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dc.date.accessioned | 2012-10-17T12:58:07Z | |
dc.date.available | 2012-10-17T12:58:07Z | |
dc.date.issued | 2004 | |
dc.identifier.uri | http://sedici.unlp.edu.ar/handle/10915/22551 | |
dc.description.abstract | 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. | en |
dc.language | en | es |
dc.subject | Neural nets | es |
dc.subject | Spanish Text Classification | en |
dc.subject | Neural Networks | en |
dc.subject | ARTIFICIAL INTELLIGENCE | es |
dc.subject | Multinomial Na¨ve Bayes | en |
dc.subject | Intelligent agents | es |
dc.subject | k-Nearest Neighbours | en |
dc.title | Automatic classification of new articles in Spanish | en |
dc.type | Objeto de conferencia | es |
sedici.creator.person | Ceccatto, Hermenegildo Alejandro | es |
sedici.creator.person | Calvo, Rafael A. | es |
sedici.creator.person | García Adeva, Juan José | es |
sedici.creator.person | Cerviño Beresi, U. | es |
sedici.description.note | Eje: V - Workshop de agentes y sistemas inteligentes | es |
sedici.subject.materias | Ciencias Informáticas | es |
sedici.description.fulltext | true | es |
mods.originInfo.place | Red de Universidades con Carreras en Informática | es |
sedici.subtype | Objeto de conferencia | es |
sedici.rights.license | Creative Commons Attribution-NonCommercial-ShareAlike 2.5 Argentina (CC BY-NC-SA 2.5) | |
sedici.rights.uri | http://creativecommons.org/licenses/by-nc-sa/2.5/ar/ | |
sedici.relation.event | X Congreso Argentino de Ciencias de la Computación | es |
sedici.description.peerReview | peer-review | es |