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基于大数据的在线学习行为研究——以青岛市崂山区在线学习平台数据为例

Research on the Online Learning Behavior Based on Big Data——A Case Study of the Data of Online Learning Platform in the Laoshan District of Qingdao City

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【作者】 刘名卓李雪张泽治

【Author】 LIU Mingzhuo;LI Xue;ZHANG Zezhi;School of Open Learning and Education,East China Normal University;Department of Education Information Technology,East China Normal University;Laoshan District Education and Sports Bureau;

【机构】 华东师范大学开放教育学院华东师范大学教育信息技术学系青岛市崂山区教育和体育局

【摘要】 本文以山东省青岛市崂山区师生2020年春季在线教与学行为数据为研究对象,针对教师、学生在线教学和学习行为的活跃度及其倾向进行研究,以深度了解师生在线学习的现状、问题与挑战,以及性别、学科、城乡、年级等特征对在线学习行为活跃度及倾向的影响。研究发现:就教师而言,(1)男教师使用平台的活跃度远高于女教师,主要体现在总结反省类行为;(2)理科教师比文科教师使用平台活跃,主要体现在简单操作类行为;(3)就学生而言,城市学生比农村学生在使用平台的过程中更为活跃,主要体现在交流交互类行为;(4)随着年级的增加,学生在平台的使用过程中也相对较为不活跃,主要体现在交流交互类行为方面。

【Abstract】 This paper,taking the data of Laoshan district’s teachers and students’online teaching and learning behavior in Qingdao city of Shandong Province in the spring of 2020 as research object,has done a research on the frequency of teachers’and students’online teaching or learning behavior and its tendency,so as to deeply understand the current status,problems and challenges of teachers’and students’online learning and also the influence of the characteristics such as sex,discipline,town and country,and grades,etc.on the frequency and tendency of online learning behavior.The research has found that:as to teachers,(1)the frequency of using platform of male teachers is far higher than female teachers,mainly reflected in the behavior of summary and reflection;(2)the frequency of using platform of scientific teachers is higher than art teachers,mainly reflected in the behavior simple action;(3)as to students,in the process of using platform,the frequency of urban students is higher than rural students,mainly reflected in the behavior of communication and interaction;(4)as grades increase,the students’ using of platform is relatively infrequent,mainly reflected in the behavior of communication and interaction.

【基金】 2018年度国家社科基金重大项目“信息化促进新时代基础教育公平的研究”(18ZDA335)
  • 【分类号】G434;G632.4
  • 【被引频次】5
  • 【下载频次】303
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