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    Please use this identifier to cite or link to this item: http://asiair.asia.edu.tw/ir/handle/310904400/17213


    Title: PORE: A personal ontology recommender system for digital libraries
    Authors: 廖淑娟;Liao, Shu-chuan
    Contributors: 社會工作學系
    Keywords: Customer service management, Digital libraries, Information systems, Taiwan
    Date: 2009
    Issue Date: 2012-11-26 10:24:14 (UTC+8)
    Abstract: "Purpose – As library collections increase rapidly, personalized recommender systems have become a very important service for library patrons. The purpose of this paper is to design and implement a personal ontology recommender (PORE) system by building personal ontologies based on patrons' borrowing records.

    Design/methodology/approach – In the PORE system, the traditional cataloging scheme, classification for Chinese libraries, is used as the reference ontology. This reference ontology is transformed to a unique personal ontology for each user based on the mining results from library borrowing records of that user.

    Findings – A personal ontology represents a unique user interest on specific subjects. The personal ontology can be used to filter out unsuitable recommendations based only on a keyword matching method. Besides, the recommended books can be organized into the personal ontology, and provide the patron with a user-friendly interface to access library collections.

    Research limitations/implications – The PORE system is currently implemented for Chinese collections. From this paper builds a new version to support English collections by adopting the Library of Congress Classification as the reference ontology.

    Originality/value – This paper represents a practical method of building a user's personal ontology and explains the functional use of ontology knowledge."
    Relation: ELECTRONIC LIBRARY; 27(3):pp.496-508
    Appears in Collections:[社會工作學系] 期刊論文

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