Publication: Inference of lexical ontologies. The LeOnI methodology
Issued Date
2010-01-01
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00043702
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2-s2.0-70449526708
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Mahidol University
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SCOPUS
Bibliographic Citation
Artificial Intelligence. Vol.174, No.1 (2010), 1-19
Suggested Citation
Javier Farreres, Karina Gibert, Horacio Rodríguez, Charnyote Pluempitiwiriyawej Inference of lexical ontologies. The LeOnI methodology. Artificial Intelligence. Vol.174, No.1 (2010), 1-19. doi:10.1016/j.artint.2009.09.004 Retrieved from: https://repository.li.mahidol.ac.th/handle/123456789/28567
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Title
Inference of lexical ontologies. The LeOnI methodology
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Abstract
In this article we present a method for semi-automatically deriving lexico-conceptual ontologies in other languages, given a lexico-conceptual ontology for one language and bilingual mapping resources. Our method uses a logistic regression model to combine mappings proposed by a set of classifiers (up to 17 in our implementation). The method is formally described and evaluated by means of two implementations for semi-automatically building Spanish and Thai WordNets using Princeton's WordNet for English and conventional English-Spanish and English-Thai bilingual dictionaries. © 2009 Elsevier B.V. All rights reserved.