Visualizing group dynamics based on multiparty meeting understanding

Ni Zhang, Tongtao Zhang, Indrani Bhattacharya, Heng Ji, Richard J. Radke

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Group discussions are usually aimed at sharing opinions, reaching consensus and making good decisions based on group knowledge. During a discussion, participants might adjust their own opinions as well as tune their attitudes towards others’ opinions, based on the unfolding interactions. In this paper, we demonstrate a framework to visualize such dynamics; at each instant of a conversation, the participants’ opinions and potential influence on their counterparts is easily visualized. We use multi-party meeting opinion mining based on bipartite graphs to extract opinions and calculate mutual influential factors, using the Lunar Survival Task as a study case.

Original languageEnglish (US)
Title of host publicationEMNLP 2018 - Conference on Empirical Methods in Natural Language Processing
Subtitle of host publicationSystem Demonstrations, Proceedings
PublisherAssociation for Computational Linguistics (ACL)
Pages96-101
Number of pages6
ISBN (Electronic)9781948087858
DOIs
StatePublished - 2018
Externally publishedYes
Event2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, EMNLP 2018 - Brussels, Belgium
Duration: Oct 31 2018Nov 4 2018

Publication series

NameEMNLP 2018 - Conference on Empirical Methods in Natural Language Processing: System Demonstrations, Proceedings

Conference

Conference2018 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, EMNLP 2018
Country/TerritoryBelgium
CityBrussels
Period10/31/1811/4/18

ASJC Scopus subject areas

  • Information Systems
  • Computational Theory and Mathematics
  • Computer Science Applications

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