Work

Common community structure in time-varying networks

Year: 2012

Type: article

Abstract: In this report we introduce the concept of common community structure in time-varying networks. We propose a novel optimization algorithm to rapidly detect common community structure in such networks. Both theoretical and numerical results show that the proposed method not only can resolve detailed common communities, but also can effectively identify the dynamical phenomena in time-varying networks.

Source: Physical Review E

DOI: 10.1103/physreve.85.056110

Authors: Shihua Zhang, Junfei Zhao, Xiang-Sun Zhang

Institutions: Chinese Academy of Sciences, National Center for Mathematics and Interdisciplinary Sciences, Academy of Mathematics and Systems Science

Language: English

Topic: Complex Network Analysis Techniques

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W2006733543

FWCI: 0.479

Cites: 24

Cited by: 18

Related to: 10