Conservativity Principle Violations for Ontology Alignment: Survey and Trends

Conservativity Principle Violations for Ontology Alignment: Survey and Trends

Автор: Yahia Atig, Ahmed Zahaf, Djelloul Bouchiha

Журнал: International Journal of Information Technology and Computer Science(IJITCS) @ijitcs

Статья в выпуске: 7 Vol. 8, 2016 года.

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Ontology matching techniques are a solution to overcome the problem of interoperability between ontologies. However, the generated mappings suffer from logical defects that influence their usefulness. In this paper we present a detailed analysis of the problem so-called conservativity principle; alignment between ontologies should never generate new knowledge compared to those generated by reasoning solely on ontologies. We also study the sub-problems; Ontology change and Satisfiability preservation problems and compare the related works and their way to detect and repair conservativity principle. At the end we present a set of open research issues.

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Conservativity Principle Violations, Ontology Alignment, Ontology Matching, Semantic Web

Короткий адрес: https://sciup.org/15012528

IDR: 15012528

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