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Applying Genetic Programming to the Problem of Term Weight Algorithms

Wade, Steve, Smith, Martin and Wolstenholme, Mark (2000) Applying Genetic Programming to the Problem of Term Weight Algorithms. The New Review of Document and Text Management , Vol. 1. pp. 101-111. ISSN 1361-4584

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Abstract

This article investigates the use of the technique of Genetic Programming to the generation of term weight algorithms. It represents an initial study into attempting to reproduce standard algorithms and to evolving new algorithms based on user rankings. The initial results show that the technique has considerable promise and is able to reproduce standard algorithms and evolve new algorithms comparable to standard ones.

Item Type: Article
Subjects: Z Bibliography. Library Science. Information Resources > Z665 Library Science. Information Science
Schools: School of Computing and Engineering
School of Computing and Engineering > High-Performance Intelligent Computing
School of Computing and Engineering > High-Performance Intelligent Computing > Information and Systems Engineering Group
School of Computing and Engineering > Pedagogical Research Group
School of Computing and Engineering > Serious Games Research Group
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Depositing User: Stephen Wade
Date Deposited: 18 May 2010 11:41
Last Modified: 05 Mar 2015 13:58
URI: http://eprints.hud.ac.uk/id/eprint/7627

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