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METHOD AND SERVER FOR CONDUCTING CONTROLLED EXPERIMENT USING PREDICTION OF FUTURE USER BEHAVIOR

机译:预测未来用户行为进行受控实验的方法和服务器

摘要

FIELD: information technology.;SUBSTANCE: implemented method of conducting a controlled experiment using prediction of future user behaviour. The method is performed on the server and includes the steps of: collecting user behaviour data: from the first group of users to whom the control version of the service is represented, and from the second group of users to whom the experimental version of the service is presented; based on the prediction model applied to the collected behaviour data, determining the predicted quality parameter values for each user from: the first user group and the second user group at corresponding time intervals; determining the statistically significant difference between the predicted quality parameter values for each user from the first user group and the predicted quality parameter values for each user from the second user group.;EFFECT: reducing the time of separate testing for web optimisation.;32 cl, 5 dwg
机译:领域:信息技术;实体:使用对未来用户行为的预测来进行受控实验的实现方法。该方法在服务器上执行,并且包括以下步骤:收集用户行为数据:从代表该服务的控制版本的第一组用户,以及从该服务的实验版本的第二组用户被呈现;基于应用于收集到的行为数据的预测模型,从对应的时间间隔的第一用户组和第二用户组确定每个用户的预测质量参数值;确定第一个用户组的每个用户的预测质量参数值与第二个用户组的每个用户的预测质量参数值之间的统计上的显着差异。效果:减少针对Web优化的单独测试的时间。32cl ,5载重吨

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