Customer relationship management and Web mining: the next frontier

被引:0
作者
Alexander Tuzhilin
机构
[1] New York University,Stern School of Business
来源
Data Mining and Knowledge Discovery | 2012年 / 24卷
关键词
Customer relationship management; Analytical CRM; Web mining; Personalization;
D O I
暂无
中图分类号
学科分类号
摘要
After a decade of successful development of new Web mining technologies, it is a good time to examine novel promising areas that will advance Web mining over the next decade. This paper argues that CRM is such an area that can benefit from and contribute to further advancements of the Web mining research. This is the case because CRM is an underexplored field that has many open and interesting problems important to the industry and academia. This paper reviews some of the key aspects of CRM, describes certain problems and promising research directions in the field, and discusses how Web mining can contribute to solving these problems.
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页码:584 / 612
页数:28
相关论文
共 55 条
[1]  
Adomavicius G(2002)An architecture of e-butler—a consumer-centric online personalization system Int J Comput Intell Appl 2 313-327
[2]  
Tuzhilin A(2000)Internet recommendations systems J Mark Res 37 363-375
[3]  
Ansari A(2007)A learning approach for interactive marketing to a customer segment Oper Res 55 1120-1135
[4]  
Essegaier S(1991)Interactive marketing: exploiting the age of addressability Sloan Manag Rev 33 5-14
[5]  
Kohli R(1998)A dynamic model of the duration of the customer’s relationship with a continuous service provider: the role of satisfaction Mark Sci 17 45-47
[6]  
Bertsimas D(2002)Customer loyalty and supplier quality competition Manag Sci 48 207-221
[7]  
Mersereau A(2003)Telephone call centers: tutorial, review, and research prospects Manufact Servs Ops Manag 5 79-141
[8]  
Blattberg RC(2004)Valuing customers J Mark Res 41 7-18
[9]  
Deighton J(2006)Improving the diagnosis and prediction of customer churn: a heterogeneous hazard modeling approach J Interact Mark 20 16-29
[10]  
Bolton RN(2005)Choice models and customer relationship management Mark Lett 16 3-4