Building an efficient artificial intelligence model for personalized training in colleges and universities

Xiao Meng; Yi Haibo

摘要

Higher education provides a common educational pattern to all students in colleges and universities. However, under the general law of higher education, the teaching and education of a certain category or subject has its special regularity. Besides, students in colleges and universities have different demands of education. To address the challenges in higher education, it is very important to carry out higher education reform in colleges and universities. Personalized education has been considered to be a new educational model that is a result of the individual desire of students and the development of society. Traditional methodologies of teaching in colleges and universities cannot fulfill the implementation of personalized training. Hence, it is very urgent to develop new methodologies for personalized training. Among the methodologies of realization of personalized training, artificial intelligence is one of the most important methodologies. We exploit artificial intelligence for personalize education reform. First, we analyze the information of students before entering the colleges and universities. Then, we propose a method to extract modeling features of the student information. Second, we propose a method to build a personalized training model based on artificial intelligence. Third, we propose a method to predict the development track of students based on the personalized training model. On the basis of above designs, we design personalized training for students in colleges and universities. Furthermore, we implement our design by using artificial intelligence. Besides, our design can be applied to the career planning or related areas.

机译：高等教育为大学和大学的所有学生提供了一个共同的教育模式。但是，在高等教育的一般法律下，某个类别或主题的教学和教育具有特殊规律性。此外，高校学生对教育的需求不同。为应对高等教育的挑战，在高校开展高等教育改革非常重要。个性化教育被认为是一个新的教育模式，这是学生个人愿望和社会发展的结果。高校教学的传统方法不能满足个性化培训的实施。因此，为个性化培训开发新方法非常迫切。在实现个性化培训的方法中，人工智能是最重要的方法之一。我们利用人工智能来个性化教育改革。首先，我们在进入大学之前分析学生的信息。然后，我们提出了一种提取学生信息的建模特征的方法。其次，我们提出了一种基于人工智能建立个性化培训模型的方法。第三，我们提出了一种方法来预测基于个性化培训模型的学生发展轨迹。在上述设计的基础上，我们为高校学生设计个性化培训。此外，我们通过使用人工智能来实现我们的设计。此外，我们的设计可以应用于职业规划或相关领域。

Building an efficient artificial intelligence model for personalized training in colleges and universities

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