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    Analogical Structure Matching on Cartographic Data


    Mulhare, L. and O'Donoghue, Diarmuid and Winstanley, Adam C. (2001) Analogical Structure Matching on Cartographic Data. In: AICS 2001 – 12th Artificial Intelligence and Cognitive Science Conference, National University of Ireland Maynooth.

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    Abstract

    We describe the application of analogical structure matching to the problem of classifying objects in structured cartographic data. The reasons for and the requirements of such a classification are firstly outlined. The attributes on which the structural matching will operate and the representation of this data in Prolog are then described. A brief mention is made of the extraction of these attributes from the sample data. Our domain-specific Cartographic Structure Matching Algorithm is then introduced and explained. The fusion of our algorithm's results with other classification techniques is mentioned, and some examples of the detection of misclassified polygons are provided. We finally provide a preliminary evaluation of our classification technique and suggest some future developments.

    Item Type: Conference or Workshop Item (Paper)
    Keywords: Analogical Structure; Cartographic Data;
    Academic Unit: Faculty of Science and Engineering > Computer Science
    Item ID: 63
    Depositing User: Dr. Adam Winstanley
    Date Deposited: 17 Dec 2002
    Publisher: Department of Computer Science, NUI Maynooth
    Refereed: Yes
    URI:

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