使用杏算法对机油优先产品定位的交易数据进行分析

Gigih Prima Subakti, Yessica Nataliani
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引用次数: 1

摘要

-数据挖掘是一个寻找重要和独特信息的过程,也是一个需要知识来提高公司有效性和效率的运营业务管理过程。简历。XYZ是一家位于西爪哇的自行车和摩托车备件商店,自1999年以来一直拥有交易管理系统。然而,该系统仅用于记录和存档,应更优化地使用,以提高运营管理质量。CV对货物布局的管理没有很好的规划。XYZ,它应该能够用现有的事务数据进行分析。因此,本研究将重点放在交易分析上,使用最小支持度为4%,最小置信度为50%的先验算法来确定商品的布局。这项研究产生了21条关联规则,可以用作简历上的优先产品植入。XYZ的匹配百分比为57.1%的最低支持和信心已被测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analisis Data Transaksi untuk Penempatan Produk Prioritas Oli Motor Menggunakan Algoritma Apriori
- Data mining is a process of finding essential and unique information, as well as operational business management that requires knowledge to increase the effectiveness and efficiency of the company. CV. XYZ is a bicycle and motorcycle spare parts shop located in West Java since 1999 and has had a transaction management system since 2012. However, the system is only used for recording and archiving, which should be used more optimally to improve the quality of operational management. The management of the layout of goods is not well planned by CV. XYZ, which should be able to be analyzed with existing transaction data. Therefore, this study focuses on transaction analysis to determine the layout of goods using the a priori algorithm with a minimum support of 4% and a minimum confidence of 50%. The research produces 21 association rules that can be used as a priority product placement on the CV. XYZ with a matching percentage of 57.1% for the minimum support and confidence that has been tested.
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