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General Information
    • ISSN: 2301-3559
    • Frequency: Quarterly
    • DOI: 10.18178/LNSE
    • Editor-in-Chief: Prof. Jemal Antidze
    • Executive Editor: Ms. Nina Lee
    • Abstracting/ Indexing: EI (INSPEC, IET), DOAJ, Electronic Journals Library, Engineering & Technology Digital Library, Ulrich's Periodicals Directory, International Computer Science Digital Library (ICSDL), ProQuest and Google Scholar.
    • E-mail: lnse@ejournal.net
Editor-in-chief
Prof. Jemal Antidze
I. Vekua Scientific Institute of Applied Mathematics
Tbilisi State University, Georgia
I'm happy to take on the position of editor in chief of LNSE. We encourage authors to submit papers concerning any branch of Software Engineering.

LNSE 2014 Vol.2(4): 348-352 IS4SN: 2301-3559
DOI: 10.7763/LNSE.2014.V2.148

Community Clustering Algorithm on Semantic Similarity in Complex Network

Laizhong Cui, Nan Lu, and Yuan Yuan Jin
Abstract—This paper proposes applying a WordNet based semantic similarity clustering algorithm on the cluster analysis of complex network community. By utilizing the semantic hierarchy of WordNet, the proposed method defines the key concept sets and the concept feature values for the community and constructs the semantic relations between concepts of the community nodes, which expands the application of clustering algorithms from text documents to complex network communities. The cluster structures derived from the proposed algorithm are concordance with peoples' judgments on a specific area, which will lead to the solution of the clustering problems in the complex network of different areas. Compared with VSM and k-MEANS, the proposed algorithm discovers more reasonable results and shows its effectiveness.

Index Terms—Semantic similarity, WordNet ontology, complex network, community structure, clustering algorithm, key concept set.

Laizhong Cui, Nan Lu, and Yuan Yuan Jin are with the College of Computer Science and Software Engineering, Shenzhen University, Shenzhen 518060, Guangdong, PRC (e-mail: cuilz@szu.edu.cn, lunan@szu.edu.cn).

[PDF]

Cite: Laizhong Cui, Nan Lu, and Yuan Yuan Jin, "Community Clustering Algorithm on Semantic Similarity in Complex Network," Lecture Notes on Software Engineering vol. 2, no. 4, pp. 348-352, 2014.

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