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    Soft computing agents for e-health applied to the research and control of unknown diseases

    19498_downloaded_stream_16.pdf (442.7Kb)
    Access Status
    Open access
    Authors
    Hadzic, Maja
    Chang, Elizabeth
    Ulieru, M.
    Date
    2006
    Type
    Journal Article
    
    Metadata
    Show full item record
    Citation
    Hadzic, Maja and Chang, Elizabeth and Ulieru, Mihaela. 2006. Soft computing agents for e-health applied to the research and control of unknown diseases. Information Sciences 176: 1190-1214.
    Source Title
    Information Sciences
    DOI
    10.1016/j.ins.2005.07.020
    Faculty
    Curtin Business School
    School of Information Systems
    School
    Centre for Extended Enterprises and Business Intelligence
    Remarks

    Copyright 2006 Elsevier B.V. All rights reserved

    URI
    http://hdl.handle.net/20.500.11937/28804
    Collection
    • Curtin Research Publications
    Abstract

    This paper presents an Ontology-based Holonic Diagnostic System (OHDS) that combines the advantages of the holonic paradigm with multi-agent system technology and ontology design, for the organization of unstructured biomedical research into structured disease information. We use ontologies as 'brain' for the holonic diagnostic system to enhance its ability to structure information in a meaningful way and share information fast. To integrate dispersed heterogeneous knowledge available on the web we use a fuzzy mechanism ruled by intelligent agents, which automatically structures the information in the adequate ontology template. Our vision of how this system implementation should be backed by a solid security shield that ensures the privacy and safety of medical information concludes the paper.

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