Journal
KNOWLEDGE AND INFORMATION SYSTEMS
Volume 51, Issue 3, Pages 775-819Publisher
SPRINGER LONDON LTD
DOI: 10.1007/s10115-016-0983-3
Keywords
Ontology alignment; Ontology matching; Ontology alignment debugging; Mapping repair
Funding
- European Commission under FP7 Grant [318338]
- EPSRC
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In order to enable interoperability between ontology-based systems, ontology matching techniques have been proposed. However, when the generated mappings lead to undesired logical consequences, their usefulness may be diminished. In this paper, we present an approach to detect and minimize the violations of the so-called conservativity principle where novel subsumption entailments between named concepts in one of the input ontologies are considered as unwanted. The practical applicability of the proposed approach is experimentally demonstrated on the datasets from the Ontology Alignment Evaluation Initiative.
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