数据挖掘技术:支持本地合作社进行客户分析、市场分析和原型构建

Amalia Mukhlas, Aishah Ahmad, Z. Zainun, Media Prima Berhad
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引用次数: 8

摘要

客户趋势对于帮助组织识别机会,提高销售和提供有关市场状况的有价值的信息非常重要,从而有助于企业的营销。这项研究是在当地合作社进行的,合作社是一个开展信贷活动并向客户提供贷款和保险等金融服务的组织。该组织面临的问题是没有充分利用现有数据库来了解客户趋势。本研究旨在使用合适的数据挖掘技术识别客户档案,从而帮助了解客户购买趋势,以进行市场分析。研究结果和分析表明,关联是了解客户购买趋势的合适技术。运用关联技术的结果对揭示顾客购买趋势、组织促销、增加交叉销售或预测需求具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Data mining technique: Towards supporting local co-operative society in customer profiling, market analysis and prototype construction
Customer trends is important to assist organization to recognize opportunities, improve sales and provide valuable information on market conditions hence help marketing of the business. This study conducted in local co-operative society, an organization that carries out credit activities and provides financial services such as loans and insurances to the customers. The problem faced by this organization is underutilized existing database to understand customer trends. The study intent to identify customer profiles using suitable data mining techniques hence assist to understand customer buying trends for market analysis purposes. Findings and analysis shows that association is the suitable technique to understand customer buying trends. The results of using association technique has provide significance to uncover customer buying trends to structure promotions, increase cross-selling or anticipate demand.
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