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Simulation of process innovation diffusion ratio based on WS small-world network model

机译：基于WS小世界网络模型的过程创新扩散率仿真

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Although research on technological diffusion has made many valuable contributions, the literatures still lack a theoretical method to simulate the characteristics of process innovation diffusion. Drawing from the diffusion probability, network scale, and network relationship strength, the paper studies how process innovation is diffused in the potential adopters based on the WS small-world network model. It can not only foster the broad application of process innovation but also help the innovators to get the process innovation benefits effectively. The simulation results indicate that the process innovation diffusion probability is proportional to diffusion ratio while inversely proportional to diffusion cycle firstly. Secondly, in a certain adoption period, the adopted ratio in different network scale will show volatility characteristics with the increasing of network scale. Thirdly, the relationship strength of the individuals in diffusion network has positive effects on adoption ratio, while negative effects on adoption speed and total adoption ratio.
机译：尽管对技术扩散的研究做出了许多有价值的贡献，但是文献仍然缺乏模拟过程创新扩散特征的理论方法。基于扩散概率，网络规模和网络关系强度，本文基于WS小世界网络模型研究了流程创新如何在潜在采用者中扩散。它不仅可以促进流程创新的广泛应用，而且可以帮助创新者有效地获得流程创新的收益。仿真结果表明，工艺创新扩散概率与扩散率成正比，而与扩散周期成反比。其次，在一定的采用期内，随着网络规模的增大，不同网络规模的采用率将呈现波动性特征。第三，传播网络中个体的关系强度对采用率产生积极影响，而对采用速度和总采用率则产生负面影响。

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