[1] Cao Jiuxin, Qin Yi, Zhang Song, et al. Efficient semantic web service matching using common ontology [J]. Journal of Southeast University (English Edition), 2012, 28 (3): 292-298. [doi:10.3969/j.issn.1003-7985.2012.03.007]

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Efficient semantic web service matching using common ontology()

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Journal of Southeast University (English Edition)[ISSN:1003-7985/CN:32-1325/N]

Volumn:

28

Issue:

2012 3

Page:

292-298

Research Field:

Computer Science and Engineering

Publishing date:

2012-09-30

Info

Title:

Efficient semantic web service matching using common ontology

Author(s):

Cao Jiuxin¹;  2;  Qin Yi¹;  2;  Zhang Song³;  Liu Bo¹;  2;  Dong Fang¹;  2

¹School of Computer Science and Engineering, Southeast University, Nanjing 211189, China
²Key Laboratory of Computer Network and Information Integration of Ministry of Education, Southeast University, Nanjing 211189, China

Keywords:

service discovery;  domain ontology;  semantic web service;  semantic distance

PACS:

TP393.0

DOI:

10.3969/j.issn.1003-7985.2012.03.007

Abstract:

To solve the bottleneck problem in centralized service discovery methods, a novel architecture based on domain ontology for semantic service discovery is proposed. This distributed architecture can adjust the domain partition and allocate system resources automatically. The characteristics of this mechanism are analyzed, including scalability, self-organization and adaptability. In this mechanism, semantic web service discovery is separated into two parts. First, under balance tree topology, registry proxy can rapidly forward requests to the objective registry center, and avoid the bottleneck problem. Secondly, a semantic distance based service matching algorithm is proposed to promote the effect of service searching. The results of simulation experiments show that the proposed mechanism can serve as a scalable solution for semantic web service publication and discovery. And the improved matching algorithm has higher recall and precision than other algorithms.

References:

[1] Sycara K, Paolucci M, Ankolekar A, et al. Automated discovery, interaction and composition of semantic web services[J]. Journal of Web Semantics, 2003, 1(1): 27-46.
[2] Christensen E, Curbera F, Meredith G, et al. Web services description language(WSDL)1.1 [EB/OL].(2001-03-15)[2011-08-30]. http://www.W3.org./TR/wsdl.
[3] Clement L, Hately A, Riegen C, et al. UDDI version 3.0.2 [EB/OL].(2004-10-19)[2011-10-20].http://www.uddi.org/pubs/uddi_v3.htm.
[4] Srinivasan N, Paolucci M, Sycara K. An efficient algorithm for OWL-S based semantic search in UDDI [C]//International Workshop on Semantic Web Services and Web Process Composition. San Diego, USA, 2004: 96-110.
[5] Nan B, Li S, Yang S. The study of distributed semantic web services’ publishing and discovery mechanism [C]//International Conference on Communications and Intelligence Information Security. Ganzhou, China, 2010: 51-54.
[6] Burstein M, Bussler C, Finin T, et al. A semantic web services architecture[J]. Internet Computing, 2005, 9(5): 72-81.
[7] Martin D, Burstein M, McDermott D, et al. Bringing semantics to web services with OWL-S [J]. Journal of World Wide Web, 2007, 10(3): 243-277.
[8] Paolucci M, Kawmura T, Payne T, et al. Semantic matching of web services capabilities [C]//The International Semantic Web Conference. Seattle, USA, 2002: 333-347.
[9] Fu Pengbin, Liu Shanshan, Yang Huirong, et al. Matching algorithm of web services based on semantic distance [C]// International Workshop on Information Security and Application. Qingdao, China, 2009: 465-468.
[10] Klusch M, Fries B, Sycara K. Automated semantic web service discovery with OWLS-MX [C]//Proceedings of the Fifth International Joint Conference on Autonomous Agents and Multiagent Systems. Hakodate, Japan, 2006: 915-922.
[11] He Qiang, Yan Jun, Yang Yun, et al. Chord4S: a P2P-based decentralised service discovery approach [C]//IEEE International Conference on Services Computing. Honolulu, HI, USA, 2008: 221-229.
[12] Yao Y, Cao J X. Scalable mechanism for semantic web service registry and discovery [J]. Journal of Southeast University: Natural Science Edition, 2010, 40(2): 264-269.(in Chinese)
[13] Ge J, Qiu Y. Concept similarity matching based on semantic distance [C]//International Conference on Semantics, Knowledge and Grid. Beijing, China, 2008: 380-383.

Memo

Memo:

Biography: Cao Jiuxin(1967—), male, doctor, professor, jx.cao@seu.edu.cn.
Foundation items: The National Basic Research Program of China(973 Program)(No.2010CB328104, 2009CB320501), the National Natural Science Foundation of China(No.61070161, 61070158, 61003257, 61003311), the National Key Technology R& D Program during the 11th Five-Year Plan Period(No.2010BAI88B03), the Foundation of Jiangsu Provincial Key Laboratory of Network and Information Security(No.BM2003201), Open Research Fund from Key Laboratory of Computer Network and Information Integration of Ministry of Education(Southeast University).
Citation: Cao Jiuxin, Qin Yi, Zhang Song, et al. Efficient semantic web service matching using common ontology[J].Journal of Southeast University(English Edition), 2012, 28(3):292-298.[doi:10.3969/j.issn.1003-7985.2012.03.007]

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