Mixing Modes: Active and Passive Integration of Speech, Text, and Visualization for Communicating Data Uncertainty

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dc.contributor.authorStokes, Chaseen_US
dc.contributor.authorSanker, Chelseaen_US
dc.contributor.authorCogley, Bridgeten_US
dc.contributor.authorSetlur, Vidyaen_US
dc.contributor.editorTominski, Christianen_US
dc.contributor.editorWaldner, Manuelaen_US
dc.contributor.editorWang, Beien_US
dc.date.accessioned2024-05-17T18:48:15Z
dc.date.available2024-05-17T18:48:15Z
dc.date.issued2024
dc.description.abstractInterpreting uncertain data can be difficult, particularly if the data presentation is complex. We investigate the efficacy of different modalities for representing data and how to combine the strengths of each modality to facilitate the communication of data uncertainty. We implemented two multimodal prototypes to explore the design space of integrating speech, text, and visualization elements. A preliminary evaluation with 20 participants from academic and industry communities demonstrates that there exists no one-size-fits-all approach for uncertainty communication strategies; rather, the effectiveness of conveying uncertain data is intertwined with user preferences and situational context, necessitating a more refined, multimodal strategy for future interface design. Materials for this paper can be found on OSF.en_US
dc.description.sectionheadersMerge Trees, Uncertainty, and Studies
dc.description.seriesinformationEuroVis 2024 - Short Papers
dc.identifier.doi10.2312/evs.20241072
dc.identifier.isbn978-3-03868-251-6
dc.identifier.pages5 pages
dc.identifier.urihttps://doi.org/10.2312/evs.20241072
dc.identifier.urihttps://diglib.eg.org/handle/10.2312/evs20241072
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Human-centered computing → Visualization; Interaction techniques
dc.subjectHuman centered computing → Visualization
dc.subjectInteraction techniques
dc.titleMixing Modes: Active and Passive Integration of Speech, Text, and Visualization for Communicating Data Uncertaintyen_US
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