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Predictive Tool Utilizing Correlations With Unmeasured Factors Influencing Observed Marketing Activities

机译:预测工具利用影响观察到的营销活动的不可测因素的相关性

摘要

Methods and apparatus for a predictive tool utilizing correlations with unmeasured factors influencing marketing activities are described. A method comprises determining a set of measurable factors with which decisions to perform a type of marketing activity are correlated, and a set of measurable factors with which a category of entity results is correlated. The method includes generating, using the sets of measurable factors, a model configured to predict probabilities of results of the category of results. The prediction is based on a correlation determined between unmeasured factors represented in the model as influencing the category of results, and one or more unmeasured factors represented in the model as influencing decisions on implementing the type of marketing activity. The method comprises using the model to predict the probability of a particular entity result.
机译:描述了一种用于预测工具的方法和设备,该工具利用与影响营销活动的未测因素的相关性。一种方法包括确定与执行一种营销活动的类型的决策相关的一组可测量因素,以及与实体结果的类别相关的一组可测量因素。该方法包括使用可测量因子的集合来生成模型,该模型被配置为预测结果类别的结果的概率。该预测基于在模型中表示的影响结果类别的未衡量因素与模型中表示的影响执行营销活动类型的决策的一个或多个未衡量因素之间的相关性。该方法包括使用模型来预测特定实体结果的概率。

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