Una representación basada en lógica borrosa para el clustering de páginas web con mapas auto-organizativos
ISSN: 1135-5948
Argitalpen urtea: 2009
Zenbakia: 42
Orrialdeak: 79-86
Mota: Artikulua
Beste argitalpen batzuk: Procesamiento del lenguaje natural
Laburpena
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.