Geodesic
The analysis of complex networks with dynamic graph visualization
Modelirovanie i analiz informacionnyh sistem, Tome 17 (2010) no. 1, pp. 117-135

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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. 
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     author = {S. N. Pupyrev and A. V. Tikhonov},
     title = {The analysis of complex networks with dynamic graph visualization},
     journal = {Modelirovanie i analiz informacionnyh sistem},
     pages = {117--135},
     publisher = {mathdoc},
     volume = {17},
     number = {1},
     year = {2010},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/MAIS_2010_17_1_a8/}
}
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S. N. Pupyrev; A. V. Tikhonov. The analysis of complex networks with dynamic graph visualization. Modelirovanie i analiz informacionnyh sistem, Tome 17 (2010) no. 1, pp. 117-135. http://geodesic.mathdoc.fr/item/MAIS_2010_17_1_a8/