Probabilistic Methods for Link-Based Classification at INEX 2008

Authors:
Luis M. Campos;Juan M. Fernández-Luna;Juan F. Huete;Alfonso E. Romero
Affiliations:
Departamento de Ciencias de la Computación e Inteligencia Artificial E.T.S.I. Informática y de Telecomunicación, Universidad de Granada, Granada, Spain 18071;Departamento de Ciencias de la Computación e Inteligencia Artificial E.T.S.I. Informática y de Telecomunicación, Universidad de Granada, Granada, Spain 18071;Departamento de Ciencias de la Computación e Inteligencia Artificial E.T.S.I. Informática y de Telecomunicación, Universidad de Granada, Granada, Spain 18071;Departamento de Ciencias de la Computación e Inteligencia Artificial E.T.S.I. Informática y de Telecomunicación, Universidad de Granada, Granada, Spain 18071
Venue:
Advances in Focused Retrieval
Year:
2009

Citing 0
Cited 1

Link-based text classification using Bayesian networks

INEX'09 Proceedings of the Focused retrieval and evaluation, and 8th international conference on Initiative for the evaluation of XML retrieval

Quantified Score

Hi-index	0.00

Visualization

Abstract

In this paper we propose a new method for link-based classification using Bayesian networks. It can be used in combination with any content only probabilistic classsifier, so it can be useful in combination with several different classifiers. We also report the results obtained of its application to the XML Document Mining Track of INEX'08.