模拟意见误解和在线社会系统中沉默的出现
Daniele Vilone1,2, Eugenia Polizzi1
1LABSS (Laboratory of Agent Based Social Simulation), Institute of Cognitive Science and Technology, National Research Council (CNR), Rome, Italy.
PloS one
|January 11, 2024
概括
社交媒体用户往往因为"沉默的螺旋"而误解了观点的普遍性. 魅力的代理人可以使大多数人沉默,使少数人的观点看起来占主导地位.
科学领域:
- 社会科学 社会科学 社会科学
- 计算社会科学 计算社会科学
- 网络科学 网络科学
背景情况:
- 在网上社交网络中,越来越多地研究了错误的意见.
- 与实体群体相比,社交媒体群体具有独特的拓特征和规模.
研究的目的:
- 调查推动在社交媒体上误解意见的机制.
- 了解网络结构和代理行为在塑造感知意见分布中的作用.
主要方法:
- 我们使用数值模拟来模拟社交媒体网络中的代理互动.
- 该研究分析了网络拓和代理影响如何影响意见认知.
主要成果:
- 网络结构间接地影响了观点的误解.
- 由少数有影响力的代理人推动的"沉默螺旋"现象是误解的主要原因.
- 这种螺旋导致了多数人的沉默,膨胀了少数人的观点的普遍性.
结论:
- 在社交媒体中,错误的意见不仅仅是由于网络结构,而且主要是由社会动态驱动的.
- "沉默的螺旋"是一个关键的机制,解释为什么少数派的观点可以在网上广泛出现.
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