https://arxiv.org/pdf/2109.09532.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ertugrul-lee-wu-lin-xie-whoseadvantagemeasuringattentiondynamicsacrossyoutubeandtwitteroncontroversialtopics-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Ertugrul, A. M., Lee, J., Wu, S., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Xie, L.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2204.00988.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ertugrul-lee-wu-lin-xie-whoseadvantagemeasuringattentiondynamicsacrossyoutubeandtwitteroncontroversialtopics-2022', 'https://arxiv.org/pdf/2204.00988.pdf', event);\">\n    Whose Advantage? Measuring Attention Dynamics across YouTube and Twitter on Controversial Topics.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 16th International AAAI Conference on Web and Social Media (ICWSM 2022)</i>,  2022. AAAI\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2204.00988.pdf\"\n     onclick=\"log_download('ertugrul-lee-wu-lin-xie-whoseadvantagemeasuringattentiondynamicsacrossyoutubeandtwitteroncontroversialtopics-2022', 'https://arxiv.org/pdf/2204.00988.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Whose Advantage? Measuring Attention Dynamics across YouTube and Twitter on Controversial Topics [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ertugrul-lee-wu-lin-xie-whoseadvantagemeasuringattentiondynamicsacrossyoutubeandtwitteroncontroversialtopics-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>10 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ertugrul-lee-wu-lin-xie-whoseadvantagemeasuringattentiondynamicsacrossyoutubeandtwitteroncontroversialtopics-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ertugrulWhoseAdvantageMeasuring2022,\n  title = {Whose {{Advantage}}? {{Measuring Attention Dynamics}} across {{YouTube}} and {{Twitter}} on {{Controversial Topics}}},\n  booktitle = {Proceedings of the 16th {{International AAAI Conference}} on {{Web}} and {{Social Media}} ({{ICWSM}} 2022)},\n  author = {Ertugrul, Ali Mert and Lee, Jooyoung and Wu, Siqi and Lin, Yu-Ru and Xie, Lexing},\n  year = {2022},\n  publisher = {{AAAI}},\n  url = {https://arxiv.org/pdf/2204.00988.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"mesuterhan-kovashka-chung-lin-visualpersuasionincovid19socialmediacontentamultimodalcharacterization-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Mesut Erhan, U., Kovashka, A., Chung, W.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2112.13910.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'mesuterhan-kovashka-chung-lin-visualpersuasionincovid19socialmediacontentamultimodalcharacterization-2022', 'https://arxiv.org/pdf/2112.13910.pdf', event);\">\n    Visual Persuasion in COVID-19 Social Media Content: A Multi-Modal Characterization.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Companion Proceedings of the Web Conference 2022 (WWW '22 Companion)</i>,  2022. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2112.13910.pdf\"\n     onclick=\"log_download('mesuterhan-kovashka-chung-lin-visualpersuasionincovid19socialmediacontentamultimodalcharacterization-2022', 'https://arxiv.org/pdf/2112.13910.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Visual Persuasion in COVID-19 Social Media Content: A Multi-Modal Characterization [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/mesuterhan-kovashka-chung-lin-visualpersuasionincovid19socialmediacontentamultimodalcharacterization-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('mesuterhan-kovashka-chung-lin-visualpersuasionincovid19socialmediacontentamultimodalcharacterization-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{mesuterhanVisualPersuasionCOVID192022,\n  title = {Visual {{Persuasion}} in {{COVID-19 Social Media Content}}: {{A Multi-Modal Characterization}}},\n  booktitle = {Companion {{Proceedings}} of the {{Web Conference}} 2022 ({{WWW}} &#x27;22 {{Companion}})},\n  author = {Mesut Erhan, Unal and Kovashka, Adriana and Chung, Wen-Ting and Lin, Yu-Ru},\n  year = {2022},\n  publisher = {{ACM}},\n  url = {https://arxiv.org/pdf/2112.13910.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yan-chung-lin-aremutatedmisinformationmorecontagiousacasestudyofcovid19misinformationontwitter-2022\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Yan, M., Chung, W.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://dl.acm.org/doi/pdf/10.1145/3501247.3531562\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yan-chung-lin-aremutatedmisinformationmorecontagiousacasestudyofcovid19misinformationontwitter-2022', 'https://dl.acm.org/doi/pdf/10.1145/3501247.3531562', event);\">\n    Are Mutated Misinformation More Contagious? A Case Study of COVID-19 Misinformation on Twitter.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of Web Science 2022 (WebSci 2022)</i>,  2022. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://dl.acm.org/doi/pdf/10.1145/3501247.3531562\"\n     onclick=\"log_download('yan-chung-lin-aremutatedmisinformationmorecontagiousacasestudyofcovid19misinformationontwitter-2022', 'https://dl.acm.org/doi/pdf/10.1145/3501247.3531562', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Are Mutated Misinformation More Contagious? A Case Study of COVID-19 Misinformation on Twitter [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3501247.3531562\"\n     onclick=\"log_download('yan-chung-lin-aremutatedmisinformationmorecontagiousacasestudyofcovid19misinformationontwitter-2022', 'http://doi.org/10.1145/3501247.3531562', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yan-chung-lin-aremutatedmisinformationmorecontagiousacasestudyofcovid19misinformationontwitter-2022\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yan-chung-lin-aremutatedmisinformationmorecontagiousacasestudyofcovid19misinformationontwitter-2022')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{yanAreMutatedMisinformation2022,\n  title = {Are {{Mutated Misinformation More Contagious}}? {{A Case Study}} of {{COVID-19 Misinformation}} on {{Twitter}}},\n  booktitle = {Proceedings of {{Web Science}} 2022 ({{WebSci}} 2022)},\n  author = {Yan, Muheng and Chung, Wen-Ting and Lin, Yu-Ru},\n  year = {2022},\n  doi = {10.1145/3501247.3531562},\n  url = {https://dl.acm.org/doi/pdf/10.1145/3501247.3531562}\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2021\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2021')\"\n      onkeypress=\"toggleGroup('group_2021')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2021</span>\n      <span class=\"bibbase_group_count\">\n        \n        (3)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"pei-teng-lewis-shaman-optimizingrespiratoryvirussurveillancenetworksusinguncertaintypropagation-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Pei, S., Teng, X., Lewis, P.,  &amp; Shaman, J.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Optimizing Respiratory Virus Surveillance Networks using Uncertainty Propagation.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Nature Communications</i>, 12(1): 1–10.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/https://doi.org/10.1038/s41467-020-20399-3\"\n     onclick=\"log_download('pei-teng-lewis-shaman-optimizingrespiratoryvirussurveillancenetworksusinguncertaintypropagation-2021', 'http://doi.org/https://doi.org/10.1038/s41467-020-20399-3', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/pei-teng-lewis-shaman-optimizingrespiratoryvirussurveillancenetworksusinguncertaintypropagation-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('pei-teng-lewis-shaman-optimizingrespiratoryvirussurveillancenetworksusinguncertaintypropagation-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{pei2021optimizing,\n  title={Optimizing Respiratory Virus Surveillance Networks using Uncertainty Propagation},\n  author={Pei, Sen and Teng, Xian and Lewis, Paul and Shaman, Jeffrey},\n  journal={Nature Communications},\n  volume={12},\n  number={1},\n  pages={1--10},\n  year={2021},\n  doi={https://doi.org/10.1038/s41467-020-20399-3},\n  abstract = {Infectious disease prevention, control and forecasting rely on sentinel observations; however, many locations lack the capacity for routine surveillance. Here we show that, by using data from multiple sites collectively, accurate estimation and forecasting of respiratory diseases for locations without surveillance is feasible. We develop a framework to optimize surveillance sites that suppresses uncertainty propagation in a networked disease transmission model. Using influenza outbreaks from 35 US states, the optimized system generates better near-term predictions than alternate systems designed using population and human mobility. We also find that monitoring regional population centers serves as a reasonable proxy for the optimized network and could direct surveillance for diseases with limited records. The  proxy method is validated using model simulations for 3,108 US counties and historical data for two other respiratory pathogens – human metapneumovirus and seasonal coronavirus – from 35 US states and can be used to guide systemic allocation of surveillance efforts.}\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Infectious disease prevention, control and forecasting rely on sentinel observations; however, many locations lack the capacity for routine surveillance. Here we show that, by using data from multiple sites collectively, accurate estimation and forecasting of respiratory diseases for locations without surveillance is feasible. We develop a framework to optimize surveillance sites that suppresses uncertainty propagation in a networked disease transmission model. Using influenza outbreaks from 35 US states, the optimized system generates better near-term predictions than alternate systems designed using population and human mobility. We also find that monitoring regional population centers serves as a reasonable proxy for the optimized network and could direct surveillance for diseases with limited records. The proxy method is validated using model simulations for 3,108 US counties and historical data for two other respiratory pathogens – human metapneumovirus and seasonal coronavirus – from 35 US states and can be used to guide systemic allocation of surveillance efforts.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"teng-pei-lin-stocaststochasticdiseaseforecastingwithprogressionuncertainty-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Teng, X., Pei, S.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://bit.ly/stocast-deepgen\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'teng-pei-lin-stocaststochasticdiseaseforecastingwithprogressionuncertainty-2021', 'https://bit.ly/stocast-deepgen', event);\">\n    StoCast: Stochastic Disease Forecasting with Progression Uncertainty.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>IEEE Journal of Biomedical and Health Informatics</i>, 25(3): 850–861.  2021.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://bit.ly/stocast-deepgen\"\n     onclick=\"log_download('teng-pei-lin-stocaststochasticdiseaseforecastingwithprogressionuncertainty-2021', 'https://bit.ly/stocast-deepgen', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"StoCast: Stochastic Disease Forecasting with Progression Uncertainty [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/JBHI.2020.3006719\"\n     onclick=\"log_download('teng-pei-lin-stocaststochasticdiseaseforecastingwithprogressionuncertainty-2021', 'http://doi.org/10.1109/JBHI.2020.3006719', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/teng-pei-lin-stocaststochasticdiseaseforecastingwithprogressionuncertainty-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('teng-pei-lin-stocaststochasticdiseaseforecastingwithprogressionuncertainty-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{tengStoCastStochasticDisease2021,\n  title = {{{StoCast}}: {{Stochastic}} Disease Forecasting with Progression Uncertainty},\n  author = {Teng, Xian and Pei, Sen and Lin, Yu-Ru},\n  year = {2021},\n  journal = {IEEE Journal of Biomedical and Health Informatics},\n  volume = {25},\n  number = {3},\n  pages = {850--861},\n  issn = {2168-2208},\n  doi = {10.1109/JBHI.2020.3006719},\n  url = {https://bit.ly/stocast-deepgen},\n  abstract = {Forecasting patients&#x27; disease progressions with rich longitudinal clinical data has attracted much attention in recent years due to its potential application in healthcare. Researchers have tackled this problem by leveraging traditional machine learning, statistical techniques and deep learning based models. However, existing methods suffer from either deterministic internal structures or over-simplified stochastic components, failing to deal with complex uncertain scenarios such as progression uncertainty (i.e., multiple possible trajectories) and data uncertainty (i.e., imprecise observations and misdiagnosis). In the face of such uncertainties, we move beyond those formulations and ask a challenging question: What is the distribution of a patient&#x27;s possible health states at a future time For this purpose, we propose a novel deep generative model, named Stochastic Disease Forecasting Model (StoCast), along with an associated neural network architecture, called StoCastNet, that can be trained efficiently via stochastic optimization techniques. Our StoCast model contains internal stochastic components that can tolerate departures of observed data from patients&#x27; true health states, and more importantly, is able to produce a comprehensive estimate of future disease progression possibilities. Based on two public datasets related to Alzheimer&#x27;s disease and Parkinson&#x27;s disease, we demonstrate that our StoCast model achieves robust and superior performance than deterministic baseline approaches, and conveys richer information that can potentially assist doctors to make decisions with greater confidence in a complex uncertain scenario.},\n  keywords = {Deep Generative Models,Disease Forecasting,Neural Networks,Progression Uncertainty}\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Forecasting patients' disease progressions with rich longitudinal clinical data has attracted much attention in recent years due to its potential application in healthcare. Researchers have tackled this problem by leveraging traditional machine learning, statistical techniques and deep learning based models. However, existing methods suffer from either deterministic internal structures or over-simplified stochastic components, failing to deal with complex uncertain scenarios such as progression uncertainty (i.e., multiple possible trajectories) and data uncertainty (i.e., imprecise observations and misdiagnosis). In the face of such uncertainties, we move beyond those formulations and ask a challenging question: What is the distribution of a patient's possible health states at a future time For this purpose, we propose a novel deep generative model, named Stochastic Disease Forecasting Model (StoCast), along with an associated neural network architecture, called StoCastNet, that can be trained efficiently via stochastic optimization techniques. Our StoCast model contains internal stochastic components that can tolerate departures of observed data from patients' true health states, and more importantly, is able to produce a comprehensive estimate of future disease progression possibilities. Based on two public datasets related to Alzheimer's disease and Parkinson's disease, we demonstrate that our StoCast model achieves robust and superior performance than deterministic baseline approaches, and conveys richer information that can potentially assist doctors to make decisions with greater confidence in a complex uncertain scenario.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yan-lin-litman-argumentativelyphonydetectingmisinformationviaargumentmining-2021\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Yan, M., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Litman, D.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.ai4cyber-kdd.com/KDD-AISec_files/Paper_ArgumentMisinfo-KDD.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yan-lin-litman-argumentativelyphonydetectingmisinformationviaargumentmining-2021', 'https://www.ai4cyber-kdd.com/KDD-AISec_files/Paper_ArgumentMisinfo-KDD.pdf', event);\">\n    Argumentatively Phony? Detecting Misinformation via Argument Mining.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>KDD Workshop on AI-enabled Cybersecurity Analytics (AI4Cyber 2021)</i>,  2021. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.ai4cyber-kdd.com/KDD-AISec_files/Paper_ArgumentMisinfo-KDD.pdf\"\n     onclick=\"log_download('yan-lin-litman-argumentativelyphonydetectingmisinformationviaargumentmining-2021', 'https://www.ai4cyber-kdd.com/KDD-AISec_files/Paper_ArgumentMisinfo-KDD.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Argumentatively Phony? Detecting Misinformation via Argument Mining [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yan-lin-litman-argumentativelyphonydetectingmisinformationviaargumentmining-2021\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>6 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yan-lin-litman-argumentativelyphonydetectingmisinformationviaargumentmining-2021')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{yanArgumentativelyPhonyDetecting2021,\n  title = {{Argumentatively Phony? Detecting Misinformation via Argument Mining}},\n  booktitle = {{KDD Workshop on AI-enabled Cybersecurity Analytics (AI4Cyber 2021)}},\n  author = {Yan, Muheng and Lin, Yu-Ru and Litman, Diane},\n  year = {2021},\n  publisher = {{ACM}},\n  url = {https://www.ai4cyber-kdd.com/KDD-AISec_files/Paper_ArgumentMisinfo-KDD.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2020\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2020')\"\n      onkeypress=\"toggleGroup('group_2020')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2020</span>\n      <span class=\"bibbase_group_count\">\n        \n        (7)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"ahn-lin-policyflowinterpretingpolicydiffusionincontext-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Ahn, Y.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://bit.ly/policyflow\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ahn-lin-policyflowinterpretingpolicydiffusionincontext-2020', 'https://bit.ly/policyflow', event);\">\n    PolicyFlow: Interpreting Policy Diffusion in Context.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>ACM Transactions on Interactive Intelligent Systems</i>, 10(2): 13:1–13:23.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\">(Best Paper Award of The Year)</span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://bit.ly/policyflow\"\n     onclick=\"log_download('ahn-lin-policyflowinterpretingpolicydiffusionincontext-2020', 'https://bit.ly/policyflow', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"PolicyFlow: Interpreting Policy Diffusion in Context [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3385729\"\n     onclick=\"log_download('ahn-lin-policyflowinterpretingpolicydiffusionincontext-2020', 'http://doi.org/10.1145/3385729', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ahn-lin-policyflowinterpretingpolicydiffusionincontext-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ahn-lin-policyflowinterpretingpolicydiffusionincontext-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ahnPolicyFlowInterpretingPolicy2020,\n  title = {{{PolicyFlow}}: {{Interpreting Policy Diffusion}} in {{Context}}},\n  shorttitle = {{{PolicyFlow}}},\n  author = {Ahn, Yongsu and Lin, Yu-Ru},\n  year = {2020},\n  journal = {ACM Transactions on Interactive Intelligent Systems},\n  volume = {10},\n  number = {2},\n  pages = {13:1--13:23},\n  issn = {2160-6455},\n  doi = {10.1145/3385729},\n  url = {https://bit.ly/policyflow},\n  urldate = {2020-06-19},\n  abstract = {Stability in social, technical, and financial systems, as well as the capacity of organizations to work across borders, requires consistency in public policy across jurisdictions. The diffusion of laws and regulations across political boundaries can reduce the tension that arises between innovation and consistency. Policy diffusion has been a topic of focus across the social sciences for several decades, but due to limitations of data and computational capacity, researchers have not taken a comprehensive and data-intensive look at the aggregate, cross-policy patterns of diffusion. This work combines visual analytics and text and network analyses to help understand how policies, as represented in digitized text, spread across states. As a result, our approach can quickly guide analysts to progressively gain insights into policy adoption data. We evaluate the effectiveness of our system via case studies with a real-world policy dataset and qualitative interviews with domain experts.},\n  bibbase_note = {(Best Paper Award of The Year)},\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Stability in social, technical, and financial systems, as well as the capacity of organizations to work across borders, requires consistency in public policy across jurisdictions. The diffusion of laws and regulations across political boundaries can reduce the tension that arises between innovation and consistency. Policy diffusion has been a topic of focus across the social sciences for several decades, but due to limitations of data and computational capacity, researchers have not taken a comprehensive and data-intensive look at the aggregate, cross-policy patterns of diffusion. This work combines visual analytics and text and network analyses to help understand how policies, as represented in digitized text, spread across states. As a result, our approach can quickly guide analysts to progressively gain insights into policy adoption data. We evaluate the effectiveness of our system via case studies with a real-world policy dataset and qualitative interviews with domain experts.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-chung-thedynamicsoftwitterusersgunnarrativesacrossmajormassshootingevents-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Chung, W.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1057/s41599-020-00533-8\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-chung-thedynamicsoftwitterusersgunnarrativesacrossmajormassshootingevents-2020', 'https://doi.org/10.1057/s41599-020-00533-8', event);\">\n    The Dynamics of Twitter Users' Gun Narratives across Major Mass Shooting Events.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Humanities and Social Sciences Communications</i>, 7(1): 46.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1057/s41599-020-00533-8\"\n     onclick=\"log_download('lin-chung-thedynamicsoftwitterusersgunnarrativesacrossmajormassshootingevents-2020', 'https://doi.org/10.1057/s41599-020-00533-8', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Dynamics of Twitter Users&#x27; Gun Narratives across Major Mass Shooting Events [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1057/s41599-020-00533-8\"\n     onclick=\"log_download('lin-chung-thedynamicsoftwitterusersgunnarrativesacrossmajormassshootingevents-2020', 'http://doi.org/10.1057/s41599-020-00533-8', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-chung-thedynamicsoftwitterusersgunnarrativesacrossmajormassshootingevents-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>14 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-chung-thedynamicsoftwitterusersgunnarrativesacrossmajormassshootingevents-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{linDynamicsTwitterUsers2020,\n  title = {The Dynamics of {{Twitter}} Users&#x27; Gun Narratives across Major Mass Shooting Events},\n  author = {Lin, Yu-Ru and Chung, Wen-Ting},\n  year = {2020},\n  journal = {Humanities and Social Sciences Communications},\n  volume = {7},\n  number = {1},\n  pages = {46},\n  issn = {2662-9992},\n  doi = {10.1057/s41599-020-00533-8},\n  url = {https://doi.org/10.1057/s41599-020-00533-8},\n  abstract = {This study reveals a shift of gun-related narratives created by two ideological groups during three high-profile mass shootings in the United States across the years from 2016 to 2018. It utilizes large-scale, longitudinal social media traces from over 155,000 ideology-identifiable Twitter users. The study design leveraged both the linguistic dictionary approach as well as thematic coding inspired by Narrative Policy Framework, which allows for statistical and qualitative comparison. We found several distinctive narrative characteristics between the two ideology groups in response to the shooting events\\textemdash two groups differed by how they incorporated linguistic and narrative features in their tweets in terms of policy stance, attribution (how one believed to be the problem, the cause or blame, and the solution), the rhetoric employed, and emotion throughout the incidents. The findings suggest how shooting events may penetrate the public discursive processes that had been previously dominated by existing ideological references and may facilitate discussions beyond ideological identities. Overall, in the wake of mass shooting events, the tweets adhering to the majority policy stance within a camp declined, whereas the proportion of mixed or flipped stance tweets increased. Meanwhile, more tweets were observed to express causal reasoning of a held policy stance, and a different pattern in the use of rhetoric schemes, such as the decline of provocative ridicule, emerged. The shifting patterns in users&#x27; narratives coincide with the two groups distinctive emotional response revealed in text. These findings offer insights into the opportunity to reconcile conflicts and the potential for creating civic technologies to improve the interpretability of linguistic and narrative signals and to support diverse narratives and framing.},\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  This study reveals a shift of gun-related narratives created by two ideological groups during three high-profile mass shootings in the United States across the years from 2016 to 2018. It utilizes large-scale, longitudinal social media traces from over 155,000 ideology-identifiable Twitter users. The study design leveraged both the linguistic dictionary approach as well as thematic coding inspired by Narrative Policy Framework, which allows for statistical and qualitative comparison. We found several distinctive narrative characteristics between the two ideology groups in response to the shooting events— two groups differed by how they incorporated linguistic and narrative features in their tweets in terms of policy stance, attribution (how one believed to be the problem, the cause or blame, and the solution), the rhetoric employed, and emotion throughout the incidents. The findings suggest how shooting events may penetrate the public discursive processes that had been previously dominated by existing ideological references and may facilitate discussions beyond ideological identities. Overall, in the wake of mass shooting events, the tweets adhering to the majority policy stance within a camp declined, whereas the proportion of mixed or flipped stance tweets increased. Meanwhile, more tweets were observed to express causal reasoning of a held policy stance, and a different pattern in the use of rhetoric schemes, such as the decline of provocative ridicule, emerged. The shifting patterns in users' narratives coincide with the two groups distinctive emotional response revealed in text. These findings offer insights into the opportunity to reconcile conflicts and the potential for creating civic technologies to improve the interpretability of linguistic and narrative signals and to support diverse narratives and framing.