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://usc-isi-i2.github.io/semantic-modeling/doc/publications.bib\",\"group0\":\"year\",\"css\":\"1\",\"jsonp\":\"1\",\"host\":\"bibbase.org\"},\n      data: [{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Vu\"],\"firstnames\":[\"Binh\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Pujara\"],\"firstnames\":[\"Jay\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Knoblock\"],\"firstnames\":[\"Craig\",\"A.\"],\"suffixes\":[]}],\"title\":\"D-REPR: A Language for Describing and Mapping Diversely-Structured Data Sources to RDF\",\"month\":\"September\",\"year\":\"2019\",\"isbn\":\"9781450370080\",\"publisher\":\"Association for Computing Machinery\",\"address\":\"New York, NY, USA\",\"url\":\"https://doi.org/10.1145/3360901.3364449\",\"doi\":\"10.1145/3360901.3364449\",\"abstract\":\"Publishing data sources to knowledge graphs is a complicated and laborious process as data sources are often heterogeneous, hierarchical and interlinked. As an example, food price datasets may contain product prices of various units at different markets and times, and different providers can have many choices of formats such as CSV, JSON or spreadsheet. Beyond data formats, these datasets may have differing layout, where one dataset may be organized as a row-based table or relational table (prices are in one column), while another may use a matrix table (prices are in one matrix). To address these problems, we present a novel data description language for mapping datasets to RDF. In particular, our language supports specifying the locations of source attributes in the sources, mapping of the attributes to ontologies, and simple rules to join the data of these attributes to output final RDF triples. Unlike existing approaches, our language is not restricted to specific data layouts such as the Nested Relational Model, or to specific data formats, such as spreadsheet. Our broad data description language presents a format-independent solution, allowing interlinking among multiple heterogeneous sources and representing many diverse data structures that existing tools are unable to handle.\",\"booktitle\":\"Proceedings of the 10th International Conference on Knowledge Capture\",\"pages\":\"189–196\",\"numpages\":\"8\",\"keywords\":\"linked data, knowledge graph, rdf mapping\",\"location\":\"Marina Del Rey, CA, USA\",\"series\":\"K-CAP '19\",\"bibtex\":\"@inproceedings{10.1145/3360901.3364449,\\n  author = {Vu, Binh and Pujara, Jay and Knoblock, Craig A.},\\n  title = {D-REPR: A Language for Describing and Mapping Diversely-Structured Data Sources to RDF},\\n  month = {September},\\n  year = {2019},\\n  isbn = {9781450370080},\\n  publisher = {Association for Computing Machinery},\\n  address = {New York, NY, USA},\\n  url = {https://doi.org/10.1145/3360901.3364449},\\n  doi = {10.1145/3360901.3364449},\\n  abstract = {Publishing data sources to knowledge graphs is a complicated and laborious process as data sources are often heterogeneous, hierarchical and interlinked. As an example, food price datasets may contain product prices of various units at different markets and times, and different providers can have many choices of formats such as CSV, JSON or spreadsheet. Beyond data formats, these datasets may have differing layout, where one dataset may be organized as a row-based table or relational table (prices are in one column), while another may use a matrix table (prices are in one matrix). To address these problems, we present a novel data description language for mapping datasets to RDF. In particular, our language supports specifying the locations of source attributes in the sources, mapping of the attributes to ontologies, and simple rules to join the data of these attributes to output final RDF triples. Unlike existing approaches, our language is not restricted to specific data layouts such as the Nested Relational Model, or to specific data formats, such as spreadsheet. Our broad data description language presents a format-independent solution, allowing interlinking among multiple heterogeneous sources and representing many diverse data structures that existing tools are unable to handle.},\\n  booktitle = {Proceedings of the 10th International Conference on Knowledge Capture},\\n  pages = {189–196},\\n  numpages = {8},\\n  keywords = {linked data, knowledge graph, rdf mapping},\\n  location = {Marina Del Rey, CA, USA},\\n  series = {K-CAP '19}\\n}\\n\\n\",\"author_short\":[\"Vu, B.\",\"Pujara, J.\",\"Knoblock, C. A.\"],\"key\":\"10.1145/3360901.3364449\",\"id\":\"10.1145/3360901.3364449\",\"bibbaseid\":\"vu-pujara-knoblock-drepralanguagefordescribingandmappingdiverselystructureddatasourcestordf-2019\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1145/3360901.3364449\"},\"keyword\":[\"linked data\",\"knowledge graph\",\"rdf mapping\"],\"metadata\":{\"authorlinks\":{\"knoblock, c\":\"https://usc-isi-i2.github.io/karma/\"}},\"downloads\":17,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"author\":[{\"propositions\":[],\"lastnames\":[\"Vu\"],\"firstnames\":[\"Binh\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Knoblock\"],\"firstnames\":[\"Craig\"],\"suffixes\":[]},{\"propositions\":[],\"lastnames\":[\"Pujara\"],\"firstnames\":[\"Jay\"],\"suffixes\":[]}],\"title\":\"Learning Semantic Models of Data Sources Using Probabilistic Graphical Models\",\"month\":\"May\",\"year\":\"2019\",\"isbn\":\"9781450366748\",\"publisher\":\"Association for Computing Machinery\",\"address\":\"New York, NY, USA\",\"url\":\"https://doi.org/10.1145/3308558.3313711\",\"doi\":\"10.1145/3308558.3313711\",\"abstract\":\"A semantic model of a data source is a representation of the concepts and relationships contained in the data. Building semantic models is a prerequisite to automatically publishing data to a knowledge graph. However, creating these semantic models is a complex process requiring considerable manual effort and can be error-prone. In this paper, we present a novel approach that efficiently searches over the combinatorial space of possible semantic models, and applies a probabilistic graphical model to identify the most probable semantic model for a data source. Probabilistic graphical models offer many advantages over existing methods: they are robust to noisy inputs and provide a straightforward approach for exploiting relationships within the data. Our solution uses a conditional random field (CRF) to encode structural patterns and enforce conceptual consistency within the semantic model. In an empirical evaluation, our approach outperforms state of the art systems by an average 8.4% of F1 score, even with noisy input data.