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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 > Pedagogical Research Group
    School of Computing and Engineering > Informatics Research Group
    School of Computing and Engineering > Informatics Research Group > Software Engineering Research Group
    School of Computing and Engineering > Informatics Research Group > XML, Database and Information Retrieval Research Group
    School of Computing and Engineering > Serious Games Research Group
    Related URLs:
    Depositing User: Stephen Wade
    Date Deposited: 18 May 2010 12:41
    Last Modified: 05 Jan 2011 12:05
    URI: http://eprints.hud.ac.uk/id/eprint/7627

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