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Election trolling: analyzing sentiment in tweets during pakistan elections 2013

Published: 07 April 2014 Publication History

Abstract

The use of Twitter as a discussion platform for political issues has led researchers to study its role in predicting election outcomes. This work studies a much neglected aspect of politics on Twitter namely "election trolling" whereby supporters of different political parties attack each other during election campaigns. We also propose a novel strategy to detect terms that are usually not associated with sentiment but are introduced by supporters of political parties to attack the opposing party. We demonstrate a lack of political maturity as evidenced through high percentage of political attacks in a developing region such as Pakistan.

References

[1]
M. Thelwall, K. Buckley, G. Paltoglou, D. Cai, and A. Kappas. Sentiment strength detection in short informal text. Journal of the American Society for Information Science and Technology, 61(12):2544--2558, 2010.
[2]
A. Tumasjan, T. O. Sprenger, P. G. Sandner, and I. M. Welpe. Predicting elections with twitter: What 140 characters reveal about political sentiment. ICWSM, 10:178--185, 2010.

Cited By

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  • (2024)Speech act of flaming: A pragmatic analysis of Twitter trolling in PakistanDiscourse & Society10.1177/0957926523122258935:4(499-517)Online publication date: 5-Feb-2024
  • (2024)Digital Democracy at Crossroads: A Meta-Analysis of Web and AI Influence on Global ElectionsCompanion Proceedings of the ACM Web Conference 202410.1145/3589335.3652003(1126-1129)Online publication date: 13-May-2024
  • (2022)Using Twitter to Characterize Public Opinion in Brazil During Political EventsResearch Anthology on Social Media's Influence on Government, Politics, and Social Movements10.4018/978-1-6684-7472-3.ch028(585-598)Online publication date: 26-Aug-2022
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Published In

cover image ACM Other conferences
WWW '14 Companion: Proceedings of the 23rd International Conference on World Wide Web
April 2014
1396 pages
ISBN:9781450327459
DOI:10.1145/2567948
Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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  • IW3C2: International World Wide Web Conference Committee

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 07 April 2014

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Author Tags

  1. political attacks
  2. sentiment
  3. trolling

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  • Poster

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WWW '14
Sponsor:
  • IW3C2

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Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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Cited By

View all
  • (2024)Speech act of flaming: A pragmatic analysis of Twitter trolling in PakistanDiscourse & Society10.1177/0957926523122258935:4(499-517)Online publication date: 5-Feb-2024
  • (2024)Digital Democracy at Crossroads: A Meta-Analysis of Web and AI Influence on Global ElectionsCompanion Proceedings of the ACM Web Conference 202410.1145/3589335.3652003(1126-1129)Online publication date: 13-May-2024
  • (2022)Using Twitter to Characterize Public Opinion in Brazil During Political EventsResearch Anthology on Social Media's Influence on Government, Politics, and Social Movements10.4018/978-1-6684-7472-3.ch028(585-598)Online publication date: 26-Aug-2022
  • (2022)Systematics Review on Detecting Cyberattack Threat by Social Network Analysis and Machine LearningProceedings of Seventh International Congress on Information and Communication Technology10.1007/978-981-19-1610-6_50(567-577)Online publication date: 27-Jul-2022
  • (2020)A Survey on Troll DetectionFuture Internet10.3390/fi1202003112:2(31)Online publication date: 10-Feb-2020
  • (2020)A Search for Optimal Feature in Political Sentiment Analysis2020 IEEE International Women in Engineering (WIE) Conference on Electrical and Computer Engineering (WIECON-ECE)10.1109/WIECON-ECE52138.2020.9397966(340-343)Online publication date: 26-Dec-2020
  • (2020)#Walangpasok on Twitter: Natural language processing as a method for analyzing tweets on class suspensions in the Philippines2020 12th International Conference on Knowledge and Smart Technology (KST)10.1109/KST48564.2020.9059411(103-108)Online publication date: Jan-2020
  • (2018)Exploring Media Bias and Toxicity in South Asian Political Discourse2018 12th International Conference on Open Source Systems and Technologies (ICOSST)10.1109/ICOSST.2018.8632183(01-08)Online publication date: Dec-2018
  • (2018)Characterization of Public Opinion on Political Events in Brazil Based on Twitter DataCollaboration and Technology10.1007/978-3-319-99504-5_9(105-116)Online publication date: 8-Aug-2018
  • (2016)Modeling Twitter acceptance and use under the risk of antisocial behaviorProceedings of the 8th ACM Conference on Web Science10.1145/2908131.2908182(312-314)Online publication date: 22-May-2016

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