基于人工智能技术的大学生行为分析系统设计  

Design of a Behavior Analysis System for College Students Based on Artificial Intelligence Technology

作　　者：邱暖霞 QIU Nuanxia(Hainan Open University,Haikou Hainan 570000)

机构地区：[1]海南开放大学,海南海口570000

出　　处：《软件》2025年第1期85-87,共3页Software

摘　　要：在高等教育领域,对学生行为的深入理解和有效管理是提升教育质量的关键。当前,人工智能技术的发展为大学生行为分析提供了新的视角和工具。本研究设计了一套基于人工智能技术的大学生行为分析系统,旨在通过行为数据采集、模式分析、异常行为预警和用户行为画像等功能,实现对学生行为的全面监测和分析。系统采用机器学习算法对大量行为数据进行处理,以期提高教育管理的智能化水平,并为学生的个性化发展提供支持。In the field of higher education,a deep understanding and effective management of student behavior are key to improving the quality of education.Currently,the development of artificial intelligence technology provides new perspectives and tools for analyzing the behavior of college students.This study designed a college student behavior analysis system based on artificial intelligence technology,aiming to achieve comprehensive monitoring and analysis of student behavior through functions such as behavior data collection,pattern analysis,abnormal behavior warning,and user behavior profiling.The system uses machine learning algorithms to process a large amount of behavioral data in order to improve the intelligence level of educational management and provide support for students'personalized development.

关 键 词：人工智能 大学生 行为分析 教育管理 机器学习 

分 类 号：TP391.4[自动化与计算机技术—计算机应用技术]