Research on Evaluation of Morality and Ability of Teachers in Universities Based on the Perspective of Data Mining
Li Tang, Caiyun Zhou, Li Fang He, Shuhua Zhang · 2017
The evaluation of professional morality and ability of teachers is an important part of management in the colleges and universities.Focusing on the evaluation of teachers in Chinese universities, this paper designs an evaluation model, and constructs an evaluation metrics from the perspective of data mining.Furthermore, a new evaluation method for teachers based on Support Vector Machine (SVM) is proposed.The prediction levels of the morality and ability of teachers will be given by SVM.Finally, it gives the relative policies to promote the morality and ability of teachers.It will efficiently improve the quality of teaching and bring benefit to the teaching reform.