• DocumentCode
    3530072
  • Title

    Optimization of knowledge work based on experts´ implicit knowledge mining

  • Author

    Zhang, Yan-hong ; Yi, Shu-ping ; Wen, Pei-han

  • Author_Institution
    Coll. of Mech. Eng., Chongqing Univ., Chongqing, China
  • Volume
    Part 3
  • fYear
    2011
  • fDate
    3-5 Sept. 2011
  • Firstpage
    1899
  • Lastpage
    1903
  • Abstract
    To improve the efficiency of knowledge work, an optimization method, mining experts´ implicit knowledge is proposed. The valuable implicit knowledge is mined from the experts, and then the corresponding model of work steps and related implicit knowledge is established. Considered the specialty of implicit knowledge existed in different practical activities, an experiment about dimension design based on the secondary development of ANSYS is performed. The experts´ implicit knowledge work is externalized with methods of think-aloud protocols and observations. At last, comparative experiments are designed to analyze the optimization effect, and the result indicates that the externalized knowledge has obvious contribution to the knowledge work optimization.
  • Keywords
    data mining; knowledge management; ANSYS; dimension design; expert implicit knowledge mining; knowledge externalization; knowledge work optimization method; optimization effect; think-aloud protocols; Finite element methods; Knowledge engineering; Legged locomotion; Optimization methods; Protocols; Software; implicit knowledge; knowledge externalization; knowledge mining; knowledge work;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Engineering and Engineering Management (IE&EM), 2011 IEEE 18Th International Conference on
  • Conference_Location
    Changchun
  • Print_ISBN
    978-1-61284-446-6
  • Type

    conf

  • DOI
    10.1109/ICIEEM.2011.6035538
  • Filename
    6035538