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"zhang-wang-xia-lin-tong-datadrivencomputationalsocialscienceasurvey-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Zhang, J., Wang, W., Xia, F., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Tong, H.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/2008.12372.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'zhang-wang-xia-lin-tong-datadrivencomputationalsocialscienceasurvey-2020', 'https://arxiv.org/pdf/2008.12372.pdf', event);\">\n    Data-Driven Computational Social Science: A Survey.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Big Data Research</i>,100145.  2020.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/2008.12372.pdf\"\n     onclick=\"log_download('zhang-wang-xia-lin-tong-datadrivencomputationalsocialscienceasurvey-2020', 'https://arxiv.org/pdf/2008.12372.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Data-Driven Computational Social Science: A Survey [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.bdr.2020.100145\"\n     onclick=\"log_download('zhang-wang-xia-lin-tong-datadrivencomputationalsocialscienceasurvey-2020', 'http://doi.org/10.1016/j.bdr.2020.100145', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zhang-wang-xia-lin-tong-datadrivencomputationalsocialscienceasurvey-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>7 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('zhang-wang-xia-lin-tong-datadrivencomputationalsocialscienceasurvey-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{zhangDatadrivenComputationalSocial2020,\n  title = {Data-Driven {{Computational Social Science}}: {{A Survey}}},\n  shorttitle = {Data-Driven {{Computational Social Science}}},\n  author = {Zhang, Jun and Wang, Wei and Xia, Feng and Lin, Yu-Ru and Tong, Hanghang},\n  year = {2020},\n  journal = {Big Data Research},\n  pages = {100145},\n  publisher = {{Elsevier}},\n  doi = {10.1016/j.bdr.2020.100145},\n  url = {https://arxiv.org/pdf/2008.12372.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"guo-hwa-lin-chung-inflatingtopicrelevancewithideologyacasestudyofpoliticalideologybiasinsocialtopicdetectionmodels-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Guo, M., Hwa, R., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Chung, W.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bit.ly/bias-inflating\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'guo-hwa-lin-chung-inflatingtopicrelevancewithideologyacasestudyofpoliticalideologybiasinsocialtopicdetectionmodels-2020', 'http://bit.ly/bias-inflating', event);\">\n    Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of The 28th International Conference on Computational Linguistics (COLING-2020)</i>,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bit.ly/bias-inflating\"\n     onclick=\"log_download('guo-hwa-lin-chung-inflatingtopicrelevancewithideologyacasestudyofpoliticalideologybiasinsocialtopicdetectionmodels-2020', 'http://bit.ly/bias-inflating', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/guo-hwa-lin-chung-inflatingtopicrelevancewithideologyacasestudyofpoliticalideologybiasinsocialtopicdetectionmodels-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('guo-hwa-lin-chung-inflatingtopicrelevancewithideologyacasestudyofpoliticalideologybiasinsocialtopicdetectionmodels-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{guoInflatingTopicRelevance2020,\n  title = {Inflating {{Topic Relevance}} with {{Ideology}}: {{A Case Study}} of {{Political Ideology Bias}} in {{Social Topic Detection Models}}},\n  booktitle = {Proceedings of {{The}} 28th {{International Conference}} on {{Computational Linguistics}} ({{COLING-2020}})},\n  author = {Guo, Meiqi and Hwa, Rebecca and Lin, Yu-Ru and Chung, Wen-Ting},\n  year = {2020},\n  url = {http://bit.ly/bias-inflating},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-wang-nazari-chandar-carterette-dopodcastsandmusiccompetewithoneanotherunderstandingusersx2019audiostreaminghabits-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Li, A., Wang, A., Nazari, Z., Chandar, P.,  &amp; Carterette, B.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3366423.3380260\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-wang-nazari-chandar-carterette-dopodcastsandmusiccompetewithoneanotherunderstandingusersx2019audiostreaminghabits-2020', 'https://doi.org/10.1145/3366423.3380260', event);\">\n    Do Podcasts and Music Compete with One Another? Understanding Users&#x2019; Audio Streaming Habits.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of The Web Conference 2020</i>, of <i>WWW '20</i>, pages 1920–1931, New York, NY, USA,  2020. Association for Computing Machinery\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3366423.3380260\"\n     onclick=\"log_download('li-wang-nazari-chandar-carterette-dopodcastsandmusiccompetewithoneanotherunderstandingusersx2019audiostreaminghabits-2020', 'https://doi.org/10.1145/3366423.3380260', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Do Podcasts and Music Compete with One Another? Understanding Users&amp;#x2019; Audio Streaming Habits [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3366423.3380260\"\n     onclick=\"log_download('li-wang-nazari-chandar-carterette-dopodcastsandmusiccompetewithoneanotherunderstandingusersx2019audiostreaminghabits-2020', 'http://doi.org/10.1145/3366423.3380260', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/li-wang-nazari-chandar-carterette-dopodcastsandmusiccompetewithoneanotherunderstandingusersx2019audiostreaminghabits-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-wang-nazari-chandar-carterette-dopodcastsandmusiccompetewithoneanotherunderstandingusersx2019audiostreaminghabits-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{liPodcastsMusicCompete2020,\n  title = {Do Podcasts and Music Compete with One Another? {{Understanding}} Users\\&amp;\\#x2019; Audio Streaming Habits},\n  shorttitle = {Do Podcasts and Music Compete with One Another?},\n  booktitle = {Proceedings of {{The Web Conference}} 2020},\n  author = {Li, Ang and Wang, Alice and Nazari, Zahra and Chandar, Praveen and Carterette, Benjamin},\n  year = {2020},\n  series = {{{WWW}} &#x27;20},\n  pages = {1920--1931},\n  publisher = {{Association for Computing Machinery}},\n  address = {{New York, NY, USA}},\n  doi = {10.1145/3366423.3380260},\n  url = {https://doi.org/10.1145/3366423.3380260},\n  urldate = {2021-12-22},\n  abstract = {Over the past decade, podcasts have been one of the fastest growing online streaming media. Many online audio streaming platforms such as Pandora, Spotify, etc. that traditionally focused on music content have started to incorporate services related to podcasts. Although incorporating new media types such as podcasts has created tremendous opportunities for these streaming platforms to expand their content offering, it also introduces new challenges. Since the functional use of podcasts and music may largely overlap for many people, the two types of content may compete with one another for the finite amount of time that users may allocate for audio streaming. As a result, incorporating podcast listening may influence and change the way users have originally consumed music. Adopting quasi-experimental techniques, the current study assesses the causal influence of adding a new class of content on user listening behavior by using large scale observational data collected from a widely used audio streaming platform. Our results demonstrate that podcast and music consumption compete slightly but do not replace one another \\textendash{} users open another time window to listen to podcasts. In addition, users who have added podcasts to their music listening demonstrate significantly different consumption habits for podcasts vs. music in terms of the streaming time, duration and frequency. Taking all the differences as input features to a machine learning model, we demonstrate that a podcast listening session is predictable at the start of a new listening session. Our study provides a novel contribution for online audio streaming and consumption services to understand their potential consumers and to best support their current users with an improved recommendation system.},\n  isbn = {978-1-4503-7023-3}\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Over the past decade, podcasts have been one of the fastest growing online streaming media. Many online audio streaming platforms such as Pandora, Spotify, etc. that traditionally focused on music content have started to incorporate services related to podcasts. Although incorporating new media types such as podcasts has created tremendous opportunities for these streaming platforms to expand their content offering, it also introduces new challenges. Since the functional use of podcasts and music may largely overlap for many people, the two types of content may compete with one another for the finite amount of time that users may allocate for audio streaming. As a result, incorporating podcast listening may influence and change the way users have originally consumed music. Adopting quasi-experimental techniques, the current study assesses the causal influence of adding a new class of content on user listening behavior by using large scale observational data collected from a widely used audio streaming platform. Our results demonstrate that podcast and music consumption compete slightly but do not replace one another – users open another time window to listen to podcasts. In addition, users who have added podcasts to their music listening demonstrate significantly different consumption habits for podcasts vs. music in terms of the streaming time, duration and frequency. Taking all the differences as input features to a machine learning model, we demonstrate that a podcast listening session is predictable at the start of a new listening session. Our study provides a novel contribution for online audio streaming and consumption services to understand their potential consumers and to best support their current users with an improved recommendation system.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wei-lin-yan-examiningprotestasaninterventiontoreduceonlineprejudiceacasestudyofprejudiceagainstimmigrants-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wei, K., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Yan, M.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bit.ly/protest-counter-prejudice\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wei-lin-yan-examiningprotestasaninterventiontoreduceonlineprejudiceacasestudyofprejudiceagainstimmigrants-2020', 'http://bit.ly/protest-counter-prejudice', event);\">\n    Examining Protest as An Intervention to Reduce Online Prejudice: A Case Study of Prejudice Against Immigrants.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of The Web Conference 2020 (WWW 2020)</i>,  2020. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bit.ly/protest-counter-prejudice\"\n     onclick=\"log_download('wei-lin-yan-examiningprotestasaninterventiontoreduceonlineprejudiceacasestudyofprejudiceagainstimmigrants-2020', 'http://bit.ly/protest-counter-prejudice', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Examining Protest as An Intervention to Reduce Online Prejudice: A Case Study of Prejudice Against Immigrants [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3366423.3380307\"\n     onclick=\"log_download('wei-lin-yan-examiningprotestasaninterventiontoreduceonlineprejudiceacasestudyofprejudiceagainstimmigrants-2020', 'http://doi.org/10.1145/3366423.3380307', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wei-lin-yan-examiningprotestasaninterventiontoreduceonlineprejudiceacasestudyofprejudiceagainstimmigrants-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>10 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wei-lin-yan-examiningprotestasaninterventiontoreduceonlineprejudiceacasestudyofprejudiceagainstimmigrants-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{weiExaminingProtestIntervention2020,\n  title = {Examining {{Protest}} as {{An Intervention}} to {{Reduce Online Prejudice}}: {{A Case Study}} of {{Prejudice Against Immigrants}}},\n  booktitle = {Proceedings of {{The Web Conference}} 2020 ({{WWW}} 2020)},\n  author = {Wei, Kai and Lin, Yu-Ru and Yan, Muheng},\n  year = {2020},\n  doi = {10.1145/3366423.3380307},\n  url = {http://bit.ly/protest-counter-prejudice},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yan-lin-hwa-ertugrul-guo-chung-mimicproplearningtoincorporatelexiconknowledgeintodistributedwordrepresentationforsocialmediaanalysis-2020\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Yan, M., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Hwa, R., Ertugrul, A. M., Guo, M.,  &amp; Chung, W.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bitly.com/mimicprop\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yan-lin-hwa-ertugrul-guo-chung-mimicproplearningtoincorporatelexiconknowledgeintodistributedwordrepresentationforsocialmediaanalysis-2020', 'http://bitly.com/mimicprop', event);\">\n    MimicProp: Learning to Incorporate Lexicon Knowledge into Distributed Word Representation for Social Media Analysis.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 14th International AAAI Conference on Web and Social Media (ICWSM 2020)</i>,  2020. AAAI\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bitly.com/mimicprop\"\n     onclick=\"log_download('yan-lin-hwa-ertugrul-guo-chung-mimicproplearningtoincorporatelexiconknowledgeintodistributedwordrepresentationforsocialmediaanalysis-2020', 'http://bitly.com/mimicprop', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"MimicProp: Learning to Incorporate Lexicon Knowledge into Distributed Word Representation for Social Media Analysis [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yan-lin-hwa-ertugrul-guo-chung-mimicproplearningtoincorporatelexiconknowledgeintodistributedwordrepresentationforsocialmediaanalysis-2020\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yan-lin-hwa-ertugrul-guo-chung-mimicproplearningtoincorporatelexiconknowledgeintodistributedwordrepresentationforsocialmediaanalysis-2020')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{yanMimicPropLearningIncorporate2020,\n  title = {{{MimicProp}}: {{Learning}} to {{Incorporate Lexicon Knowledge}} into {{Distributed Word Representation}} for {{Social Media Analysis}}},\n  booktitle = {Proceedings of the 14th {{International AAAI Conference}} on {{Web}} and {{Social Media}} ({{ICWSM}} 2020)},\n  author = {Yan, Muheng and Lin, Yu-Ru and Hwa, Rebecca and Ertugrul, Ali Mert and Guo, Meiqi and Chung, Wen-Ting},\n  year = {2020},\n  publisher = {{AAAI}},\n  url = {http://bitly.com/mimicprop},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2019\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2019')\"\n      onkeypress=\"toggleGroup('group_2019')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2019</span>\n      <span class=\"bibbase_group_count\">\n        \n        (8)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"ahn-lin-fairsightvisualanalyticsforfairnessindecisionmaking-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Ahn, Y.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://arxiv.org/pdf/1908.00176.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ahn-lin-fairsightvisualanalyticsforfairnessindecisionmaking-2019', 'https://arxiv.org/pdf/1908.00176.pdf', event);\">\n    FairSight: Visual Analytics for Fairness in Decision Making.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Visualization and Computer Graphics (TVCG)</i>,1–1.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://arxiv.org/pdf/1908.00176.pdf\"\n     onclick=\"log_download('ahn-lin-fairsightvisualanalyticsforfairnessindecisionmaking-2019', 'https://arxiv.org/pdf/1908.00176.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"FairSight: Visual Analytics for Fairness in Decision Making [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TVCG.2019.2934262\"\n     onclick=\"log_download('ahn-lin-fairsightvisualanalyticsforfairnessindecisionmaking-2019', 'http://doi.org/10.1109/TVCG.2019.2934262', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ahn-lin-fairsightvisualanalyticsforfairnessindecisionmaking-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ahn-lin-fairsightvisualanalyticsforfairnessindecisionmaking-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ahnFairSightVisualAnalytics2019,\n  title = {{{FairSight}}: {{Visual Analytics}} for {{Fairness}} in {{Decision Making}}},\n  shorttitle = {{{FairSight}}},\n  author = {Ahn, Yongsu and Lin, Yu-Ru},\n  year = {2019},\n  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},\n  pages = {1--1},\n  issn = {1077-2626},\n  doi = {10.1109/TVCG.2019.2934262},\n  url = {https://arxiv.org/pdf/1908.00176.pdf},\n  abstract = {Data-driven decision making related to individuals has become increasingly pervasive, but the issue concerning the potential discrimination has been raised by recent studies. In response, researchers have made efforts to propose and implement fairness measures and algorithms, but those efforts have not been translated to the real-world practice of data-driven decision making. As such, there is still an urgent need to create a viable tool to facilitate fair decision making. We propose FairSight, a visual analytic system to address this need; it is designed to achieve different notions of fairness in ranking decisions through identifying the required actions - understanding, measuring, diagnosing and mitigating biases - that together lead to fairer decision making. Through a case study and user study, we demonstrate that the proposed visual analytic and diagnostic modules in the system are effective in understanding the fairness-aware decision pipeline and obtaining more fair outcomes.},\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Data-driven decision making related to individuals has become increasingly pervasive, but the issue concerning the potential discrimination has been raised by recent studies. In response, researchers have made efforts to propose and implement fairness measures and algorithms, but those efforts have not been translated to the real-world practice of data-driven decision making. As such, there is still an urgent need to create a viable tool to facilitate fair decision making. We propose FairSight, a visual analytic system to address this need; it is designed to achieve different notions of fairness in ranking decisions through identifying the required actions - understanding, measuring, diagnosing and mitigating biases - that together lead to fairer decision making. Through a case study and user study, we demonstrate that the proposed visual analytic and diagnostic modules in the system are effective in understanding the fairness-aware decision pipeline and obtaining more fair outcomes.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ertugrul-lin-chung-yan-li-activismviaattentioninterpretablespatiotemporallearningtoforecastprotestactivities-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Ertugrul, A. M., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Chung, W., Yan, M.,  &amp; Li, A.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-019-0183-y\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ertugrul-lin-chung-yan-li-activismviaattentioninterpretablespatiotemporallearningtoforecastprotestactivities-2019', 'https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-019-0183-y', event);\">\n    Activism via Attention: Interpretable Spatiotemporal Learning to Forecast Protest Activities.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>EPJ Data Science</i>.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-019-0183-y\"\n     onclick=\"log_download('ertugrul-lin-chung-yan-li-activismviaattentioninterpretablespatiotemporallearningtoforecastprotestactivities-2019', 'https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-019-0183-y', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Activism via Attention: Interpretable Spatiotemporal Learning to Forecast Protest Activities [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1140/epjds/s13688-019-0183-y\"\n     onclick=\"log_download('ertugrul-lin-chung-yan-li-activismviaattentioninterpretablespatiotemporallearningtoforecastprotestactivities-2019', 'http://doi.org/10.1140/epjds/s13688-019-0183-y', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ertugrul-lin-chung-yan-li-activismviaattentioninterpretablespatiotemporallearningtoforecastprotestactivities-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>5 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ertugrul-lin-chung-yan-li-activismviaattentioninterpretablespatiotemporallearningtoforecastprotestactivities-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{ertugrulActivismAttentionInterpretable2019,\n  title = {Activism via {{Attention}}: {{Interpretable Spatiotemporal Learning}} to {{Forecast Protest Activities}}},\n  author = {Ertugrul, Ali Mert and Lin, Yu-Ru and Chung, Wen-Ting and Yan, Muheng and Li, Ang},\n  year = {2019},\n  journal = {EPJ Data Science},\n  doi = {10.1140/epjds/s13688-019-0183-y},\n  url = {https://epjdatascience.springeropen.com/articles/10.1140/epjds/s13688-019-0183-y},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"hajiseyedjavadi-lin-pelechrinis-learningembeddingsformultiplexnetworksusingtripletloss-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Hajiseyedjavadi, S., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Pelechrinis, K.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://link.springer.com/content/pdf/10.1007/s41109-019-0242-0.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'hajiseyedjavadi-lin-pelechrinis-learningembeddingsformultiplexnetworksusingtripletloss-2019', 'https://link.springer.com/content/pdf/10.1007/s41109-019-0242-0.pdf', event);\">\n    Learning Embeddings for Multiplex Networks Using Triplet Loss.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Applied Network Science</i>, 4(1): 125.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://link.springer.com/content/pdf/10.1007/s41109-019-0242-0.pdf\"\n     onclick=\"log_download('hajiseyedjavadi-lin-pelechrinis-learningembeddingsformultiplexnetworksusingtripletloss-2019', 'https://link.springer.com/content/pdf/10.1007/s41109-019-0242-0.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Learning Embeddings for Multiplex Networks Using Triplet Loss [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s41109-019-0242-0\"\n     onclick=\"log_download('hajiseyedjavadi-lin-pelechrinis-learningembeddingsformultiplexnetworksusingtripletloss-2019', 'http://doi.org/10.1007/s41109-019-0242-0', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/hajiseyedjavadi-lin-pelechrinis-learningembeddingsformultiplexnetworksusingtripletloss-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('hajiseyedjavadi-lin-pelechrinis-learningembeddingsformultiplexnetworksusingtripletloss-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{hajiseyedjavadiLearningEmbeddingsMultiplex2019,\n  title = {Learning Embeddings for Multiplex Networks Using Triplet Loss},\n  author = {Hajiseyedjavadi, Seyedsaeed and Lin, Yu-Ru and Pelechrinis, Konstantinos},\n  year = {2019},\n  journal = {Applied Network Science},\n  volume = {4},\n  number = {1},\n  pages = {125},\n  publisher = {{Springer}},\n  doi = {10.1007/s41109-019-0242-0},\n  url = {https://link.springer.com/content/pdf/10.1007/s41109-019-0242-0.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wormwood-lin-lynn-barrett-quigley-psychologicalimpactofmassviolencedependsonaffectivetoneofmediacontent-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wormwood, J. B., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Lynn, S. K., Barrett, L. F.,  &amp; Quigley, K. S.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0213891\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wormwood-lin-lynn-barrett-quigley-psychologicalimpactofmassviolencedependsonaffectivetoneofmediacontent-2019', 'https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0213891', event);\">\n    Psychological Impact of Mass Violence Depends on Affective Tone of Media Content.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>PLoS One</i>, 14(4): e0213891.  2019.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0213891\"\n     onclick=\"log_download('wormwood-lin-lynn-barrett-quigley-psychologicalimpactofmassviolencedependsonaffectivetoneofmediacontent-2019', 'https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0213891', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Psychological Impact of Mass Violence Depends on Affective Tone of Media Content [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1371/journal.pone.0213891\"\n     onclick=\"log_download('wormwood-lin-lynn-barrett-quigley-psychologicalimpactofmassviolencedependsonaffectivetoneofmediacontent-2019', 'http://doi.org/10.1371/journal.pone.0213891', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wormwood-lin-lynn-barrett-quigley-psychologicalimpactofmassviolencedependsonaffectivetoneofmediacontent-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wormwood-lin-lynn-barrett-quigley-psychologicalimpactofmassviolencedependsonaffectivetoneofmediacontent-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{wormwoodPsychologicalImpactMass2019,\n  title = {Psychological Impact of Mass Violence Depends on Affective Tone of Media Content},\n  author = {Wormwood, Jolie Baumann and Lin, Yu-Ru and Lynn, Spencer K. and Barrett, Lisa Feldman and Quigley, Karen S.},\n  year = {2019},\n  journal = {PLoS One},\n  volume = {14},\n  number = {4},\n  pages = {e0213891},\n  doi = {10.1371/journal.pone.0213891},\n  url = {https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0213891}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ertugrul-lin-temizel-castnetcommunityattentivespatiotemporalnetworksforopioidoverdoseforecasting-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Ertugrul, A. M., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Temizel, T. T.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bit.ly/community-attentive\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ertugrul-lin-temizel-castnetcommunityattentivespatiotemporalnetworksforopioidoverdoseforecasting-2019', 'http://bit.ly/community-attentive', event);\">\n    CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2019)</i>,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bit.ly/community-attentive\"\n     onclick=\"log_download('ertugrul-lin-temizel-castnetcommunityattentivespatiotemporalnetworksforopioidoverdoseforecasting-2019', 'http://bit.ly/community-attentive', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"CASTNet: Community-Attentive Spatio-Temporal Networks for Opioid Overdose Forecasting [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ertugrul-lin-temizel-castnetcommunityattentivespatiotemporalnetworksforopioidoverdoseforecasting-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>8 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ertugrul-lin-temizel-castnetcommunityattentivespatiotemporalnetworksforopioidoverdoseforecasting-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ertugrulCASTNetCommunityAttentiveSpatioTemporal2019,\n  title = {{{CASTNet}}: {{Community-Attentive Spatio-Temporal Networks}} for {{Opioid Overdose Forecasting}}},\n  booktitle = {Proceedings of {{Joint European Conference}} on {{Machine Learning}} and {{Knowledge Discovery}} in {{Databases}} ({{ECML PKDD}} 2019)},\n  author = {Ertugrul, Ali Mert and Lin, Yu-Ru and Temizel, Tugba Taskaya},\n  year = {2019},\n  url = {http://bit.ly/community-attentive},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-thom-chandar-hosey-thomas-garciagathright-searchmindsetsunderstandingfocusedandnonfocusedinformationseekinginmusicsearch-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Li, A., Thom, J., Chandar, P., Hosey, C., Thomas, B. S.,  &amp; Garcia-Gathright, J.