Community detection in networks

The problem of community detection is relevant in many disciplines of science. A community is usually defined, in a qualitative way, as a subset of nodes of a network which are more connected among themselves than to the rest of the network. In this article, we introduce a new method for community d...

Descripción completa

Guardado en:
Detalles Bibliográficos
Publicado: 2010
Materias:
Acceso en línea:https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_02181274_v20_n2_p361_Dorso
http://hdl.handle.net/20.500.12110/paper_02181274_v20_n2_p361_Dorso
Aporte de:
id paper:paper_02181274_v20_n2_p361_Dorso
record_format dspace
spelling paper:paper_02181274_v20_n2_p361_Dorso2023-06-08T15:21:18Z Community detection in networks Bottlenose dolphins network Community structures Complex networks Zachary Karate club network Dolphins (structures) Population dynamics Bottlenose dolphins Community detection Community IS Community structures In networks Merit factor Complex networks Tursiops The problem of community detection is relevant in many disciplines of science. A community is usually defined, in a qualitative way, as a subset of nodes of a network which are more connected among themselves than to the rest of the network. In this article, we introduce a new method for community detection in complex networks. We define new merit factors based on the weak and strong community definitions formulated by Radicchi et al. [2004] and we show that this local definition properly describes the communities observed experimentally in two typical social networks. © 2010 World Scientific Publishing Company. 2010 https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_02181274_v20_n2_p361_Dorso http://hdl.handle.net/20.500.12110/paper_02181274_v20_n2_p361_Dorso
institution Universidad de Buenos Aires
institution_str I-28
repository_str R-134
collection Biblioteca Digital - Facultad de Ciencias Exactas y Naturales (UBA)
topic Bottlenose dolphins network
Community structures
Complex networks
Zachary Karate club network
Dolphins (structures)
Population dynamics
Bottlenose dolphins
Community detection
Community IS
Community structures
In networks
Merit factor
Complex networks
Tursiops
spellingShingle Bottlenose dolphins network
Community structures
Complex networks
Zachary Karate club network
Dolphins (structures)
Population dynamics
Bottlenose dolphins
Community detection
Community IS
Community structures
In networks
Merit factor
Complex networks
Tursiops
Community detection in networks
topic_facet Bottlenose dolphins network
Community structures
Complex networks
Zachary Karate club network
Dolphins (structures)
Population dynamics
Bottlenose dolphins
Community detection
Community IS
Community structures
In networks
Merit factor
Complex networks
Tursiops
description The problem of community detection is relevant in many disciplines of science. A community is usually defined, in a qualitative way, as a subset of nodes of a network which are more connected among themselves than to the rest of the network. In this article, we introduce a new method for community detection in complex networks. We define new merit factors based on the weak and strong community definitions formulated by Radicchi et al. [2004] and we show that this local definition properly describes the communities observed experimentally in two typical social networks. © 2010 World Scientific Publishing Company.
title Community detection in networks
title_short Community detection in networks
title_full Community detection in networks
title_fullStr Community detection in networks
title_full_unstemmed Community detection in networks
title_sort community detection in networks
publishDate 2010
url https://bibliotecadigital.exactas.uba.ar/collection/paper/document/paper_02181274_v20_n2_p361_Dorso
http://hdl.handle.net/20.500.12110/paper_02181274_v20_n2_p361_Dorso
_version_ 1768545644377538560