An intelligent Web recommendation system: A Web usage mining approach

Hiroshi Ishikawa, Toshiyuki Nakajima, Tokuyo Mizuhara, Shohei Yokoyama, Junya Nakayama, Manabu Ohta, Kaoru Katayama

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

As an increasing number of Web sites consist of an increasing number of pages, it is more difficult for the users to rapidly reach their own target pages. So the intelligent systems supporting the users in navigation of the Web contents are in high demand. In this paper, we describe an intelligent recommendation system called the system L-R, which constructs user models by mining the Web access logs and recommends the relevant pages to the users based both on the user models and the Web contents. We have evaluated the prototype system and have obtained the positive effects.

Original languageEnglish
Title of host publicationFoundations of Intelligent Systems - 13th International Symposium, ISMIS 2002, Proceedings
EditorsMohand-Said Hacid, Zbigniew W. Ras, Djamel A. Zighed, Yves Kodratoff
PublisherSpringer Verlag
Pages342-350
Number of pages9
ISBN (Print)3540437851, 9783540437857
DOIs
Publication statusPublished - Jan 1 2002
Externally publishedYes
Event13th International Symposium on Methodologies for Intelligent Systems, ISMIS 2002 - Lyon, France
Duration: Jun 27 2002Jun 29 2002

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume2366 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other13th International Symposium on Methodologies for Intelligent Systems, ISMIS 2002
CountryFrance
CityLyon
Period6/27/026/29/02

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Fingerprint Dive into the research topics of 'An intelligent Web recommendation system: A Web usage mining approach'. Together they form a unique fingerprint.

  • Cite this

    Ishikawa, H., Nakajima, T., Mizuhara, T., Yokoyama, S., Nakayama, J., Ohta, M., & Katayama, K. (2002). An intelligent Web recommendation system: A Web usage mining approach. In M-S. Hacid, Z. W. Ras, D. A. Zighed, & Y. Kodratoff (Eds.), Foundations of Intelligent Systems - 13th International Symposium, ISMIS 2002, Proceedings (pp. 342-350). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2366 LNAI). Springer Verlag. https://doi.org/10.1007/3-540-48050-1_38