Scale-free homophilic network

被引:33
|
作者
de Almeida, Mauricio L. [1 ]
Mendes, Gabriel A. [2 ]
Viswanathan, G. Madras [1 ,3 ]
da Silva, Luciano R. [1 ]
机构
[1] Univ Fed Rio Grande do Norte, Dept Fis Teor & Expt, BR-59072970 Natal, RN, Brazil
[2] Univ Fed Ceara, Dept Fis, BR-60451970 Fortaleza, Ceara, Brazil
[3] Univ Fed Alagoas, Inst Fis, BR-57072970 Maceio, AL, Brazil
来源
EUROPEAN PHYSICAL JOURNAL B | 2013年 / 86卷 / 02期
关键词
LS SETS; COMPLEX; SPREAD;
D O I
10.1140/epjb/e2012-30802-x
中图分类号
O469 [凝聚态物理学];
学科分类号
070205 ;
摘要
An important aspect governing the growth of complex networks is homophily, which is defined as the tendency of sites to link with others which are similar to themselves. Here, we modify the preferential attachment from Barabasi-Albert model by including a homophilic term. Comparisons are made with the Barabasi-Albert model, fitness model and our present model considering its topological properties: degree distribution, time dependence of the connectivity, shortest path length and clustering coefficient. We verify the existence of a region where the characteristics of sites play an important role in the rate of gaining links as well as in the number of links between sites with similar and dissimilar characteristics.
引用
收藏
页数:6
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