Finding <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e465" altimg="si11.svg"><mml:mi>k</mml:mi></mml:math>-community structures in special graph classes

For an integer k ≥ 2 , a k - community structure in an undirected graph is a partition of its vertex set into k sets called communities , each of size at least two, such that every vertex of the graph has proportionally at least as many neighbours in its own community as in any other community. In this paper, we give a necessary and sufficient condition for a forest on n vertices to admit a k -community structure. Furthermore, we provide an O ( k 2 ⋅ n 2 ) -time algorithm that computes such a k -community structure in a forest, if it exists. These results extend a result of Bazgan et al., 2018. We also show that if communities are allowed to have size one, then every forest with n ≥ k ≥ 2 vertices admits a k -community structure that can be found in time O ( k 2 ⋅ n 2 ) . We then consider threshold graphs and show that every connected threshold graph admits a 2-community structure if and only if it is not isomorphic to a star; also if such a 2-community structure exists, we explain how to obtain it in linear time. We further describe an infinite family of disconnected threshold graphs, containing exactly one isolated vertex, that do not admit any 2-community structure. Finally, we present a new infinite family of connected graphs that may contain an even or an odd number of vertices without 2-community structures, even if communities are allowed to have size one.

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Publication Details

Journal
Discrete Applied Mathematics
Published
2024-08-09
DOI
https://doi.org/10.1016/j.dam.2024.07.033
Citations
3
Primary Topic
Complex Network Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.84
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article

Finding <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e465" altimg="si11.svg"><mml:mi>k</mml:mi></mml:math>-community structures in special graph classes

Narmina Baghirova, Bernard Ries, Clément Dallard, David Schindl
3 citations
Discrete Applied Mathematics
Complex Network Analysis Techniques
0.84
article

Finding <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e465" altimg="si11.svg"><mml:mi>k</mml:mi></mml:math>-community structures in special graph classes

Narmina Baghirova, Bernard Ries, Clément Dallard, David Schindl
article en
3 citations

Abstract

For an integer k ≥ 2 , a k - community structure in an undirected graph is a partition of its vertex set into k sets called communities , each of size at least two, such that every vertex of the graph has proportionally at least as many neighbours in its own community as in any other community. In this paper, we give a necessary and sufficient condition for a forest on n vertices to admit a k -community structure. Furthermore, we provide an O ( k 2 ⋅ n 2 ) -time algorithm that computes such a k -community structure in a forest, if it exists. These results extend a result of Bazgan et al., 2018. We also show that if communities are allowed to have size one, then every forest with n ≥ k ≥ 2 vertices admits a k -community structure that can be found in time O ( k 2 ⋅ n 2 ) . We then consider threshold graphs and show that every connected threshold graph admits a 2-community structure if and only if it is not isomorphic to a star; also if such a 2-community structure exists, we explain how to obtain it in linear time. We further describe an infinite family of disconnected threshold graphs, containing exactly one isolated vertex, that do not admit any 2-community structure. Finally, we present a new infinite family of connected graphs that may contain an even or an odd number of vertices without 2-community structures, even if communities are allowed to have size one.

Discrete Applied MathematicsVol. 359
University of Fribourg (CH)
Quality Education
Openalex Percentile: Top 29%
Complex Network Analysis Techniques
0.84
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Finding <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline" id="d1e465" altimg="si11.svg"><mml:mi>k</mml:mi></mml:math>-community structures in special graph classes — Narmina Baghirova, Bernard Ries, et al. · Discrete Applied Mathematics (2024) | TGRS Research Map | TGRS