在基于代理的模型中共同发展的意见和社会动态网络
Nataša Djurdjevac Conrad1, Nhu Quang Vu1,2, Sören Nagel1
1Zuse Institute Berlin, 14195 Berlin, Germany.
Chaos (Woodbury, N.Y.)
|September 17, 2024
概括
数字社交媒体推动了论和社会互动的共同进化. 我们的模型显示了社会关系和观点如何动态地相互影响,影响集体结果和像回声室这样的现象.
科学领域:
- 计算社会科学 计算社会科学
- 网络科学 网络科学
- 社会学 社会学 社会学
背景情况:
- 数字社交媒体放大了公众意见和社会互动的共同演变.
- 现有的研究往往将这种模式视为单向,从意见到社会关系.
- 这忽视了社会动态对论形成的相互影响.
研究的目的:
- 引入一种共同发展的意见和社会动态的模型.
- 分析新出现的现象背后的机制,如回声室和共识.
- 将模型应用于真实世界的数据以进行验证.
主要方法:
- 基于随机代理的建模.
- 代理人的流动性受到社会和意见相似性的影响.
- 由社会邻近感驱动的意见形成.
主要成果:
- 该模型捕捉了社会联系和意见演变之间的动态相互作用.
- 对社会和意见网络的分析揭示了关键的交互机制.
- 成功应用于关于政治身份的一般社会调查数据.
结论:
- 社会互动和观点动态地共同发展,影响社会结构.
- 该模型为理解复杂的社会现象提供了一个框架.
- 展示了基于代理的模型在社会科学研究中的实用性.
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