具有高度吸引力的事件揭示了在线社区话语中的语义和时间压缩
Antonio Desiderio1,2, Anna Mancini1,2, Giulio Cimini1,2
1Physics Department and INFN, University of Rome Tor Vergata, Via della Ricerca Scientifica, 1, Rome 00133, Italy.
PNAS nexus
|March 13, 2025
概括
现实世界的事件显著改变了Reddit上的在线讨论. 用户互动变得更加频繁和情绪化,用重复的语言,揭示数字痕迹中的模式.
科学领域:
- 计算社会科学 计算社会科学
- 数字通信研究 数字通信研究
- 在线行为社会学在线行为社会学.
背景情况:
- 在线平台促进了广泛的意见共享和互动.
- 了解现实世界的事件如何影响数字通信至关重要.
研究的目的:
- 调查线下事件对在线用户互动和行为的影响.
- 分析在线对话中的时间和语义变化.
主要方法:
- 利用Reddit的对话数据,利用其社区结构.
- 沿着时间和语义维度分析了在线对话 (帖子和评论).
主要成果:
- 在线对话表现出增加的重复,减少词汇多样性,更快的节奏和更强烈的情绪.
- 随着事件的临近,尽管语言更简单,但用户活动和受众的覆盖范围会随着事件的临近而扩大.
- 在各种事件和背景中发现了持久的模式.
结论:
- 线下事件在在线对话动态上留下明显的指纹.
- 用户行为和沟通模式在应对现实世界的事件时可预测地发生了变化.
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