Recommender Systems: The Importance of Personalization in E-Business Environments

Nikolaos Polatidis, C. Georgiadis
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引用次数: 21

Abstract

Due to the rapid growth of the internet in conjunction with the information overload problem the use of recommender systems has started to become necessary for both e-businesses and customers. However there are other factors such as privacy and trust that make customers suspicious. This paper gives an overview of recommendation systems, the benefits that both the business and the customers have and an explanation of the challenges, which if faced can make the personalization process better for both parties. Moreover an outline of current studies is given along with an overview of Amazon’s recommendations in order to clarify that the use of recommender systems is beneficial for an e-business in many ways and also for a valuable customer of such business. Recommender Systems: The Importance of Personalization in E-Business Environments
推荐系统:个性化在电子商务环境中的重要性
由于互联网的快速发展以及信息超载问题,推荐系统的使用已经开始成为电子商务和客户的必要条件。然而,还有其他因素,如隐私和信任,使客户产生怀疑。本文概述了推荐系统,对企业和客户都有好处,并解释了面临的挑战,如果面临这些挑战,可以使个性化过程对双方都更好。此外,本文还对当前的研究进行了概述,并对亚马逊的推荐进行了概述,以阐明推荐系统的使用在许多方面对电子商务有益,也对此类业务的有价值的客户有益。推荐系统:个性化在电子商务环境中的重要性
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