\",\"booktitle\":\"The World Wide Web Conference\",\"pages\":\"1944–1953\",\"numpages\":\"10\",\"keywords\":\"semantic web, probabilistic graphical models, Semantic models, ontology, knowledge graph, linked data\",\"location\":\"San Francisco, CA, USA\",\"series\":\"WWW '19\",\"bibtex\":\"@inproceedings{10.1145/3308558.3313711,\\n  author = {Vu, Binh and Knoblock, Craig and Pujara, Jay},\\n  title = {Learning Semantic Models of Data Sources Using Probabilistic Graphical Models},\\n  month = {May},\\n  year = {2019},\\n  isbn = {9781450366748},\\n  publisher = {Association for Computing Machinery},\\n  address = {New York, NY, USA},\\n  url = {https://doi.org/10.1145/3308558.3313711},\\n  doi = {10.1145/3308558.3313711},\\n  abstract = {A semantic model of a data source is a representation of the concepts and relationships contained in the data. Building semantic models is a prerequisite to automatically publishing data to a knowledge graph. However, creating these semantic models is a complex process requiring considerable manual effort and can be error-prone. In this paper, we present a novel approach that efficiently searches over the combinatorial space of possible semantic models, and applies a probabilistic graphical model to identify the most probable semantic model for a data source. Probabilistic graphical models offer many advantages over existing methods: they are robust to noisy inputs and provide a straightforward approach for exploiting relationships within the data. Our solution uses a conditional random field (CRF) to encode structural patterns and enforce conceptual consistency within the semantic model. In an empirical evaluation, our approach outperforms state of the art systems by an average 8.4% of F1 score, even with noisy input data.},\\n  booktitle = {The World Wide Web Conference},\\n  pages = {1944–1953},\\n  numpages = {10},\\n  keywords = {semantic web, probabilistic graphical models, Semantic models, ontology, knowledge graph, linked data},\\n  location = {San Francisco, CA, USA},\\n  series = {WWW '19}\\n}\\n\\n\",\"author_short\":[\"Vu, B.\",\"Knoblock, C.\",\"Pujara, J.\"],\"key\":\"10.1145/3308558.3313711\",\"id\":\"10.1145/3308558.3313711\",\"bibbaseid\":\"vu-knoblock-pujara-learningsemanticmodelsofdatasourcesusingprobabilisticgraphicalmodels-2019\",\"role\":\"author\",\"urls\":{\"Paper\":\"https://doi.org/10.1145/3308558.3313711\"},\"keyword\":[\"semantic web\",\"probabilistic graphical models\",\"Semantic models\",\"ontology\",\"knowledge graph\",\"linked data\"],\"metadata\":{\"authorlinks\":{\"knoblock, c\":\"https://usc-isi-i2.github.io/karma/\"}},\"downloads\":18,\"html\":\"\"},{\"bibtype\":\"inproceedings\",\"type\":\"inproceedings\",\"title\":\"Assigning Semantic Labels to Data Sources\",\"author\":[{\"firstnames\":[\"S.K.\"],\"propositions\":[],\"lastnames\":[\"Ramnandan\"],\"suffixes\":[]},{\"firstnames\":[\"Amol\"],\"propositions\":[],\"lastnames\":[\"Mittal\"],\"suffixes\":[]},{\"firstnames\":[\"Craig\",\"A.\"],\"propositions\":[],\"lastnames\":[\"Knoblock\"],\"suffixes\":[]},{\"firstnames\":[\"Pedro\"],\"propositions\":[],\"lastnames\":[\"Szekely\"],\"suffixes\":[]}],\"booktitle\":\"Proceedings of the 12th ESWC\",\"year\":\"2015\",\"urlpaper\":\"http://usc-isi-i2.github.io/papers/ramnandan15-eswc.pdf\",\"bibtex\":\"@inproceedings{ ramnandan15:eswc,\\n  title = {Assigning Semantic Labels to Data Sources},\\n  author = {S.K. 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  author = {Vu, Binh and Pujara, Jay and Knoblock, Craig A.},
  title = {D-REPR: A Language for Describing and Mapping Diversely-Structured Data Sources to RDF},
  month = {September},
  year = {2019},
  isbn = {9781450370080},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3360901.3364449},
  doi = {10.1145/3360901.3364449},
  abstract = {Publishing data sources to knowledge graphs is a complicated and laborious process as data sources are often heterogeneous, hierarchical and interlinked. As an example, food price datasets may contain product prices of various units at different markets and times, and different providers can have many choices of formats such as CSV, JSON or spreadsheet. Beyond data formats, these datasets may have differing layout, where one dataset may be organized as a row-based table or relational table (prices are in one column), while another may use a matrix table (prices are in one matrix). To address these problems, we present a novel data description language for mapping datasets to RDF. In particular, our language supports specifying the locations of source attributes in the sources, mapping of the attributes to ontologies, and simple rules to join the data of these attributes to output final RDF triples. Unlike existing approaches, our language is not restricted to specific data layouts such as the Nested Relational Model, or to specific data formats, such as spreadsheet. Our broad data description language presents a format-independent solution, allowing interlinking among multiple heterogeneous sources and representing many diverse data structures that existing tools are unable to handle.},
  booktitle = {Proceedings of the 10th International Conference on Knowledge Capture},
  pages = {189–196},
  numpages = {8},
  keywords = {linked data, knowledge graph, rdf mapping},
  location = {Marina Del Rey, CA, USA},
  series = {K-CAP '19}
}



@inproceedings{10.1145/3308558.3313711,
  author = {Vu, Binh and Knoblock, Craig and Pujara, Jay},
  title = {Learning Semantic Models of Data Sources Using Probabilistic Graphical Models},
  month = {May},
  year = {2019},
  isbn = {9781450366748},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3308558.3313711},
  doi = {10.1145/3308558.3313711},
  abstract = {A semantic model of a data source is a representation of the concepts and relationships contained in the data. Building semantic models is a prerequisite to automatically publishing data to a knowledge graph. However, creating these semantic models is a complex process requiring considerable manual effort and can be error-prone. In this paper, we present a novel approach that efficiently searches over the combinatorial space of possible semantic models, and applies a probabilistic graphical model to identify the most probable semantic model for a data source. Probabilistic graphical models offer many advantages over existing methods: they are robust to noisy inputs and provide a straightforward approach for exploiting relationships within the data. Our solution uses a conditional random field (CRF) to encode structural patterns and enforce conceptual consistency within the semantic model. In an empirical evaluation, our approach outperforms state of the art systems by an average 8.4% of F1 score, even with noisy input data.},
  booktitle = {The World Wide Web Conference},
  pages = {1944–1953},
  numpages = {10},
  keywords = {semantic web, probabilistic graphical models, Semantic models, ontology, knowledge graph, linked data},
  location = {San Francisco, CA, USA},
  series = {WWW '19}
}



@inproceedings{ ramnandan15:eswc,
  title = {Assigning Semantic Labels to Data Sources},
  author = {S.K. Ramnandan and Amol Mittal and Craig A. Knoblock and Pedro Szekely},
  booktitle = {Proceedings of the 12th ESWC},
  year = {2015},
  urlpaper = {http://usc-isi-i2.github.io/papers/ramnandan15-eswc.pdf}
}



@inproceedings{ taheriyan14:icsc,
  author = {Mohsen Taheriyan and Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite},
  title = {{A Scalable Approach to Learn Semantic Models of Structured Sources}},
  booktitle = {Proceedings of the 8th IEEE International Conference on Semantic Computing (ICSC 2014)},
  year = {2014},
  urlpaper = {http://www-scf.usc.edu/~taheriya/papers/taheriyan14-icsc-paper.pdf},
  urlslides = {http://www.slideshare.net/mohsentaheriyan/a-scalable-approach-to-learn-semantic-models-of-structured-sources},
  @urlslides = {http://www-scf.usc.edu/~taheriya/slides/taheriyan14-icsc-slides.pdf}
}



@inproceedings{ taheriyan13:iswc,
  author = {Mohsen Taheriyan and Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite},
  title = {{A Graph-based Approach to Learn Semantic Descriptions of Data Sources}},
  booktitle = {Proceedings of the 12th International Semantic Web Conference (ISWC 2013)},
  year = {2013},
  keywords = {"Source modeling"},
  urlpaper = {http://www-scf.usc.edu/~taheriya/papers/taheriyan13-iswc-paper.pdf},
