Personalized web service ranking via user group combining association rule

2009 IEEE International Conference on Web Services, ICWS 2009

Volumn , Issue , 2009, Pages 445-452

  Rong, Wenge ^a   Liu, Kecheng ^a   Liang, Lin ^a  

^a UNIVERSITY OF READING   (United Kingdom)

Author keywords

Association rule; Personalization; Ranking; User group; Web service selection

Indexed keywords

COLLABORATIVE FILTERING; DYNAMIC BUSINESS; PERSONALIZATION; PUBLIC REPOSITORIES; RANKING; SELECTION MECHANISM; SIMILAR INTERESTS; USER GROUP; USER GROUPS; WEB SERVICE COMPOSITION; WEB SERVICE DISCOVERY; WEB SERVICE RANKING; WEB SERVICE SELECTION;

ASSOCIATION RULES; ASSOCIATIVE PROCESSING; INFORMATION SERVICES; SEMANTICS; WEB SERVICES;

SERVICE ORIENTED ARCHITECTURE (SOA);

EID: 70449559104     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICWS.2009.113     Document Type: Conference Paper

References (35)

1. H. Haas, and A. Brown, "Web Services Glossary", W3C Working Group Note 11, http://www.w3.org/TR/ws-gloss/.
2. UDDI, "The UDDI Technical White Paper" http://www.uddi.org/ pubs/Iru-UDDI-Technical-White-Paper.pdf.
3. st International Semantic Web Conference, Sardinia, Italy, 2002, pp. 348-363.
4. W3C, "Web Services Semantics - WSDL-S", http://www.w3.org/ Submission/WSDL-S/.
5. rd European Semantic Web Conference, Budva, Montenegro, 2006, pp. 590-604.
6. st International Workshop on Semantic Web Services and Web Process Composition, California, USA, 2004, pp. 26-42.
7. E. Christensen, F. Curbera, G. Meredith, and S. Weerawarana, "Web Services Description Language (WSDL) 1.1", W3C Note, 2001.
8. R.M. Sreenath, and M. P. Singh, "Agent-based service selection", Journal of Web Semantics, Vol. 1, No. 3, 2004, pp. 261-279.
9. th International Joint Conference on Autonomous Agents and Multiagent Systems, Hakodate, Japan, 2006, pp. 915-922. (Pubitemid 46613751)
10. th IEEE International Conference on Pervasive Computing and Communications Workshops, White Plains, New York, USA, 2007, pp. 601-605.
11. th International Conference on Advanced Information Systems Engineering, Riga, Latvia, 2004, pp. 322-337.
12. th Annual Hawaii International Conference on System Sciences, Hawaii, USA, 2005.
13. B. Medjahed, and Y. Atif, "Context-based matching for Web service composition", Distributed and Parallel Databases, Vol. 21, No. 1, Springer, 2007, pp. 5-37.
14. S. Ran, "A model for web services discovery with QoS", ACM SIGecom Exchanges, Vol. 4, No. 1, 2003, pp. 1-10.
15. U.S. Manikrao, and T.V. Prabhakar, "Dynamic Selection of Web Services with Recommendation System", In Proceedings of 2005 International Conference on Next Generation Web Services Practices, 2005, pp. 117-121.
16. L. Shao, J. Zhang, Y. Wei, J. Zhao, B. Xie, and H. Mei, "Personalized QoS Prediction for Web Services via Collaborative Filtering", In Proceedings of 2007 IEEE International Conference on Web Services, Salt Lake City, Utah, USA, 2007, pp. 439-446.
17. M. Kerrigan, "Web Service Selection Mechanisms in the Web Service Execution Environment (WSMX), In Proceedings of 2006 ACM Symposium on Applied Computing, 2006, pp. 1664-1668.
18. G. Adomavicius, and A. Tuzhilin, "Toward the Next Generation of Recommender Systems: A Survey of the State-of-the-Art and Possible Extensions", IEEE Transactions on Knowledge and Data Engineering, Vol. 17, No. 6, 2005, pp. 734-749.
19. th International Conference on Intelligent User Interfaces, 2001, pp. 33-40.
20. Q. Liang, J. Chung, S. Miller, and Y. Ouyang, "Service Pattern Discovery of Web Service Mining in Web Service Registry- Repository", In Proceedings of 2006 IEEE International Conference on e-Business Engineering, Shanghai, China, 2006, pp. 286-293.
21. S. Basu, F. Casati, and F. Daniel, "Web Service Dependency Discovery Tool for SOA Management", In Proceedings of 2007 International conference on Service Computing, Salt Lake City, Utah, USA, 2007, pp. 684-685.
22. D. Rocco, J. Caverlee, L. Liu, and T. Critchlow, "Domain-specific Web Service Discovery with Service Class Descriptions", In Proceedings of 2005 IEEE International Conference on Web Services, Orlando, Florida, USA, 2005, pp. 481-488.
23. E.Rih, "User modeling via stereotypes", Cognitive Science, Vol. 3, No. 4, 1979.
24. th International Conference on Uncertainty in Artificial Intelligence, 1998, pp. 43-52.
25. P. Resnick, N. Iakovou, M. Sushak, P. Bergstrom, and J. Riedl, "GroupLens: An Open Architecture for Collaborative Filtering of Netnews", In Proceedings of 1994 ACM Conference on Computer Supported Cooperative Work, 1994, pp. 175-186.
26. U. Shardanand, and P. Maes, "Social Information Filtering: Algorithms for Automating 'Word of Mouth'", In Proceedings of 1995 International Conference on Human Factors in Computing Systems, 1995, pp, 210-217.
27. M. Schoop, A. de Moor, and J. L. G. Dietz, "The pragmatic web: a manifesto", Communication of the ACM, Vol. 49, No. 5, 2006.
28. K. Verma, R. Akkiraju, R. Goodwin, P. Doshi, and J. Lee, "On Accommodating Inter Service Dependencies in Web Process Flow Composition", In Proceedings of 2004 AAAI Spring Symposium, Menlo Park, California, 2004, pp. 37-43.
29. H.Cervantes and R. S. Hall, "Automating Service Dependency Management in a Service-Oriented Component Model", In Proceedings of the 6th International Workshop on Component-Based Software Engineering, USA, 2003.
30. D. W. Oard and J. Kim, "Implicit Feedback for Recommender Systems", In Proceedings of 1998 AAAI Workshops on Recommender Systems, USA, 1998.
31. M. Á. Corella and P. Castells, "Semi-automatic Semantic-Based Web Service Classification", In Proceedings of 2006 International Workshop of Business Process Management, Vienna, Austria, 2006, pp. 459-470.
32. R. Agrawal, T. Imielinski and A.N. Swami, "Mining Association Rules between Sets of Items in Large Databases", In Proceedings of 1993 ACM International Conference on Management of Data, Washington D.C, USA, 1993, pp. 207-216.
33. R. Agrawal and R. Srikant, "Fast Algorithms for Mining Association Rules in Large Databases", In Proceedings of 20th International Conference on Very Large Data Bases, Santiago de Chile, Chile, 1994, pp. 487-499.
34. Y. Li, Y. Liu, L. Zhang, G. Li, B. Xie, and J. Sun, "An Exploratory Study of Web Services on the Internet", In Proceedings of 2007 IEEE International Conference on Web Services, Salt Lake City, Utah, USA, 2007, pp. 380-387.
35. th ACM International World Wide Web Conference, Beijing, China 2008, pp. 795-804.