运动对社交网络结构的贡献和在简单和复杂的传输下传播动态
Michael Chimento1,2,3, Damien R Farine3,4,5
1Cognitive and Cultural Ecology Research Group, Max Planck Institute of Animal Behavior, Radolfzell, Germany.
概括
社会和空间行为塑造社会网络结构,影响信息和疾病的传播方式. 了解这种接口是预测复杂系统中传输动态的关键.
科学领域:
- 网络科学 网络科学
- 计算社会科学 计算社会科学
- 流行病学 流行病学
背景情况:
- 社交网络结构是传播动态的关键决定因素.
- 信息或疾病的传播取决于空间运动和社会互动规则.
- 空间和社会行为之间的相互作用塑造了新兴网络属性.
研究的目的:
- 研究社会空间界面对传播动态的影响.
- 量化各种运动和社会传播规则对网络结构和行为传播的影响.
- 分析动态与静态网络表示如何影响对传输的理解.
主要方法:
- 利用模拟模型来探索社会空间动态.
- 量化了不同运动规则 (局部化,半局部化,游牧,基于资源) 的影响.
- 评估各种社会传播规则 (简单,反合规,比例,合规,值).
主要成果:
- 移动规则对网络拓产生了重大影响:局部化的移动导致了稀疏网络,游牧到密集,以及基于资源的模块化网络.
- 差价比率根据移动和传输规则组合而变化.
- 在静态和动态网络模拟中,传输规则有效性的排名有所不同.
结论:
- 个人的社会和空间行为对于塑造新兴网络结构至关重要.
- 社会空间接口对信息传播有重大影响,特别是在复杂的传输规则下.
- 动态网络表示对于在某些传输规则下准确建模传播至关重要.
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