ABSTRACT
In a service oriented B2B context, companies aiming to cooperate and interact with others have to make their services available through private service registries. Since the number of registries can be as large as the number of companies, the resulting registry network has to be organized to assist and improve the service discovery process. In this paper, we propose to use communities as a means to organize Web services registries in such a context. First, we propose a semantic model for Web services registry description (WSRD). A WSRD description is a semantic model depicting the functionalities offered by services advertised by a given registry. Thereafter, we propose an implicit approach for building communities based on the registries WSRD descriptions using a fuzzy clustering technique. Eventually, this clustering will be helpful for selecting an adequate registry for service requesters. Provided experimental evaluations in this paper show that our approach is efficient in realistic situations.
- E. Ayorak and A. B. Bener. Super peer web service discovery architecture. In Proceedings of the 23rd International Conference on Data Engineering, ICDE 2007, April 15--20, 2007, Istanbul, Turkey, pages 1360--1364. IEEE, 2007.Google ScholarCross Ref
- J. Bentahar, Z. Maamar, D. Benslimane, and P. Thiran. An argumentation framework for communities of web services. IEEE Intelligent Systems, 22(6):75--83, 2007. Google ScholarDigital Library
- O. Bouchaalaa, M. Sellami, W. Gaaloul, S. Tata, and M. Jmaiel. Graph-based management of communities of web service registries. In WEBIST 2011, Proceedings of the 7th International Conference on Web Information Systems and Technologies, Noordwijkerhout, The Netherlands, May 6--9, 2011. INSTICC Press, 2011.Google Scholar
- Y. Chabeb and S. Tata. Yet another semantic annotation for wsdl (yasa4wsdl). In IADIS WWW/Internet 2008 Conference, pages 462--467, October 2008.Google Scholar
- Y. Chabeb, S. Tata, and A. Ozanne. Yasa-m: A semantic web service matchmaker. In The IEEE 24rd International Conference on Advanced Information Networking and Applications, AINA 2010, April 20--23, Perth, Australia, 2010. Google ScholarDigital Library
- J. De Bruijn et al. Web service modeling ontology (wsmo). Technical report, 2005.Google Scholar
- J. Dunn. A fuzzy relative of the isodata process and its use in detecting compact well-separated clusters. Journal of Cybernetics, 3:32--57, 1973.Google ScholarCross Ref
- J. J. Jiang and D. W. Conrath. Semantic similarity based on corpus statistics and lexical taxonomy. The Computing Research Repository, CoRR, cmp-lg/9709008, 1997.Google Scholar
- M. Jursic and N. Lavrac. Fuzzy clustering of documents. In Conference on Data Mining and Data Warehouses, SiKDD 2008, Ljubljana, Slovenia, 2008.Google Scholar
- H. Lausen and J. Farrell. Semantic annotations for WSDL and XML schema. W3C recommendation, W3C, Aug. 2007. http://www.w3.org/TR/2007/REC-sawsdl-20070828/.Google Scholar
- D. Lin. An information-theoretic definition of similarity. In The Fifteenth International Conference on Machine Learning (ICML), Madison, Wisconson, USA, July 24--27, pages 296--304, 1998. Google ScholarDigital Library
- D. Martin et al. Owl-s: Semantic markup for web services. Technical report, 2004.Google Scholar
- S.-C. Oh, H. Kil, D. Lee, and S. R. T. Kumara. WSBen: A Web Services Discovery and Composition Benchmark. In 2006 IEEE International Conference on Web Services (ICWS 2006), 18--22 September 2006, Chicago, Illinois, USA, 2006. Google ScholarDigital Library
- T. Pilioura and A. Tsalgatidou. Unified publication and discovery of semantic web services. ACM Transactions on the Web (TWEB), 3(3), 2009. Google ScholarDigital Library
- G. Qian, S. Sural, Y. Gu, and S. Pramanik. Similarity between euclidean and cosine angle distance for nearest neighbor queries. In Proceedings of the 2004 ACM symposium on Applied computing, 2004. Google ScholarDigital Library
- S. Ratnasamy, P. Francis, M. Handley, R. M. Karp, and S. Shenker. A scalable content-addressable network. In SIGCOMM, pages 161--172, 2001. Google ScholarDigital Library
- P. Resnik. Using information content to evaluate semantic similarity in a taxonomy. In The International Joint Conference on AI, IJCAI, 20--25 August, Montreal, Canada, pages 448--453, 1995. Google ScholarDigital Library
- G. Salton and C. Buckley. Term weighting approaches in automatic text retrieval. Technical report, 1987. Google ScholarDigital Library
- G. Salton, A. Wong, and C. S. Yang. A vector space model for automatic indexing. Commun. ACM, 18(11):613--620, 1975. Google ScholarDigital Library
- R. Saraçoglu, K. Tutuncu, and N. Allahverdi. A fuzzy clustering approach for finding similar documents using a novel similarity measure. Expert Systems with Applications, 33(3):600--605, 2007. Google ScholarDigital Library
- M. Sellami, O. Bouchaala, W. Gaaloul, and S. Tata. WSRD: A Web Services Registry Description. In The 10th international conference on New Technologies of Distributed Systems, NOTERE 2010, May 31- June 2, Tozeur, Tunisia, pages 89--96, 2010.Google ScholarCross Ref
- M. Sellami, W. Gaaloul, S. Tata, and M. Jmaiel. Using recommendation to limit search space in web services discovery. In 24th IEEE International Conference on Advanced Information Networking and Applications, AINA 2010, Perth, Australia, 20--13 April 2010, pages 974--981, 2010. Google ScholarDigital Library
- K. Sivashanmugam, K. Verma, and A. P. Sheth. Discovery of web services in a federated registry environment. In Proceedings of the IEEE International Conference on Web Services (ICWS'04), San Diego, California, USA, pages 270--278. IEEE Computer Society, 2004. Google ScholarDigital Library
- K. Verma, K. Sivashanmugam, A. Sheth, A. Patil, S. Oundhakar, and J. Miller. Meteor-s wsdi: A scalable p2p infrastructure of registries for semantic publication and discovery of web services. Inf. Technol. and Management, 6(1):17--39, 2005. Google ScholarDigital Library
- B. Xu and D. Chen. Semantic web services discovery in p2p environment. In ICPPW '07: Proceedings of the 2007 International Conference on Parallel Processing Workshops, page 60. IEEE Computer Society, 2007. Google ScholarDigital Library
- Y. Xu, S. Tang, Y. Xu, R. Xiao, and L. Fang. Discovering web services based on match history. In Advances in Intelligent Web Mastering, Proceedings of the 5th Atlantic Web Intelligence Conference - AWIC, Fontainbleau, France, June 25--27, pages 363--368, 2007.Google Scholar
Index Terms
- An implicit approach for building communities of web service registries
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