社会网络的动态建模与变化检测技术

摘要

动态网络分析是社会网络数据挖掘的重要手段.基于此,归纳社会网络动态行为,介绍针对不同网络变化原因的对应分析方法,从动态建模分析和网络变化检测两方面综述动态社会网络分析技术,并总结各种方法的适用范围及优缺点,提出该领域需要进一步研究的问题,探讨动态社会网络分析的发展方向.%Dynamic network analysis is a necessary way for social network mining. The dynamics of social network are analyzed, and the corresponding network research methods for dynamic networks with different developing causes are indicated. Technologies of dynamic network analysis are introduced from two aspects which include dynamic modeling and network anomaly detection, together with discussions of application scope for each mean. The future directions of this research are pointed out.