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MACHINE LEARNING METHOD, APPARATUS, AND COMPUTER PROGRAM FOR PROVIDING PERSONALIZED EDUCATIONAL CONTENT BASED ON LEARNING EFFICIENCY

机译:用于根据学习效率提供个性化教育内容的机器学习方法,装置和计算机程序

摘要

Disclosed herein is a method of providing user-customized learning content in a service server, which includes a) for a specific subject, configuring a problem database including at least one of multiple-choice problems each including at least one example, providing the problem to user devices, and collecting example selection data of users for the problem from the user devices, b) estimating a probability of right answer to the problem for each of the users using the example selection data of each of the users, and assuming that any user selects an example of any problem, calculating, for each problem, a change rate of probabilities of right answer to all problems contained in the problem database for the user, and sorting the problems contained in the problem database in the order of the high change rate to recommend them to the user.
机译:这里公开了一种在服务器中提供用户定制学习内容的方法,该服务器包括用于特定主题的服务器,该服务器配置问题数据库,包括每个包括至少一个示例的多项选择问题中的至少一个,提供问题用户设备,以及来自用户设备的问题的用户的示例选择数据,b)使用每个用户的示例选择数据估计对每个用户的问题的正确答案的概率,并假设任何用户选择任何问题的示例,计算每个问题,对用户问题数据库中包含的所有问题的概率更改概率的变化率,并按照高变化率的顺序对问题数据库中包含的问题进行排序推荐给用户。

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