大数据视角下高职院校智慧课堂学习有效性分析及提升策略

Analysis and Improvement Strategies for the Effectiveness of Smart Classroom Learning in Higher Vocational Colleges from the Perspective of Big Data

阐述大数据视角下智慧课堂建设要求,分析高职院校智慧课堂学习有效性的影响因素,并基于数据技术提出如何开展智慧课堂教学,通过大数据学生精准画像加大优质数字化资源供给,借助智能化手段监测评估学生学习状况和教师教育教学水平,旨在为教育数字化转型背景下人工智能变革教学的新路径提供参考。

This paper elaborates on the requirements for the construction of smart classrooms from the perspective of big data,analyzes the influencing factors of the effectiveness of smart classroom learning in higher vocational colleges,and proposes the ways to implement smart classroom teaching based on data technology.By increasing the supply of high-quality digital resources through accurate portraits of students with big data,and using intelligent means to monitor and evaluate students’learning status and teachers’education and teaching level,the aim is to provide a reference for the new path of artificial intelligence transformation in teaching under the background of digital transformation of education.