Combining ontology mapping methods using Bayesian networks

Ondřej Šváb, Vojtěch Svátek · International Conference on Ontology Matching · 2006

Bayesian networks (BNs) can capture interdependencies among ontology mapping methods and thus possibly improve the way they are combined. Experiments on ontologies from the OAEI collection are shown, and the possibility of modelling explicit mapping patterns in combination with methods is discussed.

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