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
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;
Journal_Title :
Intelligent Systems, IEEE
DOI :
10.1109/5254.972093