基于大数据的智慧课堂互动学习行为分析

Dian Wang, X. Ding
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引用次数: 0

摘要

目前,关于学习行为的研究虽然取得了一定的进展,但仍处于起步阶段。还有许多实际问题需要解决。例如,如何在课堂上促进有效的学习。在大数据背景下,本文提出了一种智慧课堂互动行为数据采集与处理的框架。第一步,收集和处理课堂内外的互动学习行为数据。第二步,分析交互学习行为数据。最后,根据分析结果判断其行为。本文构建了学生个性化学习库的学习模型,对学习者的学习活动进行反馈和指导。利用这一框架可以实现学生的个性化或适应性学习,实现促进有效学习的目的。
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Interactive Learning Behavior Analysis of Wisdom Classroom based on Big Data
At present, although the research on learning behavior has made some progress, it is still in infancy. There are still many practical problems need to be solved. For example, how to promote effective learning in class. In the context of big data, this paper proposed a framework to collect and process interaction behavior data in wisdom classroom. First step, collecting and processing the interactive learning behavior data in and after class. Second step, analyzing the interactive learning behavior data. Finally, judging the behavior based on the analysis results. A learning model to form a personalized learning library for students is built in this paper, which performs feedback and guidance for learners' learning activities. Using this framework can achieves individualized or adaptive student learning, and realizes the purpose of promoting effective learning.
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