The integrated application of ai and big data technology in smart teaching management platforms
AI与大数据技术在智慧教学管理平台中的融合应用

摘要

人工智能（AI）与大数据技术的融合为智慧教学管理平台带来了创新动力，有效提升了教学资源的智能化管理与个性化服务能力。本文探讨了AI与大数据在智慧教学管理平台中的应用现状，分析了技术融合带来的教学数据深度挖掘和智能决策支持，重点阐述了如何通过技术手段解决传统教学管理中存在的效率低、资源配置不合理等问题。AI与大数据的结合不仅优化了教学管理流程，还推动了教学质量的持续提升，促进了教育信息化的深度发展，为未来智慧教育提供了坚实的技术保障。

Abstract

The integration of artificial intelligence (AI) and big data technology has brought innovative momentum to smart teaching management platforms, effectively enhancing the intelligent management of teaching resources and personalized service capabilities. This paper discusses the current application status of AI and big data in smart teaching management platforms, analyzes the deep mining of teaching data and intelligent decision-making support brought by technological integration, and focuses on how to solve problems such as low efficiency and unreasonable resource allocation in traditional teaching management through technical means. The combination of AI and big data not only optimizes teaching management processes but also promotes the continuous improvement of teaching quality, accelerates the in-depth development of educational informatization, and provides a solid technical guarantee for future smart education.