Determining leadership in contentious discussions
|Determining leadership in contentious discussions|
|Author(s)||Jain S., Hovy E.|
|Published in||Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013|
|Keyword(s)||contentious discussion, discussion leader discovery, discussion participant role, natural language processing, social multimedia, Wikipedia (Extra: contentious discussion, discussion leader discovery, discussion participant role, NAtural language processing, social multimedia, Wikipedia, Natural language processing systems, Exhibitions)|
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Determining leadership in contentious discussions is a 2013 conference paper written in English by Jain S., Hovy E. and published in Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013.
Participants in online decision making environments assume different roles. Especially in contentious discussions, the outcome often depends critically on the discussion leader(s). Recent work on automated leadership analysis has focused on collaborations where all the participants have the same goal. In this paper we focus on contentious discussions, in which the participants have different goals based on their opinion, which makes the notion of leader very different. We analyze discussions on the Wikipedia Articles for Deletion (AfD) forum. We define two complimentary models, Content Leader and SilentOut Leader. The models quantify the basic leadership qualities of participants and assign leadership points to them. We compare the correlation between the leaders' rank produced by the two models using the Spearman Coefficient. We also propose a method to verify the quality of the leaders identified by each model.
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