Analyzing the targets of hate in online social media

Leandro Silva, Mainack Mondal, Denzil Correa, Fabrício Benevenuto, Ingmar Weber

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

34 Citations (Scopus)

Abstract

Social media systems allow Internet users a congenial platform to freely express their thoughts and opinions. Although this property represents incredible and unique communication opportunities, it also brings along important challenges. Online hate speech is an archetypal example of such challenges. Despite its magnitude and scale, there is a significant gap in understanding the nature of hate speech on social media. In this paper, we provide the first of a kind systematic large scale measurement study of the main targets of hate speech in online social media. To do that, we gather traces from two social media systems: Whisper and Twitter. We then develop and validate a methodology to identify hate speech on both these systems. Our results identify online hate speech forms and offer a broader understanding of the phenomenon, providing directions for prevention and detection approaches.

Original languageEnglish
Title of host publicationProceedings of the 10th International Conference on Web and Social Media, ICWSM 2016
PublisherAAAI Press
Pages687-690
Number of pages4
ISBN (Electronic)9781577357582
Publication statusPublished - 2016
Event10th International Conference on Web and Social Media, ICWSM 2016 - Cologne, Germany
Duration: 17 May 201620 May 2016

Other

Other10th International Conference on Web and Social Media, ICWSM 2016
CountryGermany
CityCologne
Period17/5/1620/5/16

Fingerprint

Internet
Communication

ASJC Scopus subject areas

  • Computer Networks and Communications

Cite this

Silva, L., Mondal, M., Correa, D., Benevenuto, F., & Weber, I. (2016). Analyzing the targets of hate in online social media. In Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016 (pp. 687-690). AAAI Press.

Analyzing the targets of hate in online social media. / Silva, Leandro; Mondal, Mainack; Correa, Denzil; Benevenuto, Fabrício; Weber, Ingmar.

Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, 2016. p. 687-690.

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

Silva, L, Mondal, M, Correa, D, Benevenuto, F & Weber, I 2016, Analyzing the targets of hate in online social media. in Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, pp. 687-690, 10th International Conference on Web and Social Media, ICWSM 2016, Cologne, Germany, 17/5/16.
Silva L, Mondal M, Correa D, Benevenuto F, Weber I. Analyzing the targets of hate in online social media. In Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press. 2016. p. 687-690
Silva, Leandro ; Mondal, Mainack ; Correa, Denzil ; Benevenuto, Fabrício ; Weber, Ingmar. / Analyzing the targets of hate in online social media. Proceedings of the 10th International Conference on Web and Social Media, ICWSM 2016. AAAI Press, 2016. pp. 687-690
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