基于综合评价理论和神经网络的电子商务满意度研究

Jiayin Zhao, Yong Lu, Hao Ban, Ying Chen
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引用次数: 0

摘要

电子商务的快速发展使得满意度在更多的领域发挥着越来越重要的作用。因此,客户的意见已成为相关公司成功的必要作用。电子商务满意度作为影响电子商务企业绩效的关键因素,已成为学术界的研究热点。本文分别在模糊综合模型和动态加权综合模型的基础上,提出了满意度与物流绩效的综合评价模型。提出了一种改进的基于结构方程模型的ASCI分析方法,并与综合方法进行了比较。除此之外,我们还评估了基于评论数据的消费者满意度。并对电子商务企业的经营提出了相应的建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
E-commerce satisfaction based on synthetic evaluation theory and neural networks
The rapid development of e-commerce has led to the increasing role of satisfaction in more fields. Therefore, the customers' opinion has become a necessary role for the success of related companies. E-commerce satisfaction, as the key factor affecting the performance of e-commerce enterprises, has become a research hotspot in academia. This paper proposes a synthetic evaluation model of satisfaction and logistics performance based on fuzzy synthetic model and dynamic weighted synthetic model respectively. A modified ASCI analysis method based on structured equation model is also proposed to compare with the synthetic method. Beyond this we have also evaluated consumer satisfaction based review data. And corresponding suggestions are given to the operation of e-commerce enterprises.
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