Chapter

Data Management in Grid and Peer-to-Peer Systems

Volume 5697 of the series Lecture Notes in Computer Science pp 124-135

A Semantic-Based Ontology Matching Process for PDMS

  • Carlos Eduardo PiresAffiliated withCenter for Informatics, Federal University of Pernambuco (UFPE)
  • , Damires SouzaAffiliated withCenter for Informatics, Federal University of Pernambuco (UFPE)Science and Technology of Paraiba - IFPB, Federal Institute of Education
  • , Thiago PachêcoAffiliated withCenter for Informatics, Federal University of Pernambuco (UFPE)
  • , Ana Carolina SalgadoAffiliated withCenter for Informatics, Federal University of Pernambuco (UFPE)

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Abstract

In Peer Data Management Systems (PDMS), ontology matching can be employed to reconcile peer ontologies and find correspondences between their elements. However, traditional approaches to ontology matching mainly rely on linguistic and/or structural techniques. In this paper, we propose a semantic-based ontology matching process which tries to overcome the limitations of traditional approaches by using semantics. To this end, we present a semantic matcher which identifies, besides the common types of correspondences (equivalence), some other ones (e.g., closeness). We also present an approach for determining a global similarity measure between two peer ontologies based on the identified similarity value of each correspondence. To clarify matters, we provide an example illustrating how the proposed approach can be used in a PDMS and some obtained experimental results.

Keywords

Ontology Matching Semantic Matching Semantic Correspondences Similarity Measure PDMS