The Analysis of Complex Networks with Dynamic Graph Visualization
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 vi...
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| Format: | Article |
| Language: | English |
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Yaroslavl State University
2010-03-01
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| Series: | Моделирование и анализ информационных систем |
| Subjects: | |
| Online Access: | https://www.mais-journal.ru/jour/article/view/1025 |
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| _version_ | 1839573266461622272 |
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| author | S. N. Pupyrev A. V. Tikhonov |
| author_facet | S. N. Pupyrev A. V. Tikhonov |
| author_sort | S. N. Pupyrev |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-83d36e33aadf4233bb2227a5b1ce8518 |
| institution | Matheson Library |
| issn | 1818-1015 2313-5417 |
| language | English |
| publishDate | 2010-03-01 |
| publisher | Yaroslavl State University |
| record_format | Article |
| series | Моделирование и анализ информационных систем |
| spelling | doaj-art-83d36e33aadf4233bb2227a5b1ce85182025-08-04T14:06:39ZengYaroslavl State UniversityМоделирование и анализ информационных систем1818-10152313-54172010-03-01171117135766The Analysis of Complex Networks with Dynamic Graph VisualizationS. N. Pupyrev0A. V. Tikhonov1Уральский государственный университетООО CorelogicThe 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.https://www.mais-journal.ru/jour/article/view/1025graph drawingdynamic graphvisualizationcomplex network analysis |
| spellingShingle | S. N. Pupyrev A. V. Tikhonov The Analysis of Complex Networks with Dynamic Graph Visualization Моделирование и анализ информационных систем graph drawing dynamic graph visualization complex network analysis |
| title | The Analysis of Complex Networks with Dynamic Graph Visualization |
| title_full | The Analysis of Complex Networks with Dynamic Graph Visualization |
| title_fullStr | The Analysis of Complex Networks with Dynamic Graph Visualization |
| title_full_unstemmed | The Analysis of Complex Networks with Dynamic Graph Visualization |
| title_short | The Analysis of Complex Networks with Dynamic Graph Visualization |
| title_sort | analysis of complex networks with dynamic graph visualization |
| topic | graph drawing dynamic graph visualization complex network analysis |
| url | https://www.mais-journal.ru/jour/article/view/1025 |
| work_keys_str_mv | AT snpupyrev theanalysisofcomplexnetworkswithdynamicgraphvisualization AT avtikhonov theanalysisofcomplexnetworkswithdynamicgraphvisualization AT snpupyrev analysisofcomplexnetworkswithdynamicgraphvisualization AT avtikhonov analysisofcomplexnetworkswithdynamicgraphvisualization |