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The Empirical Study of Knowledge Diffusion Based on Citation Networks

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摘要 This paper investigates the influence of various knowledge roles on knowledge diffusion empirically.Exponential random graph models(ERGM)are constructed,which provides a novel perspective for examining the factors that influence knowledge diffusion.Our empirical findings reveal that the endogenous structural effects of the network have a significant impact on the formation of diffusion relationships in citation networks and that there is a correlation between the number of the three knowledge roles-contributors,seekers and brokers-and the likelihood of citation relationship formation in citation networks.
出处 《Journal of Systems Science and Information》 2025年第3期464-484,共21页 系统科学与信息学报(英文)
基金 Supported by R&D Program of Beijing Municipal Education Commission(KZ202210005013) Sichuan Social Science Planning Project(SC22B151)。
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