An intelligent Web recommendation system: A Web usage mining approach

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

doi:10.1007/3-540-48050-1_38

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 proceeding › Conference contribution

8 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 language	English
Title of host publication	Foundations of Intelligent Systems - 13th International Symposium, ISMIS 2002, Proceedings
Editors	Mohand-Said Hacid, Zbigniew W. Ras, Djamel A. Zighed, Yves Kodratoff
Publisher	Springer Verlag
Pages	342-350
Number of pages	9
ISBN (Print)	3540437851, 9783540437857
DOIs	https://doi.org/10.1007/3-540-48050-1_38
Publication status	Published - Jan 1 2002
Externally published	Yes
Event	13th International Symposium on Methodologies for Intelligent Systems, ISMIS 2002 - Lyon, France Duration: Jun 27 2002 → Jun 29 2002

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	2366 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	13th International Symposium on Methodologies for Intelligent Systems, ISMIS 2002
Country/Territory	France
City	Lyon
Period	6/27/02 → 6/29/02

ASJC Scopus subject areas

Theoretical Computer Science
Computer Science(all)

Access to Document

10.1007/3-540-48050-1_38

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

An intelligent Web recommendation system: A Web usage mining approach. / Ishikawa, Hiroshi; Nakajima, Toshiyuki; Mizuhara, Tokuyo et al.
Foundations of Intelligent Systems - 13th International Symposium, ISMIS 2002, Proceedings. ed. / Mohand-Said Hacid; Zbigniew W. Ras; Djamel A. Zighed; Yves Kodratoff. Springer Verlag, 2002. p. 342-350 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 2366 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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, ZW Ras, DA Zighed & Y Kodratoff (eds), Foundations of Intelligent Systems - 13th International Symposium, ISMIS 2002, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 2366 LNAI, Springer Verlag, pp. 342-350, 13th International Symposium on Methodologies for Intelligent Systems, ISMIS 2002, Lyon, France, 6/27/02. https://doi.org/10.1007/3-540-48050-1_38

Ishikawa H, Nakajima T, Mizuhara T, Yokoyama S, Nakayama J, Ohta M et al. An intelligent Web recommendation system: A Web usage mining approach. In Hacid M-S, Ras ZW, Zighed DA, Kodratoff Y, editors, Foundations of Intelligent Systems - 13th International Symposium, ISMIS 2002, Proceedings. Springer Verlag. 2002. p. 342-350. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/3-540-48050-1_38

Ishikawa, Hiroshi ; Nakajima, Toshiyuki ; Mizuhara, Tokuyo et al. / An intelligent Web recommendation system : A Web usage mining approach. Foundations of Intelligent Systems - 13th International Symposium, ISMIS 2002, Proceedings. editor / Mohand-Said Hacid ; Zbigniew W. Ras ; Djamel A. Zighed ; Yves Kodratoff. Springer Verlag, 2002. pp. 342-350 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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An intelligent Web recommendation system: A Web usage mining approach

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