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3308558.3313627\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-thom-chandar-hosey-thomas-garciagathright-searchmindsetsunderstandingfocusedandnonfocusedinformationseekinginmusicsearch-2019', 'https://doi.org/10.1145/3308558.3313627', event);\">\n    Search Mindsets: Understanding Focused and Non-Focused Information Seeking in Music Search.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>The World Wide Web Conference</i>, of <i>WWW '19</i>, pages 2971–2977, New York, NY, USA,  2019. Association for Computing Machinery\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://doi.org/10.1145/3308558.3313627\"\n     onclick=\"log_download('li-thom-chandar-hosey-thomas-garciagathright-searchmindsetsunderstandingfocusedandnonfocusedinformationseekinginmusicsearch-2019', 'https://doi.org/10.1145/3308558.3313627', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Search Mindsets: Understanding Focused and Non-Focused Information Seeking in Music Search [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3308558.3313627\"\n     onclick=\"log_download('li-thom-chandar-hosey-thomas-garciagathright-searchmindsetsunderstandingfocusedandnonfocusedinformationseekinginmusicsearch-2019', 'http://doi.org/10.1145/3308558.3313627', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/li-thom-chandar-hosey-thomas-garciagathright-searchmindsetsunderstandingfocusedandnonfocusedinformationseekinginmusicsearch-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-thom-chandar-hosey-thomas-garciagathright-searchmindsetsunderstandingfocusedandnonfocusedinformationseekinginmusicsearch-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{liSearchMindsetsUnderstanding2019,\n  title = {Search {{Mindsets}}: {{Understanding Focused}} and {{Non-Focused Information Seeking}} in {{Music Search}}},\n  shorttitle = {Search {{Mindsets}}},\n  booktitle = {The {{World Wide Web Conference}}},\n  author = {Li, Ang and Thom, Jennifer and Chandar, Praveen and Hosey, Christine and Thomas, Brian St. and {Garcia-Gathright}, Jean},\n  year = {2019},\n  series = {{{WWW}} &#x27;19},\n  pages = {2971--2977},\n  publisher = {{Association for Computing Machinery}},\n  address = {{New York, NY, USA}},\n  doi = {10.1145/3308558.3313627},\n  url = {https://doi.org/10.1145/3308558.3313627},\n  urldate = {2021-12-22},\n  abstract = {Music listening is a commonplace activity that has transformed as users engage with online streaming platforms. When presented with anytime, anywhere access to a vast catalog of music, users face challenges in searching for what they want to hear. We propose that users who engage in domain-specific search (e.g., music search) have different information-seeking needs than in general search. Using a mixed-method approach that combines a large-scale user survey with behavior data analyses, we describe the construct of search mindset on a leading online streaming music platform and then investigate two types of search mindsets: focused, where a user is looking for one thing in particular, and non-focused, where a user is open to different results. Our results reveal that searches in the music domain are more likely to be focused than non-focused. In addition, users&#x27; behavior (e.g., clicks, streams, querying, etc.) on a music search system is influenced by their search mindset. Finally, we propose design implications for music search systems to best support their users.},\n  isbn = {978-1-4503-6674-8}\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Music listening is a commonplace activity that has transformed as users engage with online streaming platforms. When presented with anytime, anywhere access to a vast catalog of music, users face challenges in searching for what they want to hear. We propose that users who engage in domain-specific search (e.g., music search) have different information-seeking needs than in general search. Using a mixed-method approach that combines a large-scale user survey with behavior data analyses, we describe the construct of search mindset on a leading online streaming music platform and then investigate two types of search mindsets: focused, where a user is looking for one thing in particular, and non-focused, where a user is open to different results. Our results reveal that searches in the music domain are more likely to be focused than non-focused. In addition, users' behavior (e.g., clicks, streams, querying, etc.) on a music search system is influenced by their search mindset. Finally, we propose design implications for music search systems to best support their users.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wen-lin-ahn-pelechrinis-liu-cao-facitfactorizingtensorsintointerpretableandscrutinizablepatterns-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wen, X., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Ahn, Y., Pelechrinis, K., Liu, X.,  &amp; Cao, N.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  FacIt: Factorizing Tensors into Interpretable and Scrutinizable Patterns.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>IEEE Symposium on Visual Analytics Science and Technology (VAST 2019)</i>,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wen-lin-ahn-pelechrinis-liu-cao-facitfactorizingtensorsintointerpretableandscrutinizablepatterns-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wen-lin-ahn-pelechrinis-liu-cao-facitfactorizingtensorsintointerpretableandscrutinizablepatterns-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{wenFacItFactorizingTensors2019,\n  title = {{{FacIt}}: {{Factorizing Tensors}} into {{Interpretable}} and {{Scrutinizable Patterns}}},\n  booktitle = {{{IEEE Symposium}} on {{Visual Analytics Science}} and {{Technology}} ({{VAST}} 2019)},\n  author = {Wen, Xidao and Lin, Yu-Ru and Ahn, Yongsu and Pelechrinis, Konstantinos and Liu, Xi and Cao, Nan},\n  year = {2019},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wen-lin-liu-brusilovsky-barriapineda-iterativediscriminanttensorfactorizationforbehaviorcomparisoninmassiveopenonlinecourses-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wen, X., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Liu, X., Brusilovsky, P.,  &amp; Barria Pineda, J.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://d-scholarship.pitt.edu/36851/3/p2068-wen.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wen-lin-liu-brusilovsky-barriapineda-iterativediscriminanttensorfactorizationforbehaviorcomparisoninmassiveopenonlinecourses-2019', 'http://d-scholarship.pitt.edu/36851/3/p2068-wen.pdf', event);\">\n    Iterative Discriminant Tensor Factorization for Behavior Comparison in Massive Open Online Courses.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of The Web Conference 2019 (WWW 2019)</i>,  2019. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://d-scholarship.pitt.edu/36851/3/p2068-wen.pdf\"\n     onclick=\"log_download('wen-lin-liu-brusilovsky-barriapineda-iterativediscriminanttensorfactorizationforbehaviorcomparisoninmassiveopenonlinecourses-2019', 'http://d-scholarship.pitt.edu/36851/3/p2068-wen.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Iterative Discriminant Tensor Factorization for Behavior Comparison in Massive Open Online Courses [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3308558.3313713\"\n     onclick=\"log_download('wen-lin-liu-brusilovsky-barriapineda-iterativediscriminanttensorfactorizationforbehaviorcomparisoninmassiveopenonlinecourses-2019', 'http://doi.org/10.1145/3308558.3313713', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wen-lin-liu-brusilovsky-barriapineda-iterativediscriminanttensorfactorizationforbehaviorcomparisoninmassiveopenonlinecourses-2019\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wen-lin-liu-brusilovsky-barriapineda-iterativediscriminanttensorfactorizationforbehaviorcomparisoninmassiveopenonlinecourses-2019')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{wenIterativeDiscriminantTensor2019,\n  title = {Iterative {{Discriminant Tensor Factorization}} for {{Behavior Comparison}} in {{Massive Open Online Courses}}},\n  booktitle = {Proceedings of {{The Web Conference}} 2019 ({{WWW}} 2019)},\n  author = {Wen, Xidao and Lin, Yu-Ru and Liu, Xi and Brusilovsky, Peter and Barria Pineda, Jordan},\n  year = {2019},\n  doi = {10.1145/3308558.3313713},\n  url = {http://d-scholarship.pitt.edu/36851/3/p2068-wen.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2018\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2018')\"\n      onkeypress=\"toggleGroup('group_2018')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2018</span>\n      <span class=\"bibbase_group_count\">\n        \n        (10)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"booth-lin-wei-neighborhooddisadvantageresidentsdistressandonlinesocialcommunicationharnessingtwitterdatatoexamineneighborhoodeffects-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Booth, J., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Wei, K.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Neighborhood Disadvantage, Residents' Distress, and Online Social Communication: Harnessing Twitter Data to Examine Neighborhood Effects.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Journal of Community Psychology (JCOP)</i>, 46(7): 829–843.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1002/jcop.21975\"\n     onclick=\"log_download('booth-lin-wei-neighborhooddisadvantageresidentsdistressandonlinesocialcommunicationharnessingtwitterdatatoexamineneighborhoodeffects-2018', 'http://doi.org/10.1002/jcop.21975', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/booth-lin-wei-neighborhooddisadvantageresidentsdistressandonlinesocialcommunicationharnessingtwitterdatatoexamineneighborhoodeffects-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('booth-lin-wei-neighborhooddisadvantageresidentsdistressandonlinesocialcommunicationharnessingtwitterdatatoexamineneighborhoodeffects-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{boothNeighborhoodDisadvantageResidents2018,\n  title = {Neighborhood {{Disadvantage}}, {{Residents}}&#x27; {{Distress}}, and {{Online Social Communication}}: {{Harnessing Twitter Data}} to {{Examine Neighborhood Effects}}},\n  author = {Booth, Jaime and Lin, Yu-Ru and Wei, Kai},\n  year = {2018},\n  journal = {Journal of Community Psychology (JCOP)},\n  volume = {46},\n  number = {7},\n  pages = {829--843},\n  doi = {10.1002/jcop.21975}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cao-lin-zhu-lin-teng-wen-voilavisualanomalydetectionandmonitoringwithstreamingspatiotemporaldata-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Cao, N., Lin, C., Zhu, Q., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Teng, X.,  &amp; Wen, X.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bit.ly/voila-paper\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cao-lin-zhu-lin-teng-wen-voilavisualanomalydetectionandmonitoringwithstreamingspatiotemporaldata-2018', 'http://bit.ly/voila-paper', event);\">\n    Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Visualization and Computer Graphics (TVCG)</i>, 24(1): 23–33.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bit.ly/voila-paper\"\n     onclick=\"log_download('cao-lin-zhu-lin-teng-wen-voilavisualanomalydetectionandmonitoringwithstreamingspatiotemporaldata-2018', 'http://bit.ly/voila-paper', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TVCG.2017.2744419\"\n     onclick=\"log_download('cao-lin-zhu-lin-teng-wen-voilavisualanomalydetectionandmonitoringwithstreamingspatiotemporaldata-2018', 'http://doi.org/10.1109/TVCG.2017.2744419', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cao-lin-zhu-lin-teng-wen-voilavisualanomalydetectionandmonitoringwithstreamingspatiotemporaldata-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>3 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cao-lin-zhu-lin-teng-wen-voilavisualanomalydetectionandmonitoringwithstreamingspatiotemporaldata-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{caoVoilaVisualAnomaly2018,\n  title = {Voila: {{Visual Anomaly Detection}} and {{Monitoring}} with {{Streaming Spatiotemporal Data}}},\n  author = {Cao, Nan and Lin, Chaoguang and Zhu, Qiuhan and Lin, Yu-Ru and Teng, Xian and Wen, Xidao},\n  year = {2018},\n  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},\n  volume = {24},\n  number = {1},\n  pages = {23--33},\n  doi = {10.1109/TVCG.2017.2744419},\n  url = {http://bit.ly/voila-paper},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-zhu-guo-jin-lin-cao-anomalydetectioninspatialtemporaldataviaregularizednonnegativetensoranalysis-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Lin, C., Zhu, Q., Guo, S., Jin, Z., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Cao, N.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://link.springer.com/article/10.1007/s10618-018-0560-3\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-zhu-guo-jin-lin-cao-anomalydetectioninspatialtemporaldataviaregularizednonnegativetensoranalysis-2018', 'https://link.springer.com/article/10.1007/s10618-018-0560-3', event);\">\n    Anomaly Detection in Spatial-temporal Data via Regularized Non-Negative Tensor Analysis.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Data Mining and Knowledge Discovery (DAMI)</i>, 32(4): 1056–1073.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://link.springer.com/article/10.1007/s10618-018-0560-3\"\n     onclick=\"log_download('lin-zhu-guo-jin-lin-cao-anomalydetectioninspatialtemporaldataviaregularizednonnegativetensoranalysis-2018', 'https://link.springer.com/article/10.1007/s10618-018-0560-3', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Anomaly Detection in Spatial-temporal Data via Regularized Non-Negative Tensor Analysis [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s10618-018-0560-3\"\n     onclick=\"log_download('lin-zhu-guo-jin-lin-cao-anomalydetectioninspatialtemporaldataviaregularizednonnegativetensoranalysis-2018', 'http://doi.org/10.1007/s10618-018-0560-3', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-zhu-guo-jin-lin-cao-anomalydetectioninspatialtemporaldataviaregularizednonnegativetensoranalysis-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-zhu-guo-jin-lin-cao-anomalydetectioninspatialtemporaldataviaregularizednonnegativetensoranalysis-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{linAnomalyDetectionSpatialtemporal2018,\n  title = {Anomaly {{Detection}} in {{Spatial-temporal Data}} via {{Regularized Non-Negative Tensor Analysis}}},\n  author = {Lin, Chaoguang and Zhu, Qiuhan and Guo, Shunan and Jin, Zhuochen and Lin, Yu-Ru and Cao, Nan},\n  year = {2018},\n  journal = {Data Mining and Knowledge Discovery (DAMI)},\n  volume = {32},\n  number = {4},\n  pages = {1056--1073},\n  issn = {1384-5810},\n  doi = {10.1007/s10618-018-0560-3},\n  url = {https://link.springer.com/article/10.1007/s10618-018-0560-3},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wen-lin-pelechrinis-eventanalyticsviadiscriminanttensorfactorization-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wen, X., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Pelechrinis, K.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bit.ly/event-tensor-fac\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wen-lin-pelechrinis-eventanalyticsviadiscriminanttensorfactorization-2018', 'http://bit.ly/event-tensor-fac', event);\">\n    Event Analytics via Discriminant Tensor Factorization.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>ACM Transactions on Knowledge Discovery from Data (TKDD)</i>, 12(6): 72.  2018.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bit.ly/event-tensor-fac\"\n     onclick=\"log_download('wen-lin-pelechrinis-eventanalyticsviadiscriminanttensorfactorization-2018', 'http://bit.ly/event-tensor-fac', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Event Analytics via Discriminant Tensor Factorization [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3184455\"\n     onclick=\"log_download('wen-lin-pelechrinis-eventanalyticsviadiscriminanttensorfactorization-2018', 'http://doi.org/10.1145/3184455', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wen-lin-pelechrinis-eventanalyticsviadiscriminanttensorfactorization-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wen-lin-pelechrinis-eventanalyticsviadiscriminanttensorfactorization-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{wenEventAnalyticsDiscriminant2018,\n  title = {Event {{Analytics}} via {{Discriminant Tensor Factorization}}},\n  author = {Wen, Xidao and Lin, Yu-Ru and Pelechrinis, Konstantinos},\n  year = {2018},\n  journal = {ACM Transactions on Knowledge Discovery from Data (TKDD)},\n  volume = {12},\n  number = {6},\n  pages = {72},\n  doi = {10.1145/3184455},\n  url = {http://bit.ly/event-tensor-fac},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ahn-lin-policyflowinterpretingpolicydiffusionincontext-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Ahn, Y.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  PolicyFlow: Interpreting Policy Diffusion in Context.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>KDD 2018 Workshop on Interactive Data Exploration and Analytics (IDEA 2018)</i>, volume 46, pages 829–843,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ahn-lin-policyflowinterpretingpolicydiffusionincontext-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ahn-lin-policyflowinterpretingpolicydiffusionincontext-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ahnPolicyFlowInterpretingPolicy2018,\n  title = {{PolicyFlow: Interpreting Policy Diffusion in Context}},\n  booktitle = {{KDD 2018 Workshop on Interactive Data Exploration and Analytics (IDEA 2018)}},\n  author = {Ahn, Yongsu and Lin, Yu-Ru},\n  year = {2018},\n  volume = {46},\n  pages = {829--843},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chung-lin-li-ertugrul-yan-marchwithandwithoutfeetthetalkingaboutprotestsandbeyond-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Chung, W., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Li, A., Ertugrul, A. M.,  &amp; Yan, M.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bit.ly/march-without-feet\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chung-lin-li-ertugrul-yan-marchwithandwithoutfeetthetalkingaboutprotestsandbeyond-2018', 'http://bit.ly/march-without-feet', event);\">\n    March with and without Feet: The Talking about Protests and Beyond.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proc. of the 10th International Conference on Social Informatics (SocInfo 2018)</i>,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bit.ly/march-without-feet\"\n     onclick=\"log_download('chung-lin-li-ertugrul-yan-marchwithandwithoutfeetthetalkingaboutprotestsandbeyond-2018', 'http://bit.ly/march-without-feet', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"March with and without Feet: The Talking about Protests and Beyond [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-030-01129-1_9\"\n     onclick=\"log_download('chung-lin-li-ertugrul-yan-marchwithandwithoutfeetthetalkingaboutprotestsandbeyond-2018', 'http://doi.org/10.1007/978-3-030-01129-1_9', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chung-lin-li-ertugrul-yan-marchwithandwithoutfeetthetalkingaboutprotestsandbeyond-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chung-lin-li-ertugrul-yan-marchwithandwithoutfeetthetalkingaboutprotestsandbeyond-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{chungMarchFeetTalking2018,\n  title = {March with and without {{Feet}}: {{The Talking}} about {{Protests}} and {{Beyond}}},\n  booktitle = {Proc. of the 10th {{International Conference}} on {{Social Informatics}} ({{SocInfo}} 2018)},\n  author = {Chung, Wen-Ting and Lin, Yu-Ru and Li, Ang and Ertugrul, Ali Mert and Yan, Muheng},\n  year = {2018},\n  doi = {10.1007/978-3-030-01129-1_9},\n  url = {http://bit.ly/march-without-feet},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ertugrul-lin-mair-temizel-forecastingheroinoverdoseoccurrencesfromcrimeincidents-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Ertugrul, A. M., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Mair, C.,  &amp; Temizel, T. T.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://sbp-brims.org/2018/proceedings/papers/challenge_papers/SBP-BRiMS_2018_paper_122.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ertugrul-lin-mair-temizel-forecastingheroinoverdoseoccurrencesfromcrimeincidents-2018', 'http://sbp-brims.org/2018/proceedings/papers/challenge_papers/SBP-BRiMS_2018_paper_122.pdf', event);\">\n    Forecasting Heroin Overdose Occurrences from Crime Incidents.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>2018 International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation (SBP-BRiMS 2018)</i>,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://sbp-brims.org/2018/proceedings/papers/challenge_papers/SBP-BRiMS_2018_paper_122.pdf\"\n     onclick=\"log_download('ertugrul-lin-mair-temizel-forecastingheroinoverdoseoccurrencesfromcrimeincidents-2018', 'http://sbp-brims.org/2018/proceedings/papers/challenge_papers/SBP-BRiMS_2018_paper_122.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Forecasting Heroin Overdose Occurrences from Crime Incidents [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ertugrul-lin-mair-temizel-forecastingheroinoverdoseoccurrencesfromcrimeincidents-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ertugrul-lin-mair-temizel-forecastingheroinoverdoseoccurrencesfromcrimeincidents-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ertugrulForecastingHeroinOverdose2018,\n  title = {Forecasting {{Heroin Overdose Occurrences}} from {{Crime Incidents}}},\n  booktitle = {2018 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \\&amp; {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2018)},\n  author = {Ertugrul, Ali Mert and Lin, Yu-Ru and Mair, Christina and Temizel, Tugba Taskaya},\n  year = {2018},\n  url = {http://sbp-brims.org/2018/proceedings/papers/challenge_papers/SBP-BRiMS_2018_paper_122.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"javadi-lin-pelechrinis-discoveringfunctionalityofurbanregionsbylearninglowdimensionalrepresentationsofaspatialmultiplexnetwork-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Javadi, S., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Pelechrinis, K.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Discovering Functionality of Urban Regions by Learning Low-dimensional Representations of a Spatial Multiplex Network.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>KDD 2018 Mining Urban Data (MUD) Workshop</i>,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/javadi-lin-pelechrinis-discoveringfunctionalityofurbanregionsbylearninglowdimensionalrepresentationsofaspatialmultiplexnetwork-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('javadi-lin-pelechrinis-discoveringfunctionalityofurbanregionsbylearninglowdimensionalrepresentationsofaspatialmultiplexnetwork-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{javadiDiscoveringFunctionalityUrban2018,\n  title = {{Discovering Functionality of Urban Regions by Learning Low-dimensional Representations of a Spatial Multiplex Network}},\n  booktitle = {{KDD 2018 Mining Urban Data (MUD) Workshop}},\n  author = {Javadi, Saeed and Lin, Yu-Ru and Pelechrinis, Konstantinos},\n  year = {2018},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"liu-xie-wen-chen-ge-duffield-wang-asemisupervisedandinductiveembeddingmodelforchurnpredictionoflargescalemobilegames-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Liu, X., Xie, M., Wen, X., Chen, R., Ge, Y., Duffield, N.,  &amp; Wang, N.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  A Semi-Supervised and Inductive Embedding Model for Churn Prediction of Large-Scale Mobile Games.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>2018 IEEE International Conference on Data Mining (ICDM)</i>, pages 277–286,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDM.2018.00043\"\n     onclick=\"log_download('liu-xie-wen-chen-ge-duffield-wang-asemisupervisedandinductiveembeddingmodelforchurnpredictionoflargescalemobilegames-2018', 'http://doi.org/10.1109/ICDM.2018.00043', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/liu-xie-wen-chen-ge-duffield-wang-asemisupervisedandinductiveembeddingmodelforchurnpredictionoflargescalemobilegames-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('liu-xie-wen-chen-ge-duffield-wang-asemisupervisedandinductiveembeddingmodelforchurnpredictionoflargescalemobilegames-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{liuSemiSupervisedInductiveEmbedding2018,\n  title = {A {{Semi-Supervised}} and {{Inductive Embedding Model}} for {{Churn Prediction}} of {{Large-Scale Mobile Games}}},\n  booktitle = {2018 {{IEEE International Conference}} on {{Data Mining}} ({{ICDM}})},\n  author = {Liu, Xi and Xie, Muhe and Wen, Xidao and Chen, Rui and Ge, Yong and Duffield, Nick and Wang, Na},\n  year = {2018},\n  pages = {277--286},\n  issn = {2374-8486},\n  doi = {10.1109/ICDM.2018.00043},\n  abstract = {Mobile gaming has emerged as a promising market with billion-dollar revenues. A variety of mobile game platforms and services have been developed around the world. One critical challenge for these platforms and services is to understand user churn behavior in mobile games. Accurate churn prediction will benefit many stakeholders such as game developers, advertisers, and platform operators. In this paper, we present the first large-scale churn prediction solution for mobile games. In view of the common limitations of the state-of-the-art methods built upon traditional machine learning models, we devise a novel semi-supervised and inductive embedding model that jointly learns the prediction function and the embedding function for user-app relationships. We model these two functions by deep neural networks with a unique edge embedding technique that is able to capture both contextual information and relationship dynamics. We also design a novel attributed random walk technique that takes into consideration both topological adjacency and attribute similarities. To evaluate the performance of our solution, we collect real-world data from the Samsung Game Launcher platform that includes tens of thousands of games and hundreds of millions of user-app interactions. The experimental results with this data demonstrate the superiority of our proposed model against existing state-of-the-art methods.}\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Mobile gaming has emerged as a promising market with billion-dollar revenues. A variety of mobile game platforms and services have been developed around the world. One critical challenge for these platforms and services is to understand user churn behavior in mobile games. Accurate churn prediction will benefit many stakeholders such as game developers, advertisers, and platform operators. In this paper, we present the first large-scale churn prediction solution for mobile games. In view of the common limitations of the state-of-the-art methods built upon traditional machine learning models, we devise a novel semi-supervised and inductive embedding model that jointly learns the prediction function and the embedding function for user-app relationships. We model these two functions by deep neural networks with a unique edge embedding technique that is able to capture both contextual information and relationship dynamics. We also design a novel attributed random walk technique that takes into consideration both topological adjacency and attribute similarities. To evaluate the performance of our solution, we collect real-world data from the Samsung Game Launcher platform that includes tens of thousands of games and hundreds of millions of user-app interactions. The experimental results with this data demonstrate the superiority of our proposed model against existing state-of-the-art methods.