Application research for undergraduate education evaluation method based on SVM

摘要：

Aiming at problems that Chinese Universities tack of internal self-restraint mechanism and a complete, institutionalized and standardization internal quality assurance system, a all-directional, multi-dimensional Undergraduate Teaching Evaluation System is established in this paper. Support vector machine (SVM) is used to evaluate undergraduate majors teaching level in the paper. According to training sample, a model is obtained and then a undergraduate teaching level evaluation method is established. Experimental results show that the evaluation method proposed in the paper has a better performance in accuracy and speed than other conventional methods, and can improve rationality and scientific of undergraduate teaching level evaluation.

关键词： component support vector machine undergraduate education evaluation management system

作者: Yandong Guo Kai Yang

作者单位: Bohai University Jin zhou , Lliaoning Bohai University Jin zhou, Lliaoning

会议类型: 国际会议

会议名称: 2010 IEEE International Conference on Advanced Management Science(2010年IEEE高级管理科学国际会 IEEE ICAMS 2010)

会议地点: 成都

会议语种:英文

页码: 602-607

在线出版日期: 2010-07-09（万方平台首次上网日期，不代表论文的发表时间）