Skip to main content

A Semantic Distance Measure for Matching Web Services

  • Conference paper
Web Information Systems Engineering – WISE 2005 Workshops (WISE 2005)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 3807))

Included in the following conference series:

Abstract

A key issue in web services is matching that involves comparing user requests with advertised services and finding the best available ones. In semantic web services, an ontology is used by the matching system to determine the semantic relationship between the requests and the registered services. In this paper, we propose that the semantic relationship can be measured quantitatively in order to provide a more precise similarity measures between the requested and advertised services and to produce a better ranking of relevant services. We proposes and develops a Semantic Distance Measure that is tailored to provide a quantitative measure that indicates similarity between advertised and requested services. We establish that such a measure is an effective means of discriminating services at a level of granularity that is able to enhance the matching process in semantic web services.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Wang, H., Huang, J.Z., Qu, Y., et al.: Web Services: Problems and Future Directions. Web Se antics: Science, Services and Agents on the World Wide Web 1(3), 309–320 (2004)

    Article  Google Scholar 

  2. McIlraith, S.A., Son, T.C., Zeng, H.: Semantic Web Services. IEEE Intelligent Systems 16(2), 46–53 (2001)

    Article  Google Scholar 

  3. Paolucci, M., Kawmura, T., Payne, T., et al.: Semantic Matching of Web Services Capabilities. In: First International Semantic Web Conference, Sardinia, Italy, June 2002, pp. 333–347 (2002)

    Google Scholar 

  4. Berners-Lee, T., Hendler, J., Lassila, O.: The Semantic Web. Scientific American 284(5), 34–43 (2001)

    Article  Google Scholar 

  5. Doan, A., Madhavan, J., Dhamankar, R., et al.: Learning to Match Ontologies on the Semantic Web. VLDB Journal, Special Issue on the Semantic Web 12(4), 303–319 (2003)

    Google Scholar 

  6. Fensel, D.: Ontologies: Silver Bullet for Knowledge Management and Electronic Commerce. Springer, Berlin (2001)

    MATH  Google Scholar 

  7. Ankolekar, A., Hobbs, J., Lassila, O., Martin, D., McIlraith, S., Narayanan, S., Paolucci, M., Payne, T., Sycara, K., Zeng, H.: DAML Services Coalition, DAMLS: Semantic Markup for Web Services. In: Proceedings of the International Semantic Web Working Symposium (SWWS), July 30-August 1, Stanford University, CA (2001)

    Google Scholar 

  8. OWL-S Coalition. OWL-S 1.0 Release. Available at http://www.daml.org/services/owls/1.0/ (last accessed November 05, 2005).

  9. Colucci, S., Di Noia, T., Di Sciascio, E., et al.: Description Logics Approach to Semantic Matching of Web Services. In: Proceedings of the 25th International Conference on Information Technology Interfaces 2003 (ITI 2003), Dubrovnik, Croatia, June 16-19, pp. 545–550 (2003)

    Google Scholar 

  10. Elgedawy, I.: A Conceptual Framework for Web Services Semantic Discovery. In: Proceedings of On The Move (OTM) to meaningful internet systems, Italy, pp. 1004–1016. Springer, Heidelberg (2003)

    Google Scholar 

  11. Wang, Y., Stroulia, E.: Flexible Interface Matching for Web-Service Discovery. In: Proceedings of the Fourth International Conference on Web Information Systems Engineering 2003 (WISE 2003), Roma, Italy, December 10-12, pp. 147–156 (2003)

    Google Scholar 

  12. Budanitsky, A.: Lexical Semantic Relatedness and Its Application in Natural Language Processing. Technical Report, CSRG-390 (August 1999)

    Google Scholar 

  13. Pahl, C., Casey, M.: Ontology support for web service processes. In: Proceedings of the 9th European software engineering conference held jointly with 10th ACM SIGSOFT international symposium on Foundations of software engineering, pp. 208–216 (2003)

    Google Scholar 

  14. Sussna, M.: Word Sense Disambiguation for Free-Text Indexing Using a Massive Semantic Network. In: Proceedings of the Second International Conference on Information and Knowledge Management 1993 (CIKM-1993), Arlington, Virginia, pp. 67–74 (1993)

    Google Scholar 

  15. Sussna, M.J.: Text Retrieval Using Inference in Semantic Metanetworks. PhD thesis, University of California, San Diego (1997)

    Google Scholar 

  16. Lee, J.H., Kim, M.H., Lee, Y.J.: Information Retrieval Based on Conceptual Distance in IS-A Hierarchies. Journal of Documentation 49(2), 188–207 (1993)

    Article  Google Scholar 

  17. Miller, G.A.: Nouns in WordNet. In: Fellbaum, C. (ed.) WordNet: An Electronic Lexical Database, ch. 1, pp. 23–46. The MIT Press, Cambridge (1998)

    Google Scholar 

  18. Hirst, G., St-Onge, D.: Lexical Chains as Representations of Context for the Detection and Correction of Malapropisms. In: Fellbaum, C. (ed.) WordNet: An Electronic Lexical Database, ch.13, pp. 305–332. The MIT Press, Cambridge (1998)

    Google Scholar 

  19. http://www.daml.org/services/owl-s/1.1/BravoAirService.owl (last accessed April 25, 2005)

  20. http://www.daml.org/services/owl-s/1.1/CongoService.owl (last accessed April 25, 2005)

  21. Hunter, J., McLaughlin, B.: JDOM API Javadoc Specification. Technical Report (2004) Available at, http://www.jdom.org/docs/apidocs/ (last accessed June 2, 2005)

  22. McBride, B.: Jena: Implementing the RDF Model and Syntax Specification. In: Proceedings of the Semantic Web Workshop (WWW 2001), Hongkong, China (May 2001)

    Google Scholar 

  23. Friedman-Hill, E.: Jess in Action. Manning Publications Company (October 2003)

    Google Scholar 

  24. Kopena, J., Regli, W.: DAMLJessKB: A Tool for Reasoning with the Semantic Web. IEEE Intelligent System 18(3), 74–77 (2003)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2005 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Bramantoro, A., Krishnaswamy, S., Indrawan, M. (2005). A Semantic Distance Measure for Matching Web Services. In: Dean, M., et al. Web Information Systems Engineering – WISE 2005 Workshops. WISE 2005. Lecture Notes in Computer Science, vol 3807. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11581116_23

Download citation

  • DOI: https://doi.org/10.1007/11581116_23

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-30018-2

  • Online ISBN: 978-3-540-32287-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics