Automatic classification of new articles in Spanish

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 su...

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Autores principales: Ceccatto, Hermenegildo Alejandro, Calvo, Rafael A., García Adeva, Juan José, Cerviño Beresi, U.
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2004
Materias:
Ciencias Informáticas
Neural nets
ARTIFICIAL INTELLIGENCE
Intelligent agents
Spanish Text Classification
Neural Networks
Multinomial Na¨ve Bayes
k-Nearest Neighbours
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/22551
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-22551
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Neural nets
ARTIFICIAL INTELLIGENCE
Intelligent agents
Spanish Text Classification
Neural Networks
Multinomial Na¨ve Bayes
k-Nearest Neighbours
spellingShingle Ciencias Informáticas
Neural nets
ARTIFICIAL INTELLIGENCE
Intelligent agents
Spanish Text Classification
Neural Networks
Multinomial Na¨ve Bayes
k-Nearest Neighbours
Ceccatto, Hermenegildo Alejandro
Calvo, Rafael A.
García Adeva, Juan José
Cerviño Beresi, U.
Automatic classification of new articles in Spanish
topic_facet Ciencias Informáticas
Neural nets
ARTIFICIAL INTELLIGENCE
Intelligent agents
Spanish Text Classification
Neural Networks
Multinomial Na¨ve Bayes
k-Nearest Neighbours
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.
format Objeto de conferencia
Objeto de conferencia
author Ceccatto, Hermenegildo Alejandro
Calvo, Rafael A.
García Adeva, Juan José
Cerviño Beresi, U.
author_facet Ceccatto, Hermenegildo Alejandro
Calvo, Rafael A.
García Adeva, Juan José
Cerviño Beresi, U.
author_sort Ceccatto, Hermenegildo Alejandro
title Automatic classification of new articles in Spanish
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
title_full_unstemmed Automatic classification of new articles in Spanish
title_sort automatic classification of new articles in spanish
publishDate 2004
url http://sedici.unlp.edu.ar/handle/10915/22551
work_keys_str_mv AT ceccattohermenegildoalejandro automaticclassificationofnewarticlesinspanish
AT calvorafaela automaticclassificationofnewarticlesinspanish
AT garciaadevajuanjose automaticclassificationofnewarticlesinspanish
AT cervinoberesiu automaticclassificationofnewarticlesinspanish
bdutipo_str Repositorios
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