众包减少虚假信息和错误信息:Reddit 上基于社区的自发审核案例

Q1 Social Sciences
Giulio Corsi , Elizabeth Seger , Sean Ó hÉigeartaigh
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引用次数: 0

摘要

基于社区的内容节制是一种利用用户生成的知识来影响在线内容的排名和显示的方法,被认为是打击虚假信息和错误信息的潜在工具。本研究对 Reddit 上的这一现象进行了研究,Reddit 采用的是基于用户向上投票和向下投票的全平台内容排名系统。通过授权用户影响内容可见度,Reddit 的系统成为了一种自然形成的社区调节机制,为分析用户如何参与这一系统提供了机会。以气候变化相关讨论为重点,我们观察到,在这一领域,Reddit 用户会自发地对低可信度内容进行审核,尽管这一效果的大小在不同的 Subreddits 中有所不同。我们还发现了内容删除率的时空波动,这表明了受平台政策和社会政治因素影响的动态和上下文依赖模式。这些发现凸显了基于社区的审核在减少网络虚假信息方面的潜力,为开发强大的社交媒体审核框架提供了宝贵的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Crowdsourcing the Mitigation of disinformation and misinformation: The case of spontaneous community-based moderation on Reddit
Community-based content moderation, an approach that utilises user-generated knowledge to shape the ranking and display of online content, is recognised as a potential tool in combating disinformation and misinformation. This study examines this phenomenon on Reddit, which employs a platform-wide content ranking system based on user upvotes and downvotes. By empowering users to influence content visibility, Reddit's system serves as a naturally occurring community moderation mechanism, providing an opportunity to analyse how users engage with this system. Focusing on discussions related to climate change, we observe that in this domain, low-credibility content is spontaneously moderated by Reddit users, although the magnitude of this effect varies across Subreddits. We also identify temporal fluctuations in content removal rates, indicating dynamic and context-dependent patterns influenced by platform policies and socio-political factors. These findings highlight the potential of community-based moderation in mitigating online false information, offering valuable insights for the development of robust social media moderation frameworks.
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来源期刊
Online Social Networks and Media
Online Social Networks and Media Social Sciences-Communication
CiteScore
10.60
自引率
0.00%
发文量
32
审稿时长
44 days
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