Una representación basada en lógica borrosa para el clustering de páginas web con mapas auto-organizativos
ISSN: 1135-5948
Année de publication: 2009
Número: 42
Pages: 79-86
Type: Article
D'autres publications dans: Procesamiento del lenguaje natural
Résumé
This article evaluates a web page-oriented representation model for document clustering, using self-organizing maps. The representation is based on heuristic combinations of criteria by means of a fuzzy rules system. The experiments show an improvement in the proposed model behaviour versus traditional representations as TF, Bin-IDF and TF-IDF, with different vector dimensions, and using a reference collection.