Volume 4 Number 9 (Nov. 2009)
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JSW 2009 Vol.4(9): 1022-1031 ISSN: 1796-217X
doi: 10.4304//jsw.4.9.1022-1031

A Service Clustering Approach Based on Semantics Ant Colony Algorithm

Zhou Xiang-bing1, 3, Luo qi2
1Dep of Software Key Lab of Sichuan Normal University, Chengdu Sichuan 610068, China
2School of computer science, Wuhan Institute of Technology Wuhan 430073,China
3Department of Mathematics , Aba Teachers College, Chengdu Sichuan 611741, China

Abstract—In order to solve accuracy of Topic Maps of navigation and positioning for service clutering in the distributed software system,we proposed a navigation and positioning model of Topic Maps based on ontology relation(NPTMO),and according to NPTMO, we build a service clutering model and semantics ant colony algorithm. Therefore, which implement navigation and positioning of resources from relation of Topic Maps. Firstly, we define ontology relation and calculate approach, and analyze associate characteristic of Topic Maps based on ontology; Secondly, we analyze and study to match and merge approach of Topic Maps, and employ tag relation of RDF, OWL-S, WSDL and XTM what to build navigation and positioning system,and build a service clutering model, on the basic of these context above description. We design a semantisc ant colony algorithm(SACA) to calculate optimum solution of the model, and compared SACA with basic ant colony algorithm(ACA) showed that results of SACA was better than ACA. Finally, we define recall rate of ontology, accuracy of Topic Maps and efficiency of SACA to evaluate the approach showed that increased accuracy of Topic Maps connect resources.

Index Terms—Ontology relation;Service clutering model; Navigation and positioning; Semantisc ant colony algorithm; Semantics web service composition


Cite: Zhou Xiang-bing, Luo qi, "A Service Clustering Approach Based on Semantics Ant Colony Algorithm," Journal of Software vol. 4, no. 9, pp. 1022-1031, 2009.

General Information

ISSN: 1796-217X (Online)
Frequency:  Bimonthly (Since 2020)
Editor-in-Chief: Prof. Antanas Verikas
Executive Editor: Ms. Yoyo Y. Zhou
Abstracting/ Indexing: DBLP, EBSCO, Google Scholar, ProQuest, INSPEC(IET), ULRICH's Periodicals Directory, WorldCat, etc
E-mail: jsw@iap.org
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