Characterizing Exploratory Behaviors on a Personal Visualization Interface Using Interaction Logs

dc.contributor.authorSukumar, Poorna Talkaden_US
dc.contributor.authorMartinez, Gonzalo J.en_US
dc.contributor.authorGrover, Teden_US
dc.contributor.authorMark, Gloriaen_US
dc.contributor.authorD'Mello, Sidney K.en_US
dc.contributor.authorChawla, Nitesh V.en_US
dc.contributor.authorMattingly, Stephen M.en_US
dc.contributor.authorStriegel, Aaron D.en_US
dc.contributor.editorKerren, Andreas and Garth, Christoph and Marai, G. Elisabetaen_US
dc.date.accessioned2020-05-24T13:52:00Z
dc.date.available2020-05-24T13:52:00Z
dc.date.issued2020
dc.description.abstractPersonal visualizations present a separate class of visualizations where users interact with their own data to draw inferences about themselves. In this paper, we study how a realistic understanding of personal visualizations can be gained from analyzing user interactions. We designed an interface presenting visualizations of the personal data gathered in a prior study and logged interactions from 369 participants as they each explored their own data. We found that the participants spent different amounts of time in exploring their data and used a variety of physical devices which could have affected their engagement with the visualizations. Our findings also suggest that the participants made more comparisons between their data instances than with the provided baselines and certain interface design choices, such as the ordering of options, influenced their exploratory behaviors.en_US
dc.description.sectionheadersMix: Color, Design, etc.
dc.description.seriesinformationEuroVis 2020 - Short Papers
dc.identifier.doi10.2312/evs.20201052
dc.identifier.isbn978-3-03868-106-9
dc.identifier.pages79-83
dc.identifier.urihttps://doi.org/10.2312/evs.20201052
dc.identifier.urihttps://diglib.eg.org:443/handle/10.2312/evs20201052
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/]
dc.titleCharacterizing Exploratory Behaviors on a Personal Visualization Interface Using Interaction Logsen_US
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