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Reconciling Agent Ontologies for Web Service Applications

  • Jingshan Huang
  • Rosa Laura Zavala Gutiérrez
  • Benito Mendoza García
  • Michael N. Huhns
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3550)

Abstract

Because there is still no agreed-upon global ontology, Web services supplied by different providers typically have individual and unique semantics, described by independently developed ontologies. The seamless connection of these distributed Web services for business-to-business applications depends heavily on reconciling the disparate semantics, possibly by integrating the ontologies. In this paper, we describe an approach to reconcile ontologies from distributed Web services. Our approach is totally automated, and features the following: i) alignment of the ontologies is performed without previous agreement on the semantics of the terminology in each ontology; ii) both linguistic and contextual features are considered; iii) the use of WordNet for linguistic analysis; iv) integration of heuristic knowledge for contextual analysis; and v) inference of new relationships by applying several rules based on domain-independent relationships and property lists. Experiments have been carried out to show the promising results of our system.

Keywords

Multiagent System Ontology Concept Ontology Match Property List Heuristic Knowledge 
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.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2005

Authors and Affiliations

  • Jingshan Huang
    • 1
  • Rosa Laura Zavala Gutiérrez
    • 1
  • Benito Mendoza García
    • 1
  • Michael N. Huhns
    • 1
  1. 1.Computer Science and Engineering DepartmentUniversity of South CarolinaColumbiaUSA

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