Customer satisfaction evaluation model of E-commerce website based on tensor analysis

Weiming Yi, Peiwu Dong, Jing Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)
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摘要

Taking the e-commerce website as an example and combing with tensor analysis theory, a novel evaluation model of customer satisfaction on the website is established in higher order space. Firstly, the model takes use of tensor analysis to expand the index system of customer satisfaction with a high-order tensor. Then the customer satisfaction evaluation model is given by means of high order subspace analysis based on non-negative Tucker decomposition. Finally, the model training process and testing results are given with the data in real applications. Experimental results show that the model has feasibility and performs well.

源语言英语
主期刊名2017 8th International Conference on E-Business, Management and Economics, ICEME 2017
出版商Association for Computing Machinery
6-10
页数5
ISBN(电子版)9781450353670
DOI
出版状态已出版 - 27 10月 2017
活动8th International Conference on E-Business, Management and Economics, ICEME 2017 - Birmingham, 英国
期限: 27 10月 201729 10月 2017

出版系列

姓名ACM International Conference Proceeding Series

会议

会议8th International Conference on E-Business, Management and Economics, ICEME 2017
国家/地区英国
Birmingham
时期27/10/1729/10/17

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引用此

Yi, W., Dong, P., & Wang, J. (2017). Customer satisfaction evaluation model of E-commerce website based on tensor analysis. 在 2017 8th International Conference on E-Business, Management and Economics, ICEME 2017 (页码 6-10). (ACM International Conference Proceeding Series). Association for Computing Machinery. https://doi.org/10.1145/3157754.3157766