Model driven specification of ontology translations

F Silva Parreiras, S Staab, S Schenk… - … Conference on Conceptual …, 2008 - Springer
F Silva Parreiras, S Staab, S Schenk, A Winter
International Conference on Conceptual Modeling, 2008Springer
The alignment of different ontologies requires the specification, representation and
execution of translation rules. The rules need to integrate translations at the lexical, the
syntactic and the semantic layer requiring semantic reasoning as well as low-level
specification of ad-hoc conversions of data. Existing formalisms for representing translation
rules cannot cover the representation needs of these three layers in one model. We propose
a metamodel-based representation of ontology alignments that integrate semantic …
Abstract
The alignment of different ontologies requires the specification, representation and execution of translation rules. The rules need to integrate translations at the lexical, the syntactic and the semantic layer requiring semantic reasoning as well as low-level specification of ad-hoc conversions of data. Existing formalisms for representing translation rules cannot cover the representation needs of these three layers in one model. We propose a metamodel-based representation of ontology alignments that integrate semantic translations using description logics and lower level translation specifications into one model of representation for ontology alignments.
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