Publication: Inference of lexical ontologies. The LeOnI methodology
Submitted Date
2006-08-06
Accepted Date
2009-09-25
Issued Date
2010-01
Resource Type
Language
eng
ISSN
0004-3702
Rights Holder(s)
Elsevier (available from ScienceDirect)
Bibliographic Citation
Artificial Intelligence. Vol. 174, No.1 (2010), 1-19
Suggested Citation
Farreres, Javier, Gibert, Karina, Rodríguez, Horacio, Charnyote Pluempitiwiriyawej, ชาญยศ ปลื้มปิติวิริยะเวช 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/20.500.14594/10058
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Title
Inference of lexical ontologies. The LeOnI methodology
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 semiautomatically
building Spanish and Thai WordNets using Princeton’s WordNet for English
and conventional English–Spanish and English–Thai bilingual dictionaries.