Predicting users' attributes based on users' behaviors
    9.
    发明授权
    Predicting users' attributes based on users' behaviors 有权
    根据用户的行为预测用户的属性

    公开(公告)号:US08756184B2

    公开(公告)日:2014-06-17

    申请号:US12957649

    申请日:2010-12-01

    摘要: A method, apparatus, system, article of manufacture, and computer readable storage medium provide the ability to predict and utilize a user's attributes. A sample user behavior and a sample user attribute are collected. A model is trained based on the sample user behavior and sample user attribute. Using the model, a probability of a predicted user attribute based on the sample user behavior is predicted. Using the model and the probability, the predicted user attribute is fuzzily determined based on a real user behavior. The predicted user attribute is used to improve a user's experience.

    摘要翻译: 方法,装置,系统,制品和计算机可读存储介质提供预测和利用用户属性的能力。 收集示例用户行为和示例用户属性。 根据样本用户行为和样本用户属性对模型进行培训。 使用该模型,预测基于样本用户行为的预测用户属性的概率。 使用模型和概率,基于真实用户行为模糊地确定预测用户属性。 预测的用户属性用于改善用户体验。