A community detection method for social network based on community embedding

M Li, S Lu, L Zhang, Y Zhang… - … on Computational Social …, 2021 - ieeexplore.ieee.org
… the nodes and the community, and their final detected communities can hardly be …
community detection method to provide a high-quality corpus and a satisfying detected community

Community detection in a large real-world social network

K Steinhaeuser, NV Chawla - Social computing, behavioral modeling, and …, 2008 - Springer
… for efficient algorithms to analyze social networks. We address one particular task in social
network mining, namely community detection. A number of methods to address this problem …

[PDF][PDF] A survey on community detection methods in social networks

M Khatoon, WA Banu - International Journal of Education and …, 2015 - mecs-press.org
… to social network community detection. The introduction of social network community detection
shows the different type of definitions for the social network community structure. Different …

Community detection in social networks

P Bedi, C Sharma - Wiley interdisciplinary reviews: Data …, 2016 - Wiley Online Library
… the network is known as community detection. It forms one of the key tasks of social network
… Various methods for community detection are categorized and discussed in the next section …

Community detection in large-scale social networks

N Du, B Wu, X Pei, B Wang, L Xu - … on Web mining and social network …, 2007 - dl.acm.org
… In most social networks, triangles counts are usually high than they are in nonsocial
networks, so our approach for community detection is based on the enumeration of all maximal …

Deep learning techniques for community detection in social networks

L Wu, Q Zhang, CH Chen, K Guo, D Wang - IEEE Access, 2020 - ieeexplore.ieee.org
… deep community detection method which includes (1) matrix reconstruction method, (2) spatial
feature extraction method and (3) … for clustering the nodes of social network into k groups. …

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

S Souravlas, A Sifaleras, M Tsintogianni… - … Journal of General …, 2021 - Taylor & Francis
… applications mentioned in their work were criminology, public health, politics, customer
segmentation and social network analysis. This work is somehow different from the other surveys …

Community detection in social media: Performance and application considerations

S Papadopoulos, Y Kompatsiaris, A Vakali… - Data mining and …, 2012 - Springer
… , discussing neither the performance attributes of methods … of community detection in relation
to Social Media applications … of applying existing community detection methods on dynamic …

A guide for choosing community detection algorithms in social network studies: The question alignment approach

NR Smith, PN Zivich, LM Frerichs, J Moody… - American journal of …, 2020 - Elsevier
Community detection, the process of identifying subgroups of … within a network, is an aspect
of social network analysis that is … community detection methods stresses aligning methods

Community detection with edge content in social media networks

GJ Qi, CC Aggarwal, T Huang - 2012 IEEE 28th International …, 2012 - ieeexplore.ieee.org
… the community detection process in social media networks. We present experimental results
illustrating the effectiveness of our approach. … a unique approach for community detection by …