Partial and Overlapping Community Detection in Multiplex Social Networks

Partial and Overlapping Community Detection in Multiplex Social Networks

We extend the popular clique percolation method to multiplex networks. Our extension requires to rethink the basic concepts on which the original clique percolation algorithm is based, including cliques and clique adjacency, to handle the presence of multiple types of ties. We also provide an experi...

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Hauptverfasser: Afsarmanesh Tehrani, Nazanin, Magnani, Matteo
Format: Tagungsbericht
Sprache:eng
Schlagworte:
Clique
Clique percolation
Community detection
Multiplex network
Overlapping
Partial
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Beschreibung
Zusammenfassung:We extend the popular clique percolation method to multiplex networks. Our extension requires to rethink the basic concepts on which the original clique percolation algorithm is based, including cliques and clique adjacency, to handle the presence of multiple types of ties. We also provide an experimental characterization of the communities that our method can identify.
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-030-01159-8_2