基于学习行为分析的智适应教学模式研究

Research on Intelligent Adaptation Teaching Model Based on Learning Behavior Analysis

在人工智能、学习分析技术的支持下智适应学习可以有效地弥补传统教育的缺陷,诊断学习需求和问题,获取合适的学习资源和服务,满足学生个性化学习需求。对学习行为分析方法、学习分析过程和应用研究的基础上,根据学习分析数据探讨智适应人机协同课堂构建和智能化教学实施过程。

Supported by artificial intelligence and learning analysis technology,intelligent adaptive learning can effectively make up for the shortcomings of traditional education.It can diagnose learning needs and problems,obtain appropriate learning resources and services,and meet the personalized learning needs of students.This paper studies the methods,process and application of learning behavior analysis.Based on the learning analysis data,it discusses the construction of Intelligent Adaptive Human-Computer collaborative classroom and the implementation process of intelligent teaching.