基于支持向量机的高校慕课教学质量评价研究

Research of MOOC teaching quality evaluation in colleges based on support vector machine

为了全面、客观评价高校慕课教学质量,提出了基于支持向量机的高校慕课教学质量评价方法。首先通过分析高校慕课教学质量影响因素,建立高校慕课教学质量评价体系,然后采用支持向量机训练评价体系建立高校慕课教学质量评价模型。实验结果表明:该方法提升了高校慕课教学质量评价效果,输出评价结果与实际评价结果吻合度极高,教学质量评价客观、全面。

In order to comprehensively and objectively evaluate the teaching quality of MOOC in colleges and universities,this paper puts forward an evaluation method of MOOC teaching quality based on Support Vector Machine.Firstly,by deeply analyzing the influencing factors of MOOC teaching quality in colleges and universities,the evaluation system of MOOC teaching quality in colleges and universities is established,and then the evaluation model of MOOC teaching quality in colleges and universities is established by training the evaluation system with Support Vector Machine.The experiment results show that this method improves the teaching quality evaluation effect of MOOC in colleges and universities,the output evaluation results are highly consistent with the actual evaluation results,and the teaching quality evaluation results are more objective and comprehensive.