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New Insight into 2-Community Structures in Graphs with Applications in Social Networks

Bazgan, Cristina; Chlebíková, Janka; Pontoizeau, Thomas (2015), New Insight into 2-Community Structures in Graphs with Applications in Social Networks, in Lu, Zaixin; Kim, Donghyun; Wu, Weili; Li, Wei; Du, Ding-Zhu, Combinatorial Optimization and Applications, Springer : Cham, p. 236-250. 10.1007/978-3-319-26626-8_18

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cocoa15.pdf (171.7Kb)
Type
Communication / Conférence
Date
2015
Conference title
9th International Conference, COCOA 2015
Conference date
2015-12
Conference city
Houston, TX
Conference country
United States
Book title
Combinatorial Optimization and Applications
Book author
Lu, Zaixin; Kim, Donghyun; Wu, Weili; Li, Wei; Du, Ding-Zhu
Publisher
Springer
Published in
Cham
ISBN
978-3-319-26625-1
Number of pages
810
Pages
236-250
Publication identifier
10.1007/978-3-319-26626-8_18
Metadata
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Author(s)
Bazgan, Cristina
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Chlebíková, Janka

Pontoizeau, Thomas
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision [LAMSADE]
Abstract (EN)
We investigate the structural and algorithmic properties of 2-community structure in graphs introduced by Olsen [13]. A 2-community structure is a partition of vertex set into two parts such that for each vertex of the graph number of neighbours in/outside own part is in correlation with sizes of parts. We show that every 3-regular graph has a 2-community structure which can be found in polynomial time, even if the subgraphs induced by each partition must be connected. We introduce a concept of a 2-weak community and prove that it is NP-complete to find a balanced 2-weak community structure in general graphs even with additional request of connectivity for both parts. On the other hand, the problem can be solved in polynomial time in graphs of degree at most 3.
Subjects / Keywords
Partition; Approximation; Graph theory; Complexity; Graph partitioning; Community structure; Clustering; Social networks
JEL
C44 - Operations Research; Statistical Decision Theory

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