数据挖掘技术在高校教学评估中的应用研究

Application Research of Data Mining Technology to Teaching Evaluation of Higher Education

为解决只能取得单纯的有点片面的教学评估体系,提出了数据挖掘技术在教学评估中的应用研究,应用数据挖掘技术,重点利用关联规则方法中的Apriori算法,对学生的评教数据及教师档案数据进行数据挖掘工作,找出数据的内在规律,分析数据挖掘的结果,把这些规律运用到教学管理中,提高教学质量,提升学院的管理水平、使评估充分发挥对教学的指导作用。为学院的管理提供更多有价值的决策信息。

To establish a comprehensive teaching evaluation system,research of data mining technology used in teaching evaluation is put forward.Data mining technology,using Apriori algorithm of association rules,stores and analyzes the data generated from teaching evaluations by students and teachers'file data, with a purpose of exploring the inherent laws of data,and researching the results of data mining,by which teaching and college management are improved.More valuable information is supplied to decision-making, and the teaching evaluation is used to guide teaching activities.