The Evolution and Knowledge Change of Innovation Cooperation Network in Platform Ecosystem: A Computer Simulation From Complex Network Perspective

被引:2
作者
Chen, Xuelin [1 ]
Zhou, Yang [2 ]
Zhou, Dongmei [1 ]
Lu, Ruoyu [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Management & Econ, Chengdu 611731, Peoples R China
[2] Anhui Univ Finance & Econ, Sch Finance & Publ Adm, Bengbu 233030, Peoples R China
基金
中国国家自然科学基金;
关键词
Knowledge engineering; Ecosystems; Technological innovation; Complex networks; Biological system modeling; Computer simulation; !text type='Python']Python[!/text; Platform ecosystem; innovation cooperation network; network evolution; knowledge change; enterprise capability; computer simulation; COMPETITIVE ADVANTAGE; DIFFUSION; INDUSTRY; INFRASTRUCTURE; COLLABORATION; UNIVERSITY; ALLIANCES; FRAMEWORK; DYNAMICS; STRATEGY;
D O I
10.1109/ACCESS.2023.3250964
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Platform ecosystems, as a new organizational form, provide enterprises with new contexts for innovation and entrepreneurship. However, due to a lack of dynamic data, we do not understand how the platform ecosystem evolves. Because the traditional methods have limitations, this study uses computer simulations to investigate the evolution and knowledge change of innovative cooperation networks in the platform ecosystem from the perspective of complex networks. The results indicate that the platform ecosystem's innovation cooperation network evolves around initial network enterprises. The degree of enterprise cooperation shows a trend of decreasing first then increasing, but the efficiency of enterprise cooperation gradually decreases. Second, as the network evolves, the knowledge level rises, whereas the knowledge growth rate falls in the platform ecosystem. Meanwhile, the impact of network structure on knowledge change is unclear, whereas enterprise knowledge creation capability, knowledge absorption capability, and competitive pressure all have a significant impact on knowledge change.
引用
收藏
页码:22221 / 22232
页数:12
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