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Extremist discourse on alt-right sub-reddit: An Inferential Network Analysis Approach

  • Rodger van der Heijden
  • , Ellen Mans
  • , Tim Jongenelen
  • , Claudia Zucca
  • , Giuseppe Cascavilla

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Abstract

The use of extreme language in social networks is a problem of increasing relevance since it might be a driver of radicalization. Reddit is one of the platforms that provide a place for extremist groups to express themselves. Groups that share (extreme) opinions often contain both passive members and activists. The goal of the activists is to shape the perceptions of the wider public and attract support for their ideology. The current study’s aims are twofold. First, it explores the engagement patterns of activists in the alt-right groups on a conservative subreddit. Second, this study explores the role played by anger and extremist wording in shaping the discussions that take place in the sub-reddit. The study employs inferential network analysis, namely conditional uniform graphs tests and exponential random graph model, in combination with sentiment analysis. Our findings suggest that a small group of users is engaged in the alt-right sub-reddit a lot more than the average user, defining a profile for activism. Moreover, we observe a relationship between engaging in alt-right discussions in the sub-reddit and the sentiment of the users deduced from their posts. These results are a first step toward finding strategies to prevent online radicalization.
Original languageEnglish
Title of host publication2024 IEEE International Conference on Big Data, BigData 2024
EditorsWei Ding, Chang-Tien Lu, Fusheng Wang, Liping Di, Kesheng Wu, Jun Huan, Raghu Nambiar, Jundong Li, Filip Ilievski, Ricardo Baeza-Yates, Xiaohua Hu
PublisherInstitute of Electrical and Electronics Engineers
Pages2706-2713
Number of pages8
ISBN (Electronic)979-8-3503-6248-0
DOIs
Publication statusPublished - 16 Jan 2025
Externally publishedYes
Event2024 IEEE International Conference on Big Data, BigData 2024 - Washington, United States
Duration: 15 Dec 202418 Dec 2024

Conference

Conference2024 IEEE International Conference on Big Data, BigData 2024
Country/TerritoryUnited States
CityWashington
Period15/12/2418/12/24

Keywords

  • Optical fibers
  • Sentiment analysis
  • Social networking (online)
  • Shape
  • Law enforcement
  • Cause effect analysis
  • Oral communication
  • Network analyzers
  • Big Data
  • Monitoring
  • Social Network Analysis
  • Sentiment Analysis
  • Online Data
  • Social Networks

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