  urlslides = {http://www.slideshare.net/mohsentaheriyan/a-graphbased-approach-to-learn-semantic-descriptions-of-data-sources},
  @urlslides = {http://www-scf.usc.edu/~taheriya/slides/taheriyan13-iswc-slides.pdf},
  urlposter = {http://www-scf.usc.edu/~taheriya/posters/taheriyan13-gss-poster.pdf},
  urlvideo = {http://videolectures.net/iswc2013_knoblock_data_sources/}
}



@inproceedings{ taheriyan12:iswc,
  author = {Mohsen Taheriyan and Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite},
  title = {{Rapidly Integrating Services into the Linked Data Cloud}},
  booktitle = {Proceedings of the 11th International Semantic Web Conference (ISWC 2012)},
  year = {2012},
  keywords = {"Source modeling"},
  urlpaper = {http://www-scf.usc.edu/~taheriya/papers/taheriyan12-iswc-paper.pdf},
  urlslides = {http://www.slideshare.net/mohsentaheriyan/rapidly-integrating-services-into-the-linked-data-cloud},
  @urlslides = {http://www-scf.usc.edu/~taheriya/slides/taheriyan12-iswc-slides.pdf},
  urlposter = {http://www-scf.usc.edu/~taheriya/posters/taheriyan12-gss-poster.pdf},
  urlvideo = {http://videolectures.net/iswc2012_taheriyan_data_cloud/},
  urldemo = {https://www.youtube.com/watch?v=3L1G5kh5jYg&list=PLdD4tO6i0DwMXmBhOwlt7zEZKoOWrWpOA&index=10}
}



@inproceedings{ knoblock12:eswc,
  urlpresentation = {http://usc-isi-i2.github.io/slides/knoblock12-eswc-slides.pdf},
  title = {Semi-Automatically Mapping Structured Sources into the Semantic Web},
  booktitle = {Proceedings of the Extended Semantic Web Conference},
  author = {Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite and Shubham Gupta and Aman Goel and Maria Muslea and Kristina Lerman and Mohsen Taheriyan and Parag Mallick},
  year = {2012},
  address = {Crete, Greece},
  keywords = {"Source Modeling"},
  urlpaper = {http://usc-isi-i2.github.io/papers/knoblock12-eswc.pdf},
  urlyoutube = {http://www.youtube.com/watch?v=kUIqTI56oeQ&feature=share&list=PLdD4tO6i0DwMXmBhOwlt7zEZKoOWrWpOA]}
}



@inproceedings{ taheriyan12:lapis,
  keywords = {"Source modeling"},
  booktitle = {Proceedings of the ESWC 2012 Workshop on Linked APIs},
  title = {Semi-Automatically Modeling Web APIs to Create Linked APIs},
  year = {2012},
  author = {Mohsen Taheriyan and Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite},
  urlpresentation = {http://prezi.com/pu5smfc7iexa/giscience-2012-generating-named-road-vector-data-from-raster-maps/},
  urlpaper = {http://usc-isi-i2.github.io/papers/knoblock12-eswc.pdf}
}



@inproceedings{ goel12:exploiting,
  author = {Goel, Aman and Knoblock, Craig A and Lerman, Kristina},
  title = {{Exploiting Structure within Data for Accurate Labeling Using Conditional Random Fields}},
  booktitle = {Proceedings of the 14th International Conference on Artificial Intelligence (ICAI)},
  year = {2012},
  rating = {0},
  date-added = {2013-01-20T04:52:24GMT},
  date-modified = {2013-05-04T01:25:59GMT},
  urlpaper = {http://usc-isi-i2.github.io/papers/goel12-icai.pdf},
  urlslides = {http://usc-isi-i2.github.io/slides/goel12-icai-slides.pdf}
}



@inproceedings{ knoblock11:lisc,
  urlslides = {http://usc-isi-i2.github.io/slides/knoblock11-lisc-slides.pdf},
  urllink = {http://CEUR-WS.org/Vol-783/},
  title = {Interactively Mapping Data Sources into the Semantic Web},
  booktitle = {Proceedings of the First International Workshop on Linked Science 2011 in Conjunction with the 10th International Semantic Web Conference},
  author = {Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite and Shubham Gupta and Aman Goel and Maria Muslea and Kristina Lerman and Parag Mallick},
  year = {2011},
  address = {Bonn, Germany},
  keywords = {"Source Modeling"},
  urlpaper = {http://usc-isi-i2.github.io/papers/knoblock11-lisc.pdf}
}



@inproceedings{ goel11:aaai,
  urlpresentation = {http://usc-isi-i2.github.io/slides/goel11-aaai-poster.pdf},
  title = {Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation},
  booktitle = {Proceedings of the 25th National Conference on Artificial Intelligence (AAAI-11)},
  author = {Aman Goel and Craig A. Knoblock and Kristina Lerman},
  year = {2011},
  address = {San Francisco, CA},
  keywords = {"Source Modeling"},
  urlpaper = {http://usc-isi-i2.github.io/papers/goel11-aaai.pdf}
}


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A.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 10th International Conference on Knowledge Capture</i>, of <i>K-CAP '19</i>, pages 189–196, New York, NY, USA, September 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/10.1145/3360901.3364449\"\n     onclick=\"log_download('vu-pujara-knoblock-drepralanguagefordescribingandmappingdiverselystructureddatasourcestordf-2019', 'https://doi.org/10.1145/3360901.3364449', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"D-REPR: A Language for Describing and Mapping Diversely-Structured Data Sources to RDF [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/10.1145/3360901.3364449\"\n     onclick=\"log_download('vu-pujara-knoblock-drepralanguagefordescribingandmappingdiverselystructureddatasourcestordf-2019', 'http://doi.org/10.1145/3360901.3364449', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vu-pujara-knoblock-drepralanguagefordescribingandmappingdiverselystructureddatasourcestordf-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>17 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vu-pujara-knoblock-drepralanguagefordescribingandmappingdiverselystructureddatasourcestordf-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  \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{10.1145/3360901.3364449,\n  author = {Vu, Binh and Pujara, Jay and Knoblock, Craig A.},\n  title = {D-REPR: A Language for Describing and Mapping Diversely-Structured Data Sources to RDF},\n  month = {September},\n  year = {2019},\n  isbn = {9781450370080},\n  publisher = {Association for Computing Machinery},\n  address = {New York, NY, USA},\n  url = {https://doi.org/10.1145/3360901.3364449},\n  doi = {10.1145/3360901.3364449},\n  abstract = {Publishing data sources to knowledge graphs is a complicated and laborious process as data sources are often heterogeneous, hierarchical and interlinked. As an example, food price datasets may contain product prices of various units at different markets and times, and different providers can have many choices of formats such as CSV, JSON or spreadsheet. Beyond data formats, these datasets may have differing layout, where one dataset may be organized as a row-based table or relational table (prices are in one column), while another may use a matrix table (prices are in one matrix). To address these problems, we present a novel data description language for mapping datasets to RDF. In particular, our language supports specifying the locations of source attributes in the sources, mapping of the attributes to ontologies, and simple rules to join the data of these attributes to output final RDF triples. Unlike existing approaches, our language is not restricted to specific data layouts such as the Nested Relational Model, or to specific data formats, such as spreadsheet. Our broad data description language presents a format-independent solution, allowing interlinking among multiple heterogeneous sources and representing many diverse data structures that existing tools are unable to handle.