破坏仇恨:消除仇恨组织的平台对其在线观众的影响
Daniel Robert Thomas1, Laila A Wahedi1
1Meta, Menlo Park, CA 94025.
概括
从平台上删除在线仇恨团体的领导人减少了仇恨内容和参与度. 虽然发生了一些反击,但长期影响显示仇恨团体受众的在线活动和内容消费减少.
科学领域:
- 社会科学 社会科学 社会科学
- 计算机科学 计算机科学
- 在线行为分析分析在线行为分析
背景情况:
- 在线仇恨组织利用社交媒体平台招募和传播有害的意识形态.
- 了解平台干预对极端组织动态的影响对于内容调节和在线安全至关重要.
研究的目的:
- 调查在线仇恨组织的观众在他们的领导层从社交媒体平台被移除后的行为变化.
- 评估有针对性的网络中断在减轻仇恨言论的传播和减少极端主义网络中的参与方面的有效性.
主要方法:
- 对6个网络中断的分析,这些网络中断针对Facebook上指定和禁止的基于仇恨的组织.
- 使用差异差异方法来检查组织受众的在线参与.
- 追踪了仇恨内容的消费和生产以及网络参与模式.
主要成果:
- 网络中断导致仇恨内容的消费和生产总体减少.
- 观众的边缘成员在网络中的参与度下降.
- 核心成员的观众短期内表现出强烈的反响,但随着时间的推移,参与度和仇恨内容消费量有所减少.
结论:
- 针对性地删除在线仇恨组织的领导层,可以有效地降低他们的运营能力.
- 专注于移除领导力和网络退化的平台策略在打击在线仇恨方面表现有前途.
- 干预措施可以改变观众的行为,减少极端主义内容的参与和消费.
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