一个关于干预摩擦的观点,以制错误信息的传播
Laura Jahn1, Rasmus K Rendsvig1, Alessandro Flammini2
1Center for Information and Bubble Studies, University of Copenhagen, Copenhagen, Denmark.
概括
增加社交媒体共享的摩擦,加上对社区标准的用户教育,可能会提高内容质量. 然而,过度的摩擦可能会产生反作用,强调需要平衡的干预.
科学领域:
- 社交媒体研究 社交媒体研究
- 行为经济学是一种行为经济学.
- 信息科学 信息科学
背景情况:
- 社交媒体促进了信息的快速传播,通常包括低质量,高参与度的内容.
- 行为设计措施,称为"摩擦",可以使内容共享更难以潜在地提高质量.
研究的目的:
- 提出和评估一个可扩展的实地实验,研究摩擦对在线内容质量的影响.
- 评估摩擦和教育用户的社区标准的学习组件的结合效应.
主要方法:
- 基于代理的建模用于初步模拟.
- 设计一个可扩展的实地实验,包括摩擦和教育干预措施.
- 对模拟结果进行分析,对量,质量和摩擦水平进行分析.
主要成果:
- 摩擦本身可能会减少后体积而不会提高质量.
- 将摩擦与学习组件相结合,可以显著提高平均后期质量.
- 过度的摩擦似乎是反作用的,这表明存在一个最佳水平.
结论:
- 结合摩擦和用户教育的平衡方法有望改善在线内容质量.
- 基于这些发现,可以设计最小入侵的实验干预措施.
- 进一步的研究应该探索摩擦的精确校准,以获得最大的积极影响.
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