Analysis and Research on Behavior-Based Price Discrimination on E-Commerce Platform under Big Data

Xueying Yu, Shudong Yang, Huiyi Tian
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Abstract

Personalization has become an important feature of many web services in recent years. However, there is mounting evidence that e-commerce sites are using personalization algorithms to implement price discrimination based on consumers' behavior. This paper first gives a brief introduction of behavior-based price discrimination (BBPD), and summaries relevant research of how to examine BBPD on different platform. Then we provide a use case study to further explain the existence of BBPD on e-commerce platform. At the end of this paper, further research directions are provided for the study of personalized pricing for future works.
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大数据下电子商务平台基于行为的价格歧视分析与研究
近年来,个性化已经成为许多web服务的一个重要特征。然而,越来越多的证据表明,电子商务网站正在使用个性化算法来实施基于消费者行为的价格歧视。本文首先对基于行为的价格歧视(BBPD)进行了简要介绍,并总结了如何在不同平台上检验BBPD的相关研究。然后,我们提供了一个用例研究来进一步解释BBPD在电子商务平台上的存在。最后,对个性化定价的研究提出了进一步的研究方向,为今后的工作提供参考。
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