A fuzzy logic-based representation for web page clustering using self-organizing maps

被引：0

作者：

Garcia-Plaza, Alberto P. ^{[1
]}

Fresno, Victor ^{[1
]}

Martinez, Raquel ^{[1
]}

机构：

[1] Univ Nacl Educ Distancia, C Juan Rosal 16, E-28040 Madrid, Spain

来源：

PROCESAMIENTO DEL LENGUAJE NATURAL | 2009年 / 42期

关键词：

Clustering; Self-organizing maps; Fuzzy; SOM;

D O I：

暂无

中图分类号：

H0 [语言学];

学科分类号：

030303 ; 0501 ; 050102 ;

摘要：

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.

引用

页码：79 / 86

页数：8

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