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"teng-yan-ertugrul-lin-deepintohypersphererobustandunsupervisedanomalydiscoveryindynamicnetworks-2018\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Teng, X., Yan, M., Ertugrul, A. M.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/e3aons\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'teng-yan-ertugrul-lin-deepintohypersphererobustandunsupervisedanomalydiscoveryindynamicnetworks-2018', 'http://goo.gl/e3aons', event);\">\n    Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 27th International Joint Conference on Artificial Intelligence (IJCAI 2018)</i>,  2018. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/e3aons\"\n     onclick=\"log_download('teng-yan-ertugrul-lin-deepintohypersphererobustandunsupervisedanomalydiscoveryindynamicnetworks-2018', 'http://goo.gl/e3aons', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Deep into Hypersphere: Robust and Unsupervised Anomaly Discovery in Dynamic Networks [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/teng-yan-ertugrul-lin-deepintohypersphererobustandunsupervisedanomalydiscoveryindynamicnetworks-2018\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('teng-yan-ertugrul-lin-deepintohypersphererobustandunsupervisedanomalydiscoveryindynamicnetworks-2018')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tengDeepHypersphereRobust2018,\n  title = {Deep into {{Hypersphere}}: {{Robust}} and {{Unsupervised Anomaly Discovery}} in {{Dynamic Networks}}},\n  booktitle = {Proceedings of the 27th {{International Joint Conference}} on {{Artificial Intelligence}} ({{IJCAI}} 2018)},\n  author = {Teng, Xian and Yan, Muheng and Ertugrul, Ali Mert and Lin, Yu-Ru},\n  year = {2018},\n  url = {http://goo.gl/e3aons},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2017\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2017')\"\n      onkeypress=\"toggleGroup('group_2017')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2017</span>\n      <span class=\"bibbase_group_count\">\n        \n        (16)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"pei-teng-shaman-morone-makse-efficientcollectiveinfluencemaximizationincascadingprocesseswithfirstordertransitions-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Pei, S., Teng, X., Shaman, J., Morone, F.,  &amp; Makse, H. A\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Efficient Collective Influence Maximization in Cascading Processes with First-Order Transitions.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Scientific Reports</i>, 7(1): 1–13.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/https://doi.org/10.1038/srep45240\"\n     onclick=\"log_download('pei-teng-shaman-morone-makse-efficientcollectiveinfluencemaximizationincascadingprocesseswithfirstordertransitions-2017', 'http://doi.org/https://doi.org/10.1038/srep45240', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/pei-teng-shaman-morone-makse-efficientcollectiveinfluencemaximizationincascadingprocesseswithfirstordertransitions-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('pei-teng-shaman-morone-makse-efficientcollectiveinfluencemaximizationincascadingprocesseswithfirstordertransitions-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{pei2017efficient,\n  title={Efficient Collective Influence Maximization in Cascading Processes with First-Order Transitions},\n  author={Pei, Sen and Teng, Xian and Shaman, Jeffrey and Morone, Flaviano and Makse, Hern{\\&#x27;a}n A},\n  journal={Scientific Reports},\n  volume={7},\n  number={1},\n  pages={1--13},\n  year={2017},\n  doi={https://doi.org/10.1038/srep45240},\n  abstract={In many social and biological networks, the collective dynamics of the entire system can be shaped by a small set of influential units through a global cascading process, manifested by an abrupt first-order transition in dynamical behaviors. Despite its importance in applications, efficient identification of multiple influential spreaders in cascading processes still remains a challenging task for large-scale networks. Here we address this issue by exploring the collective influence in general threshold models of cascading process. Our analysis reveals that the importance of spreaders is fixed by the subcritical paths along which cascades propagate: the number of subcritical paths attached to each spreader determines its contribution to global cascades. The concept of subcritical path allows us to introduce a scalable algorithm for massively large-scale networks. Results in both synthetic random graphs and real networks show that the proposed method can achieve larger collective influence given the same number of seeds compared with other scalable heuristic approaches.}\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  In many social and biological networks, the collective dynamics of the entire system can be shaped by a small set of influential units through a global cascading process, manifested by an abrupt first-order transition in dynamical behaviors. Despite its importance in applications, efficient identification of multiple influential spreaders in cascading processes still remains a challenging task for large-scale networks. Here we address this issue by exploring the collective influence in general threshold models of cascading process. Our analysis reveals that the importance of spreaders is fixed by the subcritical paths along which cascades propagate: the number of subcritical paths attached to each spreader determines its contribution to global cascades. The concept of subcritical path allows us to introduce a scalable algorithm for massively large-scale networks. Results in both synthetic random graphs and real networks show that the proposed method can achieve larger collective influence given the same number of seeds compared with other scalable heuristic approaches.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cao-lin-gotz-du-zglyphvisualizingoutliersinmultivariatedata-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Cao, N., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Gotz, D.,  &amp; Du, F.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Z-Glyph: Visualizing Outliers in Multivariate Data.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Information Visualization</i>.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1177/1473871616686635\"\n     onclick=\"log_download('cao-lin-gotz-du-zglyphvisualizingoutliersinmultivariatedata-2017', 'http://doi.org/10.1177/1473871616686635', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cao-lin-gotz-du-zglyphvisualizingoutliersinmultivariatedata-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cao-lin-gotz-du-zglyphvisualizingoutliersinmultivariatedata-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{caoZGlyphVisualizingOutliers2017,\n  title = {Z-{{Glyph}}: {{Visualizing Outliers}} in {{Multivariate Data}}},\n  author = {Cao, Nan and Lin, Yu-Ru and Gotz, David and Du, Fan},\n  year = {2017},\n  journal = {Information Visualization},\n  doi = {10.1177/1473871616686635},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"he-lin-measuringandmonitoringcollectiveattentionduringshockingevents-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  He, X.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://rdcu.be/zcPU\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'he-lin-measuringandmonitoringcollectiveattentionduringshockingevents-2017', 'http://rdcu.be/zcPU', event);\">\n    Measuring and Monitoring Collective Attention During Shocking Events.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>EPJ Data Science</i>, 6(30).  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://rdcu.be/zcPU\"\n     onclick=\"log_download('he-lin-measuringandmonitoringcollectiveattentionduringshockingevents-2017', 'http://rdcu.be/zcPU', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Measuring and Monitoring Collective Attention During Shocking Events [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1140/epjds/s13688-017-0126-4\"\n     onclick=\"log_download('he-lin-measuringandmonitoringcollectiveattentionduringshockingevents-2017', 'http://doi.org/10.1140/epjds/s13688-017-0126-4', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/he-lin-measuringandmonitoringcollectiveattentionduringshockingevents-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('he-lin-measuringandmonitoringcollectiveattentionduringshockingevents-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{heMeasuringMonitoringCollective2017,\n  title = {Measuring and {{Monitoring Collective Attention During Shocking Events}}},\n  author = {He, Xingsheng and Lin, Yu-Ru},\n  year = {2017},\n  journal = {EPJ Data Science},\n  volume = {6},\n  number = {30},\n  doi = {10.1140/epjds/s13688-017-0126-4},\n  url = {http://rdcu.be/zcPU},\n  urldate = {2015-01-05},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-tong-cao-ehrlich-lin-buchler-enhancingteamcompositioninprofessionalnetworksproblemdefinitionsandfastsolutions-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Li, L., Tong, H., Cao, N., Ehrlich, K., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Buchler, N.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Enhancing Team Composition in Professional Networks: Problem Definitions and Fast Solutions.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Knowledge and Data Engineering (TKDE)</i>, 29(3): 613–626.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TKDE.2016.2633464\"\n     onclick=\"log_download('li-tong-cao-ehrlich-lin-buchler-enhancingteamcompositioninprofessionalnetworksproblemdefinitionsandfastsolutions-2017', 'http://doi.org/10.1109/TKDE.2016.2633464', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/li-tong-cao-ehrlich-lin-buchler-enhancingteamcompositioninprofessionalnetworksproblemdefinitionsandfastsolutions-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-tong-cao-ehrlich-lin-buchler-enhancingteamcompositioninprofessionalnetworksproblemdefinitionsandfastsolutions-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{liEnhancingTeamComposition2017,\n  title = {Enhancing {{Team Composition}} in {{Professional Networks}}: {{Problem Definitions}} and {{Fast Solutions}}},\n  author = {Li, Liangyue and Tong, Hanghang and Cao, Nan and Ehrlich, Kate and Lin, Yu-Ru and Buchler, Norbou},\n  year = {2017},\n  journal = {IEEE Transactions on Knowledge and Data Engineering (TKDE)},\n  volume = {29},\n  number = {3},\n  pages = {613--626},\n  issn = {1041-4347},\n  doi = {10.1109/TKDE.2016.2633464},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-kennedy-lazer-thegeographyofmoneyandpoliticspopulationdensitysocialnetworkingandpoliticalcontributions-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Kennedy, R.,  &amp; Lazer, D.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://journals.sagepub.com/eprint/z5Bh7RZvUYViqxgw8RMC/full\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-kennedy-lazer-thegeographyofmoneyandpoliticspopulationdensitysocialnetworkingandpoliticalcontributions-2017', 'http://journals.sagepub.com/eprint/z5Bh7RZvUYViqxgw8RMC/full', event);\">\n    The Geography of Money and Politics: Population Density, Social Networking and Political Contributions.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Research & Politics</i>, 4(4).  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://journals.sagepub.com/eprint/z5Bh7RZvUYViqxgw8RMC/full\"\n     onclick=\"log_download('lin-kennedy-lazer-thegeographyofmoneyandpoliticspopulationdensitysocialnetworkingandpoliticalcontributions-2017', 'http://journals.sagepub.com/eprint/z5Bh7RZvUYViqxgw8RMC/full', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Geography of Money and Politics: Population Density, Social Networking and Political Contributions [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1177/2053168017742015\"\n     onclick=\"log_download('lin-kennedy-lazer-thegeographyofmoneyandpoliticspopulationdensitysocialnetworkingandpoliticalcontributions-2017', 'http://doi.org/10.1177/2053168017742015', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-kennedy-lazer-thegeographyofmoneyandpoliticspopulationdensitysocialnetworkingandpoliticalcontributions-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-kennedy-lazer-thegeographyofmoneyandpoliticspopulationdensitysocialnetworkingandpoliticalcontributions-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{linGeographyMoneyPolitics2017,\n  title = {The {{Geography}} of {{Money}} and {{Politics}}: {{Population Density}}, {{Social Networking}} and {{Political Contributions}}},\n  author = {Lin, Yu-Ru and Kennedy, Ryan and Lazer, David},\n  year = {2017},\n  journal = {Research \\&amp; Politics},\n  volume = {4},\n  number = {4},\n  doi = {10.1177/2053168017742015},\n  url = {http://journals.sagepub.com/eprint/z5Bh7RZvUYViqxgw8RMC/full},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-margolin-wen-trackingandanalyzingindividualdistressfollowingterroristattacksusingsocialmediastreams-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Margolin, D.,  &amp; Wen, X.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/RNVRmJ\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-margolin-wen-trackingandanalyzingindividualdistressfollowingterroristattacksusingsocialmediastreams-2017', 'http://goo.gl/RNVRmJ', event);\">\n    Tracking and Analyzing Individual Distress Following Terrorist Attacks Using Social Media Streams.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Risk Analysis</i>, 37(8): 1580–1605.  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/RNVRmJ\"\n     onclick=\"log_download('lin-margolin-wen-trackingandanalyzingindividualdistressfollowingterroristattacksusingsocialmediastreams-2017', 'http://goo.gl/RNVRmJ', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Tracking and Analyzing Individual Distress Following Terrorist Attacks Using Social Media Streams [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1111/risa.12829\"\n     onclick=\"log_download('lin-margolin-wen-trackingandanalyzingindividualdistressfollowingterroristattacksusingsocialmediastreams-2017', 'http://doi.org/10.1111/risa.12829', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-margolin-wen-trackingandanalyzingindividualdistressfollowingterroristattacksusingsocialmediastreams-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-margolin-wen-trackingandanalyzingindividualdistressfollowingterroristattacksusingsocialmediastreams-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{linTrackingAnalyzingIndividual2017,\n  title = {Tracking and {{Analyzing Individual Distress Following Terrorist Attacks Using Social Media Streams}}},\n  author = {Lin, Yu-Ru and Margolin, Drew and Wen, Xidao},\n  year = {2017},\n  journal = {Risk Analysis},\n  volume = {37},\n  number = {8},\n  pages = {1580--1605},\n  doi = {10.1111/risa.12829},\n  url = {http://goo.gl/RNVRmJ},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lopez-farzan-lin-behindthemythsofcitizenparticipationidentifyingsustainabilityfactorsofhyperlocalinformationsystems-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Lopez, C., Farzan, R.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bit.ly/behind-myths-citizen\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lopez-farzan-lin-behindthemythsofcitizenparticipationidentifyingsustainabilityfactorsofhyperlocalinformationsystems-2017', 'http://bit.ly/behind-myths-citizen', event);\">\n    Behind the Myths of Citizen Participation: Identifying Sustainability Factors of Hyper-Local Information Systems.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>ACM Transactions on Internet Technology (TOIT)</i>, 18(1).  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bit.ly/behind-myths-citizen\"\n     onclick=\"log_download('lopez-farzan-lin-behindthemythsofcitizenparticipationidentifyingsustainabilityfactorsofhyperlocalinformationsystems-2017', 'http://bit.ly/behind-myths-citizen', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Behind the Myths of Citizen Participation: Identifying Sustainability Factors of Hyper-Local Information Systems [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/3093892\"\n     onclick=\"log_download('lopez-farzan-lin-behindthemythsofcitizenparticipationidentifyingsustainabilityfactorsofhyperlocalinformationsystems-2017', 'http://doi.org/10.1145/3093892', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lopez-farzan-lin-behindthemythsofcitizenparticipationidentifyingsustainabilityfactorsofhyperlocalinformationsystems-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lopez-farzan-lin-behindthemythsofcitizenparticipationidentifyingsustainabilityfactorsofhyperlocalinformationsystems-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{lopezMythsCitizenParticipation2017,\n  title = {Behind the Myths of Citizen Participation: {{Identifying}} Sustainability Factors of Hyper-Local Information Systems},\n  author = {Lopez, Claudia and Farzan, Rosta and Lin, Yu-Ru},\n  year = {2017},\n  journal = {ACM Transactions on Internet Technology (TOIT)},\n  volume = {18},\n  number = {1},\n  doi = {10.1145/3093892},\n  url = {http://bit.ly/behind-myths-citizen},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"pelechrinis-lin-tensorbasedanalysisforurbannetworks-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Pelechrinis, K.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://link.springer.com/referenceworkentry/10.1007%2F978-1-4614-7163-9_110174-1\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'pelechrinis-lin-tensorbasedanalysisforurbannetworks-2017', 'https://link.springer.com/referenceworkentry/10.1007%2F978-1-4614-7163-9_110174-1', event);\">\n    Tensor-Based Analysis for Urban Networks.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Encyclopedia of Social Networks and Mining</i>. Springer,  2017.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://link.springer.com/referenceworkentry/10.1007%2F978-1-4614-7163-9_110174-1\"\n     onclick=\"log_download('pelechrinis-lin-tensorbasedanalysisforurbannetworks-2017', 'https://link.springer.com/referenceworkentry/10.1007%2F978-1-4614-7163-9_110174-1', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Tensor-Based Analysis for Urban Networks [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/pelechrinis-lin-tensorbasedanalysisforurbannetworks-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('pelechrinis-lin-tensorbasedanalysisforurbannetworks-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{pelechrinisTensorbasedAnalysisUrban2017,\n  title = {Tensor-Based {{Analysis}} for {{Urban Networks}}},\n  booktitle = {Encyclopedia of {{Social Networks}} and {{Mining}}},\n  author = {Pelechrinis, Konstantinos and Lin, Yu-Ru},\n  year = {2017},\n  publisher = {{Springer}},\n  url = {https://link.springer.com/referenceworkentry/10.1007%2F978-1-4614-7163-9_110174-1},\n  isbn = {978-1-4614-7163-9},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cao-lin-zhu-lin-teng-wen-voilavisualanomalydetectionandmonitoringwithstreamingspatiotemporaldata-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Cao, N., Lin, C., Zhu, Q., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Teng, X.,  &amp; Wen, X.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bit.ly/voila-paper\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cao-lin-zhu-lin-teng-wen-voilavisualanomalydetectionandmonitoringwithstreamingspatiotemporaldata-2017', 'http://bit.ly/voila-paper', event);\">\n    Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>IEEE Symposium on Visual Analytics Science and Technology (VAST 2017)</i>,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bit.ly/voila-paper\"\n     onclick=\"log_download('cao-lin-zhu-lin-teng-wen-voilavisualanomalydetectionandmonitoringwithstreamingspatiotemporaldata-2017', 'http://bit.ly/voila-paper', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Voila: Visual Anomaly Detection and Monitoring with Streaming Spatiotemporal Data [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cao-lin-zhu-lin-teng-wen-voilavisualanomalydetectionandmonitoringwithstreamingspatiotemporaldata-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cao-lin-zhu-lin-teng-wen-voilavisualanomalydetectionandmonitoringwithstreamingspatiotemporaldata-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{caoVoilaVisualAnomaly2017,\n  title = {Voila: {{Visual Anomaly Detection}} and {{Monitoring}} with {{Streaming Spatiotemporal Data}}},\n  booktitle = {{{IEEE Symposium}} on {{Visual Analytics Science}} and {{Technology}} ({{VAST}} 2017)},\n  author = {Cao, Nan and Lin, Chaoguang and Zhu, Qiuhan and Lin, Yu-Ru and Teng, Xian and Wen, Xidao},\n  year = {2017},\n  url = {http://bit.ly/voila-paper},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chau-li-lin-predictingstudentsperformancebasedontheirreadingbehaviors-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Chau, H., Li, A.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Predicting Students Performance Based on Their Reading Behaviors.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>2017 International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation (SBP-BRiMS 2017)</i>,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chau-li-lin-predictingstudentsperformancebasedontheirreadingbehaviors-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chau-li-lin-predictingstudentsperformancebasedontheirreadingbehaviors-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{chauPredictingStudentsPerformance2017,\n  title = {Predicting {{Students Performance Based}} on {{Their Reading Behaviors}}},\n  booktitle = {2017 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \\&amp; {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2017)},\n  author = {Chau, Hung and Li, Ang and Lin, Yu-Ru},\n  year = {2017},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"ding-deng-li-lin-sentimentanalysisandpoliticalpartyclassificationin2016uspresidentdebatesintwitter-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Ding, T., Deng, J., Li, J.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Sentiment Analysis and Political Party Classification in 2016 U.S. President Debates in Twitter.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>2017 International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation (SBP-BRiMS 2017)</i>,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/ding-deng-li-lin-sentimentanalysisandpoliticalpartyclassificationin2016uspresidentdebatesintwitter-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ding-deng-li-lin-sentimentanalysisandpoliticalpartyclassificationin2016uspresidentdebatesintwitter-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{dingSentimentAnalysisPolitical2017,\n  title = {Sentiment {{Analysis}} and {{Political Party Classification}} in 2016 {{U}}.{{S}}. {{President Debates}} in {{Twitter}}},\n  booktitle = {2017 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \\&amp; {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2017)},\n  author = {Ding, Tianyu and Deng, Junyi and Li, Jingting and Lin, Yu-Ru},\n  year = {2017},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"du-cao-lin-xu-tong-ispherefocuscontextspherevisualizationforinteractivelargegraphexploration-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Du, F., Cao, N., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Xu, P.,  &amp; Tong, H.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/8yS4GH\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'du-cao-lin-xu-tong-ispherefocuscontextspherevisualizationforinteractivelargegraphexploration-2017', 'http://goo.gl/8yS4GH', event);\">\n    iSphere: Focus+Context Sphere Visualization for Interactive Large Graph Exploration.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI 2017)</i>,  2017. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/8yS4GH\"\n     onclick=\"log_download('du-cao-lin-xu-tong-ispherefocuscontextspherevisualizationforinteractivelargegraphexploration-2017', 'http://goo.gl/8yS4GH', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"iSphere: Focus+Context Sphere Visualization for Interactive Large Graph Exploration [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/du-cao-lin-xu-tong-ispherefocuscontextspherevisualizationforinteractivelargegraphexploration-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('du-cao-lin-xu-tong-ispherefocuscontextspherevisualizationforinteractivelargegraphexploration-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{duISphereFocusContext2017,\n  title = {{{iSphere}}: {{Focus}}+{{Context Sphere Visualization}} for {{Interactive Large Graph Exploration}}},\n  shorttitle = {{{iSphere}}},\n  booktitle = {Proceedings of the {{ACM SIGCHI Conference}} on {{Human Factors}} in {{Computing Systems}} ({{CHI}} 2017)},\n  author = {Du, Fan and Cao, Nan and Lin, Yu-Ru and Xu, Panpan and Tong, Hanghang},\n  year = {2017},\n  publisher = {{ACM}},\n  url = {http://goo.gl/8yS4GH},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"he-lu-margolin-wang-idrissi-lin-thesignalsandnoiseactionableinformationinimprovisedsocialmediachannelsduringadisaster-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  He, X., Lu, D., Margolin, D., Wang, M., Idrissi, S. E,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/qRdibS\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'he-lu-margolin-wang-idrissi-lin-thesignalsandnoiseactionableinformationinimprovisedsocialmediachannelsduringadisaster-2017', 'http://goo.gl/qRdibS', event);\">\n    The Signals and Noise: Actionable Information in Improvised Social Media Channels During a Disaster.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of Web Science 2017 (WebSci 2017)</i>,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/qRdibS\"\n     onclick=\"log_download('he-lu-margolin-wang-idrissi-lin-thesignalsandnoiseactionableinformationinimprovisedsocialmediachannelsduringadisaster-2017', 'http://goo.gl/qRdibS', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Signals and Noise: Actionable Information in Improvised Social Media Channels During a Disaster [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/he-lu-margolin-wang-idrissi-lin-thesignalsandnoiseactionableinformationinimprovisedsocialmediachannelsduringadisaster-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('he-lu-margolin-wang-idrissi-lin-thesignalsandnoiseactionableinformationinimprovisedsocialmediachannelsduringadisaster-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{heSignalsNoiseActionable2017,\n  title = {The {{Signals}} and {{Noise}}: {{Actionable Information}} in {{Improvised Social Media Channels During}} a {{Disaster}}},\n  booktitle = {Proceedings of {{Web Science}} 2017 ({{WebSci}} 2017)},\n  author = {He, Xingsheng and Lu, Di and Margolin, Drew and Wang, Mengdi and Idrissi, Salma E and Lin, Yu-Ru},\n  year = {2017},\n  url = {http://goo.gl/qRdibS},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lopez-farzan-lin-connectingneighborsthedoubleedgedswordofmobilizationmessaginginhyperlocalonlineforums-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Lopez, C., Farzan, R.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Connecting Neighbors: The Double-Edged Sword of Mobilization Messaging in Hyper-local Online Forums.