Modeling and Simulation of Knowledge Transfer within an Inter-firm Network

Y. Shou, Yu Sun
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引用次数: 1

Abstract

This paper aims to model the mechanism of knowledge transfer within an inter-firm network. An agent-based simulation model was established to examine the non-linear behavior and the determinant factors of knowledge transfer. Factors such as network size, tie density and link creation rules are included in the model. Eight scenarios were experimented to investigate the impacts of different factors on knowledge transfer performance. The results show that initial network size and link creation rules have significant influence on dynamics of inter-firm network knowledge systems, especially on network structure evolution.
企业网络中知识转移的建模与仿真
本文旨在对企业间网络中的知识转移机制进行建模。为了研究知识转移的非线性行为和决定因素,建立了基于智能体的知识转移仿真模型。模型中考虑了网络规模、连接密度和链路创建规则等因素。通过8种情境实验,探讨了不同因素对知识转移绩效的影响。结果表明,初始网络规模和链接创建规则对企业间网络知识系统的动态,尤其是网络结构演化具有显著影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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