物理学报2011，Vol.60Issue(4)：46-52,7.
基于随机矩阵理论的城市人群移动行为分析
Analysis of urban human mobility behavior based on random matrix theory
摘要
Abstract
Mobile communication applications provide a unique data source for the research of human mobility pattern. Based on the distribution data of urban mobile phone users, in this paper is explored the macroscopic dynamical behavior of urban mobility human by using the method of random matrix theory. The largest eigenvalue and the corresponding eigenvector of mobile phone user data deviate far from the distribution of random matrix. The deviations from random matrix vary with time. We find that the largest eigenvalue corresponds to a whole behavior common to all urban human mobility. The results indicate the temporal trends of the mean of correlation coefficient and the largest eigenvalue. We also find that the spatio temporal evolution of the weight of eigenvector components for the eigenvector corresponding to the largest eigenvalue is very consistent with the fluctuation pattern of the macroscopic behavior of urban human mobility.关键词
随机矩阵理论/移动人群/宏观行为Key words
random matrix theory/ mobility human/ macroscopic behavior引用本文复制引用
徐赞新,王钺,司洪波,冯振明..基于随机矩阵理论的城市人群移动行为分析[J].物理学报,2011,60(4):46-52,7.基金项目
国家自然科学基金(批准号:60674048,60603068,60772053,60672142,60932005),国家重点基础研究发展计划(批准号:2007CB307100-2007CB307105)资助的课题. （批准号:60674048,60603068,60772053,60672142,60932005）
