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    • 4. 发明授权
    • Churn prediction using relationship strength quantification
    • 使用关系强度量化进行流失预测
    • US08265992B1
    • 2012-09-11
    • US12409853
    • 2009-03-24
    • Mukund SeshadriSridhar MachirajuJean Bolot
    • Mukund SeshadriSridhar MachirajuJean Bolot
    • G06Q10/00G06Q50/00G06N5/02
    • G06Q10/10
    • An embodiment of the current invention is directed to determining that a wireless-service subscriber using a given mobile computing device is likely to transition to another provider (“to churn”). A list of mobile computing devices that have communicated with the given mobile computing device is determined. A relationship-strength value for each mobile computing device in the list is determined. A risk value of the given mobile computing device is determined based on the relationship-strength values of each of the mobile computing devices in the list that have churned. If the risk value is not greater than a risk value threshold, the given mobile computing device is not likely to churn. If the risk value is greater than the risk value threshold, the given mobile computing device is likely to churn.
    • 本发明的一个实施例涉及确定使用给定移动计算设备的无线服务订户很可能转换到另一供应商(“转播”)。 确定与给定移动计算设备通信的移动计算设备的列表。 确定列表中每个移动计算设备的关系强度值。 基于已经搅动的列表中的每个移动计算设备的关系强度值来确定给定移动计算设备的风险值。 如果风险值不大于风险值阈值,则给定的移动计算设备不太可能流失。 如果风险值大于风险值阈值,给定的移动计算设备很可能会流失。