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
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;
Conference_Titel :
Advanced Intelligent Mechatronics (AIM), 2011 IEEE/ASME International Conference on
Conference_Location :
Budapest
Print_ISBN :
978-1-4577-0838-1
DOI :
10.1109/AIM.2011.6027058