A Vector Based Method of Ontology Matching

  • Authors:
  • Zahra Eidoon;Nasser Yazdani;Farhad Oroumchian

  • Affiliations:
  • -;-;-

  • Venue:
  • SKG '07 Proceedings of the Third International Conference on Semantics, Knowledge and Grid
  • Year:
  • 2007

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Abstract

Semantic interoperability is highly influenced by similarities and differences which exist between ontologies. Ontology matching as a solution for finding corresponding concepts among ontologies has emerged to facilitate semantic based negotiations of applications. This paper presents a method of ontology matching which is based on vectorizing ontologies and estimating their similarity degree. A post processing with two heuristic rules also has been employed to improve the results. The proposed method is successfully applied to the test suit of Ontology Alignment Evaluation Initiative 2005 [10] and compared to results obtained by other methods. In general the preliminary results are encouraging and we will continue with the results of some other ontology matchers.