Title :
A new knowledge acquisition approach for medical information systems
Author :
Kaeding, A.-K. ; Funkat, G. ; Detschev, V.
Author_Institution :
Tech. Hochschule Ilmenau, Germany
Abstract :
A central problem for the design of knowledge-based systems is the so-called knowledge acquisition bottleneck. Knowledge acquisition is crucial for the quality and efficiency of a planned knowledge-based system. These systems are always based on one or several knowledge bases, whose contents are an influential quality factor for the system´s result. For that reason, it is evident that a consistent approach to knowledge acquisition is of great importance. In relation to the problem domain the knowledge-based system is intended for, the knowledge acquisition can be highly problematic. While, for example, in technical problem domains, the access to expert knowledge can usually be achieved in an acceptable manner, the acquisition of medical knowledge for formalisation and usage in an information system is not possible without difficulty
Keywords :
knowledge acquisition; medical expert systems; medical information systems; model-based reasoning; problem solving; software quality; consistent approach; expert knowledge access; knowledge acquisition; knowledge base contents; knowledge-based system efficiency; knowledge-based system quality; medical information systems; model-based approach; problem domain; problem-solving scenario; technical problem domains; Documentation; Information systems; Knowledge acquisition; Knowledge based systems; Knowledge representation; Medical information systems; Problem-solving; Prototypes; Q factor; Stability criteria;
Conference_Titel :
Information Technology Applications in Biomedicine, 1997. ITAB '97., Proceedings of the IEEE Engineering in Medicine and Biology Society Region 8 International Conference
Conference_Location :
Prague
Print_ISBN :
0-7803-4318-2
DOI :
10.1109/ITAB.1997.649414