数据包络分析
可持续发展
计算机科学
大数据
环境经济学
价值(数学)
独创性
比例(比率)
中国
运筹学
数据挖掘
经济
数学
数学优化
物理
量子力学
机器学习
创造力
政治学
法学
作者
Jiangnan He,Xiaoyin Yin
出处
期刊:Kybernetes
[Emerald (MCB UP)]
日期:2022-05-03
卷期号:52 (2): 643-658
标识
DOI:10.1108/k-02-2022-0204
摘要
Purpose The purpose of this paper is to analyze the sustainable development of e-commerce. Design/methodology/approach This paper proposes to analyze the development of rural e-commerce based on the perspective of big data of the Internet of things, in order to achieve the purpose of the development of e-commerce in China. In the analysis, this paper selects the data envelopment analysis (DEA) model for analysis and filters the parameters of the model to improve the accuracy of the model. Findings The experimental results of this paper show that various efficiency values of the improved model have decreased, and the scale efficiency has decreased by 0.319 on average. From the decline of technical efficiency, pure technical efficiency and scale efficiency of rural e-commerce in each province after excluding environmental variables, it can be concluded that environmental variables have a greater impact on the development efficiency of rural e-commerce. Originality/value In the analysis, this paper selects the DEA model for analysis and filters the parameters of the model to improve the accuracy of the model.
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