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A metamodel approach to flexible semantic web service discovery

Published: 26 October 2010 Publication History

Abstract

In this paper we describe an approach for service discovery supported by semantic annotations. We propose a metamodel representation of both the WSDL documents and the associated semantic annotations. Based on this metamodel, effective service discovery is achieved by a Datalog engine implementing flexible matchmaking techniques that allow both exact and partial matches among search results. The metamodel is supported by a storage system that ensures scalability of the entire process. Finally we illustrate experiments on a public dataset of semantic service descriptions.

References

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P. Atzeni, P. Cappellari, R. Torlone, P. A. Bernstein, G. Gianforme. Model-independent schema translation. In VLDB Journal, 17(6): 1347--1370, 2008.
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D. Bianchini, V. De Antonellis, M. Melchiori. Flexible Semantic-Based Service Matchmaking and Discovery. In World Wide Web Journal, 11(2): 227--251, 2008.
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A. Calì, G. Gottlob, and T. Lukasiewicz. A General Datalog-Based Framework for Tractable Query Answering over Ontologies. In Proc. of the 28th ACM Symposium on Principles of Database Systems (PODS'09), 2009.
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R. De Virgilio. Management of Semantic Web Services. Technical Report, RT-DIA-153, Università Roma Tre, 2009.
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M. Klusch, B. Fries and K. Sycara. OWLS-MX: a hybrid Semantic Web service matchmaker for OWL-S service. In J. Web Sem. 7(2):121--133, 2009.
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I. Horrocks and L. Li. A Software Framework for Matchmaking Based on Semantic Web Technology. In Int. Journal of Electronic Commerce 8(4): 39--60, 2004.
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F. Kaufer and M. Klusch. WSMO-MX: A Logic Programming Based Hybrid Service Matchmaker. In Proc. of 4th European Conf. on Web Services (ECOWS'06), 2006.
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M. Klusch, P. Kapahnke. Semantic Web Service Selection with SAWSDL-MX. In Proc. of 2th Int. Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web (SMRR'08), 2008.

Cited By

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  • (2013)A bottom-up, knowledge-aware approach to integrating and querying web data servicesACM Transactions on the Web (TWEB)10.1145/24935367:4(1-33)Online publication date: 1-Nov-2013

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cover image ACM Conferences
CIKM '10: Proceedings of the 19th ACM international conference on Information and knowledge management
October 2010
2036 pages
ISBN:9781450300995
DOI:10.1145/1871437
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 26 October 2010

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Author Tags

  1. datalog
  2. metamodel
  3. semantic web service
  4. service matchmaking

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Cited By

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  • (2013)A bottom-up, knowledge-aware approach to integrating and querying web data servicesACM Transactions on the Web (TWEB)10.1145/24935367:4(1-33)Online publication date: 1-Nov-2013

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