Abstract
Various semantic web service discovery techniques have been proposed, many of which perform the profile based service signature (I/O) matching. However, the service I/O concepts are not sufficient to discover web services accurately. This paper presents a new method to enhance the semantic description of semantic web service by using the semantic constraints of service I/O concepts in specific context. The semantic constraints described in a constraint graph are extracted automatically from the parsing results of the service description text by a set of heuristic rules. The corresponding semantic web service matchmaker performs not only the profile’s semantic matching but also the matching of their semantic constraints with the help of a constraint graph based matchmaking algorithm. The experiment results are encouraging when applying the semantic constraint to discover semantic web services on the service retrieval test collection OWLS-TC v2.
This research is supported by the National Grand Fundamental Research Program of China under Grant No. 2005CB321802, the Program for New Century Excellent Talents in University(NCET-06-0926), and the National Natural Science Foundation of China (60403050, 90612009).
Chapter PDF
Similar content being viewed by others
Keywords
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.
References
Lu, X., Wang, H., Wang, J.: Internet-based virtual computing environment(ivce): Concepts and architecture. Science in China Series F: Information Sciences 49(6), 681–701 (2006)
Klusch, M.: Semantic services coordination. In: Schumacher, M., Helin, H., Schuldt, H. (eds.) CASCOM - Intelligent Service Coordination in the Semantic Web, ch. 4. Springer, Heidelberg (2008)
Martin, D., Burstein, M., Hobbs, J., Lassila, O., McDermott, D., Mcllraith, S., Narayanan, S., Paolucci, M., Parsia, B., Terry, P., Sirin, E., Srinivasan, N., Sycara, K.: Owl-s: Semantic markup for web services (2004), http://www.w3.org/Submission/OWL-S/
de Bruijn, J., Bussler, C., John, D., Fensel, D., Hepp, M., Kifer, M., König-Ries, B., Kopecky, J., Lara, R., Oren, E., Polleres, A., Scicluna, J., Stollberg, M.: D2v1.3. web service modeling ontology (wsmo) (2006), http://www.wsmo.org/TR/d2/v1.3/
Akkiraju, R., Farrell, J., Miller, J., Nagarajan, M., Schmidt, M.-T., Sheth, A., Verma, K.: Web service semantics - WSDL-S (2005), http://www.w3.org/Submission/WSDL-S/
Farrell, J., Lausen, H.: Semantic annotations for WSDL and XML schema (2007), http://www.w3.org/TR/sawsdl/
Kaufer, F., Klusch, M.: Wsmo-mx:a logic programming based hybrid service matchmaker. In: 4th European Conference on Web Service, Zurich, Switzerland, pp. 161–170. IEEE CS Press, Los Alamitos (2006)
Stollberg, M., Keller, U., Lausen, H., Heymans, S.: Two-phase web service discovery based on rich functional descriptions. In: Franconi, E., Kifer, M., May, W. (eds.) ESWC 2007. LNCS, vol. 4519, pp. 99–113. Springer, Heidelberg (2007)
Jaeger, M.C., Rojec-Goldmann, G., Liebetruth, C., Mühl, G., Geihs, K.: Ranked matching for service descriptions using owl-s. In: KiVS 2005, Informatik Aktuell, pp. 42–113 (2005)
Klusch, M., Fries, B., Sycara, K.: Automated semantic web service discovery with owls-mx. In: 5th International Joint Conference on Autonomous Agents and Multi-Agent Systems(AAMAS), Hakodate, Japan, pp. 915–922. ACM, New York (2006)
Verma, K., Sivashanmugam, K., Sheth, A., Patil, A., Oundhakar, S., Miller, J.: Meteor-s wsdi: A scalable p2p infrastructure of registries for semantic publication and discovery of web services. Information Technology and Management 6, 17–39 (2005)
Paolucci, M., Kawamura, T., Payne, T.R., Sycara, K.: Semantic matching of web services capabilities. In: Horrocks, I., Hendler, J. (eds.) ISWC 2002. LNCS, vol. 2342, pp. 333–347. Springer, Heidelberg (2002)
Constantinescu, I., Faltings, B.: Efficient matchmaking and directory services. In: IEEE/WIC International Conference on Web Intelligence, Washington, DC, USA. IEEE Computer Society, Los Alamitos (2003)
Srinivasan, N., Paolucci, M., Sycara, K.: Semantic web service discovery in the owl-s ide. In: 39th Hawaii International Conference on System Sciences, Washington, DC, USA, vol. 6. IEEE Computer Society, Los Alamitos (2005)
Klusch, M., Fries, B., Khalid, M., Sycara, K.: Owls-mx:hybrid semantic web service retrieval. In: 1st International AAAI Fall Symposium on Agents and the Semantic Web, Arlington VA, USA (2005)
Srinivasan, N., Paolucci, M., Sycara, K.: An efficient algorithm for owl-s based semantic search in uddi. In: Cardoso, J., Sheth, A.P. (eds.) SWSWPC 2004. LNCS, vol. 3387, pp. 96–110. Springer, Heidelberg (2005)
Kiefer, C., Abraham, B.: The creation and evaluation of isparql strategies for matchmaking. In: Bechhofer, S., Hauswirth, M., Hoffmann, J., Koubarakis, M. (eds.) ESWC 2008. LNCS, vol. 5021, pp. 463–477. Springer, Heidelberg (2008)
Hull, D., Zolin, E., Bovykin, A., Horrocks, I., Sattler, U., Stevens, R.: Deciding semantic matching of stateless services. In: 21st National Conference on Artificial Intelligence (AAAI 2006), pp. 1319–1324 (2006)
Jaeger, M.C., Tang, S.: Ranked matching for service descriptions using daml-s. In: CAiSE Workshops, Riga, Latvia, pp. 217–228 (2004)
Cunningham, H., Maynard, D., Bontcheva, K., Tablan, V.: Gate: A framework and graphical development environment for robust nlp tools and applications. In: 40th Anniversary Meeting of the Association for Computational Linguistics (ACL 2002) (2002)
Heß, A., Kushmerick, N.: Assam:a tool for semi-automatically annotating semantic web services. In: 3rd International Semantic Web Conference, pp. 320–334 (2004)
Oldham, N., Thomas, C., Sheth, A., Verma, K.: Meteor-s web service annotation framework with machine learning classification. In: Cardoso, J., Sheth, A.P. (eds.) SWSWPC 2004. LNCS, vol. 3387, pp. 137–146. Springer, Heidelberg (2005)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Wei, D., Wang, T., Wang, J., Chen, Y. (2008). Extracting Semantic Constraint from Description Text for Semantic Web Service Discovery. In: Sheth, A., et al. The Semantic Web - ISWC 2008. ISWC 2008. Lecture Notes in Computer Science, vol 5318. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-88564-1_10
Download citation
DOI: https://doi.org/10.1007/978-3-540-88564-1_10
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-88563-4
Online ISBN: 978-3-540-88564-1
eBook Packages: Computer ScienceComputer Science (R0)