基于大数据分析的学生管理平台设计与实现

Design and Implementation of Student Management Platform Based on Big Data Analysis

大数据时代,高效的信息管理有着迫切的现实需求。本文立足于各院校关心的学生管理信息,采用大数据技术采集及清洗各类数据,并通过设计各类规则库自动运算,从班级、个人两个维度的成绩管理、考勤管理、奖惩管理三个类别的分析及可视化,设计实现了一种学生信息管理平台。该平台可提供学生学习情况、课堂考勤等的关键事件、异常行为的快速提取,自动分析,可视化呈现,便于院校进行精准的学生信息管理。

In the era of big data,efficient information management has an urgent practical demand.Based on the students’management information concerned by colleges and universities,this paper adopts big data technology to collect and clean all kinds of data,and through designing various rule bases for automatic calculation,analyzing and visualizing the three categories of performance management,attendance management,and reward and punishment management in the two dimensions of class and individual,a student information management platform is designed and implemented.The platform can provide fast extraction,automatic analysis and visual presentation of key events and abnormal behaviors of students’learning situation and class attendance,which is convenient for colleges and universities to carry out accurate student information management.