},\n  booktitle = {Proceedings of the 10th International Conference on Knowledge Capture},\n  pages = {189–196},\n  numpages = {8},\n  keywords = {linked data, knowledge graph, rdf mapping},\n  location = {Marina Del Rey, CA, USA},\n  series = {K-CAP &#x27;19}\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  Publishing data sources to knowledge graphs is a complicated and laborious process as data sources are often heterogeneous, hierarchical and interlinked. As an example, food price datasets may contain product prices of various units at different markets and times, and different providers can have many choices of formats such as CSV, JSON or spreadsheet. Beyond data formats, these datasets may have differing layout, where one dataset may be organized as a row-based table or relational table (prices are in one column), while another may use a matrix table (prices are in one matrix). To address these problems, we present a novel data description language for mapping datasets to RDF. In particular, our language supports specifying the locations of source attributes in the sources, mapping of the attributes to ontologies, and simple rules to join the data of these attributes to output final RDF triples. Unlike existing approaches, our language is not restricted to specific data layouts such as the Nested Relational Model, or to specific data formats, such as spreadsheet. Our broad data description language presents a format-independent solution, allowing interlinking among multiple heterogeneous sources and representing many diverse data structures that existing tools are unable to handle.\n</div>\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"vu-knoblock-pujara-learningsemanticmodelsofdatasourcesusingprobabilisticgraphicalmodels-2019\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"https://doi.org/10.1145/3308558.3313711\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'vu-knoblock-pujara-learningsemanticmodelsofdatasourcesusingprobabilisticgraphicalmodels-2019', 'https://doi.org/10.1145/3308558.3313711', event);\">\n    Learning Semantic Models of Data Sources Using Probabilistic Graphical Models.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Vu, B.; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/karma/\">Knoblock, C.</a>;  and Pujara, J.\n</span>\n\n  \n\n</span>\n\n  In <i>The World Wide Web Conference</i>, of <i>WWW '19</i>, pages 1944–1953, New York, NY, USA, May 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/10.1145/3308558.3313711\"\n     onclick=\"log_download('vu-knoblock-pujara-learningsemanticmodelsofdatasourcesusingprobabilisticgraphicalmodels-2019', 'https://doi.org/10.1145/3308558.3313711', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Learning Semantic Models of Data Sources Using Probabilistic Graphical 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  <a href=\"http://doi.org/10.1145/3308558.3313711\"\n     onclick=\"log_download('vu-knoblock-pujara-learningsemanticmodelsofdatasourcesusingprobabilisticgraphicalmodels-2019', 'http://doi.org/10.1145/3308558.3313711', event.ctrlKey)\"\n     class=\"bibbase doi link\">\n    <span>doi</span></a>\n  &nbsp;\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/vu-knoblock-pujara-learningsemanticmodelsofdatasourcesusingprobabilisticgraphicalmodels-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>18 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('vu-knoblock-pujara-learningsemanticmodelsofdatasourcesusingprobabilisticgraphicalmodels-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  \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;\">@inproceedings{10.1145/3308558.3313711,\n  author = {Vu, Binh and Knoblock, Craig and Pujara, Jay},\n  title = {Learning Semantic Models of Data Sources Using Probabilistic Graphical Models},\n  month = {May},\n  year = {2019},\n  isbn = {9781450366748},\n  publisher = {Association for Computing Machinery},\n  address = {New York, NY, USA},\n  url = {https://doi.org/10.1145/3308558.3313711},\n  doi = {10.1145/3308558.3313711},\n  abstract = {A semantic model of a data source is a representation of the concepts and relationships contained in the data. Building semantic models is a prerequisite to automatically publishing data to a knowledge graph. However, creating these semantic models is a complex process requiring considerable manual effort and can be error-prone. In this paper, we present a novel approach that efficiently searches over the combinatorial space of possible semantic models, and applies a probabilistic graphical model to identify the most probable semantic model for a data source. Probabilistic graphical models offer many advantages over existing methods: they are robust to noisy inputs and provide a straightforward approach for exploiting relationships within the data. Our solution uses a conditional random field (CRF) to encode structural patterns and enforce conceptual consistency within the semantic model. In an empirical evaluation, our approach outperforms state of the art systems by an average 8.4% of F1 score, even with noisy input data.},\n  booktitle = {The World Wide Web Conference},\n  pages = {1944–1953},\n  numpages = {10},\n  keywords = {semantic web, probabilistic graphical models, Semantic models, ontology, knowledge graph, linked data},\n  location = {San Francisco, CA, USA},\n  series = {WWW &#x27;19}\n}\n\n</pre>\n</div>\n\n\n<div class=\"well well-small bibbase\" data-type=\"abstract\"\n     style=\"display:none\">\n  A semantic model of a data source is a representation of the concepts and relationships contained in the data. Building semantic models is a prerequisite to automatically publishing data to a knowledge graph. However, creating these semantic models is a complex process requiring considerable manual effort and can be error-prone. In this paper, we present a novel approach that efficiently searches over the combinatorial space of possible semantic models, and applies a probabilistic graphical model to identify the most probable semantic model for a data source. Probabilistic graphical models offer many advantages over existing methods: they are robust to noisy inputs and provide a straightforward approach for exploiting relationships within the data. Our solution uses a conditional random field (CRF) to encode structural patterns and enforce conceptual consistency within the semantic model. In an empirical evaluation, our approach outperforms state of the art systems by an average 8.4% of F1 score, even with noisy input data.\n</div>\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        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"ramnandan-mittal-knoblock-szekely-assigningsemanticlabelstodatasources-2015\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://usc-isi-i2.github.io/papers/ramnandan15-eswc.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'ramnandan-mittal-knoblock-szekely-assigningsemanticlabelstodatasources-2015', 'http://usc-isi-i2.github.io/papers/ramnandan15-eswc.pdf', event);\">\n    Assigning Semantic Labels to Data Sources.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Ramnandan, S.; Mittal, A.; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/karma/\">Knoblock, C. A.</a>;  and <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/szekely/publications.html\">Szekely, P.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 12th ESWC</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://usc-isi-i2.github.io/papers/ramnandan15-eswc.pdf\"\n     onclick=\"log_download('ramnandan-mittal-knoblock-szekely-assigningsemanticlabelstodatasources-2015', 'http://usc-isi-i2.github.io/papers/ramnandan15-eswc.