大数据环境下高校智慧移动学习平台的构建研究

摘要

In order to solve the limitation of the existing mobile learning platform, this paper designs a smart mobile learning platform solution for universities.Firstly, the O2O close-loop learning mode which makes the mobile learning platform cooperate with the college classroom teaching is discussed.Secondly,by using the social networks in the platform to solve the interactive and collaborative problems, the thought of crowdsourcing is introduced to make the learning resource of the mobile learning platform automatic construction.Finally,with the techniques of big data and machine learning,sensing the behavior data which was produced in the learning process in order to acquire knowledge which can make the mobile learning platform more wisdom, can improve the individuation and efficiency of the learning process.This platform solution has a certain reference significance for the teaching reform in colleges and universities.%针对移动学习平台的局限性,设计了高校智慧移动学习平台解决方案.首先,探索移动平台与高校课堂教学协同合作的O2O闭环学习模式;其次利用"社交网络"来解决平台互动性与协同性问题,将"群智思想"引入平台解决移动学习平台资源库动态建设问题;最后利用大数据和机器学习技术,对学习行为数据进行感知挖掘和知识获取来让平台更加智慧,从而提升学习的个性化和高效性.方案对高校的教学改革具有一定推动作用与参考意义.