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
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;
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
DOI :
10.1109/ICIEEM.2011.6035538