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Assigning Semantic Labels to Data Sources [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/ramnandan-mittal-knoblock-szekely-assigningsemanticlabelstodatasources-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>16 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('ramnandan-mittal-knoblock-szekely-assigningsemanticlabelstodatasources-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{ ramnandan15:eswc,\n  title = {Assigning Semantic Labels to Data Sources},\n  author = {S.K. Ramnandan and Amol Mittal and Craig A. Knoblock and Pedro Szekely},\n  booktitle = {Proceedings of the 12th ESWC},\n  year = {2015},\n  urlpaper = {http://usc-isi-i2.github.io/papers/ramnandan15-eswc.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_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        (1)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"taheriyan-knoblock-szekely-ambite-ascalableapproachtolearnsemanticmodelsofstructuredsources-2014\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www-scf.usc.edu/~taheriya/papers/taheriyan14-icsc-paper.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'taheriyan-knoblock-szekely-ambite-ascalableapproachtolearnsemanticmodelsofstructuredsources-2014', 'http://www-scf.usc.edu/~taheriya/papers/taheriyan14-icsc-paper.pdf', event);\">\n    A Scalable Approach to Learn Semantic Models of Structured Sources.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Taheriyan, M.; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/karma/\">Knoblock, C. A.</a>; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/szekely/publications.html\">Szekely, P.</a>;  and Ambite, J. L.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 8th IEEE International Conference on Semantic Computing (ICSC 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://www-scf.usc.edu/~taheriya/papers/taheriyan14-icsc-paper.pdf\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-ascalableapproachtolearnsemanticmodelsofstructuredsources-2014', 'http://www-scf.usc.edu/~taheriya/papers/taheriyan14-icsc-paper.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Scalable Approach to Learn Semantic Models of Structured Sources [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"http://www.slideshare.net/mohsentaheriyan/a-scalable-approach-to-learn-semantic-models-of-structured-sources\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-ascalableapproachtolearnsemanticmodelsofstructuredsources-2014', 'http://www.slideshare.net/mohsentaheriyan/a-scalable-approach-to-learn-semantic-models-of-structured-sources', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Scalable Approach to Learn Semantic Models of Structured Sources [link]\"\n       title=\"Slides\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Slides</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/taheriyan-knoblock-szekely-ambite-ascalableapproachtolearnsemanticmodelsofstructuredsources-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>358 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('taheriyan-knoblock-szekely-ambite-ascalableapproachtolearnsemanticmodelsofstructuredsources-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{ taheriyan14:icsc,\n  author = {Mohsen Taheriyan and Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite},\n  title = {{A Scalable Approach to Learn Semantic Models of Structured Sources}},\n  booktitle = {Proceedings of the 8th IEEE International Conference on Semantic Computing (ICSC 2014)},\n  year = {2014},\n  urlpaper = {http://www-scf.usc.edu/~taheriya/papers/taheriyan14-icsc-paper.pdf},\n  urlslides = {http://www.slideshare.net/mohsentaheriyan/a-scalable-approach-to-learn-semantic-models-of-structured-sources},\n  @urlslides = {http://www-scf.usc.edu/~taheriya/slides/taheriyan14-icsc-slides.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_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=\"taheriyan-knoblock-szekely-ambite-agraphbasedapproachtolearnsemanticdescriptionsofdatasources-2013\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www-scf.usc.edu/~taheriya/papers/taheriyan13-iswc-paper.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'taheriyan-knoblock-szekely-ambite-agraphbasedapproachtolearnsemanticdescriptionsofdatasources-2013', 'http://www-scf.usc.edu/~taheriya/papers/taheriyan13-iswc-paper.pdf', event);\">\n    A Graph-based Approach to Learn Semantic Descriptions of Data Sources.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Taheriyan, M.; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/karma/\">Knoblock, C. A.</a>; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/szekely/publications.html\">Szekely, P.</a>;  and Ambite, J. L.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 12th International Semantic Web Conference (ISWC 2013)</i>,  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://www-scf.usc.edu/~taheriya/papers/taheriyan13-iswc-paper.pdf\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-agraphbasedapproachtolearnsemanticdescriptionsofdatasources-2013', 'http://www-scf.usc.edu/~taheriya/papers/taheriyan13-iswc-paper.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Graph-based Approach to Learn Semantic Descriptions of Data Sources [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"http://www.slideshare.net/mohsentaheriyan/a-graphbased-approach-to-learn-semantic-descriptions-of-data-sources\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-agraphbasedapproachtolearnsemanticdescriptionsofdatasources-2013', 'http://www.slideshare.net/mohsentaheriyan/a-graphbased-approach-to-learn-semantic-descriptions-of-data-sources', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Graph-based Approach to Learn Semantic Descriptions of Data Sources [link]\"\n       title=\"Slides\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Slides</span></a>\n  &nbsp;\n  \n  <a href=\"http://www-scf.usc.edu/~taheriya/posters/taheriyan13-gss-poster.pdf\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-agraphbasedapproachtolearnsemanticdescriptionsofdatasources-2013', 'http://www-scf.usc.edu/~taheriya/posters/taheriyan13-gss-poster.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"A Graph-based Approach to Learn Semantic Descriptions of Data Sources [pdf]\"\n       title=\"Poster\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Poster</span></a>\n  &nbsp;\n  \n  <a href=\"http://videolectures.net/iswc2013_knoblock_data_sources/\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-agraphbasedapproachtolearnsemanticdescriptionsofdatasources-2013', 'http://videolectures.net/iswc2013_knoblock_data_sources/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"A Graph-based Approach to Learn Semantic Descriptions of Data Sources [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/taheriyan-knoblock-szekely-ambite-agraphbasedapproachtolearnsemanticdescriptionsofdatasources-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\n  \n  &nbsp;\n  <span class=\"bibbase_stats_paper\" style=\"color: #777;\">\n    <span>277 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('taheriyan-knoblock-szekely-ambite-agraphbasedapproachtolearnsemanticdescriptionsofdatasources-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  \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{ taheriyan13:iswc,\n  author = {Mohsen Taheriyan and Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite},\n  title = {{A Graph-based Approach to Learn Semantic Descriptions of Data Sources}},\n  booktitle = {Proceedings of the 12th International Semantic Web Conference (ISWC 2013)},\n  year = {2013},\n  keywords = {&quot;Source modeling&quot;},\n  urlpaper = {http://www-scf.usc.edu/~taheriya/papers/taheriyan13-iswc-paper.pdf},\n  urlslides = {http://www.slideshare.net/mohsentaheriyan/a-graphbased-approach-to-learn-semantic-descriptions-of-data-sources},\n  @urlslides = {http://www-scf.usc.edu/~taheriya/slides/taheriyan13-iswc-slides.pdf},\n  urlposter = {http://www-scf.usc.edu/~taheriya/posters/taheriyan13-gss-poster.pdf},\n  urlvideo = {http://videolectures.net/iswc2013_knoblock_data_sources/}\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_2012\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2012')\"\n      onkeypress=\"toggleGroup('group_2012')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2012</span>\n      <span class=\"bibbase_group_count\">\n        \n        (4)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"taheriyan-knoblock-szekely-ambite-rapidlyintegratingservicesintothelinkeddatacloud-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://www-scf.usc.edu/~taheriya/papers/taheriyan12-iswc-paper.