Title :
The application of TSVM in teaching quality evaluation
Author :
Zhijuan, Jia ; Mingsheng, Hu ; Xiangyu, Zhang
Author_Institution :
Sch. of Software, Zhengzhou Normal Univ., Zhengzhou, China
Abstract :
The management of teaching ability evaluation is the main part of the personnel training target, which is formulated by the school, this article unifies the practice of classroom teaching ability evaluation, research has analyzed the key technologies about the design of the evaluation index system, the theory of support vector machine, incremental learning and so on; it has established the Model of Teaching Ability Evaluation based on the TSVM, and applies it to the School Teaching Ability Evaluation System. The experimental studies have shown that this model can obtain more desirable results.
Keywords :
educational administrative data processing; learning (artificial intelligence); personnel; statistical analysis; support vector machines; teacher training; teaching; School Teaching Ability Evaluation System; TSVM; classroom teaching ability evaluation; evaluation index system; incremental learning; personnel training; statistical learning theory; support vector machine; teaching ability evaluation management; Data models; Educational institutions; Indexes; Support vector machines; Training; Incremental learning; Support vector machine; Teaching quality evaluation;
Conference_Titel :
Robotics and Applications (ISRA), 2012 IEEE Symposium on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4673-2205-8
DOI :
10.1109/ISRA.2012.6219249
