Teaching performance evaluation model based on machine learning

The accurate teaching performance evaluation model can effectively promote the teaching effect. This paper proposes a teaching effect evaluation model based on machine learning. First of all, through the analysis of the characteristics of teaching impact factors, the first-class index system of teac...

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Bibliographic Details
Published inInternational Conference on Measuring Technology and Mechatronics Automation (Print) pp. 843 - 847
Main Author Wang, Yuang
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.01.2022
Subjects
Design methodology
Education
education effect evaluation
Employment
evaluation factors
Machine learning
Machine learning model
Mechatronics
Performance evaluation
relevance
school enterprise collaboration
Training
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Summary:The accurate teaching performance evaluation model can effectively promote the teaching effect. This paper proposes a teaching effect evaluation model based on machine learning. First of all, through the analysis of the characteristics of teaching impact factors, the first-class index system of teaching effect evaluation is established. Then, based on the decision tree method, the teaching effect evaluation model of machine learning is established. Finally, this paper takes the school enterprise as an example to carry on the experimental research, the experimental results show that the model has higher accuracy, and can effectively assist the school-enterprise cooperative education program optimization design.
ISSN:2157-1481
DOI:10.1109/ICMTMA54903.2022.00171