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'taheriyan-knoblock-szekely-ambite-rapidlyintegratingservicesintothelinkeddatacloud-2012', 'http://www-scf.usc.edu/~taheriya/papers/taheriyan12-iswc-paper.pdf', event);\">\n    Rapidly Integrating Services into the Linked Data Cloud.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Taheriyan, M.; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/karma/\">Knoblock, C. A.</a>; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/szekely/publications.html\">Szekely, P.</a>;  and Ambite, J. L.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 11th International Semantic Web Conference (ISWC 2012)</i>,  2012. \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-scf.usc.edu/~taheriya/papers/taheriyan12-iswc-paper.pdf\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-rapidlyintegratingservicesintothelinkeddatacloud-2012', 'http://www-scf.usc.edu/~taheriya/papers/taheriyan12-iswc-paper.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Rapidly Integrating Services into the Linked Data Cloud [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"http://www.slideshare.net/mohsentaheriyan/rapidly-integrating-services-into-the-linked-data-cloud\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-rapidlyintegratingservicesintothelinkeddatacloud-2012', 'http://www.slideshare.net/mohsentaheriyan/rapidly-integrating-services-into-the-linked-data-cloud', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Rapidly Integrating Services into the Linked Data Cloud [link]\"\n       title=\"Slides\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Slides</span></a>\n  &nbsp;\n  \n  <a href=\"http://www-scf.usc.edu/~taheriya/posters/taheriyan12-gss-poster.pdf\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-rapidlyintegratingservicesintothelinkeddatacloud-2012', 'http://www-scf.usc.edu/~taheriya/posters/taheriyan12-gss-poster.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Rapidly Integrating Services into the Linked Data Cloud [pdf]\"\n       title=\"Poster\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Poster</span></a>\n  &nbsp;\n  \n  <a href=\"http://videolectures.net/iswc2012_taheriyan_data_cloud/\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-rapidlyintegratingservicesintothelinkeddatacloud-2012', 'http://videolectures.net/iswc2012_taheriyan_data_cloud/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Rapidly Integrating Services into the Linked Data Cloud [link]\"\n       title=\"Video\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Video</span></a>\n  &nbsp;\n  \n  <a href=\"https://www.youtube.com/watch?v=3L1G5kh5jYg&amp;list=PLdD4tO6i0DwMXmBhOwlt7zEZKoOWrWpOA&amp;index=10\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-rapidlyintegratingservicesintothelinkeddatacloud-2012', 'https://www.youtube.com/watch?v=3L1G5kh5jYg&amp;list=PLdD4tO6i0DwMXmBhOwlt7zEZKoOWrWpOA&amp;index=10', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Rapidly Integrating Services into the Linked Data Cloud [link]\"\n       title=\"Demo\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Demo</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/taheriyan-knoblock-szekely-ambite-rapidlyintegratingservicesintothelinkeddatacloud-2012\"\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>122 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('taheriyan-knoblock-szekely-ambite-rapidlyintegratingservicesintothelinkeddatacloud-2012')\" -->\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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ taheriyan12:iswc,\n  author = {Mohsen Taheriyan and Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite},\n  title = {{Rapidly Integrating Services into the Linked Data Cloud}},\n  booktitle = {Proceedings of the 11th International Semantic Web Conference (ISWC 2012)},\n  year = {2012},\n  keywords = {&quot;Source modeling&quot;},\n  urlpaper = {http://www-scf.usc.edu/~taheriya/papers/taheriyan12-iswc-paper.pdf},\n  urlslides = {http://www.slideshare.net/mohsentaheriyan/rapidly-integrating-services-into-the-linked-data-cloud},\n  @urlslides = {http://www-scf.usc.edu/~taheriya/slides/taheriyan12-iswc-slides.pdf},\n  urlposter = {http://www-scf.usc.edu/~taheriya/posters/taheriyan12-gss-poster.pdf},\n  urlvideo = {http://videolectures.net/iswc2012_taheriyan_data_cloud/},\n  urldemo = {https://www.youtube.com/watch?v=3L1G5kh5jYg&amp;list=PLdD4tO6i0DwMXmBhOwlt7zEZKoOWrWpOA&amp;index=10}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"knoblock-szekely-ambite-gupta-goel-muslea-lerman-taheriyan-etal-semiautomaticallymappingstructuredsourcesintothesemanticweb-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://usc-isi-i2.github.io/slides/knoblock12-eswc-slides.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'knoblock-szekely-ambite-gupta-goel-muslea-lerman-taheriyan-etal-semiautomaticallymappingstructuredsourcesintothesemanticweb-2012', 'http://usc-isi-i2.github.io/slides/knoblock12-eswc-slides.pdf', event);\">\n    Semi-Automatically Mapping Structured Sources into the Semantic Web.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/karma/\">Knoblock, C. A.</a>; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/szekely/publications.html\">Szekely, P.</a>; Ambite, J. L.; Gupta, S.; Goel, A.; Muslea, M.; Lerman, K.; Taheriyan, M.;  and Mallick, P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the Extended Semantic Web Conference</i>, Crete, Greece,  2012. \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://usc-isi-i2.github.io/slides/knoblock12-eswc-slides.pdf\"\n     onclick=\"log_download('knoblock-szekely-ambite-gupta-goel-muslea-lerman-taheriyan-etal-semiautomaticallymappingstructuredsourcesintothesemanticweb-2012', 'http://usc-isi-i2.github.io/slides/knoblock12-eswc-slides.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Semi-Automatically Mapping Structured Sources into the Semantic Web [pdf]\"\n       title=\"Presentation\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Presentation</span></a>\n  &nbsp;\n  \n  <a href=\"http://usc-isi-i2.github.io/papers/knoblock12-eswc.pdf\"\n     onclick=\"log_download('knoblock-szekely-ambite-gupta-goel-muslea-lerman-taheriyan-etal-semiautomaticallymappingstructuredsourcesintothesemanticweb-2012', 'http://usc-isi-i2.github.io/papers/knoblock12-eswc.