基于数据分析的智慧课堂APP的研究与设计

The Design and Research of Smart Class APP Based on Data Analysis

随着个人智能终端的普及,移动学习已经成为高等教育的一个趋势.智慧课堂APP软件的引入不仅辅助课堂教学和延伸课堂边界,而且全程记录和分析教学和学习过程中产生的数据.由此基于数据分析的角度设计智慧课堂的APP,移动终端记录教师教学和学生学习的各个环节数据,跟踪教师和学生的学习和教学状态,以知识点、教学事件和学习事件为数据基础,采用关联分析的方法分析知识点和事件之间的频繁关系,找出提高教学和学习效率的关键因素.

With the popularity of personal intelligent terminals,mobile learning has become a trend in higher education.The introduction of APP software in smart classroom not only assists classroom teaching and extends classroom boundaries,but also records and analyzes the data generated in the process of teaching and learning.Based on the data analysis,this paper designs an APP of intelligent classroom.Mobile terminals record the data from teaching and learning,and track the learning statues of students and teaching status of teachers.Based on the data of knowledge points,teaching events and learning events,this paper uses the method of correlation analysis to analyze the frequent relationship between knowledge points,teaching events and learning events.The result improves the efficiency of teaching and learning according to the key factors and relationship.