DocumentCode
3415055
Title
Tacit knowledge extraction of skillful operation from expert engineers
Author
Yoshida, Isao ; Teramoto, Yoshiyuki ; Tabata, H. ; Chao Han ; Hashimoto, Hiroya
Author_Institution
Grad. Sch. of Ind. Technol., Adv. Inst. of Ind. Technol., Tokyo, Japan
fYear
2011
fDate
3-7 July 2011
Firstpage
554
Lastpage
559
Abstract
We propose a novel method to extract tacit knowledge of skillful operation from expert engineers in the manufacturing industry. The data fusion analysis method that consists of the field-oriented interview, the human motion capture and the video analysis is applied for experts and beginners, and the operational differences between those are analyzed. The tacit knowledge is effectively extracted by returning and confirming the results of the analysis to the subjects. Through examinations applying the method to subjects operating in an industrial factory, the effectiveness of the method is shown.
Keywords
knowledge acquisition; manufacturing industries; sensor fusion; video signal processing; data fusion analysis method; expert engineers; human motion capture; manufacturing industry; tacit knowledge extraction; video analysis; Calibration; Cameras; Humans; Interviews; Knowledge engineering; Three dimensional displays; Thumb; craftsman; field oriented interview; human motion capture; skillful operation; tacit knowledge; video analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Intelligent Mechatronics (AIM), 2011 IEEE/ASME International Conference on
Conference_Location
Budapest
ISSN
2159-6247
Print_ISBN
978-1-4577-0838-1
Type
conf
DOI
10.1109/AIM.2011.6027058
Filename
6027058
Link To Document