意见模型中的振荡和可刺激的动态与小组意见
Corbit R Sampson1, Juan G Restrepo1, Mason A Porter2
1University of Colorado at Boulder, Department of Applied Mathematics, Colorado 80309, USA.
Physical review. E
|September 16, 2025
概括
将群体意见引入基于代理的模型揭示了复杂的动态. 这项研究表明,群体意见可以导致自我持续的振荡或社会潮流在意见动态.
科学领域:
- 社交网络分析分析
- 计算社会科学 计算社会科学
- 数学建模的数学建模
背景情况:
- 传统的意见动态模型侧重于代理人之间的双对相互作用.
- 现实世界的场景往往涉及团体持有的集体意见,与个人意见不同.
研究的目的:
- 调查群体意见对意见动态的影响.
- 开发和分析一个包含个人和团体意见的超图模型.
主要方法:
- 制定一个超图模型,其中代理人和三人组都有意见.
- 通过二次和群体相互作用来检查意见演变.
- 开发平均场近似和与数值模拟进行比较.
主要成果:
- 群体的意见可以诱导振荡和易受刺激的意见动态.
- 振荡力学在平均意见中具有自我维持的振荡.
- 易受刺激的动态会导致短暂的,大规模的论波动,类似于社会潮流.
- 振荡动力学与无关的二和多相互作用有关.
结论:
- 多元结构,像群体一样,显著影响集体论的动态.
- 开发的超图模型为复杂的意见演变提供了洞察力.
- 平均场近似有效地捕捉了模型的行为.
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