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Semi-Automatically Mapping Structured Sources into the Semantic Web [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"http://www.youtube.com/watch?v=kUIqTI56oeQ&amp;feature=share&amp;list=PLdD4tO6i0DwMXmBhOwlt7zEZKoOWrWpOA]\"\n     onclick=\"log_download('knoblock-szekely-ambite-gupta-goel-muslea-lerman-taheriyan-etal-semiautomaticallymappingstructuredsourcesintothesemanticweb-2012', 'http://www.youtube.com/watch?v=kUIqTI56oeQ&amp;feature=share&amp;list=PLdD4tO6i0DwMXmBhOwlt7zEZKoOWrWpOA]', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Semi-Automatically Mapping Structured Sources into the Semantic Web [link]\"\n       title=\"Youtube\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Youtube</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/knoblock-szekely-ambite-gupta-goel-muslea-lerman-taheriyan-etal-semiautomaticallymappingstructuredsourcesintothesemanticweb-2012\"\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>29 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('knoblock-szekely-ambite-gupta-goel-muslea-lerman-taheriyan-etal-semiautomaticallymappingstructuredsourcesintothesemanticweb-2012')\" -->\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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ knoblock12:eswc,\n  urlpresentation = {http://usc-isi-i2.github.io/slides/knoblock12-eswc-slides.pdf},\n  title = {Semi-Automatically Mapping Structured Sources into the Semantic Web},\n  booktitle = {Proceedings of the Extended Semantic Web Conference},\n  author = {Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite and Shubham Gupta and Aman Goel and Maria Muslea and Kristina Lerman and Mohsen Taheriyan and Parag Mallick},\n  year = {2012},\n  address = {Crete, Greece},\n  keywords = {&quot;Source Modeling&quot;},\n  urlpaper = {http://usc-isi-i2.github.io/papers/knoblock12-eswc.pdf},\n  urlyoutube = {http://www.youtube.com/watch?v=kUIqTI56oeQ&amp;feature=share&amp;list=PLdD4tO6i0DwMXmBhOwlt7zEZKoOWrWpOA]}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"taheriyan-knoblock-szekely-ambite-semiautomaticallymodelingwebapistocreatelinkedapis-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://usc-isi-i2.github.io/papers/knoblock12-eswc.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'taheriyan-knoblock-szekely-ambite-semiautomaticallymodelingwebapistocreatelinkedapis-2012', 'http://usc-isi-i2.github.io/papers/knoblock12-eswc.pdf', event);\">\n    Semi-Automatically Modeling Web APIs to Create Linked APIs.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Taheriyan, M.; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/karma/\">Knoblock, C. A.</a>; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/szekely/publications.html\">Szekely, P.</a>;  and Ambite, J. L.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the ESWC 2012 Workshop on Linked APIs</i>,  2012. \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://prezi.com/pu5smfc7iexa/giscience-2012-generating-named-road-vector-data-from-raster-maps/\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-semiautomaticallymodelingwebapistocreatelinkedapis-2012', 'http://prezi.com/pu5smfc7iexa/giscience-2012-generating-named-road-vector-data-from-raster-maps/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Semi-Automatically Modeling Web APIs to Create Linked APIs [link]\"\n       title=\"Presentation\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Presentation</span></a>\n  &nbsp;\n  \n  <a href=\"http://usc-isi-i2.github.io/papers/knoblock12-eswc.pdf\"\n     onclick=\"log_download('taheriyan-knoblock-szekely-ambite-semiautomaticallymodelingwebapistocreatelinkedapis-2012', 'http://usc-isi-i2.github.io/papers/knoblock12-eswc.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Semi-Automatically Modeling Web APIs to Create Linked APIs [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/taheriyan-knoblock-szekely-ambite-semiautomaticallymodelingwebapistocreatelinkedapis-2012\"\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>80 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('taheriyan-knoblock-szekely-ambite-semiautomaticallymodelingwebapistocreatelinkedapis-2012')\" -->\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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ taheriyan12:lapis,\n  keywords = {&quot;Source modeling&quot;},\n  booktitle = {Proceedings of the ESWC 2012 Workshop on Linked APIs},\n  title = {Semi-Automatically Modeling Web APIs to Create Linked APIs},\n  year = {2012},\n  author = {Mohsen Taheriyan and Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite},\n  urlpresentation = {http://prezi.com/pu5smfc7iexa/giscience-2012-generating-named-road-vector-data-from-raster-maps/},\n  urlpaper = {http://usc-isi-i2.github.io/papers/knoblock12-eswc.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"goel-knoblock-lerman-exploitingstructurewithindataforaccuratelabelingusingconditionalrandomfields-2012\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://usc-isi-i2.github.io/papers/goel12-icai.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'goel-knoblock-lerman-exploitingstructurewithindataforaccuratelabelingusingconditionalrandomfields-2012', 'http://usc-isi-i2.github.io/papers/goel12-icai.pdf', event);\">\n    Exploiting Structure within Data for Accurate Labeling Using Conditional Random Fields.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Goel, A.; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/karma/\">Knoblock, C. A</a>;  and Lerman, K.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 14th International Conference on Artificial Intelligence (ICAI)</i>,  2012. \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://usc-isi-i2.github.io/papers/goel12-icai.pdf\"\n     onclick=\"log_download('goel-knoblock-lerman-exploitingstructurewithindataforaccuratelabelingusingconditionalrandomfields-2012', 'http://usc-isi-i2.github.io/papers/goel12-icai.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Exploiting Structure within Data for Accurate Labeling Using Conditional Random Fields [pdf]\"\n       title=\"Paper\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Paper</span></a>\n  &nbsp;\n  \n  <a href=\"http://usc-isi-i2.github.io/slides/goel12-icai-slides.pdf\"\n     onclick=\"log_download('goel-knoblock-lerman-exploitingstructurewithindataforaccuratelabelingusingconditionalrandomfields-2012', 'http://usc-isi-i2.github.io/slides/goel12-icai-slides.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Exploiting Structure within Data for Accurate Labeling Using Conditional Random Fields [pdf]\"\n       title=\"Slides\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Slides</span></a>\n  &nbsp;\n  \n\n  \n\n  \n  <a href=\"//bibbase.org/network/publication/goel-knoblock-lerman-exploitingstructurewithindataforaccuratelabelingusingconditionalrandomfields-2012\"\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>27 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('goel-knoblock-lerman-exploitingstructurewithindataforaccuratelabelingusingconditionalrandomfields-2012')\" -->\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{ goel12:exploiting,\n  author = {Goel, Aman and Knoblock, Craig A and Lerman, Kristina},\n  title = {{Exploiting Structure within Data for Accurate Labeling Using Conditional Random Fields}},\n  booktitle = {Proceedings of the 14th International Conference on Artificial Intelligence (ICAI)},\n  year = {2012},\n  rating = {0},\n  date-added = {2013-01-20T04:52:24GMT},\n  date-modified = {2013-05-04T01:25:59GMT},\n  urlpaper = {http://usc-isi-i2.github.io/papers/goel12-icai.pdf},\n  urlslides = {http://usc-isi-i2.github.io/slides/goel12-icai-slides.