手机配件市场购物篮分析的Apriori算法实现

Erwin Dwika Putra, M. H. Rifqo, Depmi Hardianto
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摘要

目前,数据挖掘技术的使用有助于企业所有者促进其产品营销。其中最著名的技术之一是关联分析。这种关联分析的目的是找出顾客购买的商品之间的关系。这种关联分析通常被称为市场篮子分析。购物篮分析使用已存储在数据库中的客户数据来查找其中的新信息。先验算法是一种用于进行购物篮分析的算法,其目的是找到最频繁购买的商品。该先验算法生成了一个对业务参与者有用的关联规则。通过对关联的先验算法分析可以看出,客户数据可以作为企业主确定其业务销售策略的输入。
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Apriori Algorithm Implementation on Market Basket Analysis (MBA) of Mobile Phone Accessories
Theuse of data mining techniques presently help business owners to facilitate the promotion of their product marketing. One of the most techniques is well-known as association analysis. This association analysis aims to find the relationship between the goods purchased by customers. This kind of association analysis is commonly known as market basket analysis. Market basket analysis uses customer data that has been stored in the database to find new information in it. The apriori algorithm, is applied an algorithm for conducting market basket analysis, which aims to find the most frequently purchased items. This apriori algorithm produces an association rule that is useful for business actors. By analyzing the association a priori algorithm can be seen that customers’ data can be used as input for business owners to determine sales strategies for their business.
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