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- W2184080364 abstract "We describe a fast multi-level layout for visualizing social networks, which can visualize social networks high quality and rapidly. There are two innovations in our fast multi-level layout. Firstly, we proposed a new graph multi-layered compression method based on random walk. The multi-layered compression process groups vertices to form “planet” systems and then abstract these “planet” systems as new vertices to define a new graph and is repeated until the graph size falls below some threshold. And we also proposed a new single level force-directed layout based on sampling. The multi-level layout process can be accelerated based on these two innovations. Finally, we have evaluated our layout on several well-known data sets. The experimental results show that our layout outperforms the state-ofthe-art method." @default.
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- W2184080364 date "2014-12-31" @default.
- W2184080364 modified "2023-10-18" @default.
- W2184080364 title "A Fast Multi-level Layout for Social Network Visualization" @default.
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- W2184080364 doi "https://doi.org/10.14257/ijmue.2014.9.12.16" @default.
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