Analysis and evaluation of techniques for the extraction of classes in the ontology learning process
This paper analyzes and evaluates, in the context of Ontology learning, some techniques to identify and extract candidate terms to classes of a taxonomy. Besides, this work points out some inconsistencies that may be occurring in the preprocessing of text corpus, and proposes techniques to obtain go...
| Autores: | , , , |
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| Formato: | artículo |
| Estado: | Versión aceptada para publicación |
| Fecha de publicación: | 2010 |
| País: | España |
| Recursos: | Universitat Pompeu Fabra |
| Repositorio: | Repositorio Digital de la UPF |
| OAI Identifier: | oai:repositori.upf.edu:10230/16356 |
| Acesso em linha: | http://hdl.handle.net/10230/16356 http://dx.doi.org/10.1007/978-3-642-13033-5_50 |
| Access Level: | acceso abierto |
| Palavra-chave: | Web semàntica Ontologia Adquisició del coneixement (Sistemes experts) Semantic web Ontolgy engineering Ontology learning Text mining Language processing |
| Resumo: | This paper analyzes and evaluates, in the context of Ontology learning, some techniques to identify and extract candidate terms to classes of a taxonomy. Besides, this work points out some inconsistencies that may be occurring in the preprocessing of text corpus, and proposes techniques to obtain good terms candidate to classes of a taxonomy. |
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