Investigating the Manual View Specification and Visualization by Demonstration Paradigms for Visualization Construction

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dc.contributor.authorSaket, Bahadoren_US
dc.contributor.authorEndert, Alexen_US
dc.contributor.editorGleicher, Michael and Viola, Ivan and Leitte, Heikeen_US
dc.date.accessioned2019-06-02T18:28:54Z
dc.date.available2019-06-02T18:28:54Z
dc.date.issued2019
dc.description.abstractAbstract Interactivity plays an important role in data visualization. Therefore, understanding how people create visualizations given different interaction paradigms provides empirical evidence to inform interaction design. We present a two-phase study comparing people's visualization construction processes using two visualization tools: one implementing the manual view specification paradigm (Polestar) and another implementing visualization by demonstration (VisExemplar). Findings of our study indicate that the choice of interaction paradigm influences the visualization construction in terms of: 1) the overall effectiveness, 2) how participants phrase their goals, and 3) their perceived control and engagement. Based on our findings, we discuss trade-offs and open challenges with these interaction paradigms.en_US
dc.description.number3
dc.description.sectionheadersInteraction Techniques
dc.description.seriesinformationComputer Graphics Forum
dc.description.volume38
dc.identifier.doi10.1111/cgf.13718
dc.identifier.issn1467-8659
dc.identifier.pages663-674
dc.identifier.urihttps://doi.org/10.1111/cgf.13718
dc.identifier.urihttps://diglib.eg.org:443/handle/10.1111/cgf13718
dc.publisherThe Eurographics Association and John Wiley & Sons Ltd.en_US
dc.subjectHuman
dc.subjectcentered computing
dc.subjectHuman computer interaction
dc.subjectVisual Analytics
dc.titleInvestigating the Manual View Specification and Visualization by Demonstration Paradigms for Visualization Constructionen_US
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