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 28th ACM Conference on Hypertext and Social Media (Hypertext 2017)</i>, of <i>HT '17</i>,  2017. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lopez-farzan-lin-connectingneighborsthedoubleedgedswordofmobilizationmessaginginhyperlocalonlineforums-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lopez-farzan-lin-connectingneighborsthedoubleedgedswordofmobilizationmessaginginhyperlocalonlineforums-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{lopezConnectingNeighborsDoubleEdged2017,\n  title = {Connecting {{Neighbors}}: The {{Double-Edged Sword}} of {{Mobilization Messaging}} in {{Hyper-local Online Forums}}},\n  booktitle = {Proceedings of the 28th {{ACM Conference}} on {{Hypertext}} and {{Social Media}} ({{Hypertext}} 2017)},\n  author = {Lopez, Claudia and Farzan, Rosta and Lin, Yu-Ru},\n  year = {2017},\n  series = {{{HT}} &#x27;17},\n  publisher = {{ACM}},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"teng-lin-wen-anomalydetectionindynamicnetworksusingmultiviewtimeserieshyperspherelearning-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Teng, X., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Wen, X.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/n7tRjW\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'teng-lin-wen-anomalydetectionindynamicnetworksusingmultiviewtimeserieshyperspherelearning-2017', 'http://goo.gl/n7tRjW', event);\">\n    Anomaly Detection in Dynamic Networks Using Multi-view Time-Series Hypersphere Learning.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proc. of The 26th ACM International Conference on Information and Knowledge Management (CIKM 2017)</i>,  2017. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/n7tRjW\"\n     onclick=\"log_download('teng-lin-wen-anomalydetectionindynamicnetworksusingmultiviewtimeserieshyperspherelearning-2017', 'http://goo.gl/n7tRjW', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Anomaly Detection in Dynamic Networks Using Multi-view Time-Series Hypersphere Learning [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/teng-lin-wen-anomalydetectionindynamicnetworksusingmultiviewtimeserieshyperspherelearning-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('teng-lin-wen-anomalydetectionindynamicnetworksusingmultiviewtimeserieshyperspherelearning-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tengAnomalyDetectionDynamic2017,\n  title = {Anomaly {{Detection}} in {{Dynamic Networks}} Using {{Multi-view Time-Series Hypersphere Learning}}},\n  booktitle = {Proc. of {{The}} 26th {{ACM International Conference}} on {{Information}} and {{Knowledge Management}} ({{CIKM}} 2017)},\n  author = {Teng, Xian and Lin, Yu-Ru and Wen, Xidao},\n  year = {2017},\n  url = {http://goo.gl/n7tRjW},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"yan-wen-lin-deng-quantifyingcontentpolarizationontwitter-2017\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Yan, M., Wen, X., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Deng, L.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/T6NeZw\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'yan-wen-lin-deng-quantifyingcontentpolarizationontwitter-2017', 'http://goo.gl/T6NeZw', event);\">\n    Quantifying Content Polarization on Twitter.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of 2017 IEEE International Conference on Collaboration and Internet Computing (IEEE CIC 2017)</i>,  2017. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\">(Best Student Paper Award)</span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/T6NeZw\"\n     onclick=\"log_download('yan-wen-lin-deng-quantifyingcontentpolarizationontwitter-2017', 'http://goo.gl/T6NeZw', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Quantifying Content Polarization on Twitter [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/yan-wen-lin-deng-quantifyingcontentpolarizationontwitter-2017\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('yan-wen-lin-deng-quantifyingcontentpolarizationontwitter-2017')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{yanQuantifyingContentPolarization2017,\n  title = {Quantifying {{Content Polarization}} on {{Twitter}}},\n  booktitle = {Proceedings of 2017 {{IEEE International Conference}} on {{Collaboration}} and {{Internet Computing}} ({{IEEE CIC}} 2017)},\n  author = {Yan, Muheng and Wen, Xidao and Lin, Yu-Ru and Deng, Lingjia},\n  year = {2017},\n  publisher = {{IEEE}},\n  url = {http://goo.gl/T6NeZw},\n  bibbase_note = {(Best Student Paper Award)},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2016\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2016')\"\n      onkeypress=\"toggleGroup('group_2016')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2016</span>\n      <span class=\"bibbase_group_count\">\n        \n        (24)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"teng-pei-morone-makse-collectiveinfluenceofmultiplespreadersevaluatedbytracingrealinformationflowinlargescalesocialnetworks-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Teng, X., Pei, S., Morone, F.,  &amp; Makse, H. A\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Collective Influence of Multiple Spreaders Evaluated by Tracing Real Information Flow in Large-Scale Social Networks.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Scientific Reports</i>, 6(1): 1–11.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/https://doi.org/10.1038/srep36043\"\n     onclick=\"log_download('teng-pei-morone-makse-collectiveinfluenceofmultiplespreadersevaluatedbytracingrealinformationflowinlargescalesocialnetworks-2016', 'http://doi.org/https://doi.org/10.1038/srep36043', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/teng-pei-morone-makse-collectiveinfluenceofmultiplespreadersevaluatedbytracingrealinformationflowinlargescalesocialnetworks-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('teng-pei-morone-makse-collectiveinfluenceofmultiplespreadersevaluatedbytracingrealinformationflowinlargescalesocialnetworks-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{teng2016collective,\n  title={Collective Influence of Multiple Spreaders Evaluated by Tracing Real Information Flow in Large-Scale Social Networks},\n  author={Teng, Xian and Pei, Sen and Morone, Flaviano and Makse, Hern{\\&#x27;a}n A},\n  journal={Scientific Reports},\n  volume={6},\n  number={1},\n  pages={1--11},\n  year={2016},\n  doi={https://doi.org/10.1038/srep36043},\n  abstract={Identifying the most influential spreaders that maximize information flow is a central question in network theory. Recently, a scalable method called “Collective Influence (CI)” has been put forward through collective influence maximization. In contrast to heuristic methods evaluating nodes’ significance separately, CI method inspects the collective influence of multiple spreaders. Despite that CI applies to the influence maximization problem in percolation model, it is still important to examine its efficacy in realistic information spreading. Here, we examine real-world information flow in various social and scientific platforms including American Physical Society, Facebook, Twitter and LiveJournal. Since empirical data cannot be directly mapped to ideal multi-source spreading, we leverage the behavioral patterns of users extracted from data to construct “virtual” information spreading processes. Our results demonstrate that the set of spreaders selected by CI can induce larger scale of information propagation. Moreover, local measures as the number of connections or citations are not necessarily the deterministic factors of nodes’ importance in realistic information spreading. This result has significance for rankings scientists in scientific networks like the APS, where the commonly used number of citations can be a poor indicator of the collective influence of authors in the community.}\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Identifying the most influential spreaders that maximize information flow is a central question in network theory. Recently, a scalable method called “Collective Influence (CI)” has been put forward through collective influence maximization. In contrast to heuristic methods evaluating nodes’ significance separately, CI method inspects the collective influence of multiple spreaders. Despite that CI applies to the influence maximization problem in percolation model, it is still important to examine its efficacy in realistic information spreading. Here, we examine real-world information flow in various social and scientific platforms including American Physical Society, Facebook, Twitter and LiveJournal. Since empirical data cannot be directly mapped to ideal multi-source spreading, we leverage the behavioral patterns of users extracted from data to construct “virtual” information spreading processes. Our results demonstrate that the set of spreaders selected by CI can induce larger scale of information propagation. Moreover, local measures as the number of connections or citations are not necessarily the deterministic factors of nodes’ importance in realistic information spreading. This result has significance for rankings scientists in scientific networks like the APS, where the commonly used number of citations can be a poor indicator of the collective influence of authors in the community.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cao-lin-du-wang-episogramvisualsummarizationofegocentricsocialinteractions-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Cao, N., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Du, F.,  &amp; Wang, D.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Episogram: Visual Summarization of Egocentric Social Interactions.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>IEEE Computer Graphics and Applications (CG&A)</i>, 36(5): 72–81.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/MCG.2015.73\"\n     onclick=\"log_download('cao-lin-du-wang-episogramvisualsummarizationofegocentricsocialinteractions-2016', 'http://doi.org/10.1109/MCG.2015.73', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cao-lin-du-wang-episogramvisualsummarizationofegocentricsocialinteractions-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cao-lin-du-wang-episogramvisualsummarizationofegocentricsocialinteractions-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{caoEpisogramVisualSummarization2016,\n  title = {Episogram: {{Visual Summarization}} of {{Egocentric Social Interactions}}},\n  shorttitle = {Episogram},\n  author = {Cao, Nan and Lin, Yu-Ru and Du, Fan and Wang, Dashun},\n  year = {2016},\n  journal = {IEEE Computer Graphics and Applications (CG\\&amp;A)},\n  volume = {36},\n  number = {5},\n  pages = {72--81},\n  issn = {0272-1716},\n  doi = {10.1109/MCG.2015.73},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cao-shi-lin-lu-lin-lin-targetvuevisualanalysisofanomaloususerbehaviorsinonlinecommunicationsystems-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Cao, N., Shi, C., Lin, S., Lu, J., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Lin, C.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bit.ly/targetvue\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cao-shi-lin-lu-lin-lin-targetvuevisualanalysisofanomaloususerbehaviorsinonlinecommunicationsystems-2016', 'http://bit.ly/targetvue', event);\">\n    TargetVue: Visual Analysis of Anomalous User Behaviors in Online Communication Systems.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Visualization and Computer Graphics (TVCG)</i>, 22(1): 280–289.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bit.ly/targetvue\"\n     onclick=\"log_download('cao-shi-lin-lu-lin-lin-targetvuevisualanalysisofanomaloususerbehaviorsinonlinecommunicationsystems-2016', 'http://bit.ly/targetvue', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"TargetVue: Visual Analysis of Anomalous User Behaviors in Online Communication Systems [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TVCG.2015.2467196\"\n     onclick=\"log_download('cao-shi-lin-lu-lin-lin-targetvuevisualanalysisofanomaloususerbehaviorsinonlinecommunicationsystems-2016', 'http://doi.org/10.1109/TVCG.2015.2467196', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cao-shi-lin-lu-lin-lin-targetvuevisualanalysisofanomaloususerbehaviorsinonlinecommunicationsystems-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cao-shi-lin-lu-lin-lin-targetvuevisualanalysisofanomaloususerbehaviorsinonlinecommunicationsystems-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{caoTargetVueVisualAnalysis2016,\n  title = {{{TargetVue}}: {{Visual Analysis}} of {{Anomalous User Behaviors}} in {{Online Communication Systems}}},\n  author = {Cao, Nan and Shi, Conglei and Lin, Sabrina and Lu, Jie and Lin, Yu-Ru and Lin, Ching-Yung},\n  year = {2016},\n  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},\n  volume = {22},\n  number = {1},\n  pages = {280--289},\n  issn = {1077-2626},\n  doi = {10.1109/TVCG.2015.2467196},\n  url = {http://bit.ly/targetvue},\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lu-lin-huang-xiong-fang-visualtopicdiscoveringtrackingandsummarizationfromsocialmediastreams-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Lu, Z., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Huang, X., Xiong, N.,  &amp; Fang, Z.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Visual Topic Discovering, Tracking and Summarization from Social Media Streams.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Multimedia Tools and Applications</i>.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s11042-016-3877-1\"\n     onclick=\"log_download('lu-lin-huang-xiong-fang-visualtopicdiscoveringtrackingandsummarizationfromsocialmediastreams-2016', 'http://doi.org/10.1007/s11042-016-3877-1', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lu-lin-huang-xiong-fang-visualtopicdiscoveringtrackingandsummarizationfromsocialmediastreams-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lu-lin-huang-xiong-fang-visualtopicdiscoveringtrackingandsummarizationfromsocialmediastreams-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{luVisualTopicDiscovering2016,\n  title = {Visual Topic Discovering, Tracking and Summarization from Social Media Streams},\n  author = {Lu, Zhao and Lin, Yu-Ru and Huang, Xiaoxia and Xiong, Naixue and Fang, Zhijun},\n  year = {2016},\n  journal = {Multimedia Tools and Applications},\n  doi = {10.1007/s11042-016-3877-1},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"parra-trattner-gomez-hurtado-wen-lin-twitterinacademiceventsastudyoftemporalusagecommunicationsentimentalandtopicalpatternsin16computerscienceconferencescomputercommunications-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Parra, D., Trattner, C., Gomez, D., Hurtado, M., Wen, X.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Twitter in Academic Events: A Study of Temporal Usage, Communication, Sentimental and Topical Patterns in 16 Computer Science Conferences Computer Communications.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Computer Communications</i>, 73: 301–314.  2016.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1016/j.comcom.2015.07.001\"\n     onclick=\"log_download('parra-trattner-gomez-hurtado-wen-lin-twitterinacademiceventsastudyoftemporalusagecommunicationsentimentalandtopicalpatternsin16computerscienceconferencescomputercommunications-2016', 'http://doi.org/10.1016/j.comcom.2015.07.001', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/parra-trattner-gomez-hurtado-wen-lin-twitterinacademiceventsastudyoftemporalusagecommunicationsentimentalandtopicalpatternsin16computerscienceconferencescomputercommunications-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('parra-trattner-gomez-hurtado-wen-lin-twitterinacademiceventsastudyoftemporalusagecommunicationsentimentalandtopicalpatternsin16computerscienceconferencescomputercommunications-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{parraTwitterAcademicEvents2016,\n  title = {Twitter in {{Academic Events}}: {{A Study}} of {{Temporal Usage}}, {{Communication}}, {{Sentimental}} and {{Topical Patterns}} in 16 {{Computer Science Conferences Computer Communications}}},\n  author = {Parra, Denis and Trattner, Christoph and Gomez, Diego and Hurtado, Matias and Wen, Xidao and Lin, Yu-Ru},\n  year = {2016},\n  journal = {Computer Communications},\n  volume = {73},\n  pages = {301--314},\n  doi = {10.1016/j.comcom.2015.07.001},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cheng-fan-jin-lin-visualfactoringofhistoricalimmigrationflowsintheusa-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Cheng, R., Fan, Y., Jin, S.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Visual Factoring of Historical Immigration Flows in the USA.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>iConference 2016</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cheng-fan-jin-lin-visualfactoringofhistoricalimmigrationflowsintheusa-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cheng-fan-jin-lin-visualfactoringofhistoricalimmigrationflowsintheusa-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{chengVisualFactoringHistorical2016,\n  title = {Visual {{Factoring}} of {{Historical Immigration Flows}} in the {{USA}}},\n  booktitle = {{{iConference}} 2016},\n  author = {Cheng, Ruoxuan and Fan, Yitian and Jin, Sanchuan and Lin, Yu-Ru},\n  year = {2016},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chung-wei-lin-wen-thedynamicsofgroupriskperceptionintheusafterparisattacks-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Chung, W., Wei, K., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Wen, X.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/FIoSGP\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'chung-wei-lin-wen-thedynamicsofgroupriskperceptionintheusafterparisattacks-2016', 'http://goo.gl/FIoSGP', event);\">\n    The Dynamics of Group Risk Perception in the US After Paris Attacks.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proc. of the 8th International Conference on Social Informatics (SocInfo 2016)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\">(Best Paper Award)</span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/FIoSGP\"\n     onclick=\"log_download('chung-wei-lin-wen-thedynamicsofgroupriskperceptionintheusafterparisattacks-2016', 'http://goo.gl/FIoSGP', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Dynamics of Group Risk Perception in the US After Paris Attacks [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-47880-7_11\"\n     onclick=\"log_download('chung-wei-lin-wen-thedynamicsofgroupriskperceptionintheusafterparisattacks-2016', 'http://doi.org/10.1007/978-3-319-47880-7_11', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chung-wei-lin-wen-thedynamicsofgroupriskperceptionintheusafterparisattacks-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>4 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chung-wei-lin-wen-thedynamicsofgroupriskperceptionintheusafterparisattacks-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{chungDynamicsGroupRisk2016,\n  title = {The {{Dynamics}} of {{Group Risk Perception}} in the {{US After Paris Attacks}}},\n  booktitle = {Proc. of the 8th {{International Conference}} on {{Social Informatics}} ({{SocInfo}} 2016)},\n  author = {Chung, Wen-Ting and Wei, Kai and Lin, Yu-Ru and Wen, Xidao},\n  year = {2016},\n  doi = {10.1007/978-3-319-47880-7_11},\n  url = {http://goo.gl/FIoSGP},\n  bibbase_note = {(Best Paper Award)},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"chung-lin-probingconstructvalidityindatadrivendisasteranalysis-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Chung, W.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Probing Construct Validity in Data-driven Disaster Analysis.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>International Workshop on Collaborative Internet Computing for Disaster Management (CIC-DM 2016)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CIC.2016.076\"\n     onclick=\"log_download('chung-lin-probingconstructvalidityindatadrivendisasteranalysis-2016', 'http://doi.org/10.1109/CIC.2016.076', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/chung-lin-probingconstructvalidityindatadrivendisasteranalysis-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('chung-lin-probingconstructvalidityindatadrivendisasteranalysis-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{chungProbingConstructValidity2016,\n  title = {{Probing Construct Validity in Data-driven Disaster Analysis}},\n  booktitle = {{International Workshop on Collaborative Internet Computing for Disaster Management (CIC-DM 2016)}},\n  author = {Chung, Wen-Ting and Lin, Yu-Ru},\n  year = {2016},\n  doi = {10.1109/CIC.2016.076},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"farzan-lu-lin-whathappensofflinestaysofflineidentifiersofthesustainabilityofhybridsocialwebsystems-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Farzan, R., Lu, D.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  What Happens Offline Stays Offline? Identifiers of the Sustainability of Hybrid Social Web Systems.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 27th ACM Conference on Hypertext and Social Media (Hypertext 2016)</i>, of <i>HT '16</i>,  2016. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/farzan-lu-lin-whathappensofflinestaysofflineidentifiersofthesustainabilityofhybridsocialwebsystems-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('farzan-lu-lin-whathappensofflinestaysofflineidentifiersofthesustainabilityofhybridsocialwebsystems-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{farzanWhatHappensOffline2016,\n  title = {What {{Happens Offline Stays Offline}}? {{Identifiers}} of the {{Sustainability}} of {{Hybrid Social Web Systems}}},\n  booktitle = {Proceedings of the 27th {{ACM Conference}} on {{Hypertext}} and {{Social Media}} ({{Hypertext}} 2016)},\n  author = {Farzan, Rosta and Lu, Di and Lin, Yu-Ru},\n  year = {2016},\n  series = {{{HT}} &#x27;16},\n  publisher = {{ACM}},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"he-lin-monitoringcollectiveattentionduringdisasters-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  He, X.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Monitoring Collective Attention During Disasters.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>International Workshop on Collaborative Internet Computing for Disaster Management (CIC-DM 2016)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CIC.2016.068\"\n     onclick=\"log_download('he-lin-monitoringcollectiveattentionduringdisasters-2016', 'http://doi.org/10.1109/CIC.2016.068', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/he-lin-monitoringcollectiveattentionduringdisasters-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('he-lin-monitoringcollectiveattentionduringdisasters-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{heMonitoringCollectiveAttention2016,\n  title = {{Monitoring Collective Attention During Disasters}},\n  booktitle = {{International Workshop on Collaborative Internet Computing for Disaster Management (CIC-DM 2016)}},\n  author = {He, Xingsheng and Lin, Yu-Ru},\n  year = {2016},\n  doi = {10.1109/CIC.2016.068},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jin-wang-lin-telelinklinkpredictioninsocialnetworkbasedonmultiplexcohesivestructures-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Jin, D., Wang, M.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  TELELINK: Link Prediction in Social Network Based on Multiplex Cohesive Structures.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>2016 International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation (SBP-BRiMS 2016)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-39931-7_17\"\n     onclick=\"log_download('jin-wang-lin-telelinklinkpredictioninsocialnetworkbasedonmultiplexcohesivestructures-2016', 'http://doi.org/10.1007/978-3-319-39931-7_17', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jin-wang-lin-telelinklinkpredictioninsocialnetworkbasedonmultiplexcohesivestructures-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jin-wang-lin-telelinklinkpredictioninsocialnetworkbasedonmultiplexcohesivestructures-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{jinTELELINKLinkPrediction2016,\n  title = {{{TELELINK}}: {{Link Prediction}} in {{Social Network Based}} on {{Multiplex Cohesive Structures}}},\n  booktitle = {2016 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \\&amp; {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2016)},\n  author = {Jin, Di and Wang, Mengdi and Lin, Yu-Ru},\n  year = {2016},\n  doi = {10.1007/978-3-319-39931-7_17},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-tong-cao-ehrlich-lin-buchler-teamoptinteractiveteamoptimizationinbignetworks-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Li, L., Tong, H., Cao, N., Ehrlich, K., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Buchler, N.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  TEAMOPT: Interactive Team Optimization in Big Networks.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proc. of The 25th ACM International Conference on Information and Knowledge Management (CIKM 2016)</i>,  2016. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/li-tong-cao-ehrlich-lin-buchler-teamoptinteractiveteamoptimizationinbignetworks-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-tong-cao-ehrlich-lin-buchler-teamoptinteractiveteamoptimizationinbignetworks-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{liTEAMOPTInteractiveTeam2016,\n  title = {{{TEAMOPT}}: {{Interactive Team Optimization}} in {{Big Networks}}},\n  booktitle = {Proc. of {{The}} 25th {{ACM International Conference}} on {{Information}} and {{Knowledge Management}} ({{CIKM}} 2016)},\n  author = {Li, Liangyue and Tong, Hanghang and Cao, Nan and Ehrlich, Kate and Lin, Yu-Ru and Buchler, Norbou},\n  year = {2016},\n  publisher = {{ACM}},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"liu-lin-wang-lu-discoveringopinionchangesinonlinereviewsvialearningfinegrainedsentiments-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Liu, Z., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Wang, M.,  &amp; Lu, Z.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Discovering Opinion Changes in Online Reviews via Learning Fine-grained Sentiments.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of 2016 IEEE International Conference on Collaboration and Internet Computing (IEEE CIC 2016)</i>,  2016. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CIC.2016.015\"\n     onclick=\"log_download('liu-lin-wang-lu-discoveringopinionchangesinonlinereviewsvialearningfinegrainedsentiments-2016', 'http://doi.org/10.1109/CIC.2016.015', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/liu-lin-wang-lu-discoveringopinionchangesinonlinereviewsvialearningfinegrainedsentiments-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('liu-lin-wang-lu-discoveringopinionchangesinonlinereviewsvialearningfinegrainedsentiments-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{liuDiscoveringOpinionChanges2016,\n  title = {Discovering {{Opinion Changes}} in {{Online Reviews}} via {{Learning Fine-grained Sentiments}}},\n  booktitle = {Proceedings of 2016 {{IEEE International Conference}} on {{Collaboration}} and {{Internet Computing}} ({{IEEE CIC}} 2016)},\n  author = {Liu, Zihang and Lin, Yu-Ru and Wang, Maoquan and Lu, Zhao},\n  year = {2016},\n  publisher = {{IEEE}},\n  doi = {10.1109/CIC.2016.015},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lu-lin-zhang-chen-classifyingquestionsintofinegrainedcategoriesusingtopicenriching-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Lu, Z., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Zhang, Q.,  &amp; Chen, M.