Context-based matching and ranking of web services for composition

IEEE Transactions on Services Computing

Volumn 2, Issue 3, 2009, Pages 210-222

  Segev, Aviv ^a   Toch, Eran ^b  

^a Korea Advanced Institute of Science and Technology (KAIST)   (South Korea)

^b CARNEGIE MELLON UNIVERSITY   (United States)

Author keywords

Intelligent Web services and semantic Web; Internet reasoning services; Web text analysis

Indexed keywords

ADDED VALUES; CONTEXT ANALYSIS; CONTEXT-BASED; CONTEXT-BASED SEMANTICS; DESCRIPTORS; FREE TEXTS; INTELLIGENT WEB SERVICES AND SEMANTIC WEB; INTERNET REASONING SERVICES; RANKING APPROACH; REAL-WORLD; RECALL AND PRECISION; SEMANTIC MATCHING; SEMANTIC UNDERSTANDING; SERVICE COMPOSITIONS; SERVICE DESCRIPTION; TEXTUAL DESCRIPTION; WEB TEXT ANALYSIS;

CHEMICAL ANALYSIS; INTERNET; MOBILE TELECOMMUNICATION SYSTEMS; MULTI AGENT SYSTEMS; SEMANTIC WEB; SEMANTICS; TEXT PROCESSING; WORD PROCESSING;

WEB SERVICES;

EID: 70349434872     PISSN: 19391374     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSC.2009.14     Document Type: Article

References (34)

