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Individual education is the main content and method in teaching students in accordance with their aptitude. However, in the process of individualized education analysis. It needs to involve interests, abilities and personal conditions. Therefore, it is necessary to make an overall plan for personalized education and improve the effectiveness of its educational analysis. Through the deep machine learning analysis method, the integration of personalized education can improve students’ academic performance and new learning ability. The enhancement degree is greater than 40%, which can meet students’ reality, and the satisfaction rate of teachers’ needs is greater than 80%. Therefore, deep mechanical learning can promote the development of personalized education and optimize the original educational content and form.

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Personalized Assessment Algorithm for Preschool Education Based on Machine Learning

  • 会议论文

  • 发表日期：

    2026年

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  • Ming Chen

摘要

Individual education is the main content and method in teaching students in accordance with their aptitude. However, in the process of individualized education analysis. It needs to involve interests, abilities and personal conditions. Therefore, it is necessary to make an overall plan for personalized education and improve the effectiveness of its educational analysis. Through the deep machine learning analysis method, the integration of personalized education can improve students’ academic performance and new learning ability. The enhancement degree is greater than 40%, which can meet students’ reality, and the satisfaction rate of teachers’ needs is greater than 80%. Therefore, deep mechanical learning can promote the development of personalized education and optimize the original educational content and form.