Visualization by Demonstration: An Interaction Paradigm for Visual Data Exploration. Saket, B., Kim, H., Brown, E. T., & Endert, A. IEEE Transactions on Visualization and Computer Graphics, 23(1):331–340, January, 2017. doi abstract bibtex Although data visualization tools continue to improve, during the data exploration process many of them require users to manually specify visualization techniques, mappings, and parameters. In response, we present the Visualization by Demonstration paradigm, a novel interaction method for visual data exploration. A system which adopts this paradigm allows users to provide visual demonstrations of incremental changes to the visual representation. The system then recommends potential transformations (Visual Representation, Data Mapping, Axes, and View Specification transformations) from the given demonstrations. The user and the system continue to collaborate, incrementally producing more demonstrations and refining the transformations, until the most effective possible visualization is created. As a proof of concept, we present VisExemplar, a mixed-initiative prototype that allows users to explore their data by recommending appropriate transformations in response to the given demonstrations.
@article{saket_visualization_2017,
title = {Visualization by {Demonstration}: {An} {Interaction} {Paradigm} for {Visual} {Data} {Exploration}},
volume = {23},
issn = {2160-9306},
shorttitle = {Visualization by {Demonstration}},
doi = {10.1109/TVCG.2016.2598839},
abstract = {Although data visualization tools continue to improve, during the data exploration process many of them require users to manually specify visualization techniques, mappings, and parameters. In response, we present the Visualization by Demonstration paradigm, a novel interaction method for visual data exploration. A system which adopts this paradigm allows users to provide visual demonstrations of incremental changes to the visual representation. The system then recommends potential transformations (Visual Representation, Data Mapping, Axes, and View Specification transformations) from the given demonstrations. The user and the system continue to collaborate, incrementally producing more demonstrations and refining the transformations, until the most effective possible visualization is created. As a proof of concept, we present VisExemplar, a mixed-initiative prototype that allows users to explore their data by recommending appropriate transformations in response to the given demonstrations.},
number = {1},
journal = {IEEE Transactions on Visualization and Computer Graphics},
author = {Saket, Bahador and Kim, Hannah and Brown, Eli T. and Endert, Alex},
month = jan,
year = {2017},
keywords = {WHY - Evaluation of Tools and Systems, Type of Work: Tool/Software, HOW: ???, Maybe related. Generate (infovis) visualization via interaction, WHY: create visual designs that reflect a user's interests},
pages = {331--340},
file = {IEEE Xplore Abstract Record:C\:\\Users\\conny\\Zotero\\storage\\PTUPXNNN\\7539327.html:text/html}
}
Downloads: 0
{"_id":"gYvT7KZmNRuKLNBye","bibbaseid":"saket-kim-brown-endert-visualizationbydemonstrationaninteractionparadigmforvisualdataexploration-2017","authorIDs":[],"author_short":["Saket, B.","Kim, H.","Brown, E. T.","Endert, A."],"bibdata":{"bibtype":"article","type":"article","title":"Visualization by Demonstration: An Interaction Paradigm for Visual Data Exploration","volume":"23","issn":"2160-9306","shorttitle":"Visualization by Demonstration","doi":"10.1109/TVCG.2016.2598839","abstract":"Although data visualization tools continue to improve, during the data exploration process many of them require users to manually specify visualization techniques, mappings, and parameters. In response, we present the Visualization by Demonstration paradigm, a novel interaction method for visual data exploration. A system which adopts this paradigm allows users to provide visual demonstrations of incremental changes to the visual representation. The system then recommends potential transformations (Visual Representation, Data Mapping, Axes, and View Specification transformations) from the given demonstrations. The user and the system continue to collaborate, incrementally