Community Clustering Algorithm in Complex Networks Based on Microcommunity Fusion
Joint Authors
Qi, Jin
Sun, Yanfei
Jiang, Fei
Wang, Xiaojun
Xu, Bin
Source
Mathematical Problems in Engineering
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-10-19
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
With the further research on physical meaning and digital features of the community structure in complex networks in recent years, the improvement of effectiveness and efficiency of the community mining algorithms in complex networks has become an important subject in this area.
This paper puts forward a concept of the microcommunity and gets final mining results of communities through fusing different microcommunities.
This paper starts with the basic definition of the network community and applies Expansion to the microcommunity clustering which provides prerequisites for the microcommunity fusion.
The proposed algorithm is more efficient and has higher solution quality compared with other similar algorithms through the analysis of test results based on network data set.
American Psychological Association (APA)
Qi, Jin& Jiang, Fei& Wang, Xiaojun& Xu, Bin& Sun, Yanfei. 2015. Community Clustering Algorithm in Complex Networks Based on Microcommunity Fusion. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1074648
Modern Language Association (MLA)
Qi, Jin…[et al.]. Community Clustering Algorithm in Complex Networks Based on Microcommunity Fusion. Mathematical Problems in Engineering No. 2015 (2015), pp.1-8.
https://search.emarefa.net/detail/BIM-1074648
American Medical Association (AMA)
Qi, Jin& Jiang, Fei& Wang, Xiaojun& Xu, Bin& Sun, Yanfei. Community Clustering Algorithm in Complex Networks Based on Microcommunity Fusion. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-8.
https://search.emarefa.net/detail/BIM-1074648
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1074648