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Method and system for mining churn factor causing user churn for network application

机译:挖掘引起用户流失的流失因子的方法和系统

摘要

A method for mining a churn factor causing user churn for a network application includes: calculating, according to a data universe of churned users, a proportion of a quantity of churned users under each user operation scenario where user churn occurs for a network application in a total quantity of the churned users, and determining multiple user operation scenarios corresponding to multiple proportions sequentially placed in foremost positions in a list of all calculated proportions of user operation scenarios ranked in a descending order; determining churn factors of the multiple user operation scenarios; determining, according to the proportions of the churned users under the multiple user operation scenarios in all the churned users, influence weight values of the churn factors; and determining, when the influence weight value of a churn factor is greater than or equal to the threshold, that the churn factor is a major churn factor.
机译:一种挖掘引起网络应用用户流失的流失因子的方法,包括:根据流失用户的数据量,计算每个用户操作场景下,网络应用中用户流失发生的用户流失比例。训练的用户总数,并确定与计算出的用户操作场景的所有比例按降序排列的顺序依次放在最前面的多个比例对应的多个用户操作场景;确定多种用户操作场景的流失因素;根据所有用户中多用户操作场景下用户的比例确定影响因素的权重值;当搅动因子的影响权重值大于或等于阈值时,判定搅动因子为主要搅动因子。

著录项

  • 公开/公告号US10748166B2

    专利类型

  • 公开/公告日2020-08-18

    原文格式PDF

  • 申请/专利权人 TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED;

    申请/专利号US201615200718

  • 发明设计人 JIE DONG;XIAO WANG;

    申请日2016-07-01

  • 分类号G06F30;G06Q30/02;G06F16/28;G06F16/2458;G06F16/2457;

  • 国家 US

  • 入库时间 2022-08-21 11:31:08

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