On capturing semantics in ontology mapping

作者: Bo Hu , Bin Hu

DOI: 10.1007/S11280-008-0042-4

关键词: Suggested Upper Merged OntologyInteroperabilityOntology-based data integrationInformation retrievalData miningOntology alignmentSemantic interoperabilityUpper ontologySemantic WebOWL-SOntology componentsComputer scienceProcess ontologyOntology (information science)Ontology Inference LayerDisparate systemSemantic integrationSemantic Web Stack

摘要: Semantic interoperability between disparate systems in open, distributed environments has become the quest of many practitioners a variety fields. One way to achieve such goal is through ontology mapping. The perspective users technology, however, are faced with number challenges including ambiguity meaning mappings, difficulties capturing semantics, choice right mapping tools, verification and validation results operationalisation beneficiary semantic web application. In this paper we present formalisation ontologies triangle model for problems. This reflects engineering steps needed materialise versatile system order faithfully re-capture semantics embodied which fundamental requirements posed by environment. We further accommodate series specialist algorithms targeting at particular aspects capturing. Finally, evaluated proposed benchmark tests.

参考文章(34)
Natalya Fridman Noy, Alon Halevy, A. H. Doan, Special Issue on Semantic Integration Ai Magazine. ,(2005)
Deborah L McGuinness, Frank Van Harmelen, None, OWL Web ontology language overview W3C Recommendation. ,(2004)
Alexander Maedche, Gerd Stumme, FCA-MERGE: bottom-up merging of ontologies international joint conference on artificial intelligence. pp. 225- 230 ,(2001)
Alexander Borgida, Haym Hirsh, Thomas J. Walsh, Towards Measuring Similarity in Description Logics. Description Logics. ,(2005)
Oscar Corcho, Mariano Fernández-López, Asunción Gómez-Pérez, Ontological Engineering: with examples from the areas of Knowledge Management, e-Commerce and the Semantic Web Springer Nature. ,(2004)
Alexander Maedche, Steffen Staab, Measuring Similarity between Ontologies knowledge acquisition, modeling and management. pp. 251- 263 ,(2002) , 10.1007/3-540-45810-7_24
J. R. Kantor, C. K. Ogden, I. A. Richards, J. P. Postgate, B. Malinowski, F. G. Crookshank, The Meaning of Meaning. A Study of the Influence of Language upon Thought and of the Science of Symbolism. The Journal of Philosophy. ,vol. 21, pp. 212- ,(1924) , 10.2307/2015195
Marc Ehrig, York Sure, Ontology Mapping – An Integrated Approach Lecture Notes in Computer Science. pp. 76- 91 ,(2004) , 10.1007/978-3-540-25956-5_6