基于大数据的教学数据分析系统

Teaching data Analysis System Based on Big Data

为了解决传统教学数据分析系统中功能运行成功率低、分析时延长的问题,本文设计一个基于大数据的教学数据分析系统。首先利用大数据创建数据仓库,实时监控并采集教学数据,将其存储到数据仓库中;然后以创建的数据仓库为基础,实现教学基本信息、教学过程数据和课程教学成绩的分析,并实现教学分析结果的可视化输出。通过系统的测试实验得出结论:与传统的教学数据分析系统相比,设计分析系统的成功率得到了有效提升。

In order to solve the problems of low success rate of function operation and the extension of analysis in traditional teaching data analysis system,this paper designs a teaching data analysis system based on big data.First,we use big data to create data warehouse,monitor and collect teaching data in real time,store it in data warehouse;then,based on the data warehouse,we can realize the analysis of basic information,teaching process data and course teaching achievement,and realize the visual output of teaching analysis results.The results of the system test show that the success rate of the design analysis system is improved effectively compared with the traditional teaching data analysis system.