时效网络结构及动力学研究进展综述  

Review on the Research Progress of the Structure and Dynamics of Temporal Networks

作　　者：楼凤丹[1,2] 周银座[1] 庄晓丹[2] 张新荣[2] 

机构地区：[1]杭州师范大学阿里巴巴复杂科学研究中心,杭州311121 [2]国网浙江省电力公司信息通信分公司,杭州310007

出　　处：《电子科技大学学报》2017年第1期109-125,共17页Journal of University of Electronic Science and Technology of China

基　　金：国家自然科学基金(61503110);浙江省自然科学基金(LQ16F030006);浙江省教育厅一般科技项目(Y201431653);国网浙江省电力公司科技项目(5211XT14009G)

摘　　要：在时效网络中连边激活的时效特征能够显著影响相同时间尺度下网络系统的动力学行为,是当前网络研究的热点课题之一。该文从时效网络的建模方法、时效网络的结构特性及相关统计力学、时效网络中的传播动力学、时效网络与人类行为结合的统计特性及目前常用的处理时效网络的理论方法等多方面对时效网络的研究进展进行综述,并对目前的国内外研究现状进行分析,提出了时效网络面临的几个关键科学问题,展望了该领域未来的研究方向。In temporal networks, the temporal structure of edge activations can remarkably affect dynamics of systems interacting through the network at the same time scale, which is one of hot research topics in complex networks. The research progress is reviewed in this paper, covering the temporal network modeling, temporal network structure and related statistical mechanics, temporal network propagation dynamics, the combination statistical characteristics of temporal network and human behaviors, as well as some theoretical analysis methods of dealing with temporal networks. In addition, some significant scientific problems are put forward by analyzing the current research situation at home and aboard. Finally, the future research direction and development trend of this field are prospected.

关 键 词：重要节点 网络建模 网络结构 传播动力学 时效网络 

分 类 号：N94[自然科学总论—系统科学]