Title :
Extraction of tacit knowledge as expert engineer´s skill based on mixed human sensing
Author :
Hashimoto, Hiroshi ; Yoshida, Ikuyo ; Teramoto, Yoshinori ; Tabata, Hideki ; Han, Chao
Author_Institution :
Grad. Sch. of Ind. Technol., Adv. Inst. of Ind. Technol., Tokyo, Japan
fDate :
July 31 2011-Aug. 3 2011
Abstract :
We present a mixed human sensing method to extract tacit knowledge of skillful operation from expert engineers in the manufacturing industry. The 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. By returning and confirming the results of the analysis to the subjects, tacit knowledge is effectively extracted. Through the examinations applying the method to subjects operating in an industrial factory, the effectiveness of the method is shown.
Keywords :
image motion analysis; knowledge management; manufacturing data processing; manufacturing industries; personnel; production facilities; video signal processing; expert engineer skill; field-oriented interview; human motion capture; industrial factory; manufacturing industry; mixed human sensing method; tacit knowledge extraction; video analysis; Cameras; Humans; Interviews; Knowledge engineering; Organizations; Sensors; Three dimensional displays;
Conference_Titel :
RO-MAN, 2011 IEEE
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4577-1571-6
Electronic_ISBN :
978-1-4577-1572-3
DOI :
10.1109/ROMAN.2011.6005234
