DocumentCode :
3353820
Title :
Augmenting knowledge-based medical systems with tacit healthcare expertise: towards an intelligent tacit knowledge acquisition info-structure
Author :
Cheah, Yu-N ; Abidi, Syed Sibte Raza
Author_Institution :
Sch. of Comput. Sci, Univ. Sains Malaysia, Penang, Malaysia
fYear :
2001
fDate :
2001
Firstpage :
264
Lastpage :
269
Abstract :
The knowledge-rich nature of the healthcare domain has made it an ideal environment for the application of knowledge-based techniques. However, the abstract nature of tacit healthcare knowledge has resulted in the under-utilization of such a vital component of the overall healthcare delivery system. Therefore, we present a six-step approach to procure tacit healthcare knowledge using healthcare scenarios. This process is supported by a healthcare scenario composer, which is a key component of a wider framework called the Tacit Knowledge Acquisition Info-Structure (TKAI). This information structure aims to combine the effectiveness of healthcare scenarios, ontologies and artificial intelligence techniques to facilitate the efficient acquisition, representation, refinement and dissemination of expert-quality tacit healthcare knowledge from/to healthcare experts
Keywords :
health care; information dissemination; knowledge acquisition; knowledge representation; medical expert systems; TKAI; Tacit Knowledge Acquisition Info-Structure; artificial intelligence techniques; expert-quality knowledge; healthcare delivery system; healthcare experts; healthcare scenario composer; intelligent information structure; knowledge dissemination; knowledge refinement; knowledge representation; knowledge-based medical systems; ontologies; tacit healthcare expertise; tacit healthcare knowledge procurement; under-utilization; Artificial intelligence; Client-server systems; Databases; Intelligent structures; Knowledge acquisition; Knowledge based systems; Medical services; Ontologies; Procurement; Protocols;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer-Based Medical Systems, 2001. CBMS 2001. Proceedings. 14th IEEE Symposium on
Conference_Location :
Bethesda, MD
ISSN :
1063-7125
Print_ISBN :
0-7695-1004-3
Type :
conf
DOI :
10.1109/CBMS.2001.941731
Filename :
941731
Link To Document :
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