大数据视角下的学习分析综述
王良周,于卫红
摘要(Abstract)：
学习分析作为教育信息化的新浪潮,是教育大数据的主要应用领域。泛在网络下的学习大数据高速增长,线上线下的学习形式不断革新,关于学习分析的研究也随着大数据理念的发展而不断变化。本文通过文献分析法,着重从大数据的视角,对国内外学习分析的研究现状进行综述。首先介绍学习分析及相关概念的发展,从大数据视角探讨学习分析发展的驱动力;然后对比国内外在大数据和云计算技术驱动下形成的学习分析框架、应用领域和关键技术,介绍了整合的学习分析系统平台;最后分析大数据创新给学习分析带来的机遇和挑战。
关键词(KeyWords)： 学习分析;教育大数据;数据挖掘;智慧学习
基金项目(Foundation): 辽宁省教改项目“大数据时代电子商务专业课程体系改革研究”(项目编号:UPRP20140301)
作者(Author): 王良周,于卫红
DOI: 10.13541/j.cnki.chinade.2015.03.004
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