• 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