New approach for ontology matching using consensus theory

Nguyễn Văn Trung, Phan Bá Trí, Hoàng Hữu Hạnh

Abstract


The reuse of ontology has been an important factor in developing shared knowledge on the Semantic Web. However, this cannot completely reduce conflict potentials in knowledge bases. In the ontology integration process on the concept level, we need to determine the domain and range ofproperties of integrating ontologies. This paper presents an algorithm for ontology integration on concept level based on the consensus theory and an evaluation function of a similarity measure between concepts in its hierarchical structure. This paper also proves that the consensus theory is a useful tool for building collective knowledge from different sources.


Keywords


Ontology, integration, consensus theory, semantic distance.

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DOI: https://doi.org/10.15625/1813-9663/30/3/2953

Journal of Computer Science and Cybernetics ISSN: 1813-9663

Published by Vietnam Academy of Science and Technology