Inference of lexical ontologies. The LeOnI methodology

Authors:
Javier Farreres;Karina Gibert;Horacio Rodríguez;Charnyote Pluempitiwiriyawej
Affiliations:
LSI Department, Universitat Politècnica de Catalunya, Jordi Girona, 31, Barcelona, Spain;EIO Department, Universitat Politècnica de Catalunya, Spain;LSI Department, Universitat Politècnica de Catalunya, Jordi Girona, 31, Barcelona, Spain;Computer Science Department, Mahidol University, Bangkok, Thailand
Venue:
Artificial Intelligence
Year:
2010

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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.