在社交网络中塑造意见,并禁止影子禁令
1School of Management, Yale University, New Haven, Connecticut, United States of America.
PloS one
|March 27, 2024
概括
影子禁令是一种社交媒体内容调节政策,可以优化以操纵用户意见和两极分化. 这种优化方法可以被平台滥用,以微妙地影响用户而不被检测.
科学领域:
- 计算社会科学 计算社会科学
- 网络科学 网络科学
- 社交媒体分析 社交媒体分析
背景情况:
- 社交网络上的有害内容和错误信息需要内容调节.
- 影子禁令是一种限制内容可见性的方法,是关键的节制政策.
- 滥用影子禁令来操纵论的可能性构成重大风险.
研究的目的:
- 开发一种基于优化的方法来进行影子禁令.
- 证明将用户意见塑造为所需的发行版的能力.
- 分析大型网络上的影子禁令政策的可扩展性.
主要方法:
- 开发了一个基于优化的框架来实施影子禁用策略.
- 在真实网络拓上进行了模拟,以测试政策的有效性.
- 该方法被评估为其改变意见和改变两极分化水平的能力.
主要成果:
- 影子禁令政策可以有效地改变用户的意见,调节意见两极分化.
- 优化方法可扩展到大型网络大小.
- 旨在改变意见的政策可能显得中立,掩盖操纵意图.
结论:
- 影子禁令是社交网络中操纵论的强大工具.
- 社交媒体平台未被检测到的滥用潜力是一个重大问题.
- 需要进一步的研究来理解和减轻与影子禁令相关的风险.
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