Evaluating the Effectiveness of Deplatforming as a Moderation Strategy on Twitter

要旨

Deplatforming refers to the permanent ban of controversial public figures with large followings on social media sites. In recent years, platforms like Facebook, Twitter and YouTube have deplatformed many influencers to curb the spread of offensive speech. We present a case study of three high-profile influencers who were deplatformed on Twitter—Alex Jones, Milo Yiannopoulos, and Owen Benjamin. Working with over 49M tweets, we found that deplatforming significantly reduced the number of conversations about all three individuals on Twitter. Further, analyzing the Twitter-wide activity of these influencers’ supporters, we show that the overall activity and toxicity levels of supporters declined after deplatforming. We contribute a methodological framework to systematically examine the effectiveness of moderation interventions and discuss broader implications of using deplatforming as a moderation strategy.

受賞
Honorable Mention
著者
Shagun Jhaver
Rutgers University, New Brunswick, New Jersey, United States
Christian Boylston
Georgia Institute of Technology, Atlanta, Georgia, United States
Diyi Yang
Georgia Institute of Technology, Atlanta, Georgia, United States
Amy Bruckman
Georgia Institute of Technology, Atlanta, Georgia, United States
論文URL

https://doi.org/10.1145/3479525

動画

会議: CSCW2021

The 24th ACM Conference on Computer-Supported Cooperative Work and Social Computing

セッション: Antisocial Computing

Papers Room A
8 件の発表
2021-10-26 19:00:00
2021-10-26 20:30:00