基于移情学生视角的教学学习过程分析、预测与维护

V. Ganesan, M. Kumar, Govi Govindarajan, Prof. Naren.J, yellamma pachipala
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引用次数: 2

摘要

. 学习模型已广泛应用于预测人类疾病、失调、行为等方面。目前的研究给出了用各种机器学习方法预测大学生行为的分析研究。研究表明,机器学习方法胜过策略,尤其是在学生行为分析方面。本文生动地介绍了各种学习方法及其在行为分析中的应用。这项研究将帮助学生了解如何将不同的学习方法应用于学生行为分析,包括学习成绩、参考课程的行为研究、在线教学模式等。本文还比较了各种机器学习方法在学生行为预测中的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis, Prediction and Maintenance of Teaching learning process by Empathize Students’ View
. Learning models have been widely used in predicting diseases, disorders, behaviour aspects in human beings etc. The current research gives an analytical study on predicting University students’ behaviour with various Machine Learning approaches. Research shows that Machine Learning approaches outwit the strategies especially in Student behaviour analysis. An analytical study on various learning approaches and its application in Behaviour Analysis is vividly presented in the paper. The study would give an understanding on how various learning approaches could be applied in Student Behaviour Analysis that includes academic performance, behavioural study with reference to courses, Online teaching modes etc. The paper also encompasses comparison with various Machine Learning approaches in student behavioural prediction.
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