会员回购预测

零售业在顾客经营上经常遇到的问题是，消费者往往只有一次的购买，难以转换成连结紧密的忠诚会员。因此希望能透过行销活动的方式加强消费者的回购意愿，使得商家与会员的连结度更深更稳。

我们将利用资料科学达成的精准行销方法，进行准确的活动投放，使得行销活动可以更有效且精准地达到目的。

A common challenge encountered by the retail industry in customer management is that consumers often make only one-off purchases, making it difficult to convert them into tightly bonded loyal members. Therefore, there is a desire to enhance consumers' repurchase intention through marketing campaigns, so as to build deeper and more stable connections between merchants and their members.

We will leverage data science-enabled precision marketing methods to conduct accurate campaign deployment, enabling marketing activities to achieve their intended goals more effectively and precisely.

搜集汇总

背景与挑战

背景概述

该数据集专注于零售业的会员回购预测，提供训练、测试和交易记录数据，旨在通过精准营销提高消费者回购率。数据包括test.csv、train.csv、transactions.csv和Data_Dictionary.xlsx文件。