Please use this identifier to cite or link to this item:
http://hdl.handle.net/10553/43859
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Quinteiro-González, Jose María | en_US |
| dc.contributor.author | Martel-Jordán, Ernestina | en_US |
| dc.contributor.author | Hernández-Morera, Pablo | en_US |
| dc.contributor.author | Ligero-Fleitas, Juan A. | en_US |
| dc.contributor.author | López-Rodriguez, Aaron | en_US |
| dc.date.accessioned | 2018-11-21T18:23:23Z | - |
| dc.date.available | 2018-11-21T18:23:23Z | - |
| dc.date.issued | 2011 | en_US |
| dc.identifier.issn | 1646-9895 | en_US |
| dc.identifier.uri | http://hdl.handle.net/10553/43859 | - |
| dc.description.abstract | Automatic Text Classifiers are needed in environments where the amount of data to handle is so high that human classification would be ineffective. In our study, the proposed classifier takes advantage of the Wikipedia to generate the corpus defining each category. The text is then analyzed syntactically using Natural Language Processing software. The proposed classifier is highly accurate and outperforms Machine Learning trained classifiers. | |
| dc.language | spa | en_US |
| dc.publisher | 1646-9895 | - |
| dc.relation.ispartof | RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao | en_US |
| dc.source | RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao[ISSN 1646-9895], p. 39-52 | en_US |
| dc.subject | 3307 Tecnología electrónica | en_US |
| dc.title | Text classification in natural language using Wikipedia | en_US |
| dc.type | info:eu-repo/semantics/Article | es |
| dc.type | Article | es |
| dc.identifier.scopus | 85035088439 | - |
| dc.contributor.authorscopusid | 54974225200 | - |
| dc.contributor.authorscopusid | 24463306400 | - |
| dc.contributor.authorscopusid | 36782546400 | - |
| dc.contributor.authorscopusid | 57197826954 | - |
| dc.contributor.authorscopusid | 36782719300 | - |
| dc.description.lastpage | 52 | - |
| dc.description.firstpage | 39 | - |
| dc.investigacion | Ingeniería y Arquitectura | en_US |
| dc.type2 | Artículo | en_US |
| dc.date.coverdate | Diciembre 2011 | |
| dc.identifier.ulpgc | Sí | es |
| item.grantfulltext | none | - |
| item.fulltext | Sin texto completo | - |
| crisitem.author.dept | GIR IUMA: Sistemas de Información y Comunicaciones | - |
| crisitem.author.dept | IU de Microelectrónica Aplicada | - |
| crisitem.author.dept | Departamento de Ingeniería Telemática | - |
| crisitem.author.dept | GIR IUMA: Diseño de Sistemas Electrónicos Integrados para el procesamiento de datos | - |
| crisitem.author.dept | IU de Microelectrónica Aplicada | - |
| crisitem.author.dept | Departamento de Ingeniería Telemática | - |
| crisitem.author.dept | GIR IUMA: Sistemas de Información y Comunicaciones | - |
| crisitem.author.dept | IU de Microelectrónica Aplicada | - |
| crisitem.author.dept | Departamento de Ingeniería Telemática | - |
| crisitem.author.orcid | 0000-0002-6525-1316 | - |
| crisitem.author.orcid | 0000-0003-3459-5041 | - |
| crisitem.author.orcid | 0000-0002-0907-4765 | - |
| crisitem.author.parentorg | IU de Microelectrónica Aplicada | - |
| crisitem.author.parentorg | IU de Microelectrónica Aplicada | - |
| crisitem.author.parentorg | IU de Microelectrónica Aplicada | - |
| crisitem.author.fullName | Quinteiro González, José María | - |
| crisitem.author.fullName | Martel Jordán, Ernestina Ángeles | - |
| crisitem.author.fullName | Hernández Morera, Pablo Vicente | - |
| crisitem.author.fullName | López Rodríguez, Aarón | - |
| Appears in Collections: | Artículos | |
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