• DocumentCode
    3154421
  • Title

    Implementation of automated knowledge-based Classification of Nursing Care Categories

  • Author

    Huang, Shihong ; Dass, Subhomoy ; Hsu, Sam ; Pandya, Abhijit

  • Author_Institution
    Dept. of Comput. & Electr. Eng. & Comput. Sci., Florida Atlantic Univ., Boca Raton, FL, USA
  • fYear
    2011
  • fDate
    3-5 Aug. 2011
  • Firstpage
    331
  • Lastpage
    336
  • Abstract
    An important aspect of a health care delivery system is nursing. The use of technology is a vital aspect for delivering an optimum and complete nursing care to individuals; and also for improving the quality and delivery mechanism of nursing care. The model proposed for Nursing Knowledge Management System is a novel knowledge-based decision support system for nurses to capture and manage nursing practice, and further, to monitor nursing care quality, as well as to test aspects of an electronic health record for recording and reporting nursing practice. As part of ongoing collaborative research of the nursing school and the department of computer science, a prototype toolset was developed to capture and manage nursing practice in order to improve the quality of care. This paper focuses on implementing a web based SOA based solution for Automated Classification for Nursing Care Categories, based on the knowledge gained from the prototype for nursing care practice.
  • Keywords
    health care; knowledge management; medical information systems; patient care; pattern classification; service-oriented architecture; automated knowledge-based classification; collaborative research; electronic health record; health care delivery system; knowledge-based decision support system; nursing care categories; nursing knowledge management system; web based SOA; Classification algorithms; Indexing; Knowledge management; Large scale integration; Medical services; Service oriented architecture; Classification; Knowledge Management; LSI; Natural Language Processing; Nursing care; SOA; Web Services;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Reuse and Integration (IRI), 2011 IEEE International Conference on
  • Conference_Location
    Las Vegas, NV
  • Print_ISBN
    978-1-4577-0964-7
  • Electronic_ISBN
    978-1-4577-0965-4
  • Type

    conf

  • DOI
    10.1109/IRI.2011.6009569
  • Filename
    6009569