Penerapan Market Basket Analysis Dengan Metode Apriori Pada WFZ Book Store

Wahyuni Fithratul Zalmi
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Abstract

WFZ Book Store is a Book Store that provides various types of books. The sales process is done offline where the costumer has to visit the store to make a purchase. The process of recording data using the ledger makes it difficult for WFZ Book Store to make sales reports because it has to collect transaction data in the ledger, it causes difficulties to know the available Book stock because it has to check every sales transaction in the ledger. WFZ Book Store requires an information system that can manage book sales data onlineagarcostumers can easily view book data, stockand book online reservations. With the wfz Book Store information system can facilitate the customer in managing book data and store customer data that has made transactions also WFZ Book Store does not find it difficult to provide book purchase transaction data for the customer, so that the data can be used for book recommendations by finding the set of data that most often appear in a data set. Datamining techniques have been widely used to overcome existing problems, one of which is the application of a-priori algorithms to find association rules formed from book purchase transaction datasets. So it will be known the association between the title of the book purchased. The association rules between book titles formed from the mining process can later be used by the WFZ Book Store to increase the number of books purchased, besides that it can be used for the procurement of books from the association rules of frequently purchased books, it can also be developed into a knowledge base for the book purchase recommendation system. The Output is in the form of a priori algorithm analysis software.
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WFZ书店是一家提供各种类型书籍的书店。销售过程是离线完成的,客户必须访问商店进行购买。使用分类帐记录数据的过程使WFZ书店难以制作销售报告,因为它必须在分类帐中收集交易数据;由于它必须检查分类帐中的每笔销售交易,因此难以了解可用的图书库存。WFZ书店需要一个可以在线管理图书销售数据的信息系统,客户可以方便地查看图书数据、库存和在线预订图书。通过wfz Book Store信息系统可以方便客户管理图书数据和存储已经进行过交易的客户数据,wfz Book Store也不难为客户提供购书交易数据,通过查找数据集中最常出现的一组数据,就可以将这些数据用于图书推荐。数据挖掘技术已被广泛用于克服现有的问题,其中之一是应用先验算法从图书购买交易数据集中找到关联规则。这样就知道所购买的书的书名之间的联系。挖掘过程中形成的书名间的关联规则,以后可以被WFZ书店用来增加购买的图书数量,除了可以从经常购买的图书的关联规则中进行图书采购外,还可以开发成图书购买推荐系统的知识库。输出以先验算法分析软件的形式呈现。
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审稿时长
8 weeks
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