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Detecting overlapping communities by seed community in weighted complex networks

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dc.creator Li, Junqiu
dc.creator Wang, Xingyuan
dc.creator Eustace, Justine
dc.date 2020-11-24T14:24:08Z
dc.date 2020-11-24T14:24:08Z
dc.date 2013
dc.date.accessioned 2022-10-20T13:47:42Z
dc.date.available 2022-10-20T13:47:42Z
dc.identifier Li, J., Wang, X., & Eustace, J. (2013). Detecting overlapping communities by seed community in weighted complex networks. Physica A: Statistical Mechanics and its Applications, 392(23), 6125-6134.
dc.identifier DOI:10.1016/j.physa.2013.07.066
dc.identifier http://hdl.handle.net/20.500.12661/2595
dc.identifier.uri http://hdl.handle.net/20.500.12661/2595
dc.description Abstract. Full text article available at https://doi.org/10.1016/j.physa.2013.07.066
dc.description Detection of community structures in the weighted complex networks is significant to understand the network structures and analysis of the network properties. We present a unique algorithm to detect overlapping communities in the weighted complex networks with considerable accuracy. For a given weighted network, all the seed communities are first extracted. Then to each seed community, more community members are absorbed using the absorbing degree function. In addition, our algorithm successfully finds common nodes between communities. The experiments using some real-world networks show that the performance of our algorithm is satisfactory.
dc.language en
dc.publisher Elsevier
dc.subject Seed community
dc.subject Weighted networks
dc.subject Overlapping community
dc.subject Absorbing degree
dc.subject Community structures
dc.subject Common nodes
dc.subject Community
dc.subject Network
dc.subject Complex networks
dc.title Detecting overlapping communities by seed community in weighted complex networks
dc.type Article


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