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Authors: Johan Huysmans 1 ; Christophe Mues 1 ; Jan Vanthienen 1 and Bart Baesens 2

Affiliations: 1 K.U.Leuven, Belgium ; 2 School of Management, University of Southampton, United Kingdom

Keyword(s): web usage mining, association rules, market basket analysis, time constraints

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Biomedical Engineering ; Business Analytics ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Health Information Systems ; Sensor Networks ; Signal Processing ; Soft Computing

Abstract: Association rules are typically used to describe what items are frequently bought together. One could also use them in web usage mining to describe the pages that are often visited together. In this paper, we propose an extension to association rules by the introduction of timing constraints. Subsequently, the introduced concepts are used in an experiment to pre-process logfiles for web usage mining. We also describe how the method could be useful for market basket analysis and give an overview of related research. The paper is concluded by some suggestions for future research.

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Paper citation in several formats:
Huysmans, J.; Mues, C.; Vanthienen, J. and Baesens, B. (2004). WEB USAGE MINING WITH TIME CONSTRAINED ASSOCIATION RULES. In Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS; ISBN 972-8865-00-7; ISSN 2184-4992, SciTePress, pages 343-348. DOI: 10.5220/0002614803430348

@conference{iceis04,
author={Johan Huysmans. and Christophe Mues. and Jan Vanthienen. and Bart Baesens.},
title={WEB USAGE MINING WITH TIME CONSTRAINED ASSOCIATION RULES},
booktitle={Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS},
year={2004},
pages={343-348},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002614803430348},
isbn={972-8865-00-7},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the Sixth International Conference on Enterprise Information Systems - Volume 2: ICEIS
TI - WEB USAGE MINING WITH TIME CONSTRAINED ASSOCIATION RULES
SN - 972-8865-00-7
IS - 2184-4992
AU - Huysmans, J.
AU - Mues, C.
AU - Vanthienen, J.
AU - Baesens, B.
PY - 2004
SP - 343
EP - 348
DO - 10.5220/0002614803430348
PB - SciTePress

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