Mar 27, 2015 � We propose a novel algorithm that does not embrace the universal approach but instead of trying to focus on local social ties and modeling multi�...
It naturally supports overlapping communities through associating each node with a membership vector which describes node's involvement in each community.
This work proposes a novel algorithm that does not embrace the universal approach but instead of trying to focus on local social ties and modeling�...
Most existing approaches for community detection require complete information of the graph in a specific scale, which is impractical for many social networks.
Jun 6, 2012 � Abstract. Most existing approaches for community detection require complete information of the graph in a specific scale,�...
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What is overlapping community detection in social networks?
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Nov 10, 2021 � Based on this, in this paper, we propose a multilayer social network overlapping community detection algorithm based on trust relationship (�...
We introduce a more robust local-expansion-based overlapping community detection algorithm, named CEO, performing Construction, Expansion and Optimization sub-�...
This research proposes method for detecting non-overlapping communities by using a CNM algorithm, which in turn allows us to extrapolate the overlapping�...
We propose a framework for local overlapping community detection. The framework has three steps. First, find nodes in multiple communities to which the given�...
Apr 12, 2016 � In this work, we propose a new overlapping community detection algorithm based on network decomposition, called NDOCD.