基于大数据技术的学生行为分析

Analysis of Student Behavior Based on Big Data Technology

阐述大数据技术在教育领域的应用现状,探讨学生行为分析与管理面临的挑战,提出解决方案,包括数据收集与存储、数据预处理、数据分析与挖掘、行为因素识别与干预,并对研究方向进行展望。

This paper expounds the current application status of big data technology in the field of education,explores the challenges faced by student behavior analysis and management,proposes solutions,including data collection and storage,data preprocessing,data analysis and mining,behavior factor identification and intervention,and looks forward to research directions.