Una representación basada en lógica borrosa para el clustering de páginas web con mapas auto-organizativos

1. Pérez García-Plaza, Alberto
2. Fresno Fernández, Víctor
3. Martínez Unanue, Raquel

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More publications in: Procesamiento del lenguaje natural

Abstract

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.

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