Publikation:

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

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El-Assady_0-348623.pdf
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Datum

2016

Autor:innen

Collins, Christopher

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URI (zitierfähiger Link)
http://nbn-resolving.de/urn:nbn:de:bsz:352-0-348623
DOI (zitierfähiger Link)
https://doi.org/10.1111/cgf.12919
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Open Access-Veröffentlichung
Open Access Green

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Informatik und Informationswissenschaft: Publikationen
Politik- und Verwaltungswissenschaft: Publikationen
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Published

Erschienen in

Computer Graphics Forum. 2016, 35(3), pp. 431-440. ISSN 0167-7055. eISSN 1467-8659. Available under: doi: 10.1111/cgf.12919

Zusammenfassung

We 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.

Zusammenfassung in einer weiteren Sprache

Fachgebiet (DDC)
004 Informatik

Schlagwörter

Multi-Party Conversations, Visualization, Topic-Space Views

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ISO 690EL-ASSADY, Mennatallah, Valentin GOLD, Carmela ACEVEDO, Christopher COLLINS, Daniel A. KEIM, 2016. ConToVi : Multi-Party Conversation Exploration using Topic-Space Views. In: Computer Graphics Forum. 2016, 35(3), pp. 431-440. ISSN 0167-7055. eISSN 1467-8659. Available under: doi: 10.1111/cgf.12919
BibTex
@article{ElAssady2016-07-04ConTo-34882,
  year={2016},
  doi={10.1111/cgf.12919},
  title={ConToVi : Multi-Party Conversation Exploration using Topic-Space Views},
  number={3},
  volume={35},
  issn={0167-7055},
  journal={Computer Graphics Forum},
  pages={431--440},
  author={El-Assady, Mennatallah and Gold, Valentin and Acevedo, Carmela and Collins, Christopher and Keim, Daniel A.}
}
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Interner Vermerk

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