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Classifying Questions into Fine-grained Categories Using Topic Enriching.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of 17th International Conference on Information Reuse and Integration (IEEE IRI 2016)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lu-lin-zhang-chen-classifyingquestionsintofinegrainedcategoriesusingtopicenriching-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lu-lin-zhang-chen-classifyingquestionsintofinegrainedcategoriesusingtopicenriching-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{luClassifyingQuestionsFinegrained2016,\n  title = {Classifying {{Questions}} into {{Fine-grained}} Categories Using {{Topic Enriching}}},\n  booktitle = {Proceedings of 17th {{International Conference}} on {{Information Reuse}} and {{Integration}} ({{IEEE IRI}} 2016)},\n  author = {Lu, Zhao and Lin, Yu-Ru and Zhang, Qing and Chen, Mengwei},\n  year = {2016}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sahebi-lin-brusilovsky-tensorfactorizationforstudentmodelingandperformancepredictioninunstructureddomain-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Sahebi, S., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Brusilovsky, P.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Tensor Factorization for Student Modeling and Performance Prediction in Unstructured Domain.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Machine Learning for Digital Education and Assessment Systems (MLDEAS), ICML 2016 Workshop</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sahebi-lin-brusilovsky-tensorfactorizationforstudentmodelingandperformancepredictioninunstructureddomain-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sahebi-lin-brusilovsky-tensorfactorizationforstudentmodelingandperformancepredictioninunstructureddomain-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sahebiTensorFactorizationStudent2016,\n  title = {{Tensor Factorization for Student Modeling and Performance Prediction in Unstructured Domain}},\n  booktitle = {{Machine Learning for Digital Education and Assessment Systems (MLDEAS), ICML 2016 Workshop}},\n  author = {Sahebi, Shaghayegh and Lin, Yu-Ru and Brusilovsky, Peter},\n  year = {2016},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"sahebi-lin-brusilovsky-tensorfactorizationforstudentmodelingandperformancepredictioninunstructureddomain-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Sahebi, S., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Brusilovsky, P.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.educationaldatamining.org/EDM2016/proceedings/paper_150.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'sahebi-lin-brusilovsky-tensorfactorizationforstudentmodelingandperformancepredictioninunstructureddomain-2016', 'http://www.educationaldatamining.org/EDM2016/proceedings/paper_150.pdf', event);\">\n    Tensor Factorization for Student Modeling and Performance Prediction in Unstructured Domain.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of The 9th International Conference on Educational Data Mining (EDM 2016)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.educationaldatamining.org/EDM2016/proceedings/paper_150.pdf\"\n     onclick=\"log_download('sahebi-lin-brusilovsky-tensorfactorizationforstudentmodelingandperformancepredictioninunstructureddomain-2016', 'http://www.educationaldatamining.org/EDM2016/proceedings/paper_150.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Tensor Factorization for Student Modeling and Performance Prediction in Unstructured Domain [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/sahebi-lin-brusilovsky-tensorfactorizationforstudentmodelingandperformancepredictioninunstructureddomain-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('sahebi-lin-brusilovsky-tensorfactorizationforstudentmodelingandperformancepredictioninunstructureddomain-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{sahebiTensorFactorizationStudent2016a,\n  title = {Tensor {{Factorization}} for {{Student Modeling}} and {{Performance Prediction}} in {{Unstructured Domain}}},\n  booktitle = {Proceedings of {{The}} 9th {{International Conference}} on {{Educational Data Mining}} ({{EDM}} 2016)},\n  author = {Sahebi, Shaghayegh and Lin, Yu-Ru and Brusilovsky, Peter},\n  year = {2016},\n  url = {http://www.educationaldatamining.org/EDM2016/proceedings/paper_150.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"su-lan-lin-comfort-joshi-trackingdisasterresponseandrelieffollowingthe2015nepalearthquake-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Su, Y., Lan, Z., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Comfort, L. K.,  &amp; Joshi, J.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Tracking Disaster Response and Relief Following the 2015 Nepal Earthquake.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>International Workshop on Collaborative Internet Computing for Disaster Management (CIC-DM 2016)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/CIC.2016.075\"\n     onclick=\"log_download('su-lan-lin-comfort-joshi-trackingdisasterresponseandrelieffollowingthe2015nepalearthquake-2016', 'http://doi.org/10.1109/CIC.2016.075', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/su-lan-lin-comfort-joshi-trackingdisasterresponseandrelieffollowingthe2015nepalearthquake-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('su-lan-lin-comfort-joshi-trackingdisasterresponseandrelieffollowingthe2015nepalearthquake-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{suTrackingDisasterResponse2016,\n  title = {{Tracking Disaster Response and Relief Following the 2015 Nepal Earthquake}},\n  booktitle = {{International Workshop on Collaborative Internet Computing for Disaster Management (CIC-DM 2016)}},\n  author = {Su, Yue and Lan, Ziyi and Lin, Yu-Ru and Comfort, Louise K. and Joshi, James},\n  year = {2016},\n  doi = {10.1109/CIC.2016.075},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"tsai-lin-tracingandpredictingcollaborationforjuniorscholars-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Tsai, C.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Tracing and Predicting Collaboration for Junior Scholars.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>WWW 2016 BigScholar Workshop, WWW 2016 Companion Proceedings</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/tsai-lin-tracingandpredictingcollaborationforjuniorscholars-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('tsai-lin-tracingandpredictingcollaborationforjuniorscholars-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tsaiTracingPredictingCollaboration2016,\n  title = {{Tracing and Predicting Collaboration for Junior Scholars}},\n  booktitle = {{WWW 2016 BigScholar Workshop, WWW 2016 Companion Proceedings}},\n  author = {Tsai, Chun-Hua and Lin, Yu-Ru},\n  year = {2016},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wang-lin-linkpredictionviamultihashingframework-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wang, M.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Link Prediction via Multi-Hashing Framework.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>2016 International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation (SBP-BRiMS 2016)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-39931-7_16\"\n     onclick=\"log_download('wang-lin-linkpredictionviamultihashingframework-2016', 'http://doi.org/10.1007/978-3-319-39931-7_16', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-lin-linkpredictionviamultihashingframework-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-lin-linkpredictionviamultihashingframework-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{wangLinkPredictionMultiHashing2016,\n  title = {Link {{Prediction}} via {{Multi-Hashing Framework}}},\n  booktitle = {2016 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \\&amp; {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2016)},\n  author = {Wang, Mengdi and Lin, Yu-Ru},\n  year = {2016},\n  doi = {10.1007/978-3-319-39931-7_16},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wei-lin-theevolutionoflatinothreatnarrativefrom1997to2014-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wei, K.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.ideals.illinois.edu/bitstream/handle/2142/89416/Wei582.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wei-lin-theevolutionoflatinothreatnarrativefrom1997to2014-2016', 'https://www.ideals.illinois.edu/bitstream/handle/2142/89416/Wei582.pdf', event);\">\n    The Evolution of Latino Threat Narrative from 1997 to 2014.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>iConference 2016</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\">(Best Poster Award Finalist)</span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.ideals.illinois.edu/bitstream/handle/2142/89416/Wei582.pdf\"\n     onclick=\"log_download('wei-lin-theevolutionoflatinothreatnarrativefrom1997to2014-2016', 'https://www.ideals.illinois.edu/bitstream/handle/2142/89416/Wei582.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Evolution of Latino Threat Narrative from 1997 to 2014 [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wei-lin-theevolutionoflatinothreatnarrativefrom1997to2014-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wei-lin-theevolutionoflatinothreatnarrativefrom1997to2014-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{weiEvolutionLatinoThreat2016,\n  title = {The {{Evolution}} of {{Latino Threat Narrative}} from 1997 to 2014},\n  booktitle = {{{iConference}} 2016},\n  author = {Wei, Kai and Lin, Yu-Ru},\n  year = {2016},\n  url = {https://www.ideals.illinois.edu/bitstream/handle/2142/89416/Wei582.pdf},\n  bibbase_note = {(Best Poster Award Finalist)},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wen-lin-pelechrinis-pairfaceventanalyticsthroughdiscriminanttensorfactorization-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wen, X., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Pelechrinis, K.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/fg7qYI\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wen-lin-pelechrinis-pairfaceventanalyticsthroughdiscriminanttensorfactorization-2016', 'http://goo.gl/fg7qYI', event);\">\n    PairFac: Event Analytics through Discriminant Tensor Factorization.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proc. of The 25th ACM International Conference on Information and Knowledge Management (CIKM 2016)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/fg7qYI\"\n     onclick=\"log_download('wen-lin-pelechrinis-pairfaceventanalyticsthroughdiscriminanttensorfactorization-2016', 'http://goo.gl/fg7qYI', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"PairFac: Event Analytics through Discriminant Tensor Factorization [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2983323.2983837\"\n     onclick=\"log_download('wen-lin-pelechrinis-pairfaceventanalyticsthroughdiscriminanttensorfactorization-2016', 'http://doi.org/10.1145/2983323.2983837', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wen-lin-pelechrinis-pairfaceventanalyticsthroughdiscriminanttensorfactorization-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wen-lin-pelechrinis-pairfaceventanalyticsthroughdiscriminanttensorfactorization-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{wenPairFacEventAnalytics2016,\n  title = {{{PairFac}}: {{Event Analytics}} through {{Discriminant Tensor Factorization}}},\n  booktitle = {Proc. of {{The}} 25th {{ACM International Conference}} on {{Information}} and {{Knowledge Management}} ({{CIKM}} 2016)},\n  author = {Wen, Xidao and Lin, Yu-Ru and Pelechrinis, Konstantinos},\n  year = {2016},\n  doi = {10.1145/2983323.2983837},\n  url = {http://goo.gl/fg7qYI},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wen-lu-lin-lopez-therolesofinformationseekingdynamicsinsustainingthecommunityparticipation-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wen, X., Lu, D., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Lopez, C.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  The Roles of Information Seeking Dynamics in Sustaining the Community Participation.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of 2016 IEEE International Conference on Collaboration and Internet Computing (IEEE CIC 2016)</i>,  2016. IEEE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wen-lu-lin-lopez-therolesofinformationseekingdynamicsinsustainingthecommunityparticipation-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wen-lu-lin-lopez-therolesofinformationseekingdynamicsinsustainingthecommunityparticipation-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{wenRolesInformationSeeking2016,\n  title = {The {{Roles}} of {{Information Seeking Dynamics}} in {{Sustaining}} the {{Community Participation}}},\n  booktitle = {Proceedings of 2016 {{IEEE International Conference}} on {{Collaboration}} and {{Internet Computing}} ({{IEEE CIC}} 2016)},\n  author = {Wen, Xidao and Lu, Di and Lin, Yu-Ru and Lopez, Claudia},\n  year = {2016},\n  publisher = {{IEEE}},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wen-lin-sensingdistressfollowingaterroristevent-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wen, X.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/2230pP\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wen-lin-sensingdistressfollowingaterroristevent-2016', 'http://goo.gl/2230pP', event);\">\n    Sensing Distress Following A Terrorist Event.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>2016 International Conference on Social Computing, Behavioral-Cultural Modeling & Prediction and Behavior Representation in Modeling and Simulation (SBP-BRiMS 2016)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/2230pP\"\n     onclick=\"log_download('wen-lin-sensingdistressfollowingaterroristevent-2016', 'http://goo.gl/2230pP', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Sensing Distress Following A Terrorist Event [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/978-3-319-39931-7_36\"\n     onclick=\"log_download('wen-lin-sensingdistressfollowingaterroristevent-2016', 'http://doi.org/10.1007/978-3-319-39931-7_36', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wen-lin-sensingdistressfollowingaterroristevent-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wen-lin-sensingdistressfollowingaterroristevent-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{wenSensingDistressFollowing2016,\n  title = {Sensing {{Distress Following A Terrorist Event}}},\n  booktitle = {2016 {{International Conference}} on {{Social Computing}}, {{Behavioral-Cultural Modeling}} \\&amp; {{Prediction}} and {{Behavior Representation}} in {{Modeling}} and {{Simulation}} ({{SBP-BRiMS}} 2016)},\n  author = {Wen, Xidao and Lin, Yu-Ru},\n  year = {2016},\n  doi = {10.1007/978-3-319-39931-7_36},\n  url = {http://goo.gl/2230pP},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"zhang-lin-pelechrinis-eigentransitionswithhypothesistestingtheanatomyofurbanmobility-2016\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Zhang, K., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Pelechrinis, K.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13042/12768\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'zhang-lin-pelechrinis-eigentransitionswithhypothesistestingtheanatomyofurbanmobility-2016', 'http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13042/12768', event);\">\n    EigenTransitions with Hypothesis Testing: The Anatomy of Urban Mobility.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 10th International AAAI Conference on Weblogs and Social Media (ICWSM 2016)</i>,  2016. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13042/12768\"\n     onclick=\"log_download('zhang-lin-pelechrinis-eigentransitionswithhypothesistestingtheanatomyofurbanmobility-2016', 'http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13042/12768', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"EigenTransitions with Hypothesis Testing: The Anatomy of Urban Mobility [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zhang-lin-pelechrinis-eigentransitionswithhypothesistestingtheanatomyofurbanmobility-2016\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('zhang-lin-pelechrinis-eigentransitionswithhypothesistestingtheanatomyofurbanmobility-2016')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{zhangEigenTransitionsHypothesisTesting2016,\n  title = {{{EigenTransitions}} with {{Hypothesis Testing}}: {{The Anatomy}} of {{Urban Mobility}}},\n  booktitle = {Proceedings of the 10th {{International AAAI Conference}} on {{Weblogs}} and {{Social Media}} ({{ICWSM}} 2016)},\n  author = {Zhang, Ke and Lin, Yu-Ru and Pelechrinis, Konstantinos},\n  year = {2016},\n  url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM16/paper/view/13042/12768},\n  urldate = {2014-06-23},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2015\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2015')\"\n      onkeypress=\"toggleGroup('group_2015')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2015</span>\n      <span class=\"bibbase_group_count\">\n        \n        (15)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"cao-lin-gotz-untanglemapvisualanalysisofprobabilisticmultilabeldata-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Cao, N., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Gotz, D.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  UnTangle Map: Visual Analysis of Probabilistic Multi-Label Data.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Visualization and Computer Graphics (TVCG)</i>, 22(2): 1149–1163.  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TVCG.2015.2424878\"\n     onclick=\"log_download('cao-lin-gotz-untanglemapvisualanalysisofprobabilisticmultilabeldata-2015', 'http://doi.org/10.1109/TVCG.2015.2424878', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cao-lin-gotz-untanglemapvisualanalysisofprobabilisticmultilabeldata-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cao-lin-gotz-untanglemapvisualanalysisofprobabilisticmultilabeldata-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{caoUnTangleMapVisual2015,\n  title = {{{UnTangle Map}}: {{Visual Analysis}} of {{Probabilistic Multi-Label Data}}},\n  author = {Cao, Nan and Lin, Yu-Ru and Gotz, David},\n  year = {2015},\n  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},\n  volume = {22},\n  number = {2},\n  pages = {1149--1163},\n  doi = {10.1109/TVCG.2015.2424878},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-margolin-lazer-uncoveringsocialsemanticsfromtextualtracesatheorydrivenapproachandevidencefrompublicstatementsofusmembersofcongress-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Margolin, D.,  &amp; Lazer, D.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://onlinelibrary.wiley.com/enhanced/doi/10.1002/asi.23540/\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-margolin-lazer-uncoveringsocialsemanticsfromtextualtracesatheorydrivenapproachandevidencefrompublicstatementsofusmembersofcongress-2015', 'http://onlinelibrary.wiley.com/enhanced/doi/10.1002/asi.23540/', event);\">\n    Uncovering Social Semantics From Textual Traces: A Theory-Driven Approach and Evidence From Public Statements of U.S. Members of Congress.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Journal of the Association for Information Science and Technology (JASIST)</i>, 67(9): 2072–2089.  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://onlinelibrary.wiley.com/enhanced/doi/10.1002/asi.23540/\"\n     onclick=\"log_download('lin-margolin-lazer-uncoveringsocialsemanticsfromtextualtracesatheorydrivenapproachandevidencefrompublicstatementsofusmembersofcongress-2015', 'http://onlinelibrary.wiley.com/enhanced/doi/10.1002/asi.23540/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Uncovering Social Semantics From Textual Traces: A Theory-Driven Approach and Evidence From Public Statements of U.S. Members of Congress [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1002/asi.23540\"\n     onclick=\"log_download('lin-margolin-lazer-uncoveringsocialsemanticsfromtextualtracesatheorydrivenapproachandevidencefrompublicstatementsofusmembersofcongress-2015', 'http://doi.org/10.1002/asi.23540', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-margolin-lazer-uncoveringsocialsemanticsfromtextualtracesatheorydrivenapproachandevidencefrompublicstatementsofusmembersofcongress-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-margolin-lazer-uncoveringsocialsemanticsfromtextualtracesatheorydrivenapproachandevidencefrompublicstatementsofusmembersofcongress-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{linUncoveringSocialSemantics2015,\n  title = {Uncovering {{Social Semantics From Textual Traces}}: {{A Theory-Driven Approach}} and {{Evidence From Public Statements}} of {{U}}.{{S}}. {{Members}} of {{Congress}}},\n  author = {Lin, Yu-Ru and Margolin, Drew and Lazer, David},\n  year = {2015},\n  journal = {Journal of the Association for Information Science and Technology (JASIST)},\n  volume = {67},\n  number = {9},\n  pages = {2072--2089},\n  doi = {10.1002/asi.23540},\n  url = {http://onlinelibrary.wiley.com/enhanced/doi/10.1002/asi.23540/},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"margolin-goodman-keegan-lin-lazer-wikiworthycollectivejudgmentofcandidatenotability-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Margolin, D., Goodman, S., Keegan, B., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Lazer, D.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Wiki-Worthy: Collective Judgment of Candidate Notability.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Information, Communication and Society</i>, 19(8): 1029–1045.  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n  <a href=\"http://doi.org/10.1080/1369118X.2015.1069871\"\n     onclick=\"log_download('margolin-goodman-keegan-lin-lazer-wikiworthycollectivejudgmentofcandidatenotability-2015', 'http://doi.org/10.1080/1369118X.2015.1069871', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/margolin-goodman-keegan-lin-lazer-wikiworthycollectivejudgmentofcandidatenotability-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('margolin-goodman-keegan-lin-lazer-wikiworthycollectivejudgmentofcandidatenotability-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{margolinWikiWorthyCollectiveJudgment2015,\n  title = {Wiki-{{Worthy}}: {{Collective Judgment}} of {{Candidate Notability}}},\n  author = {Margolin, Drew and Goodman, Sasha and Keegan, Brian and Lin, Yu-Ru and Lazer, David},\n  year = {2015},\n  journal = {Information, Communication and Society},\n  volume = {19},\n  number = {8},\n  pages = {1029--1045},\n  doi = {10.1080/1369118X.2015.1069871},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"toole-lin-muehlegger-shoag-gonzalez-lazer-trackingemploymentshocksusingmobilephonedata-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Toole, J. L., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Muehlegger, E., Shoag, D., Gonzalez, M. C.,  &amp; Lazer, D.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/pdf/1505.06791v1.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'toole-lin-muehlegger-shoag-gonzalez-lazer-trackingemploymentshocksusingmobilephonedata-2015', 'http://arxiv.org/pdf/1505.06791v1.pdf', event);\">\n    Tracking Employment Shocks Using Mobile Phone Data.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Journal of the Royal Society Interface (J. R. Soc. Interface)</i>, 12(107).  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/pdf/1505.06791v1.pdf\"\n     onclick=\"log_download('toole-lin-muehlegger-shoag-gonzalez-lazer-trackingemploymentshocksusingmobilephonedata-2015', 'http://arxiv.org/pdf/1505.06791v1.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Tracking Employment Shocks Using Mobile Phone Data [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1098/rsif.2015.0185\"\n     onclick=\"log_download('toole-lin-muehlegger-shoag-gonzalez-lazer-trackingemploymentshocksusingmobilephonedata-2015', 'http://doi.org/10.1098/rsif.2015.0185', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/toole-lin-muehlegger-shoag-gonzalez-lazer-trackingemploymentshocksusingmobilephonedata-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('toole-lin-muehlegger-shoag-gonzalez-lazer-trackingemploymentshocksusingmobilephonedata-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{tooleTrackingEmploymentShocks2015,\n  title = {Tracking {{Employment Shocks Using Mobile Phone Data}}},\n  author = {Toole, Jameson L. and Lin, Yu-Ru and Muehlegger, Erich and Shoag, Daniel and Gonzalez, Marta C. and Lazer, David},\n  year = {2015},\n  journal = {Journal of the Royal Society Interface (J. R. Soc. Interface)},\n  volume = {12},\n  number = {107},\n  doi = {10.1098/rsif.2015.0185},\n  url = {http://arxiv.org/pdf/1505.06791v1.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-eventrelatedcrowdactivitiesonsocialmedia-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.springer.com/978-3-319-14010-0\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-eventrelatedcrowdactivitiesonsocialmedia-2015', 'http://www.springer.com/978-3-319-14010-0', event);\">\n    Event-Related Crowd Activities on Social Media.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Social Phenomena: From Data Analysis to Models</i>. Springer,  2015.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.springer.com/978-3-319-14010-0\"\n     onclick=\"log_download('lin-eventrelatedcrowdactivitiesonsocialmedia-2015', 'http://www.springer.com/978-3-319-14010-0', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Event-Related Crowd Activities on Social Media [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-eventrelatedcrowdactivitiesonsocialmedia-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-eventrelatedcrowdactivitiesonsocialmedia-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{linEventrelatedCrowdActivities2015,\n  title = {Event-Related {{Crowd Activities}} on {{Social Media}}},\n  booktitle = {Social {{Phenomena}}: {{From Data Analysis}} to {{Models}}},\n  author = {Lin, Yu-Ru},\n  year = {2015},\n  publisher = {{Springer}},\n  url = {http://www.springer.com/978-3-319-14010-0},\n  isbn = {978-3-319-14011-7},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cao-lin-li-tong-gminerinteractivevisualgroupminingonmultivariategraphs-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Cao, N., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Li, L.,  &amp; Tong, H.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/BtStZK\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cao-lin-li-tong-gminerinteractivevisualgroupminingonmultivariategraphs-2015', 'http://goo.gl/BtStZK', event);\">\n    G-Miner: Interactive Visual Group Mining on Multivariate Graphs.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI 2015)</i>,  2015. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/BtStZK\"\n     onclick=\"log_download('cao-lin-li-tong-gminerinteractivevisualgroupminingonmultivariategraphs-2015', 'http://goo.gl/BtStZK', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"G-Miner: Interactive Visual Group Mining on Multivariate Graphs [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cao-lin-li-tong-gminerinteractivevisualgroupminingonmultivariategraphs-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cao-lin-li-tong-gminerinteractivevisualgroupminingonmultivariategraphs-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{caoGMinerInteractiveVisual2015,\n  title = {G-{{Miner}}: {{Interactive Visual Group Mining}} on {{Multivariate Graphs}}},\n  shorttitle = {G-{{Miner}}},\n  booktitle = {Proceedings of the {{ACM SIGCHI Conference}} on {{Human Factors}} in {{Computing Systems}} ({{CHI}} 2015)},\n  author = {Cao, Nan and Lin, Yu-Ru and Li, Liangyue and Tong, Hanghang},\n  year = {2015},\n  publisher = {{ACM}},\n  url = {http://goo.gl/BtStZK},\n  urldate = {2015-03-12},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"cao-shi-lin-lu-lin-lin-targetvuevisualanalysisofanomaloususerbehaviorsinonlinecommunicationsystems-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Cao, N., Shi, C., Lin, S., Lu, J., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Lin, C.