随着电子商务的不断发展,电子商品的种类逐渐增多,如何推荐给适合顾客的商品来提高交易量成为电商首要考虑的问题。本文对如何完善电子商务商品推荐系统进行分析,围绕设计搜索的整体性、相似商品的推荐和对顾客进行分类三个方面展开讨论,从而实现提高电子商务商品成交额的目标。电子商务目前已经十分普遍,网上商品交易数量也随之增多,网上商品种类繁多,商品消费者的选择性增加。因此,电子商务 With the continuous development of e-commerce, the types of e-merchandise are gradually increasing. How to recommend merchandise suitable for customers to increase transaction volume has become the primary consideration for e-commerce. This article analyzes how to improve the e-commerce product recommendation system, discusses the integrity of design search, the recommendation of similar products and the classification of customers, so as to achieve the goal of improving the turnover of e-commerce products. E-commerce is now very common, the number of online merchandise transactions also will increase, a wide range of online merchandise, merchandise consumers increased selectivity. Therefore, e-commerce