关键词: 人类动力学, 手机通信, 特征挖掘, 复杂网络, 拓扑分析

Abstract: Mobile communication plays an important role in social life, thus the mobile phone network is an important social network. Effective analysis of the topology characteristics of mobile network is important to understand the social network and human behaviors.This paper proposes a multiple time-varying communication network model based on network theory, and obtains the human dynamics behavior pattern by investigating a mobile phone communication dataset. This paper first builds the mobile phone network, and then analyzes?the degree distribution, degree evolution, call time and call interval from both group and individual scales. The results show that the whole network has obvious scale-free characteristics, and the individual behavior is closely related to its degree, while the degree evolution of group shows the characteristics of social life in a specific region. The results are of great significance for social network analysis and research of the human dynamics.

Key words:  human dynamics, phone communication, characteristics mining, complex network, topology analysis