节点文献
基于回归分析模型的网络学习与成绩关联度研究——以“复变函数”为例
Study on the Correlation Between Network Learning and Achievement by Regression Analysis Model——with the example of “complex function”
【摘要】 文章首先根据获得的网络学习数据,建立典型相关性分析模型,得出观看视频次数、讨论次数以及平台访问次数对学生的成绩有影响.其次,分别通过多元线性回归模型、逐步线性回归模型、多元二项式回归模型对数据进行了定量分析,最终得出上述"复变函数"的网络学习三种因素对学生成绩的关联度.
【Abstract】 Firstly,according to the data obtained,a typical correlation analysis model is established,and thequalitative analysis shows that the number of video viewing,the number of discussions and thenumber of visits to the platform do have an impact on the performance of students. Then,the dataare quantitatively analyzed by multivariate linear regression model,stepwise linear regression mod-el and multivariate two-item regression model. Finally,the relationship between the network learn-ing of"complex function"and achievement of students is obtained.
【关键词】 典型相关性分析模型;
回归分析模型;
网络学习;
学生成绩;
【Key words】 typical correlation analysis model; regression analysis model; network learning; student achievement;
【Key words】 typical correlation analysis model; regression analysis model; network learning; student achievement;
【基金】 安徽省高等学校质量工程项目(2015gxk149,2015jxtd121,2016mooc271,2018jyxm0491);安徽省高等学校省级自然科学研究重点项目(KJ2014A196,KJ2018A0330);阜阳师范学院研究项目(BKSKY(17-18)-330,2017JYXM26)
- 【文献出处】 通化师范学院学报 ,Journal of Tonghua Normal University , 编辑部邮箱 ,2019年06期
- 【分类号】G434;O174.5-4
- 【下载频次】421