Evolution of Recommender Systems from Ancient Times to Modern Era: A Survey

Richa Sharma; Rahul Singh

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Evolution of Recommender Systems from Ancient Times to Modern Era: A Survey

机译：推荐系统从古代到现代的演变：一项调查

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Recommender systems were introduced in the mid-1990s to help people select the most suitable product for them from the plethora of options available with them. The idea that led to their development was that we people often rely on the opinions of our peers before trying something new, say it be before buying a smart phone, a laptop, before going for a movie, before going to a new restaurant and even before visiting a doctor. Till date, we have numerous recommender systems developed for various areas, using different recommendation approaches. Yet, there are still a few limitations of recommender systems that need to be worked on. In this paper, we present an overview of recommender systems, the various approaches of recommender systems, the application areas for which various recommender systems have been developed and we also present the limitations of recommender systems.

机译：推荐系统是在1990年代中期引入的，旨在帮助人们从可用的众多选择中选择最适合他们的产品。促成他们发展的想法是，我们人们经常在尝试新事物之前就依靠同行的意见，例如在购买智能手机，笔记本电脑，看电影之前，去新餐厅甚至是之前在去看医生之前。到目前为止，我们已经使用不同的推荐方法为各个领域开发了许多推荐系统。但是，推荐系统仍然存在一些局限性。在本文中，我们概述了推荐系统，推荐系统的各种方法，针对其开发了各种推荐系统的应用领域，并且还介绍了推荐系统的局限性。

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《Indian Journal of Science and Technology》 |2016年第20期|共页
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Richa Sharma; Rahul Singh;
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Evolution of Recommender Systems from Ancient Times to Modern Era: A Survey

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