审计埃隆·马斯克对仇恨言论和机器人的影响

Daniel Hickey, Matheus Schmitz, Daniel Fessler, Paul E. Smaldino, Goran Muric, Keith Burghardt
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引用次数: 4

摘要

2022年10月27日,埃隆·马斯克收购了推特,成为其新任首席执行官,并在此过程中解雇了许多高管。马斯克将减少对内容审核的限制和消除垃圾邮件机器人列为他的平台目标。鉴于先前对网络社区节制和仇恨言论的研究结果,不那么严格的内容节制的承诺引发了人们对Twitter上仇恨情绪上升的担忧。我们研究了马斯克收购该平台前后仇恨言论的水平和机器人的流行程度。我们发现,在马斯克收购Twitter后,仇恨言论急剧增加,大多数类型的机器人的普及率都有所增加,而人造草坪机器人的普及率则有所下降。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Auditing Elon Musk’s Impact on Hate Speech and Bots
On October 27th, 2022, Elon Musk purchased Twitter, becoming its new CEO and firing many top executives in the process. Musk listed fewer restrictions on content moderation and removal of spam bots among his goals for the platform. Given findings of prior research on moderation and hate speech in online communities, the promise of less strict content moderation poses the concern that hate will rise on Twitter. We examine the levels of hate speech and prevalence of bots before and after Musk's acquisition of the platform. We find that hate speech rose dramatically upon Musk purchasing Twitter and the prevalence of most types of bots increased, while the prevalence of astroturf bots decreased.
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