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_2011\">\n    <div class=\"bibbase_group\"\n      onclick=\"toggleGroup('group_2011')\"\n      onkeypress=\"toggleGroup('group_2011')\"\n      tabindex=\"0\">\n      <i class=\"fa fa-angle-down bibbase_group_head_icon\"></i>&nbsp;\n      <span>2011</span>\n      <span class=\"bibbase_group_count\">\n        \n        (2)\n        \n      </span>\n    </div>\n    <div class=\"bibbase_group_body\">\n      \n  \n  <div class=\"bibbase_paper\" id=\"knoblock-szekely-ambite-gupta-goel-muslea-lerman-mallick-interactivelymappingdatasourcesintothesemanticweb-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://usc-isi-i2.github.io/slides/knoblock11-lisc-slides.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'knoblock-szekely-ambite-gupta-goel-muslea-lerman-mallick-interactivelymappingdatasourcesintothesemanticweb-2011', 'http://usc-isi-i2.github.io/slides/knoblock11-lisc-slides.pdf', event);\">\n    Interactively Mapping Data Sources into the Semantic Web.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/karma/\">Knoblock, C. A.</a>; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/szekely/publications.html\">Szekely, P.</a>; Ambite, J. L.; Gupta, S.; Goel, A.; Muslea, M.; <a class=\"bibbase author link\" href=\"https://www.isi.edu/people-lerman/publications/\">Lerman, K.</a>;  and Mallick, P.\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the First International Workshop on Linked Science 2011 in Conjunction with the 10th International Semantic Web Conference</i>, Bonn, Germany,  2011. \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://usc-isi-i2.github.io/slides/knoblock11-lisc-slides.pdf\"\n     onclick=\"log_download('knoblock-szekely-ambite-gupta-goel-muslea-lerman-mallick-interactivelymappingdatasourcesintothesemanticweb-2011', 'http://usc-isi-i2.github.io/slides/knoblock11-lisc-slides.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Interactively Mapping Data Sources into the Semantic Web [pdf]\"\n       title=\"Slides\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Slides</span></a>\n  &nbsp;\n  \n  <a href=\"http://CEUR-WS.org/Vol-783/\"\n     onclick=\"log_download('knoblock-szekely-ambite-gupta-goel-muslea-lerman-mallick-interactivelymappingdatasourcesintothesemanticweb-2011', 'http://CEUR-WS.org/Vol-783/', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/link.svg\"\n\t     alt=\"Interactively Mapping Data Sources into the Semantic Web [link]\"\n       title=\"Link\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Link</span></a>\n  &nbsp;\n  \n  <a href=\"http://usc-isi-i2.github.io/papers/knoblock11-lisc.pdf\"\n     onclick=\"log_download('knoblock-szekely-ambite-gupta-goel-muslea-lerman-mallick-interactivelymappingdatasourcesintothesemanticweb-2011', 'http://usc-isi-i2.github.io/papers/knoblock11-lisc.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Interactively Mapping Data Sources into the Semantic Web [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/knoblock-szekely-ambite-gupta-goel-muslea-lerman-mallick-interactivelymappingdatasourcesintothesemanticweb-2011\"\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>69 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('knoblock-szekely-ambite-gupta-goel-muslea-lerman-mallick-interactivelymappingdatasourcesintothesemanticweb-2011')\" -->\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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ knoblock11:lisc,\n  urlslides = {http://usc-isi-i2.github.io/slides/knoblock11-lisc-slides.pdf},\n  urllink = {http://CEUR-WS.org/Vol-783/},\n  title = {Interactively Mapping Data Sources into the Semantic Web},\n  booktitle = {Proceedings of the First International Workshop on Linked Science 2011 in Conjunction with the 10th International Semantic Web Conference},\n  author = {Craig A. Knoblock and Pedro Szekely and Jose Luis Ambite and Shubham Gupta and Aman Goel and Maria Muslea and Kristina Lerman and Parag Mallick},\n  year = {2011},\n  address = {Bonn, Germany},\n  keywords = {&quot;Source Modeling&quot;},\n  urlpaper = {http://usc-isi-i2.github.io/papers/knoblock11-lisc.pdf}\n}\n\n</pre>\n</div>\n\n\n\n</div>\n\n\n  <div class=\"bibbase_paper\" id=\"goel-knoblock-lerman-usingconditionalrandomfieldstoexploittokenstructureandlabelsforaccuratesemanticannotation-2011\">\n  <span class=\"bibbase_paper_titleauthoryear\">\n\n  \n  <span class=\"bibbase_paper_title\">\n  \n  \n  \n  <a href=\"http://usc-isi-i2.github.io/slides/goel11-aaai-poster.pdf\"\n     onclick=\"return trackOutboundLink('publications', 'click', 'goel-knoblock-lerman-usingconditionalrandomfieldstoexploittokenstructureandlabelsforaccuratesemanticannotation-2011', 'http://usc-isi-i2.github.io/slides/goel11-aaai-poster.pdf', event);\">\n    Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation.\n  </a>\n  \n  \n  \n</span>\n\n  <span class=\"bibbase_paper_author\">\n  Goel, A.; <a class=\"bibbase author link\" href=\"https://usc-isi-i2.github.io/karma/\">Knoblock, C. A.</a>;  and <a class=\"bibbase author link\" href=\"https://www.isi.edu/people-lerman/publications/\">Lerman, K.</a>\n</span>\n\n  \n\n</span>\n\n  In <i>Proceedings of the 25th National Conference on Artificial Intelligence (AAAI-11)</i>, San Francisco, CA,  2011. \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://usc-isi-i2.github.io/slides/goel11-aaai-poster.pdf\"\n     onclick=\"log_download('goel-knoblock-lerman-usingconditionalrandomfieldstoexploittokenstructureandlabelsforaccuratesemanticannotation-2011', 'http://usc-isi-i2.github.io/slides/goel11-aaai-poster.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation [pdf]\"\n       title=\"Presentation\"\n\t     class=\"bibbase_icon\"\n         ><span class=\"bibbase_icon_text\">Presentation</span></a>\n  &nbsp;\n  \n  <a href=\"http://usc-isi-i2.github.io/papers/goel11-aaai.pdf\"\n     onclick=\"log_download('goel-knoblock-lerman-usingconditionalrandomfieldstoexploittokenstructureandlabelsforaccuratesemanticannotation-2011', 'http://usc-isi-i2.github.io/papers/goel11-aaai.pdf', event.ctrlKey, event)\">\n    <img src=\"//bibbase.org/img/filetypes/pdf.svg\"\n\t     alt=\"Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation [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/goel-knoblock-lerman-usingconditionalrandomfieldstoexploittokenstructureandlabelsforaccuratesemanticannotation-2011\"\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>39 downloads</span>\n  </span>\n  \n\n  <!-- <a class=\"bibbase read link hidden\" -->\n  <!--    href=\"javascript:toggleRead('goel-knoblock-lerman-usingconditionalrandomfieldstoexploittokenstructureandlabelsforaccuratesemanticannotation-2011')\" -->\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</span>\n\n<div class=\"well well-small bibbase\" data-type=\"bibtex\"\n     style=\"display:none\">\n  <pre style=\"white-space: pre-wrap;\">@inproceedings{ goel11:aaai,\n  urlpresentation = {http://usc-isi-i2.github.io/slides/goel11-aaai-poster.pdf},\n  title = {Using Conditional Random Fields to Exploit Token Structure and Labels for Accurate Semantic Annotation},\n  booktitle = {Proceedings of the 25th National Conference on Artificial Intelligence (AAAI-11)},\n  author = {Aman Goel and Craig A. Knoblock and Kristina Lerman},\n  year = {2011},\n  address = {San Francisco, CA},\n  keywords = {&quot;Source Modeling&quot;},\n  urlpaper = {http://usc-isi-i2.github.io/papers/goel11-aaai.pdf}\n}\n\n\n</pre>\n</div>\n\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);