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Modelirovanie i Analiz Informatsionnykh Sistem, 2010, Volume 17, Number 1, Pages 117–135
(Mi mais19)
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This article is cited in 2 scientific papers (total in 2 papers)
The analysis of complex networks with dynamic graph visualization
S. N. Pupyreva, A. V. Tikhonovb a Ural State University
b Corelogic
Abstract:
The work describes a technique for dynamic graph visualization that helps us to analyze complex networks. Our method builds layouts for a sequence of graphs, while preserving the mental map. We show how to modify force-directed algorithms for the dynamic graphs. The proposed method is applied for visualization of several social networks. The experiments demonstrate the effectiveness of dynamic graph drawing for analyzing real-world data and the evolution of social relationships changing over time.
Keywords:
graph drawing, dynamic graph, visualization, complex network analysis.
Received: 13.01.2010
Citation:
S. N. Pupyrev, A. V. Tikhonov, “The analysis of complex networks with dynamic graph visualization”, Model. Anal. Inform. Sist., 17:1 (2010), 117–135
Linking options:
https://www.mathnet.ru/eng/mais19 https://www.mathnet.ru/eng/mais/v17/i1/p117
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