Characterizing Retweet Bots: The Case of Black Market Accounts

Details

Serval ID
serval:BIB_6D03D908365D
Type
Article: article from journal or magazin.
Collection
Publications
Title
Characterizing Retweet Bots: The Case of Black Market Accounts
Journal
Proceedings of the International AAAI Conference on Web and Social Media
Author(s)
Tuğrulcan Elmas, Rebekah Overdorf, Karl Aberer
ISSN
2334-0770
2162-3449
Publication state
Published
Issued date
31/05/2022
Peer-reviewed
Oui
Language
english
Abstract
<jats:p>Malicious Twitter bots are detrimental to public discourse on social media. Past studies have looked at spammers, fake followers, and astroturfing bots, but retweet bots, which artificially inflate content, are not well understood. We present the first study focusing exclusively on retweet bots. We characterize retweet bots that have been uncovered by purchasing retweets from the black market. We detect whether they are fake or genuine accounts involved in inauthentic activities and what they do in order to appear legitimate. We also analyze their differences from human-controlled accounts. From our findings on the nature and life-cycle of retweet bots, we also point out several inconsistencies between the retweet bots used in this work and bots studied in prior works. Our findings challenge some of the fundamental assumptions related to bots and in particular how to detect them.</jats:p>
Create date
25/09/2023 11:57
Last modification date
22/01/2024 16:40
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