{"title":"基于综合评价理论和神经网络的电子商务满意度研究","authors":"Jiayin Zhao, Yong Lu, Hao Ban, Ying Chen","doi":"10.1504/ijcse.2020.10031597","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":340410,"journal":{"name":"Int. J. Comput. Sci. Eng.","volume":"56 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-08-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"E-commerce satisfaction based on synthetic evaluation theory and neural networks\",\"authors\":\"Jiayin Zhao, Yong Lu, Hao Ban, Ying Chen\",\"doi\":\"10.1504/ijcse.2020.10031597\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":340410,\"journal\":{\"name\":\"Int. J. Comput. Sci. Eng.\",\"volume\":\"56 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2020-08-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Int. J. Comput. Sci. Eng.\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1504/ijcse.2020.10031597\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Int. J. Comput. Sci. Eng.","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1504/ijcse.2020.10031597","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.