Una representación basada en lógica borrosa para el clustering de páginas web con mapas auto-organizativos
ISSN: 1135-5948
Any de publicació: 2009
Número: 42
Pàgines: 79-86
Tipus: Article
Altres publicacions en: Procesamiento del lenguaje natural
Resum
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.