PLDLS: A novel parallel label diffusion and label Selection-based community detection algorithm based on Spark in social networks

•A novel fast and accurate Spark-based parallel community detection algorithm is proposed.•The proposed PLDLS algorithm uses label diffusion of core nodes along with a new label selection method.•Multi-factor criteria for computing nodes importance is used to select core nodes.•A fast and parallel m...

Full description

Saved in:

Bibliographic Details
Published in:	Expert systems with applications Vol. 183; p. 115377
Main Authors:	Roghani, Hamid, Bouyer, Asgarali, Nourani, Esmaeil
Format:	Journal Article
Language:	English
Published:	New York Elsevier Ltd 30.11.2021 Elsevier BV
Subjects:	Algorithms Complexity Diffusion rate Iterative methods Label diffusion Label selection Labels Local similarity Nodes Parallel community detection Social networks Spark Local similarity Social networks Spark Label diffusion Label selection Parallel community detection
ISSN:	0957-4174, 1873-6793
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!