Title
Diagnosis Systems in Medicine with Reusable Knowledge Components
Abstract
This article shows how we developed a diagnosis-aid system by reusing and adapting generic knowledge components for diagnosis of eye emergencies. Constructing knowledge systems is viewed as 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.
Year
DOI
Venue
2001
10.1109/5254.972093
IEEE Intelligent Systems
Keywords
Field
DocType
reusing knowledge component,reusing model,knowledge system,knowledge engineering methodology,generic component,structured knowledge,generic knowledge component,diagnosis systems,reusable knowledge components,current knowledge engineering research,constructing knowledge system,expert knowledge,knowledge engineering,causal models,genetics,knowledge systems
Ontology (information science),Data mining,Knowledge representation and reasoning,Domain knowledge,Computer science,Knowledge management,Knowledge-based systems,Knowledge extraction,Knowledge engineering,Knowledge base,Open Knowledge Base Connectivity
Journal
Volume
Issue
ISSN
16
6
1541-1672
Citations 
PageRank 
References 
7
0.81
7
Authors
4
Name
Order
Citations
PageRank
Maria Taboada11148.46
Julio Des281.50
José Mira354371.44
Roque Marín41219.34