• DocumentCode
    3353820
  • Title

    Augmenting knowledge-based medical systems with tacit healthcare expertise: towards an intelligent tacit knowledge acquisition info-structure

  • Author

    Cheah, Yu-N ; Abidi, Syed Sibte Raza

  • Author_Institution
    Sch. of Comput. Sci, Univ. Sains Malaysia, Penang, Malaysia
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    264
  • Lastpage
    269
  • Abstract
    The knowledge-rich nature of the healthcare domain has made it an ideal environment for the application of knowledge-based techniques. However, the abstract nature of tacit healthcare knowledge has resulted in the under-utilization of such a vital component of the overall healthcare delivery system. Therefore, we present a six-step approach to procure tacit healthcare knowledge using healthcare scenarios. This process is supported by a healthcare scenario composer, which is a key component of a wider framework called the Tacit Knowledge Acquisition Info-Structure (TKAI). This information structure aims to combine the effectiveness of healthcare scenarios, ontologies and artificial intelligence techniques to facilitate the efficient acquisition, representation, refinement and dissemination of expert-quality tacit healthcare knowledge from/to healthcare experts
  • Keywords
    health care; information dissemination; knowledge acquisition; knowledge representation; medical expert systems; TKAI; Tacit Knowledge Acquisition Info-Structure; artificial intelligence techniques; expert-quality knowledge; healthcare delivery system; healthcare experts; healthcare scenario composer; intelligent information structure; knowledge dissemination; knowledge refinement; knowledge representation; knowledge-based medical systems; ontologies; tacit healthcare expertise; tacit healthcare knowledge procurement; under-utilization; Artificial intelligence; Client-server systems; Databases; Intelligent structures; Knowledge acquisition; Knowledge based systems; Medical services; Ontologies; Procurement; Protocols;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer-Based Medical Systems, 2001. CBMS 2001. Proceedings. 14th IEEE Symposium on
  • Conference_Location
    Bethesda, MD
  • ISSN
    1063-7125
  • Print_ISBN
    0-7695-1004-3
  • Type

    conf

  • DOI
    10.1109/CBMS.2001.941731
  • Filename
    941731