Inference of lexical ontologies. The LeOnI methodology
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 (...
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th-mahidol.285672018-09-24T16:47:27Z Inference of lexical ontologies. The LeOnI methodology Javier Farreres Karina Gibert Horacio Rodríguez Charnyote Pluempitiwiriyawej Universitat Politecnica de Catalunya Mahidol University Arts and Humanities Computer Science Social Sciences 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. 2018-09-24T08:40:41Z 2018-09-24T08:40:41Z 2010-01-01 Article Artificial Intelligence. Vol.174, No.1 (2010), 1-19 10.1016/j.artint.2009.09.004 00043702 2-s2.0-70449526708 https://repository.li.mahidol.ac.th/handle/123456789/28567 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=70449526708&origin=inward |
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Arts and Humanities Computer Science Social Sciences Javier Farreres Karina Gibert Horacio Rodríguez Charnyote Pluempitiwiriyawej Inference of lexical ontologies. The LeOnI methodology |
| description |
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. |
| author2 |
Universitat Politecnica de Catalunya |
| author_facet |
Universitat Politecnica de Catalunya Javier Farreres Karina Gibert Horacio Rodríguez Charnyote Pluempitiwiriyawej |
| format |
Article |
| author |
Javier Farreres Karina Gibert Horacio Rodríguez Charnyote Pluempitiwiriyawej |
| author_sort |
Javier Farreres |
| title |
Inference of lexical ontologies. The LeOnI methodology |
| title_short |
Inference of lexical ontologies. The LeOnI methodology |
| title_full |
Inference of lexical ontologies. The LeOnI methodology |
| title_fullStr |
Inference of lexical ontologies. The LeOnI methodology |
| title_full_unstemmed |
Inference of lexical ontologies. The LeOnI methodology |
| title_sort |
inference of lexical ontologies. the leoni methodology |
| publishDate |
2018 |
| url |
https://repository.li.mahidol.ac.th/handle/123456789/28567 |
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1763496648804139008 |