探索城市网络拓对隔离轨迹的影响
Alexander V Mantzaris1, Yuh-Haur Chen2, George-Rafael Domenikos3
1Department of Statistics and Data Science, University of Central Florida, 4000 University Bvld, Orlando, 32816, USA. alexander.mantzaris@ucf.edu.
Scientific reports
|August 19, 2024
概括
城市网络结构影响着人口的分离速度. 通过了解这些网络动态,城市规划者可以设计城市,阻止隔离,促进社会凝聚力.
科学领域:
- 社会物理学的社会物理.
- 城市规划 城市规划
- 计算社会科学 计算社会科学
背景情况:
- 社会隔离对有凝聚力的社会构成重大挑战.
- 模拟隔离动态对于制定有效的预防策略至关重要.
- 了解城市基础设施在社会动态中的作用是一个新兴的研究领域.
研究的目的:
- 调查城市网络拓是否会影响人口隔离的速度.
- 探索网络结构如何影响社会隔离的动态.
- 识别可以减轻隔离的网络属性.
主要方法:
- 增强了正规的舍林模型,对密集,均的区域进行了代理偏好.
- 用合成和现实世界的城市网络拓来进行模拟.
- 分析了分离率,并将它们与网络属性相关联,包括代理边缘度分布的.
主要成果:
- 不同的城市网络拓大大改变了人口隔离率.
- 代理边缘度分布的痕与隔离水平相关.
- 增强的谢林模型有效地捕捉了密度,同质性和网络结构在隔离中的相互作用.
结论:
- 城市网络设计可以成为影响和潜在降低隔离率的工具.
- 以物理学为灵感的建模,特别是度测量,为社会动态提供了宝贵的见解.
- 在城市规划过程中选择网络安排可以主动培养不太隔离的社区.
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