早晨和晚上使用习惯增加了错误信息的传播
Elisabeth Stockinger1, Riccardo Gallotti2, Carina I Hausladen3
1Computational Social Science, Department of Humanities, Social and Political Sciences, ETH Zurich, Zurich, 8092, Switzerland. elisabeth.stockinger@live.at.
Scientific reports
|August 30, 2024
概括
晚上社交媒体用户更有可能传播错误信息,特别是在晚上. 了解用户活动模式可以帮助打击在线操纵并保护认知自主权.
科学领域:
- 社会科学 社会科学 社会科学
- 心理学 心理学 心理学
- 计算机科学 计算机科学
背景情况:
- 社交媒体的操纵威胁着认知自主性和意见形成.
- 以前的研究将在线活动与情绪,认知负载和环境联系起来.
- 对一天中的时间对错误信息传播的影响的理解有限.
研究的目的:
- 调查用户活动时间模式与错误信息易感性之间的相关性.
- 分析日间行为原型对内容传播的影响.
- 确定特定的用户群体和易受错误信息影响的时间.
主要方法:
- 对Twitter (现为X) 数据进行定量分析.
- 检查用户一整天的活动模式.
- 活动模式与日间行为原型的调整.
主要成果:
- 在用户活动时间模式和传播潜在的虚假信息内容之间发现了强烈的相关性.
- 晚间类型显示出明显更高的倾向传播错误信息.
- 错误信息的传播在夜间更为普遍.
结论:
- 用户活动时间模式是对错误信息易受影响的关键指标.
- 晚上的人群是有针对性的错误信息干预的关键人口统计.
- 了解日常模式可以开发策略来缓解在线操纵.
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