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Product Recommendation Based on Customer Lifetime Value—An Electronic Retailing Case Study

机译:基于客户终身价值的产品推荐 - 电子零售案例研究

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摘要

Electronic commerce contains a lot of applications. Product recommendation is one of useful application of electronic commerce. Recommending right products to right customers enhances the customer's utility and firm profitability. Different customer types have different interests, so firms should firstly segment customers in to groups and recommend right product to them. The main purpose of this paper is to clustering customers based on Customer lifetime Value and then recommending product to different groups of customers with association rule mining technique. We use one electronic retailing in our study.
机译:电子商务包含大量应用程序。产品推荐是电子商务的有用应用之一。向正确的客户推荐合适的产品增强了客户的实用性和坚实的盈利能力。不同的客户类型具有不同的兴趣,因此公司应该首先将客户分组成组并向他们推荐合适的产品。本文的主要目的是根据客户终身价值进行群集客户,然后将产品推荐给不同的客户群,具有关联规则挖掘技术。我们在我们的研究中使用一个电子零售。

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