DocumentCode :
3357262
Title :
A methodology for eliciting expert knowledge in virtual engineering environments
Author :
Ritchie, James ; Simmons, John ; Dewar, Richard ; Carpenter, Ian
Author_Institution :
Dept. of Mech. & Chem. Eng., Heriot-Watt Univ., Edinburgh, UK
Volume :
1
fYear :
1999
fDate :
1999
Abstract :
Summary form only given. This research was initiated and applied in an area of engineering where tacit knowledge predominates; that of manual assembly planning. In this domain the evaluation and formalization of tacit knowledge is very difficult. Assembly planning is generally undertaken by planning ´experts´ who produce plans after studying design data in whatever form. Research at Heriot-Watt University has shown that immersive virtual reality (VR) offers significant potential for the interactive planning of mechanical assemblies. Using this system for gathering assembly intent, a knowledge elicitation methodology was developed in which expert assembly planners´ activities were logged while building a virtual assembly. This involved four main stages in its application: definition of the salient component attributes (repertory grid analysis); evaluation of attributes for given components (manual evaluation); recording expert assembly usage data (nonintrusive VR data logging); and generating rules relating the components to specific assembly methods (induction). This paper demonstrates how this novel nonintrusive knowledge acquisition methodology can be applied using immersive virtual environments; implying that, as globalizes technology becomes available, this may be a route to the formalization of company know-how
Keywords :
assembly planning; interactive systems; knowledge acquisition; virtual reality; Heriot-Watt University; expert knowledge elicitation; immersive virtual reality; interactive planning; knowledge based systems; manual assembly planning; manual evaluation; mechanical assemblies; nonintrusive VR data logging; nonintrusive knowledge acquisition methodology; repertory grid analysis; virtual assembly; virtual engineering environments; Assembly systems; Buildings; Chemical engineering; Design engineering; Expert systems; Heart; Informatics; Knowledge based systems; Knowledge engineering; Virtual reality;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Management of Engineering and Technology, 1999. Technology and Innovation Management. PICMET '99. Portland International Conference on
Conference_Location :
Portland, OR
Print_ISBN :
1-890843-02-4
Type :
conf
DOI :
10.1109/PICMET.1999.808115
Filename :
808115
Link To Document :
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