Analyzing Twitter Users’ Behavior Before and After Contact by the Russia's Internet Research Agency

要旨

Social media platforms have been exploited to conduct election interference in recent years. In particular, the Russian-backed Internet Research Agency (IRA) has been identified as a key source of misinformation spread on Twitter prior to the 2016 U.S. presidential election. The goal of this research is to understand whether general Twitter users changed their behavior in the year following first contact from an IRA account. We compare the before and after behavior of contacted users to determine whether there were differences in their mean tweet count, the sentiment of their tweets, and the frequency and sentiment of tweets mentioning@realDonaldTrump or @HillaryClinton. Our results indicate that users overall exhibited statistically significant changes in behavior across most of these metrics, and that those users that engaged with the IRA generally showed greater changes in behavior.

著者
Upasana Dutta
University of Colorado Boulder, Boulder, Colorado, United States
Rhett Hanscom
University of Colorado, Boulder, Colorado, United States
Jason Shuo Zhang
University of Colorado Boulder, Boulder, Colorado, United States
Richard Han
University of Colorado Boulder, Boulder, Colorado, United States
Tamara Lehman
University of Colorado Boulder, Boulder, Colorado, United States
Qin Lv
University of Colorado Boulder, Boulder, Colorado, United States
Shivakant Mishra
University of Colorado, Boulder, Colorado, United States
論文URL

https://doi.org/10.1145/3449164

動画

会議: CSCW2021

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

セッション: Misinformation, Conspiracies, and Manipulations

Papers Room E
8 件の発表
2021-10-27 19:00:00
2021-10-27 20:30:00