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METHOD AND APPARATUS FOR PREDICTING CUSTOMER PURCHASE INTENTION, AND ELECTRONIC DEVICE AND MEDIUM

机译:预测购买意向的方法和装置,以及电子设备和介质

摘要

Provided are a method and apparatus for predicting a customer purchase intention, and an electronic device and a medium, wherein same are applicable to the field of information processing. The method comprises: acquiring personal characteristic data of a customer; inputting the personal characteristic data into a pre-established random forest model so as to output an objective purchase tendency value of the customer; acquiring, according to an emotional tendency of the customer during a historical telesales process, a subjective purchase tendency value of the customer; carrying out weighting processing on the objective purchase tendency value and the subjective purchase tendency value, and outputting a weighted result as an actual purchase tendency degree of the customer; and determining a customer whose actual purchase tendency degree is greater than a pre-set threshold as a potential customer, so that a telesales agent calls back the potential customer and promotes a telesales product. The scheme improves the predication accuracy of potential customers by means of determining potential customers through a comprehensive consideration of factors in many aspects, and realizes performing quantitative calculation of a purchase intention of the customers by means of carrying out weighting processing on an objective purchase tendency value and a subjective purchase tendency value.
机译:提供了一种预测顾客购买意愿的方法和装置,以及一种电子设备和一种介质,其中它们适用于信息处理领域。该方法包括:获取客户的个人特征数据;将个人特征数据输入到预先建立的随机森林模型中,以输出顾客的客观购买倾向值;根据客户在历史电话销售过程中的情感倾向,获取客户的主观购买倾向值;对目标购买倾向值和主观购买倾向值进行加权处理,并输出加权结果作为顾客的实际购买倾向度;将实际购买倾向度大于预设阈值的客户确定为潜在客户,以使电话销售代理回呼该潜在客户并推广电话销售产品。该方案通过综合考虑各个方面的因素来确定潜在顾客,从而提高了潜在顾客的预测准确性,并通过对客观购买倾向值进行加权处理,实现了对顾客购买意愿的定量计算。和主观购买倾向值。

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