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
Link To Document