producing more demonstrations and refining the transformations, until the most effective possible visualization is created. As a proof of concept, we present VisExemplar, a mixed-initiative prototype that allows users to explore their data by recommending appropriate transformations in response to the given demonstrations.","number":"1","journal":"IEEE Transactions on Visualization and Computer Graphics","author":[{"propositions":[],"lastnames":["Saket"],"firstnames":["Bahador"],"suffixes":[]},{"propositions":[],"lastnames":["Kim"],"firstnames":["Hannah"],"suffixes":[]},{"propositions":[],"lastnames":["Brown"],"firstnames":["Eli","T."],"suffixes":[]},{"propositions":[],"lastnames":["Endert"],"firstnames":["Alex"],"suffixes":[]}],"month":"January","year":"2017","keywords":"WHY - Evaluation of Tools and Systems, Type of Work: Tool/Software, HOW: ???, Maybe related. Generate (infovis) visualization via interaction, WHY: create visual designs that reflect a user's interests","pages":"331–340","file":"IEEE Xplore Abstract Record:C\\:\\\\Users\\o̧nny\\\\Zotero\\\\storage\\\\PTUPXNNN\\\\7539327.html:text/html","bibtex":"@article{saket_visualization_2017,\n\ttitle = {Visualization by {Demonstration}: {An} {Interaction} {Paradigm} for {Visual} {Data} {Exploration}},\n\tvolume = {23},\n\tissn = {2160-9306},\n\tshorttitle = {Visualization by {Demonstration}},\n\tdoi = {10.1109/TVCG.2016.2598839},\n\tabstract = {Although data visualization tools continue to improve, during the data exploration process many of them require users to manually specify visualization techniques, mappings, and parameters. In response, we present the Visualization by Demonstration paradigm, a novel interaction method for visual data exploration. A system which adopts this paradigm allows users to provide visual demonstrations of incremental changes to the visual representation. The system then recommends potential transformations (Visual Representation, Data Mapping, Axes, and View Specification transformations) from the given demonstrations. The user and the system continue to collaborate, incrementally producing more demonstrations and refining the transformations, until the most effective possible visualization is created. As a proof of concept, we present VisExemplar, a mixed-initiative prototype that allows users to explore their data by recommending appropriate transformations in response to the given demonstrations.},\n\tnumber = {1},\n\tjournal = {IEEE Transactions on Visualization and Computer Graphics},\n\tauthor = {Saket, Bahador and Kim, Hannah and Brown, Eli T. and Endert, Alex},\n\tmonth = jan,\n\tyear = {2017},\n\tkeywords = {WHY - Evaluation of Tools and Systems, Type of Work: Tool/Software, HOW: ???, Maybe related. Generate (infovis) visualization via interaction, WHY: create visual designs that reflect a user's interests},\n\tpages = {331--340},\n\tfile = {IEEE Xplore Abstract Record:C\\:\\\\Users\\\\conny\\\\Zotero\\\\storage\\\\PTUPXNNN\\\\7539327.html:text/html}\n}\n\n","author_short":["Saket, B.","Kim, H.","Brown, E. T.","Endert, A."],"key":"saket_visualization_2017","id":"saket_visualization_2017","bibbaseid":"saket-kim-brown-endert-visualizationbydemonstrationaninteractionparadigmforvisualdataexploration-2017","role":"author","urls":{},"keyword":["WHY - Evaluation of Tools and Systems","Type of Work: Tool/Software","HOW: ???","Maybe related. Generate (infovis) visualization via interaction","WHY: create visual designs that reflect a user's interests"],"downloads":0},"bibtype":"article","biburl":"https://raw.githubusercontent.com/JKU-ICG/provenance-survey/master/assets/data/main.bib?token=AFMAFPFPO73YUVEBH3EL22C6YQDJU","creationDate":"2020-05-12T16:18:25.022Z","downloads":0,"keywords":["why - evaluation of tools and systems","type of work: tool/software","how: ???","maybe related. generate (infovis) visualization via interaction","why: create visual designs that reflect a user's interests"],"search_terms":["visualization","demonstration","interaction","paradigm","visual","data","exploration","saket","kim","brown","endert"],"title":"Visualization by Demonstration: An Interaction Paradigm for Visual Data Exploration","year":2017,"dataSources":["iLdxLZjd62Nd3rAFg"]}