VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Ontology Matching
A cognitive support framework for ontology mapping
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
A method for filtering large conceptual schemas
ER'10 Proceedings of the 29th international conference on Conceptual modeling
Ontology Mapping and Reasoning in Semantic Time Series Processing
Proceedings of International Conference on Information Integration and Web-based Applications & Services
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Ontologies are being used in order to define common vocabularies to describe the elements of schemas involved in a particular application. The problem of finding correspondences between ontologies concepts, called ontology matching, consists in the discovery of correspondences between terms of vocabularies (represented by ontologies) used by various applications. The majority of solutions proposed in the literature, despite being fully automatic, has heuristic nature and may produce non-satisfactory results. The problem intensifies when dealing with large data sources. The goal of this paper is to propose a method for generation and incremental refinement of correspondences between ontologies. The proposed approach uses filtering techniques, as well as user feedback to support the generation and refinement of such matches. For validation purposes, a tool was developed and some experiments were conducted.