Community detection in node-attributed social networks: a survey

P Chunaev - Computer Science Review, 2020 - Elsevier
Community detection is a fundamental problem in social network analysis consisting,
roughly speaking, in unsupervised dividing social actors (modeled as nodes in a social …

Community detection in social networks: an in-depth benchmarking study with a procedure-oriented framework

M Wang, C Wang, JX Yu, J Zhang - Proceedings of the VLDB …, 2015 - dl.acm.org
Revealing the latent community structure, which is crucial to understanding the features of
networks, is an important problem in network and graph analysis. During the last decade …

A classification of community detection methods in social networks: a survey

S Souravlas, A Sifaleras, M Tsintogianni… - … Journal of General …, 2021 - Taylor & Francis
The detection of community structures is a crucial research area. The problem of community
detection has received considerable attention from a large portion of the scientific …

Community detection in large-scale social networks: state-of-the-art and future directions

M Azaouzi, D Rhouma, L Ben Romdhane - Social Network Analysis and …, 2019 - Springer
Community detection is an important research area in social networks analysis where we
are concerned with discovering the structure of the social network. Detecting communities is …

Community detection in social networks

P Bedi, C Sharma - Wiley interdisciplinary reviews: Data …, 2016 - Wiley Online Library
The expansion of the web and emergence of a large number of social networking sites
(SNS) have empowered users to easily interconnect on a shared platform. A social network …

Survey on social community detection

M Plantié, M Crampes - Social media retrieval, 2012 - Springer
Community detection is a growing field of interest in the area of social network applications.
Many community detection methods and surveys have been introduced in recent years, with …

A deep learning based community detection approach

G Sperlí - Proceedings of the 34th ACM/SIGAPP symposium on …, 2019 - dl.acm.org
Community Detection in On Line Social Networks is a classic feature in networked systems,
from the fields of biology, economics, politics and computer science, as well. This paper …

Community extraction for social networks

Y Zhao, E Levina, J Zhu - Proceedings of the National …, 2011 - National Acad Sciences
Analysis of networks and in particular discovering communities within networks has been a
focus of recent work in several fields and has diverse applications. Most community …

A classification for community discovery methods in complex networks

M Coscia, F Giannotti… - Statistical Analysis and …, 2011 - Wiley Online Library
Many real‐world networks are intimately organized according to a community structure.
Much research effort has been devoted to develop methods and algorithms that can …

[HTML][HTML] Node attribute-enhanced community detection in complex networks

C Jia, Y Li, MB Carson, X Wang, J Yu - Scientific reports, 2017 - nature.com
Community detection involves grouping the nodes of a network such that nodes in the same
community are more densely connected to each other than to the rest of the network …