Research on E-mail Communication Network Evolution Model Based on User Information Propagation

作     者：ZHANG Lejun GUO Lin XU Li 

作者机构：College of Computer Science and TechnologyHarbin Engineering University 

出 版 物：《China Communications》 (中国通信（英文版）)

年 卷 期：2015年第12卷第7期

页      面：108-118页

核心收录：

学科分类：07[理学] 08[工学] 080402[工学-测试计量技术及仪器] 0804[工学-仪器科学与技术] 070102[理学-计算数学] 0701[理学-数学] 

基　　金：sponsored by the National Natural Science Foundation of China under grant number No. 61100008, 61201084 the China Postdoctoral Science Foundation under Grant No. 2013M541346 Heilongiiang Postdoctoral Special Fund (Postdoctoral Youth Talent Program) under Grant No. LBH-TZ0504 Heilongjiang Postdoctoral Fund under Grant No. LBH-Z13058 the Natural Science Foundation of Heilongjiang Province of China under Grant No. QC2015076 Funds for the Central Universities of China under grant number HEUCF100602 

主　　题：e-mail social network analysis network evolution information propagation 

摘      要：E-mail communication network evolution model based on user information propagation is studied. First, mathematical representation of weighted e-mail communication network is proposed, and network center parameters of Enron dataset and the distribution of node degree and strength are analyzed. Then, some rules of e-mail communication network evolution are found. Second, the model of e-mail information propagation is described, and e-mail communication network evolution model based on user information propagation is proposed. Lastly, the simulation proves the correctness of the distribution characteristic of degree and strength of the model proposed and then verifies that the model proposed is closer to the real situation of e-mail communication network through parameter comparison. This research provides the basis for other researches on social network evolution and data communication.