An Evolutionary Approach to Web Request Prediction
poster at WWW2003 - The Twelfth International World Wide Web Conference, 20-24 May 2003, Budapest, HUNGARY
KEYWORDS:
Internet,
Web Intelligence
ABSTRACT
This paper proposes an evolutionary algorithm that evolves a population of finite state automata to exploit user navigational path behavior to predict, in real-time, future requests. Predicting user next requests is useful not only for document caching/prefetching, it is also suitable for quick dynamic adaptation to user behavior.
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[BCSq03] D. Bonino, F. Corno, G. Squillero, "An Evolutionary Approach to Web Request Prediction," poster at WWW2003 - The Twelfth International World Wide Web Conference, 20-24 May 2003, Budapest, HUNGARY |
