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Advances in Educational Data Mining Models and the Application of Its Algorithms
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作者 Chi Zhang Huan Yan +2 位作者 Ying Fu Guofeng Han Fan Feng 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2016年第6期32-40,共9页
In order to find an effective way to improve the quality of school management,finding valuable information from students' original data and providing feedback for student management are necessary. Firstly,some new... In order to find an effective way to improve the quality of school management,finding valuable information from students' original data and providing feedback for student management are necessary. Firstly,some new and successful educational data mining models were analyzed and compared. These models have better performance than traditional models( such as Knowledge Tracing Model) in efficiency,comprehensiveness,ease of use,stability and so on. Then,the neural network algorithm was conducted to explore the feasibility of the application of educational data mining in student management,and the results show that it has enough predictive accuracy and reliability to be put into practice. In the end,the possibility and prospect of the application of educational data mining in teaching management system for university students was assessed. 展开更多
关键词 educational data mining models student grade management neural network
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