作者
Kasper Astrup Eriksen, Ingve Simonsen, Sergei Maslov, Kim Sneppen
发表日期
2003/4/11
期刊
Physical review letters
卷号
90
期号
14
页码范围
148701
出版商
American Physical Society
简介
We study the spectral properties of a diffusion process taking place on the Internet network focusing on the slowest decaying modes. These modes identify an underlying modular structure roughly corresponding to individual countries. For instance, in the slowest decaying mode the diffusion current flows from Russia to U.S. military sites. Quantitatively the modular structure manifests itself in a 10 times larger participation ratio of its slow decaying modes compared to a random scale-free network. We propose to use the fraction of nodes participating in slow decaying modes as a general measure of the modularity of a network. For the 100 slowest decaying modes of the Internet this fraction is . Finally, we suggest that the degree of isolation of an individual module can be assessed by comparing its participation in different diffusion modes.
引用总数
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学术搜索中的文章
KA Eriksen, I Simonsen, S Maslov, K Sneppen - Physical review letters, 2003