关联规则--市场篮子分析(AR-MBA)在确定产品捆绑战略中的应用:AKPRIND MART Minimarket 案例研究

I. Mustofa, Agus Hindarto Wibowo, Kartinasari Ayuhikmatin Sekarjati, Nafis Sinta Makhulina, R. Dewangga
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引用次数: 0

摘要

在技术飞速发展的现代社会,数据已成为最有价值的组成部分,需要经过处理才能提供可用的信息。在进行更深入或更清晰的数据分析时,技术是非常有用的。实际的政府、社会和商业运作都在使用这种技术;就商业而言,印尼全国各地经营的小型市场数量就证明了这一点。因此,它大大增加了商业竞争。因此,为了竞争,必须利用现有数据进行研究。本研究采用了关联规则--市场篮子分析法来确定参与者的购物兴趣。研究结果显示,60%(洗涤设备和食品)和 62%(药品和瓶装饮料)这两条规则的置信度最高。根据这些结果,微型市场可以决定在产品捆绑、布局和其他工作方面需要做什么。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Penerapan Association Rule-Market Basket Analysis (AR-MBA) Dalam Menentukan Strategi Product Bundling: Studi Kasus Pada Minimarket AKPRIND MART
Data has become the most valuable component to be processed in order to provide usable information in the modern world of rapidly developing technology. When it comes to more in-depth or clear data analysis, technology is quite useful. Real governmental, social, and commercial operations use this technology; in the case of business, this is demonstrated by the quantity of minimarkets operating throughout Indonesia. As a result, it greatly increases commercial competition. Consequently, in order to compete, a study using the available data must be conducted. The Association Rule-Market Basket Analysis method was employed in this study to ascertain the shopping interests of the participants. According to the study's findings, two rules 60% (washing equipment and foodstuffs) and 62% (medicine and bottled drinks) showed the greatest confidence values. Based on these findings, the minimarket can decide what has to be done in terms of Product Bundling, setting up the layout and other tasks
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