Categorización de texto sensible al coste para el filtrado de contenidos inapropiados en Internet
- Puertas Sanz, Enrique
- Carrero García, Francisco
- Buenaga Rodríguez, Manuel de
- Gómez Hidalgo, José María
ISSN: 1135-5948
Year of publication: 2003
Issue: 31
Pages: 13-20
Type: Article
More publications in: Procesamiento del lenguaje natural
Abstract
The access to inapropiate Internet content is an increasing problem that can be approached as a cost-sensitive Automated Text Categorization task. In this paper, we report a series of experiments that compare a representative range of learning algorithms and methods for making them cost-sensitive, on two Web pages collections in Spanish and English. The results of our experiments are promising.