意识形态和两极分化在社交媒体上制定了议程
Edoardo Loru1, Alessandro Galeazzi2, Anita Bonetti3
1Department of Computer, Control and Management Engineering, Sapienza University of Rome, Rome, Italy. edoardo.loru@uniroma1.it.
Scientific reports
|October 14, 2025
概括
社交媒体的讨论是由意识形态对齐驱动的,而不仅仅是知名演员. 用户在气候变化,COVID-19,俄乌战争等主题上形成两极分化的社区,显示出一致的意识形态分歧.
科学领域:
- 社会科学 社会科学 社会科学
- 沟通研究 沟通研究
- 计算社会科学 计算社会科学
背景情况:
- 社交媒体平台已经成为公共话语的核心.
- 了解在线参与的驱动因素在数字时代至关重要.
- 以前的研究往往侧重于演员的影响,而不是潜在的用户对齐.
研究的目的:
- 分析全球主要辩论中在线话语的结构动态.
- 调查演员突出地位与意识形态一致性在塑造参与中的作用.
- 在社交媒体讨论中识别两极分化模式.
主要方法:
- 从三个不同的全球辩论中分析了大规模的Twitter (现在是X) 数据.
- 检查用户参与模式和社区形成.
- 统计分析,以对不同主题的意识形态立场进行相关联.
主要成果:
- 意识形态对齐,而不是特定的参与者类型 (例如,媒体,活动家),主要影响在线讨论.
- 用户始终形成两极分化的社区,在一个辩论中的立场预测了其他辩论中的立场.
- 选择性曝光和共享叙事更加强了两极分化,而不是单个演员的影响.
结论:
- 意识形态对齐是构建在线话语和信息传播的关键因素.
- 两极化是一个跨主题的现象,反映了更广泛的社会分裂.
- 未来的研究应该考虑意识形态对齐作为社交媒体分析的主要驱动力.
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