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基于GRNN-DEMATEL的工业化对信息化促进效率影响因素分析

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Date of Publication:2022-10-10

Journal:科研管理

Volume:38

Issue:7

Page Number:153-160

ISSN No.:1000-2995

Abstract:This paper studies the influencing factors of Industrialization to promote informationization efficiency and proposes the GRNN-DEMATEL method.It applies the Super-DEA model to evaluate the influencing factors of industrialization to promote informationization efficiency and exploits the GRNN neural network to calculate the weights between object index and influencing factor index and uses the weights to get the direct-relation matrix,then takes advantage of traditional DEMATEL method to study the influencing factors of industrialization to promote informationization efficiency.The empirical analysis is conducted with the data on industrialization and informationization during 2003-2011.The results show that the R&D efficiency of industrial company is the most important influencing factor.

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