通过优先用户利的回声室形成
Henrique Ferraz de Arruda1,2, Kleber Andrade Oliveira1, Yamir Moreno1,3,4
1CENTAI Institute, Turin, Italy.
iScience
|December 2, 2024
概括
社交媒体上的优先用户可以减少两极分化,但如果用户固执,可能会使回声室恶化. 极端主义的意识形态可以将共识转变为两极分化.
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:
- 社交媒体平台使用推算法来推广优先用户 (例如,经过验证的个人资料) 的内容.
- 这些优先用户对论动态的影响,特别是两极分化和回声室的形成,仍然不够理解.
研究的目的:
- 调查优先用户对社交媒体环境中的意见动态的影响.
- 探索平台优先级政策如何影响两极分化和回声室效应.
主要方法:
- 计算建模是在一个风格化的社交媒体环境中使用的.
- 该研究引入了优先级用户帐户,并将固的用户行为纳入模型.
主要成果:
- 引入优先用户最初在模型中减轻了两极分化.
- 然而,将固的用户行为纳入其中反转了这种效应,加剧了回声室的形成.
- 一个小组极端主义意识形态被证明可以触发从共识到两极分化的过渡.
结论:
- 平台优先级政策需要仔细监控,以防止特定用户群体扩大影响力.
- 这些发现突出了算法优先级,用户行为以及两极化和回声室的出现之间的复杂相互作用.
- 了解这些动态对于减轻潜在的滥用和促进更健康的在线话语至关重要.
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