Paper Notes: Online Community Detection for Large Complex Networks
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自己学校的文章，仰慕一下~
Paper title: Online Community Detection for Large Complex Networks
Author: Wangsheng Zhang, Gang Pan, Zhaohui Wu, Shijian Li
Conference: IJCAI
Year: 2013
My notes:
This paper proposed an online community detection algorithm for large complex networks using an edge-by-edge processing method. The algorithm considered the generative mechanism of complex networks and a split mechanism based on the degree of nodes to create new community is presented. The algorithm has a linear time complexity and the most exciting result is found on a web graph ofStandford.edu which consists of 281,903 nodes and 1,992,636 edges, where the running time over 10 runs is 6.802s compared to 3605.6s by CNM algorithm.
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