使用 RFM 和 K-Means 聚类方法对雅加达 Mie Gacoan 顾客进行数字营销分析

Fitra Alghifari Suhardi, Andi Saputro, Amanda Sri Nugroho, Jerry Heikal
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引用次数: 0

摘要

PT.Pesta Pora Abadi 或 Mie Gacoan 是印尼食品和饮料行业中一家使用面条生产食品的公司。Mie Gacoan 目前正处于热销期,在这些势头的支持下,他们希望利用这一时机,通过分析客户来扩大业务范围,以推销更多产品,但他们仍然不知道 Segmentasi 是一个了解客户特征的过程,以便为公司争取有利可图的客户。Segmentasi 将客户分为 X 个类别。本研究旨在结合 K 均值聚类和 RFM 来分析 Mie Gacoan 的客户细分。这种客户特征将有助于 Mie Gacoan 做出决策,将其精力和资源优先用于潜在客户或有利可图的客户。
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Digital Marketing Analysis of Mie Gacoan Customer at Jakarta Using RFM and K-Means Clustering Methode
PT. Pesta Pora Abadi or Mie Gacoan is an Indonesian company within the Food and Beverages industry that produces food using noodles. Mie Gacoan is currently thriving with hype and sales, and with those momentum supporting them, they want to take advantage of this moment to expand their business by analysing their customer to market more their products, but they still don’t know Segmentasi is a process of knowing customer characteristics to get profitable customers for the company. Segmentasi will be done by grouping the customers into x categories. This study aims to combine K-means clustering and RFM to analyze the customer segmentation of Mie Gacoan. This customer characteristics will help Mie Gacoan in decision making to prioritize their energy and resources to potential customers or profitable customers.
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