Javier FarreresKarina GibertHoracio RodríguezCharnyote PluempitiwiriyawejUniversitat Politecnica de CatalunyaMahidol University2018-09-242018-09-242010-01-01Artificial Intelligence. Vol.174, No.1 (2010), 1-19000437022-s2.0-70449526708https://repository.li.mahidol.ac.th/handle/123456789/28567In 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.Mahidol UniversityArts and HumanitiesComputer ScienceSocial SciencesArticleSCOPUS10.1016/j.artint.2009.09.004