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Resumen

 

POLARIS: A WEB USAGE MINING TOOL

POLARIS: UNA HERRAMIENTA PARA MINERIA DE USO DE LA WEB
PhD. Ricardo Timarán Pereira.
Ing. Johana Daza Burbano.
Ing. Alejandra Zuleta Medina.
Ing. Diana Angulo Urbano.

Abstract: This paper presents the first version of Polaris, a Web Usage Mining tool, developed in the KDD laboratory of Department of Systems at the University of Nariño. Polaris’ architecture is composed of three modules: Utilities, Kernel and Graphical User Interface. Web Usage Mining Algorithms were implemented: Apriori, FPGrowth and EquipAsso for Association task; C4.5 and Mate-tree Algorithms for classification task and HPG algorithm for Learning Navigation Patterns. Polaris’ functionality is tested with the analysis and evaluation of algorithms performance for association rules and classification.

Keywords : Web mining, web usage mining, web mining tools .

Resumen: En este artículo se presenta la primera versión de Polaris, una herramienta para Minería de Uso de la Web, desarrollada en el laboratorio KDD del departamento de Sistemas de la Universidad de Nariño. La arquitectura de Polaris está compuesta por tres módulos: Utilidades, Kernel e Interfaz Grafica de Usuario. Se implementaron los algoritmos de minería de uso de la web: Apriori, FPGrowth y EquipAsso para la tarea de Asociación; C4.5 y Mate-tree para la tarea de Clasificación y el algoritmo HPG para Aprendizaje de Patrones de Navegación. Se prueba su funcionalidad con el análisis y evaluación de desempeño de los algoritmo s de reglas de Asociación y Clasificación.

Palabras clave: Minería web, minería de uso, herramientas de minería web.