Title :
A Research of Tacit Knowledge Externalization Based on Dynamical Fuzzy Cognitive Maps
Author :
Wany Xiaoyun ; Bu Xinyi ; Chen Feng
Author_Institution :
Inst. of Manage. Sci. & Inf. Eng., Hang Zhou DianZi Univ., Zhejiang
Abstract :
The conversion of tacit knowledge into explicit knowledge is one of the most important content of knowledge management. After studying the existing state of tacit knowledge externalization both in domestic and overseas, this paper is concerned with fuzzy cognitive map methodology. On the basis of tacit knowledge representation with fuzzy cognitive maps which proposed by Kun Chang Lee etc., in this paper a dynamical fuzzy cognitive maps model to the quantification representation of the causal type of tacit knowledge. Finally, the experiments verify the superiority of quantification model.
Keywords :
cognitive systems; fuzzy set theory; knowledge management; dynamical fuzzy cognitive map; explicit knowledge; knowledge management; tacit knowledge externalization; Cognition; Content management; Engineering management; Feedback loop; Fuzzy cognitive maps; Information management; Knowledge engineering; Knowledge management; Knowledge representation; Unsupervised learning;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1311-9
DOI :
10.1109/WICOM.2007.1325