微型电脑应用2023，Vol.39Issue(12)：69-72,4.
网络教学平台在高校中的建设与学生学习行为数据研究
Construction of Network Teaching Platform in Colleges and Research about Data of Students'Learning Behavior
摘要
Abstract
Aiming at the software and hardware defects of the network teaching platform of China University of Petroleum(East China),this paper redesigns the hardware architecture and deployment of the platform.On the basis of expanding the server performance and storage capacity,the internal execution tasks of each server are finely divided,which improves the stability of the whole system and greatly improves the amount of user concurrency.The software functional module is redesigned and the platform function is improved by comparing the functional structure of the same type of platform.On this basis,this paper studies the students'learning behavior data of the teaching platform.The method of correlation analysis between students'fi-nal test scores and various online learning index selects the highest correlation index as the parameter of student portrait,and R language statistical method is used to analyze the daily learning time of students in the whole semester to provide online teaching support for school teachers.关键词
网络教学平台/学习分析/学生画像/相关性分析Key words
network teaching platform/learning analysis/student portrait/correlation analysis分类
社会科学引用本文复制引用
张勇波,宋晓丽,徐海..网络教学平台在高校中的建设与学生学习行为数据研究[J].微型电脑应用,2023,39(12):69-72,4.基金项目
中国石油大学(华东)教学改革研究项目(QT-202005) （华东）
