Title :
Research on knowledge diffusion model based on organizational learning network
Author :
Qu, Shaocheng ; Li, Sha ; Tian, Wenhui
Author_Institution :
Dept. of Inf. & Technol., Huazhong Normal Univ., Wuhan, China
Abstract :
An organizational learning network based on a new knowledge diffusion model is introduced. Firstly, a simple organizational network model with uniform knowledge absorptive law is constructed. Then a knowledge diffusion model with forgetting factor is designed to describe the knowledge dynamics of the overall network. By analyzing the average level of knowledge, the variance of knowledge allocation and the variation coefficient of knowledge levels of the network, diffusion efficiency of the organizational learning network is studied, and sensibility of the overall network is researched. Finally, simulation results demonstrate that diffusion mechanism and evolutionary process of the organizational learning network is effective.
Keywords :
knowledge management; forgetting factor; knowledge allocation; knowledge diffusion model; knowledge dynamics; organizational learning network; organizational network model; uniform knowledge absorptive law; Analysis of variance; Complex networks; Electronic mail; Humans; Industrial economics; Lattices; Learning systems; Mechanical factors; Nearest neighbor searches; Technological innovation; Complex Network; Knowledge Diffusion Model; Organizational Learning; Small-World Network Model;
Conference_Titel :
Control and Decision Conference (CCDC), 2010 Chinese
Conference_Location :
Xuzhou
Print_ISBN :
978-1-4244-5181-4
Electronic_ISBN :
978-1-4244-5182-1
DOI :
10.1109/CCDC.2010.5498774