Human Communication Network Based on the Classification Results of Personal Preferences by Using Self-Organizing Map

被引：0

作者：

Ichimura, Takumi ^{[1
]}

Yamasaki, Azusa ^{[2
]}

Hara, Akira ^{[1
]}

Takahama, Tetsuyuki ^{[1
]}

机构：

[1] Hiroshima City Univ, Grad Sch Informat Sci, Asaminami Ku, 3-4-1 Ozuka Higashi, Hiroshima 7313194, Japan

[2] Hiroshima City Univ, Fac Informat Sci, Grad Dept Intelligent Syst, Hiroshima 7313194, Japan

来源：

2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9 | 2009年

关键词：

Social Network Community; Self-Organizing Maps; Girvan Newman Substructure; Personal Preferences; Social Network Service;

D O I：

10.1109/ICSMC.2009.5346214

中图分类号：

TP3 [计算技术、计算机技术];

学科分类号：

0812 ;

摘要：

Social network community may show a kind of properties of complex networks, where key persons called "hub" become bridges to other social network community and then a large network community is formed to combine some small social networks in nature. The relationship between human and human in their network communities was constructed in the virtual space, however, the kind and the strength of their relationships was disregarded. In this paper, based on classified personal preferences by Self-Organizing Map, we propose the adjustment method to decide whether the link between person and person in the network community exists. The initial network formed by BA model and the network changed by our proposed method was analysed by GNS method. We also reported the simulation result for Social Network Services.

引用

页码：418 / +

页数：2

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