Perspective analysis for online debates

Sukru Tikves; Sedat Gokalp; Mhamed Temkit; Sujogya Banerjee; Jieping Ye; Hasan Davulcu

doi:10.1109/ASONAM.2012.161

Perspective analysis for online debates

Sukru Tikves, Sedat Gokalp, Mhamed Temkit, Sujogya Banerjee, Jieping Ye, Hasan Davulcu

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

3 Scopus citations

Abstract

Internet and social media devices created a new public space for online debate on political and social topics. A debate is defined as a formal discussion on a set of related topics in a public meeting, in which opposing perspectives and arguments are put forward. In this paper, we develop automated perspective discovery techniques which would contribute to the understanding of features (i.e. social, political, cultural, religious beliefs, goals, and practices) shared by each side of the debate. Secondly, we show that, compared to a semi-automated process, our perspective discovery algorithms not only identify larger number of relevant features, but they also yield a higher accuracy scaling of moderate to extreme organizations on both sides of a debate.

Original language	English (US)
Title of host publication	Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012
Pages	898-905
Number of pages	8
DOIs	https://doi.org/10.1109/ASONAM.2012.161
State	Published - 2012
Event	2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012 - Istanbul, Turkey Duration: Aug 26 2012 → Aug 29 2012

Publication series

Name	Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012

Other

Other	2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012
Country/Territory	Turkey
City	Istanbul
Period	8/26/12 → 8/29/12

ASJC Scopus subject areas

Computer Networks and Communications
Software

Access to Document

10.1109/ASONAM.2012.161

Cite this

Tikves, S., Gokalp, S., Temkit, M., Banerjee, S., Ye, J., & Davulcu, H. (2012). Perspective analysis for online debates. In Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012 (pp. 898-905). Article 6425645 (Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012). https://doi.org/10.1109/ASONAM.2012.161

Perspective analysis for online debates. / Tikves, Sukru; Gokalp, Sedat; Temkit, Mhamed et al.
Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. 2012. p. 898-905 6425645 (Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Tikves, S, Gokalp, S, Temkit, M, Banerjee, S, Ye, J & Davulcu, H 2012, Perspective analysis for online debates. in Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012., 6425645, Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012, pp. 898-905, 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012, Istanbul, Turkey, 8/26/12. https://doi.org/10.1109/ASONAM.2012.161

Tikves S, Gokalp S, Temkit M, Banerjee S, Ye J, Davulcu H. Perspective analysis for online debates. In Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012. 2012. p. 898-905. 6425645. (Proceedings of the 2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2012). doi: 10.1109/ASONAM.2012.161

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Perspective analysis for online debates

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