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bit.ly/targetvue\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cao-shi-lin-lu-lin-lin-targetvuevisualanalysisofanomaloususerbehaviorsinonlinecommunicationsystems-2015', 'http://bit.ly/targetvue', event);\">\n    TargetVue: Visual Analysis of Anomalous User Behaviors in Online Communication Systems.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>IEEE Symposium on Visual Analytics Science and Technology (VAST 2015)</i>,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bit.ly/targetvue\"\n     onclick=\"log_download('cao-shi-lin-lu-lin-lin-targetvuevisualanalysisofanomaloususerbehaviorsinonlinecommunicationsystems-2015', 'http://bit.ly/targetvue', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"TargetVue: Visual Analysis of Anomalous User Behaviors in Online Communication Systems [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cao-shi-lin-lu-lin-lin-targetvuevisualanalysisofanomaloususerbehaviorsinonlinecommunicationsystems-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cao-shi-lin-lu-lin-lin-targetvuevisualanalysisofanomaloususerbehaviorsinonlinecommunicationsystems-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{caoTargetVueVisualAnalysis2015,\n  title = {{{TargetVue}}: {{Visual Analysis}} of {{Anomalous User Behaviors}} in {{Online Communication Systems}}},\n  booktitle = {{{IEEE Symposium}} on {{Visual Analytics Science}} and {{Technology}} ({{VAST}} 2015)},\n  author = {Cao, Nan and Shi, Conglei and Lin, Sabrina and Lu, Jie and Lin, Yu-Ru and Lin, Ching-Yung},\n  year = {2015},\n  url = {http://bit.ly/targetvue},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"du-cao-zhao-lin-trajectorybundlingforanimatedtransitions-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Du, F., Cao, N., Zhao, J.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/EmBJ4S\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'du-cao-zhao-lin-trajectorybundlingforanimatedtransitions-2015', 'http://goo.gl/EmBJ4S', event);\">\n    Trajectory Bundling for Animated Transitions.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI 2015)</i>,  2015. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/EmBJ4S\"\n     onclick=\"log_download('du-cao-zhao-lin-trajectorybundlingforanimatedtransitions-2015', 'http://goo.gl/EmBJ4S', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Trajectory Bundling for Animated Transitions [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/du-cao-zhao-lin-trajectorybundlingforanimatedtransitions-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('du-cao-zhao-lin-trajectorybundlingforanimatedtransitions-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{duTrajectoryBundlingAnimated2015,\n  title = {Trajectory {{Bundling}} for {{Animated Transitions}}},\n  shorttitle = {Traj},\n  booktitle = {Proceedings of the {{ACM SIGCHI Conference}} on {{Human Factors}} in {{Computing Systems}} ({{CHI}} 2015)},\n  author = {Du, Fan and Cao, Nan and Zhao, Jian and Lin, Yu-Ru},\n  year = {2015},\n  publisher = {{ACM}},\n  url = {http://goo.gl/EmBJ4S},\n  urldate = {2015-03-12},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"li-tong-cao-ehrlich-lin-buchler-replacingtheirreplaceablefastalgorithmsforteammemberrecommendation-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Li, L., Tong, H., Cao, N., Ehrlich, K., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Buchler, N.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.www2015.it/documents/proceedings/proceedings/p636.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'li-tong-cao-ehrlich-lin-buchler-replacingtheirreplaceablefastalgorithmsforteammemberrecommendation-2015', 'http://www.www2015.it/documents/proceedings/proceedings/p636.pdf', event);\">\n    Replacing the Irreplaceable: Fast Algorithms for Team Member Recommendation.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 24th International Conference on World Wide Web (WWW 2015)</i>,  2015. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.www2015.it/documents/proceedings/proceedings/p636.pdf\"\n     onclick=\"log_download('li-tong-cao-ehrlich-lin-buchler-replacingtheirreplaceablefastalgorithmsforteammemberrecommendation-2015', 'http://www.www2015.it/documents/proceedings/proceedings/p636.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Replacing the Irreplaceable: Fast Algorithms for Team Member Recommendation [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/li-tong-cao-ehrlich-lin-buchler-replacingtheirreplaceablefastalgorithmsforteammemberrecommendation-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('li-tong-cao-ehrlich-lin-buchler-replacingtheirreplaceablefastalgorithmsforteammemberrecommendation-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{liReplacingIrreplaceableFast2015,\n  title = {Replacing the {{Irreplaceable}}: {{Fast Algorithms}} for {{Team Member Recommendation}}},\n  booktitle = {Proceedings of the 24th {{International Conference}} on {{World Wide Web}} ({{WWW}} 2015)},\n  author = {Li, Liangyue and Tong, Hanghang and Cao, Nan and Ehrlich, Kate and Lin, Yu-Ru and Buchler, Norbou},\n  year = {2015},\n  publisher = {{ACM}},\n  url = {http://www.www2015.it/documents/proceedings/proceedings/p636.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lopez-lin-farzan-whatmakeshyperlocalonlinediscussionforumssustainable-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Lopez, C., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Farzan, R.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.yurulin.com/download/pub/conference/lopez2015_hyperlocal_hicss.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lopez-lin-farzan-whatmakeshyperlocalonlinediscussionforumssustainable-2015', 'http://www.yurulin.com/download/pub/conference/lopez2015_hyperlocal_hicss.pdf', event);\">\n    What Makes Hyper-Local Online Discussion Forums Sustainable?.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of 48th Annual Hawaii International Conference on System Sciences (HICSS 2015)</i>,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\">(Honorable Mention Award)</span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.yurulin.com/download/pub/conference/lopez2015_hyperlocal_hicss.pdf\"\n     onclick=\"log_download('lopez-lin-farzan-whatmakeshyperlocalonlinediscussionforumssustainable-2015', 'http://www.yurulin.com/download/pub/conference/lopez2015_hyperlocal_hicss.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"What Makes Hyper-Local Online Discussion Forums Sustainable? [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lopez-lin-farzan-whatmakeshyperlocalonlinediscussionforumssustainable-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lopez-lin-farzan-whatmakeshyperlocalonlinediscussionforumssustainable-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{lopezWhatMakesHyperLocal2015,\n  title = {What {{Makes Hyper-Local Online Discussion Forums Sustainable}}?},\n  booktitle = {Proceedings of 48th {{Annual Hawaii International Conference}} on {{System Sciences}} ({{HICSS}} 2015)},\n  author = {Lopez, Claudia and Lin, Yu-Ru and Farzan, Rosta},\n  year = {2015},\n  url = {http://www.yurulin.com/download/pub/conference/lopez2015_hyperlocal_hicss.pdf},\n  bibbase_note = {(Honorable Mention Award)},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lu-lu-jeng-farzan-lin-understandinghealthinformationintentviacrowdsourcingchallengesandopportunities-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Lu, D., Lu, Y., Jeng, W., Farzan, R.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://hdl.handle.net/2142/73704\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lu-lu-jeng-farzan-lin-understandinghealthinformationintentviacrowdsourcingchallengesandopportunities-2015', 'http://hdl.handle.net/2142/73704', event);\">\n    Understanding Health Information Intent via Crowdsourcing: Challenges and Opportunities.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>iConference 2015</i>,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\">(Best Poster Award Finalist)</span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://hdl.handle.net/2142/73704\"\n     onclick=\"log_download('lu-lu-jeng-farzan-lin-understandinghealthinformationintentviacrowdsourcingchallengesandopportunities-2015', 'http://hdl.handle.net/2142/73704', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Understanding Health Information Intent via Crowdsourcing: Challenges and Opportunities [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lu-lu-jeng-farzan-lin-understandinghealthinformationintentviacrowdsourcingchallengesandopportunities-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lu-lu-jeng-farzan-lin-understandinghealthinformationintentviacrowdsourcingchallengesandopportunities-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{luUnderstandingHealthInformation2015,\n  title = {Understanding {{Health Information Intent}} via {{Crowdsourcing}}: {{Challenges}} and {{Opportunities}}},\n  booktitle = {{{iConference}} 2015},\n  author = {Lu, Di and Lu, Yihang and Jeng, Wei and Farzan, Rosta and Lin, Yu-Ru},\n  year = {2015},\n  url = {http://hdl.handle.net/2142/73704},\n  bibbase_note = {(Best Poster Award Finalist)},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"margolin-liao-lin-conversinginreflectivegloryasystematicstudyusingnationalfootballleaguegames-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Margolin, D., Liao, D.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10567/10464\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'margolin-liao-lin-conversinginreflectivegloryasystematicstudyusingnationalfootballleaguegames-2015', 'http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10567/10464', event);\">\n    Conversing in Reflective Glory: A Systematic Study Using National Football League Games.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 9th International AAAI Conference on Weblogs and Social Media (ICWSM 2015)</i>,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10567/10464\"\n     onclick=\"log_download('margolin-liao-lin-conversinginreflectivegloryasystematicstudyusingnationalfootballleaguegames-2015', 'http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10567/10464', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Conversing in Reflective Glory: A Systematic Study Using National Football League Games [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/margolin-liao-lin-conversinginreflectivegloryasystematicstudyusingnationalfootballleaguegames-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('margolin-liao-lin-conversinginreflectivegloryasystematicstudyusingnationalfootballleaguegames-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{margolinConversingReflectiveGlory2015,\n  title = {Conversing in {{Reflective Glory}}: {{A Systematic Study Using National Football League Games}}},\n  booktitle = {Proceedings of the 9th {{International AAAI Conference}} on {{Weblogs}} and {{Social Media}} ({{ICWSM}} 2015)},\n  author = {Margolin, Drew and Liao, David and Lin, Yu-Ru},\n  year = {2015},\n  url = {http://www.aaai.org/ocs/index.php/ICWSM/ICWSM15/paper/view/10567/10464},\n  urldate = {2014-06-23},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"tsai-lin-theevolutionofscientificproductivityofjuniorscholars-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Tsai, C.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://hdl.handle.net/2142/73728\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'tsai-lin-theevolutionofscientificproductivityofjuniorscholars-2015', 'http://hdl.handle.net/2142/73728', event);\">\n    The Evolution of Scientific Productivity of Junior Scholars.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>iConference 2015</i>,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://hdl.handle.net/2142/73728\"\n     onclick=\"log_download('tsai-lin-theevolutionofscientificproductivityofjuniorscholars-2015', 'http://hdl.handle.net/2142/73728', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Evolution of Scientific Productivity of Junior Scholars [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/tsai-lin-theevolutionofscientificproductivityofjuniorscholars-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('tsai-lin-theevolutionofscientificproductivityofjuniorscholars-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tsaiEvolutionScientificProductivity2015,\n  title = {The {{Evolution}} of {{Scientific Productivity}} of {{Junior Scholars}}},\n  booktitle = {{{iConference}} 2015},\n  author = {Tsai, Chun-Hua and Lin, Yu-Ru},\n  year = {2015},\n  url = {http://hdl.handle.net/2142/73728},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wen-lin-informationseekingandrespondingnetworksinphysicalgatheringsacasestudyofacademicconferencesintwitter-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wen, X.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/9w182o\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wen-lin-informationseekingandrespondingnetworksinphysicalgatheringsacasestudyofacademicconferencesintwitter-2015', 'http://goo.gl/9w182o', event);\">\n    Information Seeking and Responding Networks in Physical Gatherings: A Case Study of Academic Conferences in Twitter.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 2015 ACM on Conference on Online Social Networks (COSN 2015)</i>, pages 197–208, Stanford University, California, USA,  2015. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/9w182o\"\n     onclick=\"log_download('wen-lin-informationseekingandrespondingnetworksinphysicalgatheringsacasestudyofacademicconferencesintwitter-2015', 'http://goo.gl/9w182o', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Information Seeking and Responding Networks in Physical Gatherings: A Case Study of Academic Conferences in Twitter [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2817946.2817960\"\n     onclick=\"log_download('wen-lin-informationseekingandrespondingnetworksinphysicalgatheringsacasestudyofacademicconferencesintwitter-2015', 'http://doi.org/10.1145/2817946.2817960', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wen-lin-informationseekingandrespondingnetworksinphysicalgatheringsacasestudyofacademicconferencesintwitter-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wen-lin-informationseekingandrespondingnetworksinphysicalgatheringsacasestudyofacademicconferencesintwitter-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{wenInformationSeekingResponding2015,\n  title = {Information {{Seeking}} and {{Responding Networks}} in {{Physical Gatherings}}: {{A Case Study}} of {{Academic Conferences}} in {{Twitter}}},\n  booktitle = {Proceedings of the 2015 {{ACM}} on {{Conference}} on {{Online Social Networks}} ({{COSN}} 2015)},\n  author = {Wen, Xidao and Lin, Yu-Ru},\n  year = {2015},\n  pages = {197--208},\n  publisher = {{ACM}},\n  address = {{Stanford University, California, USA}},\n  doi = {10.1145/2817946.2817960},\n  url = {http://goo.gl/9w182o},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wen-lin-tweetingquestionsinacademicconferencesseekingorpromotinginformation-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wen, X.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://hdl.handle.net/2142/73712\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wen-lin-tweetingquestionsinacademicconferencesseekingorpromotinginformation-2015', 'http://hdl.handle.net/2142/73712', event);\">\n    Tweeting Questions in Academic Conferences: Seeking or Promoting Information?.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>iConference 2015</i>,  2015. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://hdl.handle.net/2142/73712\"\n     onclick=\"log_download('wen-lin-tweetingquestionsinacademicconferencesseekingorpromotinginformation-2015', 'http://hdl.handle.net/2142/73712', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Tweeting Questions in Academic Conferences: Seeking or Promoting Information? [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wen-lin-tweetingquestionsinacademicconferencesseekingorpromotinginformation-2015\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wen-lin-tweetingquestionsinacademicconferencesseekingorpromotinginformation-2015')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{wenTweetingQuestionsAcademic2015,\n  title = {Tweeting {{Questions}} in {{Academic Conferences}}: {{Seeking}} or {{Promoting Information}}?},\n  booktitle = {{{iConference}} 2015},\n  author = {Wen, Xidao and Lin, Yu-Ru},\n  year = {2015},\n  url = {http://hdl.handle.net/2142/73712},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2014\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2014')\"\n      onkeypress=\"toggleGroup('group_2014')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2014</span>\n      <span class=\"bibbase_group_count\">\n        \n        (16)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"cao-lu-lin-wang-wen-socialhelixvisualanalysisofsentimentdivergenceinsocialmedia-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Cao, N., Lu, L., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Wang, F.,  &amp; Wen, Z.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://link.springer.com/article/10.1007/s12650-014-0246-x\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'cao-lu-lin-wang-wen-socialhelixvisualanalysisofsentimentdivergenceinsocialmedia-2014', 'http://link.springer.com/article/10.1007/s12650-014-0246-x', event);\">\n    SocialHelix: Visual Analysis of Sentiment Divergence in Social Media.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Journal of Visualization</i>, 18(2): 221–235.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://link.springer.com/article/10.1007/s12650-014-0246-x\"\n     onclick=\"log_download('cao-lu-lin-wang-wen-socialhelixvisualanalysisofsentimentdivergenceinsocialmedia-2014', 'http://link.springer.com/article/10.1007/s12650-014-0246-x', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"SocialHelix: Visual Analysis of Sentiment Divergence in Social Media [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s12650-014-0246-x\"\n     onclick=\"log_download('cao-lu-lin-wang-wen-socialhelixvisualanalysisofsentimentdivergenceinsocialmedia-2014', 'http://doi.org/10.1007/s12650-014-0246-x', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/cao-lu-lin-wang-wen-socialhelixvisualanalysisofsentimentdivergenceinsocialmedia-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('cao-lu-lin-wang-wen-socialhelixvisualanalysisofsentimentdivergenceinsocialmedia-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{caoSocialHelixVisualAnalysis2014,\n  title = {{{SocialHelix}}: {{Visual Analysis}} of {{Sentiment Divergence}} in {{Social Media}}},\n  shorttitle = {{{SocialHelix}}},\n  author = {Cao, Nan and Lu, Lu and Lin, Yu-Ru and Wang, Fei and Wen, Zhen},\n  year = {2014},\n  journal = {Journal of Visualization},\n  volume = {18},\n  number = {2},\n  pages = {221--235},\n  issn = {1343-8875, 1875-8975},\n  doi = {10.1007/s12650-014-0246-x},\n  url = {http://link.springer.com/article/10.1007/s12650-014-0246-x},\n  urldate = {2015-03-24},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jin-long-zhang-lin-joshi-characterizinguserscheckinactivitiesusingtheirscoresinalocationbasedsocialnetwork-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Jin, L., Long, X., Zhang, K., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Joshi, J.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://link.springer.com/article/10.1007/s00530-014-0395-8\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'jin-long-zhang-lin-joshi-characterizinguserscheckinactivitiesusingtheirscoresinalocationbasedsocialnetwork-2014', 'http://link.springer.com/article/10.1007/s00530-014-0395-8', event);\">\n    Characterizing Users' Check-in Activities Using Their Scores in a Location-based Social Network.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Multimedia Systems</i>, 22(1): 87—98. June 2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://link.springer.com/article/10.1007/s00530-014-0395-8\"\n     onclick=\"log_download('jin-long-zhang-lin-joshi-characterizinguserscheckinactivitiesusingtheirscoresinalocationbasedsocialnetwork-2014', 'http://link.springer.com/article/10.1007/s00530-014-0395-8', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Characterizing Users&#x27; Check-in Activities Using Their Scores in a Location-based Social Network [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s00530-014-0395-8\"\n     onclick=\"log_download('jin-long-zhang-lin-joshi-characterizinguserscheckinactivitiesusingtheirscoresinalocationbasedsocialnetwork-2014', 'http://doi.org/10.1007/s00530-014-0395-8', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jin-long-zhang-lin-joshi-characterizinguserscheckinactivitiesusingtheirscoresinalocationbasedsocialnetwork-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jin-long-zhang-lin-joshi-characterizinguserscheckinactivitiesusingtheirscoresinalocationbasedsocialnetwork-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{jinCharacterizingUsersCheckin2014,\n  title = {Characterizing {{Users}}&#x27; {{Check-in Activities Using Their Scores}} in a {{Location-based Social Network}}},\n  author = {Jin, Lei and Long, Xuelian and Zhang, Ke and Lin, Yu-Ru and Joshi, James},\n  year = {2014},\n  month = jun,\n  journal = {Multimedia Systems},\n  volume = {22},\n  number = {1},\n  pages = {87---98},\n  issn = {0942-4962, 1432-1882},\n  doi = {10.1007/s00530-014-0395-8},\n  url = {http://link.springer.com/article/10.1007/s00530-014-0395-8},\n  urldate = {2014-06-23},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"jin-zhang-lu-lin-towardsunderstandingthegamificationuponusersscoresinalocationbasedsocialnetwork-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Jin, L., Zhang, K., Lu, J.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://link.springer.com/article/10.1007/s11042-014-2317-3\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'jin-zhang-lu-lin-towardsunderstandingthegamificationuponusersscoresinalocationbasedsocialnetwork-2014', 'http://link.springer.com/article/10.1007/s11042-014-2317-3', event);\">\n    Towards Understanding the Gamification upon Users' Scores in a Location-based Social Network.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Multimedia Tools and Applications</i>,1–25. November 2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://link.springer.com/article/10.1007/s11042-014-2317-3\"\n     onclick=\"log_download('jin-zhang-lu-lin-towardsunderstandingthegamificationuponusersscoresinalocationbasedsocialnetwork-2014', 'http://link.springer.com/article/10.1007/s11042-014-2317-3', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Towards Understanding the Gamification upon Users&#x27; Scores in a Location-based Social Network [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1007/s11042-014-2317-3\"\n     onclick=\"log_download('jin-zhang-lu-lin-towardsunderstandingthegamificationuponusersscoresinalocationbasedsocialnetwork-2014', 'http://doi.org/10.1007/s11042-014-2317-3', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/jin-zhang-lu-lin-towardsunderstandingthegamificationuponusersscoresinalocationbasedsocialnetwork-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('jin-zhang-lu-lin-towardsunderstandingthegamificationuponusersscoresinalocationbasedsocialnetwork-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{jinUnderstandingGamificationUsers2014,\n  title = {Towards {{Understanding}} the {{Gamification}} upon {{Users}}&#x27; {{Scores}} in a {{Location-based Social Network}}},\n  author = {Jin, Lei and Zhang, Ke and Lu, Jianfeng and Lin, Yu-Ru},\n  year = {2014},\n  month = nov,\n  journal = {Multimedia Tools and Applications},\n  pages = {1--25},\n  issn = {1380-7501, 1573-7721},\n  doi = {10.1007/s11042-014-2317-3},\n  url = {http://link.springer.com/article/10.1007/s11042-014-2317-3},\n  urldate = {2015-03-24},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-margolin-therippleoffearsympathyandsolidarityduringthebostonbombings-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Margolin, D.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://epjds.epj.org/articles/epjdata/abs/2014/01/13688_2014_Article_31/13688_2014_Article_31.html\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-margolin-therippleoffearsympathyandsolidarityduringthebostonbombings-2014', 'http://epjds.epj.org/articles/epjdata/abs/2014/01/13688_2014_Article_31/13688_2014_Article_31.html', event);\">\n    The Ripple of Fear, Sympathy and Solidarity During the Boston Bombings.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>EPJ Data Science</i>, 3(1): 31.  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://epjds.epj.org/articles/epjdata/abs/2014/01/13688_2014_Article_31/13688_2014_Article_31.html\"\n     onclick=\"log_download('lin-margolin-therippleoffearsympathyandsolidarityduringthebostonbombings-2014', 'http://epjds.epj.org/articles/epjdata/abs/2014/01/13688_2014_Article_31/13688_2014_Article_31.html', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Ripple of Fear, Sympathy and Solidarity During the Boston Bombings [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1140/epjds/s13688-014-0031-z\"\n     onclick=\"log_download('lin-margolin-therippleoffearsympathyandsolidarityduringthebostonbombings-2014', 'http://doi.org/10.1140/epjds/s13688-014-0031-z', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-margolin-therippleoffearsympathyandsolidarityduringthebostonbombings-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-margolin-therippleoffearsympathyandsolidarityduringthebostonbombings-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{linRippleFearSympathy2014,\n  title = {The {{Ripple}} of {{Fear}}, {{Sympathy}} and {{Solidarity During}} the {{Boston Bombings}}},\n  author = {Lin, Yu-Ru and Margolin, Drew},\n  year = {2014},\n  journal = {EPJ Data Science},\n  volume = {3},\n  number = {1},\n  pages = {31},\n  issn = {2193-1127},\n  doi = {10.1140/epjds/s13688-014-0031-z},\n  url = {http://epjds.epj.org/articles/epjdata/abs/2014/01/13688_2014_Article_31/13688_2014_Article_31.html},\n  urldate = {2015-01-05},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-keegan-margolin-lazer-risingtidesorrisingstarsdynamicsofsharedattentionontwitterduringmediaevents-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Keegan, B., Margolin, D.,  &amp; Lazer, D.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://dx.doi.org/10.1371/journal.pone.0094093\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-keegan-margolin-lazer-risingtidesorrisingstarsdynamicsofsharedattentionontwitterduringmediaevents-2014', 'http://dx.doi.org/10.1371/journal.pone.0094093', event);\">\n    Rising Tides or Rising Stars?: Dynamics of Shared Attention on Twitter during Media Events.