1. E. Christensen, F. Curbera, G. Meredith, and S. Weerawarana, "WSDL Web Services Description Language," W3C Candidate Recommendation, http://www.w3.org/TR/2001/NOTE-wsdl-20010315, 2001.
2. C. Platzer and S. Dustdar, "A Vector Space Search Engine for Web Services," Proc. Third European Conf. Web Services (ECOWS '05), 2005.
3. A. Ankolekar, D. Martin, Z. Zeng, J. Hobbs, K. Sycara, B. Burstein, M. Paolucci, O. Lassila, S. Mcilraith, S. Narayanan, and P. Payne, "DAML-S: Semantic Markup for Web Services," Proc. Int'l Semantic Web Workshop (SWWS '01), July 2001.
4. R. Akkiraju, J. Farrell, J. Miller, M. Nagarajan, M.T. Schmidt, A. Sheth, and K. Verma, "WSDL-S Web Service Semantics," W3C Candidate Recommendation, http://www.w3.org/Submission/WSDL-S/, 2005.
5. S. Bechhofer, F. van Harmelen, J. Hendler, I. Horrocks, D. McGuinness, P. Patel-Schneider, and L. Stein, "OWL Web Ontology Language Reference," W3C, W3C Candidate Recommendation, http://www.w3.org/TR/ owl-ref/, 2004.
6. M. Paolucci, T. Kawamura, T. Payne, and K. Sycara, "Semantic Matching of Web Services Capabilities," Proc. Int'l Semantic Web Conf., 2002.
7. Introduction to Modern Information Retrieval, G. Salton and M. McGill, eds. McGraw-Hill, 1983.
8. A. Segev, M. Leshno, and M. Zviran, "Context Recognition Using Internet as a Knowledge Base," J. Intelligent Information Systems, vol. 29, no. 3, pp. 305-327, 2007.
9. A. Segev and A. Gal, "Putting Things in Context: A Topological Approach to Mapping Contexts to Ontologies," J. Data Semantics, vol. 9, pp. 113-140, 2007.
10. A.K. Dey, "Providing Architectural Support for Building Context-Aware Applications," PhD thesis, Georgia Inst. of Technology, 2000.
11. J. Rao, D. Dimitrov, P. Hofmann, and N. Sadeh, "A Mixed Initiative Approach to Semantic Web Service Discovery and Composition: Sap's Guided Procedures Framework," Proc. IEEE Int'l Conf. Web Services (ICWS '06), pp. 401-410, 2006.
12. J. Farrell and H. Lausen, "Semantic Annotations for wsdl and xml Schema SAWSDL," W3C Candidate Recommendation, http://www.w3.org/TR/2007/REC-sawsdl-20070828/, 2007.
13. A. Heß, E. Johnston, and N. Kushmerick, "ASSAM: A Tool for Semi-Automatically Annotating Semantic Web Services," Proc. Int'l Semantic Web Conf., pp. 320-334, 2004.
14. C.J.V. Rijsbergen, Information Retrieval, second ed. Butterworths, 1979.
15. T. Mitchell, Machine Learning. McGraw Hill, 1997.
16. S. Robertson, "Understanding Inverse Document Frequency: On Theoretical Arguments for IDF," J. Documentation, vol. 60, no. 5, pp. 503-520, 2004.
17. C. Mooers, "Descriptors," Encyclopedia of Library and Information Science, vol. 7, pp. 31-45, Marcel Dekker, 1972.
18. J. McCarthy, "Notes on Formalizing Context," Proc. 13th Int'l Joint Conf. Artificial Intelligence, 1993.
19. R. Chau and C. Yeh, "A Multilingual Text Mining Approach to Web Cross-Lingual Text Retrieval," Knowledge-Based Systems, vol. 17, pp. 219-227, 2001.
20. A. Segev and A. Gal, "Multilingual Ontology-Based Knowledge Management," Decision Support Systems, vol. 45, pp. 567-584, 2008.
21. A. Segev and A. Gal, "Ontology Verification Using Contexts," Proc. European Conf. Artificial Intelligence (ECAI) - Workshop Contexts and Ontologies: Theory, Practice and Applications, 2006.
22. M. Klusch, B. Fries, M. Khalid, and K. Sycara, "OWLS-MX: Hybrid Semantic Web Service Retrieval," Proc. First Int'l AAAI Fall Symp. Agents and the Semantic Web, 2005.
23. S.C. Oh, "Effective Web-Service Composition in Diverse and Large-Scale Service Networks," PhD dissertation, Univ. Park, 2006.
24. G.A. Vouros, F. Dimitrokallis, and K. Kotis, "Look Ma, No Hands: Supporting the Semantic Discovery of Services without Ontologies," Proc. Int'l Workshop Service Matchmaking and Resource Retrieval in the Semantic Web (SMRR), R.L. Hernandez, T.D. Noia, and I. Toma, eds., 2008.
25. E. Toch, A. Gal, and D. Dori, "Automatically Grounding Semantically-Enriched Conceptual Models to Concrete Web Services," ER, L. Delcambre, C. Kop, H. Mayr, J. Mylopoulos, and O. Pastor, eds., pp. 304-319, Springer, 2005.
26. A. Patil, S. Oundhakar, A. Sheth, and K. Verma, "Meteor-s Web Service Annotation Framework," Proc. 13th Int'l Conf. World Wide Web (WWW '04), pp. 553-562, 2004.
27. Z. Duo, L. Juan-Zi, and X. Bin, "Web Service Annotation Using Ontology Mapping," Proc. IEEE Int'l Workshop Service-Oriented System Eng. (SOSE '05), pp. 243-250, 2005.
28. N. Oldham, C. Thomas, A.P. Sheth, and K. Verma, "Meteor-s Web Service Annotation Framework with Machine Learning Classification," Proc. Int'l Workshop Semantic Web Services and Web Process Composition (SWSWPC '04), pp. 137-146, 2004.
29. X. Dong, A. Halevy, J. Madhavan, E. Nemes, and J. Zhang, "Similarity Search for Web Services," Proc. Int'l Conf. Very Large Data Bases pp. 372-383, 2004.
30. S. Bowers and B. Ludäscher, "Towards Automatic Generation of Semantic Types in Scientific Workflows," Proc. Int'l Workshop Scalable Semantic Web Knowledge Base Systems (SSWS '05), pp. 207-216, 2005.
31. K. Belhajjame, S.M. Embury, N.W. Paton, R. Stevens, and C.A. Goble, "Automatic Annotation of Web Services Based on Workflow Definitions," ACM Trans. Web, vol. 2, no. 2, pp. 1-34, 2008.
32. E. Sciore, M. Siegel, and A. Rosenthal, "Using Semantic Values to Facilitate Interoperability among Heterogeneous Information Systems," ACM Trans. Database Systems, vol. 19, no. 2, pp. 254-290, 1994.
33. M. Mrissa, C. Ghedira, D. Benslimane, Z. Maamar, F. Rosenberg, and S. Dustdar, "A Context-Based Mediation Approach to Compose Semantic Web Services," ACM Trans. Internet Technology, vol. 8, no. 1, p. 4, 2007.
34. A. Gal, A. Segev, and E. Toch, "Semantic Methods for Service Categorization - An Empirical Study," Proc. Int'l Workshop Semantic Data and Service Integration (SDSI '07), 2007.