Automatic classification of new articles in Spanish
- Autores
- Ceccatto, Hermenegildo Alejandro; Calvo, Rafael A.; García Adeva, Juan José; Cerviño Beresi, U.
- Año de publicación
- 2004
- Idioma
- inglés
- Tipo de recurso
- documento de conferencia
- Estado
- versión publicada
- Descripción
- We apply machine learning techniques to the automatic classification of news articles from the local newspaper La Capital of Rosario, Argentina. The corpus (LCC) is an archive of approximately 75,000 manually categorized articles in Spanish published in 1991. We benchmark on LCC three widely used supervised learning methods: k-Nearest Neighbors, Na¨ ve Bayes and Arti ficial Neural Networks, illustrating the corpus properties.
Eje: V - Workshop de agentes y sistemas inteligentes
Red de Universidades con Carreras en Informática - Materia
-
Ciencias Informáticas
Neural nets
ARTIFICIAL INTELLIGENCE
Intelligent agents
Spanish Text Classification
Neural Networks
Multinomial Na¨ve Bayes
k-Nearest Neighbours - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- http://creativecommons.org/licenses/by-nc-sa/2.5/ar/
- Repositorio
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- Institución
- Universidad Nacional de La Plata
- OAI Identificador
- oai:sedici.unlp.edu.ar:10915/22551
Ver los metadatos del registro completo
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Automatic classification of new articles in SpanishCeccatto, Hermenegildo AlejandroCalvo, Rafael A.García Adeva, Juan JoséCerviño Beresi, U.Ciencias InformáticasNeural netsARTIFICIAL INTELLIGENCEIntelligent agentsSpanish Text ClassificationNeural NetworksMultinomial Na¨ve Bayesk-Nearest NeighboursWe apply machine learning techniques to the automatic classification of news articles from the local newspaper La Capital of Rosario, Argentina. The corpus (LCC) is an archive of approximately 75,000 manually categorized articles in Spanish published in 1991. We benchmark on LCC three widely used supervised learning methods: k-Nearest Neighbors, Na¨ ve Bayes and Arti ficial Neural Networks, illustrating the corpus properties.Eje: V - Workshop de agentes y sistemas inteligentesRed de Universidades con Carreras en Informática2004info:eu-repo/semantics/conferenceObjectinfo:eu-repo/semantics/publishedVersionObjeto de conferenciahttp://purl.org/coar/resource_type/c_5794info:ar-repo/semantics/documentoDeConferenciaapplication/pdfhttp://sedici.unlp.edu.ar/handle/10915/22551enginfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-sa/2.5/ar/Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5)reponame:SEDICI (UNLP)instname:Universidad Nacional de La Platainstacron:UNLP2025-09-29T10:55:06Zoai:sedici.unlp.edu.ar:10915/22551Institucionalhttp://sedici.unlp.edu.ar/Universidad públicaNo correspondehttp://sedici.unlp.edu.ar/oai/snrdalira@sedici.unlp.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:13292025-09-29 10:55:07.197SEDICI (UNLP) - Universidad Nacional de La Platafalse |
| dc.title.none.fl_str_mv |
Automatic classification of new articles in Spanish |
| title |
Automatic classification of new articles in Spanish |
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Automatic classification of new articles in Spanish Ceccatto, Hermenegildo Alejandro Ciencias Informáticas Neural nets ARTIFICIAL INTELLIGENCE Intelligent agents Spanish Text Classification Neural Networks Multinomial Na¨ve Bayes k-Nearest Neighbours |
| title_short |
Automatic classification of new articles in Spanish |
| title_full |
Automatic classification of new articles in Spanish |
| title_fullStr |
Automatic classification of new articles in Spanish |
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Automatic classification of new articles in Spanish |
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Automatic classification of new articles in Spanish |
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Ceccatto, Hermenegildo Alejandro Calvo, Rafael A. García Adeva, Juan José Cerviño Beresi, U. |
| author |
Ceccatto, Hermenegildo Alejandro |
| author_facet |
Ceccatto, Hermenegildo Alejandro Calvo, Rafael A. García Adeva, Juan José Cerviño Beresi, U. |
| author_role |
author |
| author2 |
Calvo, Rafael A. García Adeva, Juan José Cerviño Beresi, U. |
| author2_role |
author author author |
| dc.subject.none.fl_str_mv |
Ciencias Informáticas Neural nets ARTIFICIAL INTELLIGENCE Intelligent agents Spanish Text Classification Neural Networks Multinomial Na¨ve Bayes k-Nearest Neighbours |
| topic |
Ciencias Informáticas Neural nets ARTIFICIAL INTELLIGENCE Intelligent agents Spanish Text Classification Neural Networks Multinomial Na¨ve Bayes k-Nearest Neighbours |
| dc.description.none.fl_txt_mv |
We apply machine learning techniques to the automatic classification of news articles from the local newspaper La Capital of Rosario, Argentina. The corpus (LCC) is an archive of approximately 75,000 manually categorized articles in Spanish published in 1991. We benchmark on LCC three widely used supervised learning methods: k-Nearest Neighbors, Na¨ ve Bayes and Arti ficial Neural Networks, illustrating the corpus properties. Eje: V - Workshop de agentes y sistemas inteligentes Red de Universidades con Carreras en Informática |
| description |
We apply machine learning techniques to the automatic classification of news articles from the local newspaper La Capital of Rosario, Argentina. The corpus (LCC) is an archive of approximately 75,000 manually categorized articles in Spanish published in 1991. We benchmark on LCC three widely used supervised learning methods: k-Nearest Neighbors, Na¨ ve Bayes and Arti ficial Neural Networks, illustrating the corpus properties. |
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2004 |
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2004 |
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eng |
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eng |
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