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    Use of the normalized word vector approach in document classification for an LKMC

    116392_10022_Pub_2008_47252-1_RW.pdf (125.0Kb)
    Access Status
    Open access
    Authors
    Parker, K.
    Williams, Robert
    Nitse, P.
    Tay, A.
    Date
    2008
    Type
    Conference Paper
    
    Metadata
    Show full item record
    Citation
    Parker, Kevin and Williams, Robert and Nitse, Philip and Tay, Albert. 2008. Use of the normalized word vector approach in document classification for an LKMC, in Boyd, E. and Cohen, E. (ed), Informing Science and Information Technology Education Joint Conference, Jun 23 2008, pp. 513-524. Varna, Bulgaria: Informing Science.
    Source Title
    Proceedings of the informing science and information technology education joint conference - IS 2008
    Source Conference
    Informing Science and Information Technology Education (Joint Conference)
    ISSN
    15350703
    Faculty
    Curtin Business School
    School of Information Systems
    URI
    http://hdl.handle.net/20.500.11937/3280
    Collection
    • Curtin Research Publications
    Abstract

    In order to realize the objective of expanding library services to provide knowledge managementsupport for small businesses, a series of requirements must be met. This particular phase of a largerresearch project focuses on one of the requirements: the need for a document classificationsystem to rapidly determine the content of digital documents. Document classification techniquesare examined to assess the available alternatives for realization of Library Knowledge ManagementCenters (LKMCs). After evaluating prominent techniques the authors opted to investigate aless well-known method, the Normalized Word Vector (NWV) approach, which has been usedsuccessfully in classifying highly unstructured documents, i.e., student essays. The authors proposeutilizing the NWV approach for LKMC automatic document classification with the goal ofdeveloping a system whereby unfamiliar documents can be quickly classified into existing topiccategories. This conceptual paper will outline an approach to test NWV's suitability in this area.

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