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arXiv 2111.04479cs.SIcs.CY
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ExtremeBB:一个用于大规模研究网络仇恨、骚扰、男圈(manosphere)与极端主义的数据库

ExtremeBB: A Database for Large-Scale Research into Online Hate, Harassment, the Manosphere and Extremism

Anh V. Vu, Lydia Wilson, Yi Ting Chua, Ilia Shumailov, Ross Anderson

AI总结:

本文提出 ExtremeBB 数据库,汇集 12 个极端主义论坛中 38.5k 用户的 53.5M 条帖子,用于大规模分析二十年来仇恨言论、极端意识形态演变及其与现实暴力的关联,并支持近实时监测和伦理数据共享。

摘要:

我们介绍 ExtremeBB,这是一个文本数据库,包含 12 个宣扬网络仇恨、骚扰、男圈(manosphere)及其他形式极端主义的极端主义公告板论坛上由 38.5k 名用户发布的超过 53.5M 条帖子。它支持对可追溯至二十年前的定性与定量历史趋势进行大规模分析:测量仇恨言论与毒性;追踪不同极端主义意识形态分支的演变;追踪网络亚文化、极端主义行为与现实世界暴力之间的关系;以及近实时地监测极端主义社区。这不仅可以揭示问题意识形态的传播,还可以揭示干预措施的有效性。ExtremeBB 配有一套健全的伦理数据共享机制,使我们能够与全球学术界共享数据。自 2020 年以来,已向来自 12 个机构的 16 个研究小组中的 49 名许可持有人授予访问权限。

英文摘要:

We introduce ExtremeBB, a textual database of over 53.5M posts made by 38.5k users on 12 extremist bulletin board forums promoting online hate, harassment, the manosphere and other forms of extremism. It enables large-scale analyses of qualitative and quantitative historical trends going back two decades: measuring hate speech and toxicity; tracing the evolution of different strands of extremist ideology; tracking the relationships between online subcultures, extremist behaviours, and real-world violence; and monitoring extremist communities in near real time. This can shed light not only on the spread of problematic ideologies but also the effectiveness of interventions. ExtremeBB comes with a robust ethical data-sharing regime that allows us to share data with academics worldwide. Since 2020, access has been granted to 49 licensees in 16 research groups from 12 institutions.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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