"Web Mining with Inductive Logic Programming"

Authors: A. Tveit

Abstract:
This paper suggests an experimental approach of how to apply inductive logic programming in the discovery of web usage patterns in the form of first-order rules representing user sessions. Such rules may be used to improve the quality and the performance of a web site. The experiment has been done using the Progol Inductive Logic Programming System, and the data source are log files from an Apache web server.

Keywords: Web Mining, Usage Patterns, Inductive Logic Programming

Bibtex Citation:

@Misc{Tveit2000WMwILP,
      author       = "Tveit A.",
      title        = "Web Mining with Inductive Logic Programming",
      howpublished = "WWW",
      month        = "June",
      year         = "2000",
      URL          = "http://www.abiody.com/jfipa/amund/publications/2000/WebMiningWithILP.pdf";
}

1. Ramon Chiara and Maria Carolina Mondard. "Aplicaco de Technicas de Mineracao de Dados em Logs de Servidores Web", Workcomp-SUL 2004, Santa Catarina, Brasil, 2004.

2. Jose Roberto de Freitas Boullosa. "Un Ambiente Para Mineracao De Utilizacao Da Web" MSc Thesis, University of Rio De Janeiro, Brazil, April, 2002