An application of agent-based simulation to knowledge sharing

被引:58
作者
Wang, Jing [2 ]
Gwebu, Kholekile [2 ]
Shanker, Murah [1 ]
Troutt, Marvin D. [1 ]
机构
[1] Kent State Univ, Coll Business, Dept Management & Informat Syst, Kent, OH 44242 USA
[2] Univ New Hampshire, Whittemore Sch Business & Econ, Dept Decis Sci, Durham, NH 03824 USA
关键词
Agent-based modelling; Simulation; Knowledge sharing; Complex adaptive systems; MULTIAGENT SYSTEMS; MODEL; BEHAVIOR; COOPERATION; MANAGEMENT; FIRM; PERFORMANCE; MECHANISM; DILEMMAS; SIZE;
D O I
10.1016/j.dss.2008.09.006
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper explores knowledge sharing using an agent-based simulation model. Built using Repast, our application allows managers to simulate employee knowledge-sharing behaviors by making parametric assumptions on employee decision strategies and organizational interventions that affect identifiability, benefits, and costs. Our results show that in the presence of non-linear and adaptive interaction, unintended and unpredictable outcomes might occur, and that knowledge sharing results from the complex interaction between employee behavior and organizational interventions. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:532 / 541
页数:10
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