Formalizing the Get-Specific Document Classification Algorithm

Giunchiglia, Fausto and Zaihrayeu, Ilya and Kharkevich, Uladzimir (2007) Formalizing the Get-Specific Document Classification Algorithm. UNSPECIFIED. (Unpublished)

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    Abstract

    The paper represents a first attempt to formalize the get- specific document classification algorithm and to fully automate it through reasoning in a propositional concept language without requiring user involvement or a training dataset. We follow a knowledge-centric approach and convert a natural language hierarchical classification into a formal classification, where the labels are defined in the concept language. This allows us to encode the get-specific algorithm as a problem in the concept language. The reported experimental results provide evidence of practical applicability of the proposed approach.

    Item Type: Departmental Technical Report
    Department or Research center: Information Engineering and Computer Science
    Subjects: Q Science > QA Mathematics > QA076 Computer software
    Additional Information: Extended version of the paper titled "Formalizing the Get-Specific Document Classification Algorithm" which appears in the proceedings of ECDL-07.
    Report Number: DIT-07-013
    Repository staff approval on: 20 Jun 2007

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