• DocumentCode
    1554542
  • Title

    Diagnosis systems in medicine with reusable knowledge components

  • Author

    Taboada, Maria ; Des, Julio ; Jose, M. ; Marín, Roque

  • Author_Institution
    Dept. of Electron. & Comput., Santiago de Compostela Univ., Spain
  • Volume
    16
  • Issue
    6
  • fYear
    2001
  • Firstpage
    68
  • Lastpage
    73
  • Abstract
    Constructing knowledge systems is viewed as a modeling activity for developing structured knowledge and reasoning models. To ensure well-formed models, the use of some knowledge engineering methodology is crucial. Additionally, reusing models can significantly reduce the time and costs of building a new application. Reusing knowledge components across different applications and domains can help acquire expert knowledge and accurately describe the reasoning process. In fact, current knowledge engineering research has taken major initiatives in the development of knowledge systems by reusing generic components, such as ontologies or problem-solving methods. The article shows how we developed a diagnosis-aid system by reusing and adapting genetic knowledge components for diagnosing eye emergencies.
  • Keywords
    eye; inference mechanisms; medical expert systems; patient diagnosis; software reusability; CommonKADS; UPML; diagnosis-aid system; expert knowledge; eye emergency diagnosis; generic components; genetic knowledge components; knowledge component reuse; knowledge engineering methodology; knowledge engineering research; medical diagnosis systems; modeling activity; problem-solving methods; reasoning models; reasoning process; reusable knowledge components; structured knowledge; Costs; Distance learning; Filters; Knowledge based systems; Knowledge engineering; Libraries; Medical diagnostic imaging; Navigation; Ontologies; Problem-solving;
  • fLanguage
    English
  • Journal_Title
    Intelligent Systems, IEEE
  • Publisher
    ieee
  • ISSN
    1541-1672
  • Type

    jour

  • DOI
    10.1109/5254.972093
  • Filename
    972093