Clasificación de textos en lenguaje natural usando la wikipedia

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Clasificación de textos en lenguaje natural usando la wikipedia is a 2011 journal article written in Spanish by Quinteiro-Gonzalez J.M., Martel-Jordan E., Hernandez-Morera P., Ligero-Fleitas J.A., Lopez-Rodriguez A. and published in RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao.

[edit] 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.

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