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    Heterogeneous information knowledge construction based on Ontology

    Access Status
    Open access via publisher
    Authors
    Gan, J.
    Xie, G.
    Yan, Y.
    Liu, Wan-Quan
    Date
    2016
    Type
    Journal Article
    
    Metadata
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    Citation
    Gan, J. and Xie, G. and Yan, Y. and Liu, W. 2016. Heterogeneous information knowledge construction based on Ontology. Telkomnika (Telecommunication Computing Electronics and Control). 14 (4): pp. 1617-1628.
    Source Title
    Telkomnika (Telecommunication Computing Electronics and Control)
    DOI
    10.12928/TELKOMNIKA.v14i4.4787
    ISSN
    1693-6930
    School
    Department of Computing
    URI
    http://hdl.handle.net/20.500.11937/51994
    Collection
    • Curtin Research Publications
    Abstract

    © 2016 Universitas Ahmad Dahlan.Describing and representing multi-source and heterogeneous knowledge is a popular research topic in recent years. After investigating knowledge forming process based on multi-source heterogeneous information resources, we present a new approach in which different information resources are put into a mutual RDF(S) data model, and semantic reasoning of RDF(S) is conducted. Moreover, a knowledge base construction framework for multi-source heterogeneous information source with combination of Ontology knowledge model is put forward, and an algorithm of knowledge base construction is also proposed, in which the core issues are knowledge inclusion and updating. Then the time complexity of our algorithm is analyzed. Finally, in order to solve the heterogeneous, and uneven horizontal of geographical distribution of ethnic minority information resources in Yunnan Province, we use the proposed method to construct a domain knowledge base for ethnic minority information resources, and use this model to evaluate the efficiency for the knowledge inclusion algorithm in responding time and indexing responding time for different data resources in our experiments.

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