MAFRA - A MApping FRAmework for Distributed Ontologies
EKAW '02 Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web
An Algebra for Semantic Interoperability of Information Sources
BIBE '01 Proceedings of the 2nd IEEE International Symposium on Bioinformatics and Bioengineering
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Web Intelligence and Agent Systems
Learning subsumption hierarchies of ontology concepts from texts
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Formal semantics-preserving translation from fuzzy ER model to fuzzy OWL DL ontology
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SenSim: sentence similarity based on the concept of relevance
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
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Expert Systems with Applications: An International Journal
Web Intelligence and Agent Systems
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Ontology mapping is the process whereby semantic relations are defined between two ontologies at conceptual level, which in turn are applied at data level transforming source ontology instances into target ontology instances. Besides database schema mapping is a well-known problem, ontology mapping, as a similar problem, faces new challenges in the context of Semantic Web, especially concerning higher level of heterogeneity, evolution, distribution, autonomy and limitations on representation technology. This paper focuses on the formalization, representation, specification and execution of ontology mapping. The architecture of the system is based on the notion of Multi-dimensional Service, representing not only the system transformation capabilities, but also the expertise in the manipulation of specific semantic relations. In fact, the process of choosing, applying, validating, evolving or negotiating a semantic relation depends on both the ontologies contents and the transformations available in the system. This new architecture and mapping process are being tested and validated in MAFRA Toolkit, a specific implementation of MAFRA. The main contributions of this paper are the formalization of the ontology mapping process, the specification and execution methodology and the multi-dimensional service-oriented architecture.