Research on loyalty prediction of e-commerce customer based on data mining

[1] Tang Xin. Research on e-commerce user loyalty evaluation method [J]. Computer Simulation, 2017, 34(01):348–351:4–8. (in Chinese) Search in Google Scholar

[2] Wu Y, Li EY. Marketing mix, customer value, and customer loyalty in social commerce: a stimulus-organism-response perspective [J]. Internet Res, 2018, 28:7–10. Search in Google Scholar

[3] Wu Xiangyu. Application of data mining in the research of e-commerce customer behavior loyalty prediction [D]. Lanzhou University of Finance and Economics, 2016:7–23. (in Chinese) Search in Google Scholar

[4] Kim MJ, Hall CM. Can sustainable restaurant practices enhance customer loyalty? The roles of value theory and environmental concerns [J]. Journal of Hospitality and Tourism Management, 2020, 43:26–38. Search in Google Scholar

[5] Zhang Xiaonuo. Analysis of customer loyalty in e-commerce by using big data technology [J]. China Science and Technology Information, 2015(Z3):5–36. (in Chinese) Search in Google Scholar

[6] Ren Jianfeng, Zhang Xinxiang. Research on modeling and prediction of e-commerce customer turnover [J]. Computer Simulation, 2012, 5:363–366. (in Chinese) Search in Google Scholar

[7] Zhi Fenhe, Tian Ling, Ao Jinghai. Research on customer loyalty in e-commerce environment [J]. Business Research, 2007(1). (in Chinese) Search in Google Scholar

[8] Sun Hao, Ren Junsheng, Song Pingping. Marketing communication style and customer loyalty: a research summary. Modern Management Science, 2011, (1), 27–29. (in Chinese) Search in Google Scholar

[9] Ma Qian. Prediction of repeat customers of e-commerce platform based on machine learning [D]. Lanzhou University, 2017:10–35. (in Chinese) Search in Google Scholar

[10] Kuanchin Chen, Ya-Han Hu, Yi-Cheng Hsieh. Predicting customer churn from valuable B2B customers in the logistics industry: a case study [J]. 2014, 10:476–494. Search in Google Scholar

[11] Jones MA, Mothers Baugh DL, Beatty SE. Why customers stay: measuring the underlying dimensions of services switching costs and managing their differential strategic outcomes [J]. Journal of Business Research, 2002, 55(6):9–12. Search in Google Scholar

[12] Li Min, Zhang Yuying, Yu Xinyu. Research on e-commerce customer loyalty based on cluster analysis [J]. Journal of Harbin University of Commerce (Natural Science Edition), 2017, 33(02):15–27. (in Chinese) Search in Google Scholar

[13] Tang Hu Xin. Research on e-commerce user loyalty evaluation method [J]. Computer Simulation, 2017, 34(01):3–8. (in Chinese) Search in Google Scholar

[14] Ouyang Sheng. Application of data mining in consumer behavior analysis [D]. Hunan University, 2011. (in Chinese) Search in Google Scholar

[15] Wu Y, Li EY. Marketing mix, customer value, and customer loyalty in social commerce: a stimulus-organism-response perspective [J]. Internet Res, 2018, 28:7–10. Search in Google Scholar

[16] Dimyati M. The role of customer satisfaction in mediating marketing communication effect on customer loyalty [J]. Researchers World, 2015, 6:5–9. Search in Google Scholar

[17] Oliveira T, Alhinho M, Rita P, et al. Modelling and testing consumer trust dimensions in e-commerce [J]. Computers in Human Behavior, 2017, 71:5–8. Search in Google Scholar

[18] Zhang Xiaonuo. Analysis of customer loyalty in e-commerce by using big data technology [J]. China Science and Technology Information, 2015(Z3):5–36. (in Chinese) Search in Google Scholar