The "Cameo principle'' and the origin of scale-free graphs in social networks

被引:14
作者
Blanchard, P [1 ]
Krüger, T
机构
[1] Univ Bielefeld, Fac Phys, D-33615 Bielefeld, Germany
[2] Univ Bielefeld, Fac Math, D-33615 Bielefeld, Germany
关键词
scale-free random graphs; real-world networks; power laws; clustering;
D O I
10.1023/B:JOSS.0000013969.87579.39
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We formulate a simple edge generation rule based on an inverse like mass action principle for random graphs over a structured vertex set. We show that under very weak assumptions on this structure one obtains a scale free distribution for the degree. We furthermore introduce and study a "my friends are your friends'' local search principle which makes the clustering coefficient large.
引用
收藏
页码:1399 / 1416
页数:18
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