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>PLoS ONE</i>, 9(5): e94093. May 2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://dx.doi.org/10.1371/journal.pone.0094093\"\n     onclick=\"log_download('lin-keegan-margolin-lazer-risingtidesorrisingstarsdynamicsofsharedattentionontwitterduringmediaevents-2014', 'http://dx.doi.org/10.1371/journal.pone.0094093', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Rising Tides or Rising Stars?: Dynamics of Shared Attention on Twitter during Media Events [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1371/journal.pone.0094093\"\n     onclick=\"log_download('lin-keegan-margolin-lazer-risingtidesorrisingstarsdynamicsofsharedattentionontwitterduringmediaevents-2014', 'http://doi.org/10.1371/journal.pone.0094093', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-keegan-margolin-lazer-risingtidesorrisingstarsdynamicsofsharedattentionontwitterduringmediaevents-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-keegan-margolin-lazer-risingtidesorrisingstarsdynamicsofsharedattentionontwitterduringmediaevents-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{linRisingTidesRising2014,\n  title = {Rising {{Tides}} or {{Rising Stars}}?: {{Dynamics}} of {{Shared Attention}} on {{Twitter}} during {{Media Events}}},\n  shorttitle = {Rising {{Tides}} or {{Rising Stars}}?},\n  author = {Lin, Yu-Ru and Keegan, Brian and Margolin, Drew and Lazer, David},\n  year = {2014},\n  month = may,\n  journal = {PLoS ONE},\n  volume = {9},\n  number = {5},\n  pages = {e94093},\n  doi = {10.1371/journal.pone.0094093},\n  url = {http://dx.doi.org/10.1371/journal.pone.0094093},\n  urldate = {2014-06-23},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-margolin-lazer-tracingcoordinationandcooperationstructuresviasemanticburstdetection-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Margolin, D.,  &amp; Lazer, D.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://eudl.eu/doi/10.4108/cc.1.2.e7\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-margolin-lazer-tracingcoordinationandcooperationstructuresviasemanticburstdetection-2014', 'http://eudl.eu/doi/10.4108/cc.1.2.e7', event);\">\n    Tracing Coordination and Cooperation Structures via Semantic Burst Detection.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>EAI Endorsed Transactions on Collaborative Computing</i>, 1(2): e7. October 2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://eudl.eu/doi/10.4108/cc.1.2.e7\"\n     onclick=\"log_download('lin-margolin-lazer-tracingcoordinationandcooperationstructuresviasemanticburstdetection-2014', 'http://eudl.eu/doi/10.4108/cc.1.2.e7', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Tracing Coordination and Cooperation Structures via Semantic Burst Detection [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.4108/cc.1.2.e7\"\n     onclick=\"log_download('lin-margolin-lazer-tracingcoordinationandcooperationstructuresviasemanticburstdetection-2014', 'http://doi.org/10.4108/cc.1.2.e7', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-margolin-lazer-tracingcoordinationandcooperationstructuresviasemanticburstdetection-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-margolin-lazer-tracingcoordinationandcooperationstructuresviasemanticburstdetection-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{linTracingCoordinationCooperation2014,\n  title = {Tracing {{Coordination}} and {{Cooperation Structures}} via {{Semantic Burst Detection}}},\n  author = {Lin, Yu-Ru and Margolin, Drew and Lazer, David},\n  year = {2014},\n  month = oct,\n  journal = {EAI Endorsed Transactions on Collaborative Computing},\n  volume = {1},\n  number = {2},\n  pages = {e7},\n  issn = {2312-8623},\n  doi = {10.4108/cc.1.2.e7},\n  url = {http://eudl.eu/doi/10.4108/cc.1.2.e7},\n  urldate = {2015-03-24},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Zhao, J., Cao, N., Wen, Z., Song, Y., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Collins, C.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bit.ly/fluxflow-paper\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014', 'http://bit.ly/fluxflow-paper', event);\">\n    #FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>IEEE Transactions on Visualization and Computer Graphics (TVCG)</i>, 20(12): 1773–1782. December 2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bit.ly/fluxflow-paper\"\n     onclick=\"log_download('zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014', 'http://bit.ly/fluxflow-paper', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"#FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/TVCG.2014.2346922\"\n     onclick=\"log_download('zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014', 'http://doi.org/10.1109/TVCG.2014.2346922', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{zhaoFluxFlowVisualAnalysis2014a,\n  title = {\\#{{FluxFlow}}: {{Visual Analysis}} of {{Anomalous Information Spreading}} on {{Social Media}}},\n  shorttitle = {\\#{{FluxFlow}}},\n  author = {Zhao, Jian and Cao, Nan and Wen, Zhen and Song, Yale and Lin, Yu-Ru and Collins, Christopher},\n  year = {2014},\n  month = dec,\n  journal = {IEEE Transactions on Visualization and Computer Graphics (TVCG)},\n  volume = {20},\n  number = {12},\n  pages = {1773--1782},\n  issn = {1077-2626},\n  doi = {10.1109/TVCG.2014.2346922},\n  url = {http://bit.ly/fluxflow-paper},\n}\n\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wang-lin-bagrow-learningemergenciesfrombigdata-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wang, D., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Bagrow, J. P.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www.springer.com/computer/communication+networks/book/978-1-4614-6169-2\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wang-lin-bagrow-learningemergenciesfrombigdata-2014', 'http://www.springer.com/computer/communication+networks/book/978-1-4614-6169-2', event);\">\n    Learning Emergencies from Big Data.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Encyclopedia of Social Networks and Mining</i>. Springer,  2014.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://www.springer.com/computer/communication+networks/book/978-1-4614-6169-2\"\n     onclick=\"log_download('wang-lin-bagrow-learningemergenciesfrombigdata-2014', 'http://www.springer.com/computer/communication+networks/book/978-1-4614-6169-2', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Learning Emergencies from Big Data [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wang-lin-bagrow-learningemergenciesfrombigdata-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wang-lin-bagrow-learningemergenciesfrombigdata-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@incollection{wangLearningEmergenciesBig2014,\n  title = {Learning {{Emergencies}} from {{Big Data}}},\n  booktitle = {Encyclopedia of {{Social Networks}} and {{Mining}}},\n  author = {Wang, Dashun and Lin, Yu-Ru and Bagrow, James P.},\n  year = {2014},\n  publisher = {{Springer}},\n  url = {http://www.springer.com/computer/communication+networks/book/978-1-4614-6169-2},\n  isbn = {978-1-4614-6169-2},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"guerra-sahebi-lin-brusilovsky-theproblemsolvinggenomeanalyzingsequentialpatternsofstudentworkwithparameterizedexercises-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Guerra, J., Sahebi, S., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Brusilovsky, P.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/VdFlHh\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'guerra-sahebi-lin-brusilovsky-theproblemsolvinggenomeanalyzingsequentialpatternsofstudentworkwithparameterizedexercises-2014', 'http://goo.gl/VdFlHh', event);\">\n    The Problem Solving Genome: Analyzing Sequential Patterns of Student Work with Parameterized Exercises.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of The 7th International Conference on Educational Data Mining (EDM 2014)</i>,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/VdFlHh\"\n     onclick=\"log_download('guerra-sahebi-lin-brusilovsky-theproblemsolvinggenomeanalyzingsequentialpatternsofstudentworkwithparameterizedexercises-2014', 'http://goo.gl/VdFlHh', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"The Problem Solving Genome: Analyzing Sequential Patterns of Student Work with Parameterized Exercises [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/guerra-sahebi-lin-brusilovsky-theproblemsolvinggenomeanalyzingsequentialpatternsofstudentworkwithparameterizedexercises-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('guerra-sahebi-lin-brusilovsky-theproblemsolvinggenomeanalyzingsequentialpatternsofstudentworkwithparameterizedexercises-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{guerraProblemSolvingGenome2014,\n  title = {The {{Problem Solving Genome}}: {{Analyzing Sequential Patterns}} of {{Student Work}} with {{Parameterized Exercises}}},\n  booktitle = {Proceedings of {{The}} 7th {{International Conference}} on {{Educational Data Mining}} ({{EDM}} 2014)},\n  author = {Guerra, Julio and Sahebi, Shaghayegh and Lin, Yu-Ru and Brusilovsky, Peter},\n  year = {2014},\n  url = {http://goo.gl/VdFlHh},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"le-lin-pelechrinis-informationnetworkminingacaseforemgergencyscenarios-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Le, A., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Pelechrinis, K.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  Information Network Mining: A Case For Emgergency Scenarios.\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>The 2014 KDD Workshop on Learning about Emergencies from Social Information (KDD-LESI 2014)</i>,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/le-lin-pelechrinis-informationnetworkminingacaseforemgergencyscenarios-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('le-lin-pelechrinis-informationnetworkminingacaseforemgergencyscenarios-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{leInformationNetworkMining2014,\n  title = {{Information Network Mining: A Case For Emgergency Scenarios}},\n  booktitle = {{The 2014 KDD Workshop on Learning about Emergencies from Social Information (KDD-LESI 2014)}},\n  author = {Le, Anh and Lin, Yu-Ru and Pelechrinis, Konstantinos},\n  year = {2014},\n  copyright = {10}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-assessingsentimentsegregationinurbancommunities-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/5SPp5F\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-assessingsentimentsegregationinurbancommunities-2014', 'http://goo.gl/5SPp5F', event);\">\n    Assessing Sentiment Segregation in Urban Communities.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>International Conference on Social Computing (SocialCom 2014)</i>,  2014. ACE\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/5SPp5F\"\n     onclick=\"log_download('lin-assessingsentimentsegregationinurbancommunities-2014', 'http://goo.gl/5SPp5F', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Assessing Sentiment Segregation in Urban Communities [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-assessingsentimentsegregationinurbancommunities-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-assessingsentimentsegregationinurbancommunities-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{linAssessingSentimentSegregation2014,\n  title = {Assessing {{Sentiment Segregation}} in {{Urban Communities}}},\n  booktitle = {International {{Conference}} on {{Social Computing}} ({{SocialCom}} 2014)},\n  author = {Lin, Yu-Ru},\n  year = {2014},\n  publisher = {{ACE}},\n  url = {http://goo.gl/5SPp5F},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-theripplesoffearcomfortandcommunityidentityduringthebostonbombings-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://www.ideals.illinois.edu/bitstream/handle/2142/47411/331_ready.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-theripplesoffearcomfortandcommunityidentityduringthebostonbombings-2014', 'https://www.ideals.illinois.edu/bitstream/handle/2142/47411/331_ready.pdf', event);\">\n    The Ripples of Fear, Comfort and Community Identity During the Boston Bombings.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>iConference 2014</i>,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"https://www.ideals.illinois.edu/bitstream/handle/2142/47411/331_ready.pdf\"\n     onclick=\"log_download('lin-theripplesoffearcomfortandcommunityidentityduringthebostonbombings-2014', 'https://www.ideals.illinois.edu/bitstream/handle/2142/47411/331_ready.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"The Ripples of Fear, Comfort and Community Identity During the Boston Bombings [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.9776/14331\"\n     onclick=\"log_download('lin-theripplesoffearcomfortandcommunityidentityduringthebostonbombings-2014', 'http://doi.org/10.9776/14331', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-theripplesoffearcomfortandcommunityidentityduringthebostonbombings-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-theripplesoffearcomfortandcommunityidentityduringthebostonbombings-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{linRipplesFearComfort2014,\n  title = {The {{Ripples}} of {{Fear}}, {{Comfort}} and {{Community Identity During}} the {{Boston Bombings}}},\n  booktitle = {{{iConference}} 2014},\n  author = {Lin, Yu-Ru},\n  year = {2014},\n  doi = {10.9776/14331},\n  url = {https://www.ideals.illinois.edu/bitstream/handle/2142/47411/331_ready.pdf},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"lin-cao-gotz-lu-untanglevisualminingfordatawithuncertainmultilabelsviatrianglemap-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Cao, N., Gotz, D.,  &amp; Lu, L.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://goo.gl/x0p2JE\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-cao-gotz-lu-untanglevisualminingfordatawithuncertainmultilabelsviatrianglemap-2014', 'http://goo.gl/x0p2JE', event);\">\n    UnTangle: Visual Mining for Data with Uncertain Multi-labels via Triangle Map.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>2014 IEEE International Conference on Data Mining (ICDM 2014)</i>, pages 340–349, December 2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://goo.gl/x0p2JE\"\n     onclick=\"log_download('lin-cao-gotz-lu-untanglevisualminingfordatawithuncertainmultilabelsviatrianglemap-2014', 'http://goo.gl/x0p2JE', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"UnTangle: Visual Mining for Data with Uncertain Multi-labels via Triangle Map [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1109/ICDM.2014.24\"\n     onclick=\"log_download('lin-cao-gotz-lu-untanglevisualminingfordatawithuncertainmultilabelsviatrianglemap-2014', 'http://doi.org/10.1109/ICDM.2014.24', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-cao-gotz-lu-untanglevisualminingfordatawithuncertainmultilabelsviatrianglemap-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-cao-gotz-lu-untanglevisualminingfordatawithuncertainmultilabelsviatrianglemap-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{linUnTangleVisualMining2014,\n  title = {{{UnTangle}}: {{Visual Mining}} for {{Data}} with {{Uncertain Multi-labels}} via {{Triangle Map}}},\n  shorttitle = {{{UnTangle}}},\n  booktitle = {2014 {{IEEE International Conference}} on {{Data Mining}} ({{ICDM}} 2014)},\n  author = {Lin, Yu-Ru and Cao, Nan and Gotz, David and Lu, Lu},\n  year = {2014},\n  month = dec,\n  pages = {340--349},\n  doi = {10.1109/ICDM.2014.24},\n  url = {http://goo.gl/x0p2JE},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"tsai-lin-frommediareportingtointernationalrelationsacasestudyofasiapacificeconomiccooperationapec-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Tsai, C.,  &amp; <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  From Media Reporting to International Relations: A Case Study of Asia-Pacific Economic Cooperation (APEC).\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of Web Science 2014 (WebSci 2014)</i>,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/tsai-lin-frommediareportingtointernationalrelationsacasestudyofasiapacificeconomiccooperationapec-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('tsai-lin-frommediareportingtointernationalrelationsacasestudyofasiapacificeconomiccooperationapec-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{tsaiMediaReportingInternational2014,\n  title = {From {{Media Reporting}} to {{International Relations}}: {{A Case Study}} of {{Asia-Pacific Economic Cooperation}} ({{APEC}})},\n  booktitle = {Proceedings of {{Web Science}} 2014 ({{WebSci}} 2014)},\n  author = {Tsai, Chun-Hua and Lin, Yu-Ru},\n  year = {2014},\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"wen-lin-trattner-parra-twitterinacademicconferencesusagenetworkingandparticipationovertime-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Wen, X., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Trattner, C.,  &amp; <a class=\"bibbase author link\" href=\"https://dparra.sitios.ing.uc.cl/publications.php\">Parra, D.</a>\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://arxiv.org/abs/1403.7772\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'wen-lin-trattner-parra-twitterinacademicconferencesusagenetworkingandparticipationovertime-2014', 'http://arxiv.org/abs/1403.7772', event);\">\n    Twitter in Academic Conferences: Usage, Networking and Participation over Time.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 25th ACM Conference on Hypertext and Social Media (Hypertext 2014)</i>, of <i>HT '14</i>, pages 285–290, New York, NY, USA,  2014. ACM\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://arxiv.org/abs/1403.7772\"\n     onclick=\"log_download('wen-lin-trattner-parra-twitterinacademicconferencesusagenetworkingandparticipationovertime-2014', 'http://arxiv.org/abs/1403.7772', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Twitter in Academic Conferences: Usage, Networking and Participation over Time [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1145/2631775.2631826\"\n     onclick=\"log_download('wen-lin-trattner-parra-twitterinacademicconferencesusagenetworkingandparticipationovertime-2014', 'http://doi.org/10.1145/2631775.2631826', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/wen-lin-trattner-parra-twitterinacademicconferencesusagenetworkingandparticipationovertime-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('wen-lin-trattner-parra-twitterinacademicconferencesusagenetworkingandparticipationovertime-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{wenTwitterAcademicConferences2014,\n  title = {Twitter in {{Academic Conferences}}: {{Usage}}, {{Networking}} and {{Participation}} over {{Time}}},\n  shorttitle = {Twitter in {{Academic Conferences}}},\n  booktitle = {Proceedings of the 25th {{ACM Conference}} on {{Hypertext}} and {{Social Media}} ({{Hypertext}} 2014)},\n  author = {Wen, Xidao and Lin, Yu-Ru and Trattner, Christoph and Parra, Denis},\n  year = {2014},\n  series = {{{HT}} &#x27;14},\n  pages = {285--290},\n  publisher = {{ACM}},\n  address = {{New York, NY, USA}},\n  doi = {10.1145/2631775.2631826},\n  url = {http://arxiv.org/abs/1403.7772},\n  urldate = {2015-03-25},\n  abstract = {Twitter is often referred to as a backchannel for conferences. While the main conference takes place in a physical setting, attendees and virtual attendees socialize, introduce new ideas or broadcast information by microblogging on Twitter. In this paper we analyze the scholars&#x27; Twitter use in 16 Computer Science conferences over a timespan of five years. Our primary finding is that over the years there are increasing differences with respect to conversation use and information use in Twitter. We studied the interaction network between users to understand whether assumptions about the structure of the conversations hold over time and between different types of interactions, such as retweets, replies, and mentions. While &#x60;people come and people go,&#x27; we want to understand what keeps people staying engaged with the conference on Twitter. By casting the problem as a classification task, we find different factors that contribute to the continuing participation of users to the online Twitter conference activity. These results have implications for research communities to implement strategies for continuous and active participation among members.},\n  isbn = {978-1-4503-2954-5},\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Twitter is often referred to as a backchannel for conferences. While the main conference takes place in a physical setting, attendees and virtual attendees socialize, introduce new ideas or broadcast information by microblogging on Twitter. In this paper we analyze the scholars' Twitter use in 16 Computer Science conferences over a timespan of five years. Our primary finding is that over the years there are increasing differences with respect to conversation use and information use in Twitter. We studied the interaction network between users to understand whether assumptions about the structure of the conversations hold over time and between different types of interactions, such as retweets, replies, and mentions. While `people come and people go,' we want to understand what keeps people staying engaged with the conference on Twitter. By casting the problem as a classification task, we find different factors that contribute to the continuing participation of users to the online Twitter conference activity. These results have implications for research communities to implement strategies for continuous and active participation among members.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  Zhao, J., Cao, N., Wen, Z., Song, Y., <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>,  &amp; Collins, C.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://bit.ly/fluxflow-paper\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014', 'http://bit.ly/fluxflow-paper', event);\">\n    #FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  In <i>IEEE Symposium on Visual Analytics Science and Technology (VAST 2014)</i>,  2014. \n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\">(Honorable Mention Award in VAST 2014)</span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://bit.ly/fluxflow-paper\"\n     onclick=\"log_download('zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014', 'http://bit.ly/fluxflow-paper', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"#FluxFlow: Visual Analysis of Anomalous Information Spreading on Social Media [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>2 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('zhao-cao-wen-song-lin-collins-fluxflowvisualanalysisofanomalousinformationspreadingonsocialmedia-2014')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n  \n  \n  \n  \n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{zhaoFluxFlowVisualAnalysis2014,\n  title = {\\#{{FluxFlow}}: {{Visual Analysis}} of {{Anomalous Information Spreading}} on {{Social Media}}},\n  booktitle = {{{IEEE Symposium}} on {{Visual Analytics Science}} and {{Technology}} ({{VAST}} 2014)},\n  author = {Zhao, Jian and Cao, Nan and Wen, Zhen and Song, Yale and Lin, Yu-Ru and Collins, Christopher},\n  year = {2014},\n  url = {http://bit.ly/fluxflow-paper},\n  bibbase_note = {(Honorable Mention Award in VAST 2014)},\n  keywords = {social media,visual analysis,visualization}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n  <div class=\"bibbase_group_whole\" id=\"group_2013\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2013')\"\n      onkeypress=\"toggleGroup('group_2013')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2013</span>\n      <span class=\"bibbase_group_count\">\n        \n        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"lin-lazer-cao-watchinghowideasspreadoversocialmedia-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://picsolab.github.io/pub.html\">Lin, Y.</a>, Lazer, D.,  &amp; Cao, N.\n</span>\n\n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://dx.doi.org/10.1162/LEON_a_00573\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'lin-lazer-cao-watchinghowideasspreadoversocialmedia-2013', 'http://dx.doi.org/10.1162/LEON_a_00573', event);\">\n    Watching How Ideas Spread Over Social Media.\n  </a>\n  \n  \n  \n</span>\n\n  \n\n</span>\n\n  <i>Leonardo</i>, 46(3): 277–277. March 2013.\n  <span class=\"note\"></span>\n\n<span class=\"bibbase_note\"></span>\n\n<br class=\"bibbase_paper_content\"/>\n\n<span class=\"bibbase_paper_content dontprint\">\n\n  \n  <a href=\"http://dx.doi.org/10.1162/LEON_a_00573\"\n     onclick=\"log_download('lin-lazer-cao-watchinghowideasspreadoversocialmedia-2013', 'http://dx.doi.org/10.1162/LEON_a_00573', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Watching How Ideas Spread Over Social Media [link]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"http://doi.org/10.1162/LEON_a_00573\"\n     onclick=\"log_download('lin-lazer-cao-watchinghowideasspreadoversocialmedia-2013', 'http://doi.org/10.1162/LEON_a_00573', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/lin-lazer-cao-watchinghowideasspreadoversocialmedia-2013\"\n     class=\"bibbase bibbase_page link\">link</a>\n  &nbsp;\n  \n\n  <a href=\"#\"\n     onclick=\"showBib(event); return false;\"\n     class=\"bibbase bibtex link\">bibtex\n    <i class=\"fa fa-caret-down\"></i></a>\n\n  \n  &nbsp;\n  <a class=\"bibbase_abstract_link bibbase link\"\n     href=\"#\"\n     onclick=\"showAbstract(event); return false;\">\n    abstract <i class=\"fa fa-caret-down\"></i></a>\n  \n\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>1 download</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('lin-lazer-cao-watchinghowideasspreadoversocialmedia-2013')\" -->\n  <!--    title=\"Marking this paper as read adds it to your library on BibBase.\" -->\n  <!--    > -->\n  <!--   <i class=\"fa fa-check\"></i>&nbsp; -->\n  <!--   <span>mark as read</span> -->\n  <!-- </a> -->\n\n  &nbsp;\n  \n  \n\n</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@article{linWatchingHowIdeas2013,\n  title = {{Watching How Ideas Spread Over Social Media}},\n  author = {Lin, Yu-Ru and Lazer, David and Cao, Nan},\n  year = {2013},\n  month = mar,\n  journal = {Leonardo},\n  volume = {46},\n  number = {3},\n  pages = {277--277},\n  issn = {0024-094X},\n  doi = {10.1162/LEON_a_00573},\n  url = {http://dx.doi.org/10.1162/LEON_a_00573},\n  urldate = {2013-08-26},\n  abstract = {Social media, like Twitter, have been widely used for exchanging information, opinions and emotions about events happening across the world. The authors introduce a new visualization tool for tracing the process of information diffusion on social media in real time. The design highlights the social, spatiotemporal processes of diffusion based on a sunflower metaphor whose seeds are often dispersed far away. The design facilitates an understanding of when, where and how a piece of information is dispersed for large-scale events, including campaigns and earthquakes, as a tool witnessing today&#x27;s information consumption and dispersion in the wild.}\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Social media, like Twitter, have been widely used for exchanging information, opinions and emotions about events happening across the world. The authors introduce a new visualization tool for tracing the process of information diffusion on social media in real time. The design highlights the social, spatiotemporal processes of diffusion based on a sunflower metaphor whose seeds are often dispersed far away. The design facilitates an understanding of when, where and how a piece of information is dispersed for large-scale events, including campaigns and earthquakes, as a tool witnessing today's information consumption and dispersion in the wild.\n</div>\n\n\n</div>\n\n\n\n\n\n    </div>\n  </div>\n\n\n\n\n  </div>\n\n\n  <!-- Modal -->\n\n  <!-- <iframe id=\"bibbase_network_frame\" -->\n  <!--         src=\"//bibbase.org/network/control\" -->\n  <!--         style=\"display: none;\"> -->\n  <!-- </iframe> -->\n\n</div>\n"}; document.write(bibbase_data.data);