【摘要】 为了推进高校教育管理的数字化转型，提升管理效能，文章深入分析了数字化时代高校教育管理面临的机遇与挑战，系统探索了学生管理、教学管理、科研管理和行政管理等关键领域的信息化应用场景。同时，还研究了基于大数据的教育管理决策支持系统构建路径，阐述了多源异构数据采集与整合、教育大数据分析与挖掘、数据可视化与辅助决策等关键环节。此外，文章还展望了人工智能在智能学习助手、智能教学辅助、智能行政助理等方面的创新应用。研究表明，以新一代信息技术为支撑，构建智能化的教育管理新生态，是高校适应数字化时代变革、实现高质量发展的必由之路。更多还原

【Abstract】 In order to promote the digital transformation of university education management and improve the management efficiency, the paper deeply analyzes the opportunities and challenges faced by university education management in the digital era, and systematically explores the application scenarios of information in key fields such as student management, teaching management, scientific research management and administrative management. At the same time, it also studies the construction path of educational management decision support system based on big data, and expounds the key links such as multi-source heterogeneous data collection and integration, educational big data analysis and mining, data visualization and decision-making assistance. In addition, the paper also looks forward to the innovative application of artificial intelligence in intelligent learning assistant, intelligent teaching assistant, intelligent administrative assistant and so on. The research shows that with the new generation of information technology as the support, the construction of intelligent education management new ecology is the only way for universities to adapt to the reform of the digital era and realize high-quality development.更多还原