Semantic Web Service Selection Using Particle Swarm Optimization (Pso)

  ijett-book-cover  International Journal of Engineering Trends and Technology (IJETT)          
  
© 2013 by IJETT Journal
Volume-4 Issue-4                       
Year of Publication : 2013
Authors : S.K.Yaamini , I.Suganya

Citation 

S.K.Yaamini , I.Suganya. "Semantic Web Service Selection Using Particle Swarm Optimization (Pso) ". International Journal of Engineering Trends and Technology (IJETT). V4(4):603-607 Apr 2013. ISSN:2231-5381. www.ijettjournal.org. published by seventh sense research group

Abstract

Service selection is a major constraint to discover and deliver services in a user friendly manner. In our system, we are enhancing and evaluating reliability of service discovery by adapting Particle Swa rm Optimization (PSO) Algorithm in ontology repository to discover selected services. Our prop osed technique is useful for ordinary search as well as semantic search corresponding to the service request using ontology repository. Here , the ontologies are reposited in ontology repository based on some set of concepts related with the domain knowledge. The knowledge provided by ontology repository helps service requestors/user s to find semantic service from heterogeneous database and imp roves interoperatability , reasoning support and user - centricity. Reliability of service selection ar e evaluated based on the parameters search Time and memory accessing time

References

[1] Dessislava Petrova, Antonova Sylvia Ilie va, “Towards a Unifying View of QoS - EnhancedWeb Service Descript ion and Discovery Approaches”, Young Researchers Workshop on Service - Oriented Computing 2009
[2] T.Strang and C.L - Popien, “A context modeling survey” The 6th International conference on Ubiquitous Computing, Sept 2004.
[3] The Protégé Ontology Edit or [Online] :http://protégé.stanford.edu/.
[4] Rohallah Benaboud, Ramdane Maamri, and Zaïdi Sahnoun, “Semantic Web Service Discovery Based on Agents and Ontology”, International Journal of Innovation, Management and Technology, Vol. 3, No. 4, August 20 11
[5] Zibin Zheng, Hao Ma, Michael R. Lyu, Irvin King, “QOS Aware web service recommendation by collaborative filtering”, IEEE Transactions on services computing, April - june 2012
[6] Ivan Di Pietro, Francesco Pagliarecci, and Luca Spalazzi, “Model C hecking Semantically Annotated Services”, IEEE Transactions on software engineering, vol. 38, no. 3, may/june 2012
[7] E.Pejman, Y.Rastegari, P.Majlesi Esfahani, A.Salajegheh, “Web service Composition Methods: a survey”, Proceedings of International co nference of engineers and computer scientists”, March 2012
[8] Cuiting Huang, Gyu myoung Lee, Noel Crespi , “A Semantic Enhanced Service Exposure Model For A Converged Service Environment”, IEEE Communications Magazine, March 2012
[9] Ms.Vhatkar Var sha Vilasrao, “Web Data Extraction using Ontology and SWRL”, International Journal of Computer Technology and Electronics Engineering (IJCTEE), 2011
[10] Murat Sensoy an d P. nar Yolum, “Ontology - Based Service r epresentation and Selection”, IEEE transacti ons on knowledge and data engineering, august 2007
[11] K.Sridevi, Dr. R.UmaRani, “A Survey of Semantic based Solutions to Web Mining”, International Journal of Emerging Trends and Technology in Computer Science (IJETTS), Volume 1, July - August 2012 .
[12] Maedche. A , Motik. B, and Stojanovic. L , “ Managing Multiple and Distributed Ontologies on the Semantic Web ” The VLDB Journal 12:286 - 302, 2003.
[13] J . Kennedy R. C. Eberhart, “ Particle Swarm Optimization ”, in proc. IEEE. Int. Conf. on Neural - Networks, pp. 1942 - 1948.1995
[14] K. O. Jones, "comparison of genetic algorithms and particle swarm optimiz ation for fermentation feed profile determination", Int. Conf. on Computer Systems and Tecnologies, 2006.
[15] Sahbi Boubaker, Faouzi M’Sahli, “ Solutions B ased on Particle Swarm Optimizatio n for Optimal Control Problems of Hybrid Autonomous Switched Systems”, International J ourn al of Intelligent Control and S ystems , vol. 13, no. 2, J une 2008, 128 - 135 .
[16] Mr. C. Jayaprakash, S.K.Yaamini, Dr.V.Mahes wari, “Heterogeneous Web Service Selection from Ontology Repository”, Proc. Int’l Conf on Research Trends in Recent Technologies (ICRTCT 2013), Jan 2013
[17] Mr. C. Jayaprakash, S.K.Yaamini, Dr.V.Maheswari, “Heterogeneous Web Service Selection from Ontolog y Repository using Service Selection Algorithms”, Proc. Int’l Conf on Mathematics and Information Technology (ICMIT), WAIRCO 2013, Mar 2013
[18] Mr. C.Jayaprakash, S.K.Yaamini, Dr. V. Maheswari, “ Semantic Service Selection using Genetic Algorithm”, Int’ l Conference on Information and Communication Technologies”, April 11 - 12, 2013
[19] Mr . C.Jayaprakash, S.K.Yaamini, “ Heterogeneous Web Service Selection from Ontology Repository ”, National Conference – NICE ’13 ”, Mar 15 - 16 , 2013

Keywords
Semantic Web (SW), Ontology Repository (OR) , Swarm Partcle Optimizatio n (PSO) Algorithm, World Wide Web (WWW ); Web Ontology Language (OWL); Resource Description Framework (RDF)