A method for integration of wordnet-based ontologies using distance measures

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by TH Duong, NT Nguyen, GS Jo
Abstract:
While there is a large body of previous work focused on WordNet-based for finding the semantic similarity of concepts and words, the application of these word oriented methods to ontology integration tasks has not been yet explored. In this paper, we propose a methodology of WordNet-based distance measures, and we apply the meaning of concepts of upper ontologies to an ontology integration process by providing semantic network called OnConceptSNet. It is a semantic network of concepts of ontologies in which relations between concepts derived from upper ontology WordNet. We also describe a methodology for conflict in ontology integration process.
Reference:
A method for integration of wordnet-based ontologies using distance measures (TH Duong, NT Nguyen, GS Jo), In Knowledge-Based Intelligent Information \ldots, 2008.
Bibtex Entry:
@article{Duong2008,
abstract = {While there is a large body of previous work focused on WordNet-based for finding the semantic similarity of concepts and words, the application of these word oriented methods to ontology integration tasks has not been yet explored. In this paper, we propose a methodology of WordNet-based distance measures, and we apply the meaning of concepts of upper ontologies to an ontology integration process by providing semantic network called OnConceptSNet. It is a semantic network of concepts of ontologies in which relations between concepts derived from upper ontology WordNet. We also describe a methodology for conflict in ontology integration process.},
author = {Duong, TH and Nguyen, NT and Jo, GS},
journal = {Knowledge-Based Intelligent Information \ldots},
keywords = {SML-LIB-BIBLIO,information system,knowledge integration,lang:ENG,ontology},
mendeley-tags = {SML-LIB-BIBLIO,lang:ENG},
pages = {210--219},
title = {{A method for integration of wordnet-based ontologies using distance measures}},
url = {http://link.springer.com/chapter/10.1007/978-3-540-85563-7\_31},
year = {2008}
}
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