ConToVi: Multi-Party Conversation Exploration using Topic-Space Views

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dc.contributor.authorEl-Assady, Mennatallahen_US
dc.contributor.authorGold, Valentinen_US
dc.contributor.authorAcevedo, Carmelaen_US
dc.contributor.authorCollins, Christopheren_US
dc.contributor.authorKeim, Danielen_US
dc.contributor.editorKwan-Liu Ma and Giuseppe Santucci and Jarke van Wijken_US
dc.date.accessioned2016-06-09T09:33:03Z
dc.date.available2016-06-09T09:33:03Z
dc.date.issued2016en_US
dc.description.abstractWe introduce a novel visual analytics approach to analyze speaker behavior patterns in multi-party conversations. We propose Topic-Space Views to track the movement of speakers across the thematic landscape of a conversation. Our tool is designed to assist political science scholars in exploring the dynamics of a conversation over time to generate and prove hypotheses about speaker interactions and behavior patterns. Moreover, we introduce a glyph-based representation for each speaker turn based on linguistic and statistical cues to abstract relevant text features. We present animated views for exploring the general behavior and interactions of speakers over time and interactive steady visualizations for the detailed analysis of a selection of speakers. Using a visual sedimentation metaphor we enable the analysts to track subtle changes in the flow of a conversation over time while keeping an overview of all past speaker turns. We evaluate our approach on real-world datasets and the results have been insightful to our domain experts.en_US
dc.description.number3en_US
dc.description.sectionheadersText and Document Dataen_US
dc.description.seriesinformationComputer Graphics Forumen_US
dc.description.volume35en_US
dc.identifier.doi10.1111/cgf.12919en_US
dc.identifier.issn1467-8659en_US
dc.identifier.pages431-440en_US
dc.identifier.urihttps://doi.org/10.1111/cgf.12919en_US
dc.identifier.urihttps://diglib.eg.org:443/handle/10
dc.publisherThe Eurographics Association and John Wiley & Sons Ltd.en_US
dc.titleConToVi: Multi-Party Conversation Exploration using Topic-Space Viewsen_US
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EuroVis16: Eurographics Conference on Visualization