| 网络教学平台学习行为分析及应用 |
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| 引用本文： | 谢维奇,何健.网络教学平台学习行为分析及应用[J].福建电脑,2021(4):33-37. |
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| 作者姓名： | 谢维奇 何健 |
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| 作者单位： | 金陵科技学院计算机工程学院 |
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| 基金项目： | 江苏省现代教育技术研究课题(No.2019-R-69581);金陵科技学院高层次人才工作启动费资助项目(No.Jit-rcyj-201512)资助。 |
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| 摘 要： | 本文利用网络教学平台上记录的学习者行为数据,分析学生的网上学习行为,探索课程通过率与学习者行为之间的关系。使用K-means算法对学习行为数据进行聚类分析,确定每名学生的学习者类型,总结网络课程学习者行为特点,并提出优化学习建议。
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| 关 键 词： | 网络教学平台 学习行为分析 K-MEANS 聚类分析 |
Analysis and Application of Learning Behavior of Network Teaching Platform |
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| XIE Weiqi,HE Jian.Analysis and Application of Learning Behavior of Network Teaching Platform[J].Fujian Computer,2021(4):33-37. |
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| Authors: | XIE Weiqi HE Jian |
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| Affiliation: | (School of Computer Engineering,Jinling Institute of Technology,Nanjing,China,211169) |
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| Abstract: | Using the data of learners’ behavior recorded on the network teaching platform, this paper analyzes students’ online learning behavior, explores the relationship between the passing rate of courses and learners’ behavior, uses k-means clustering algorithm to analysis the data of learning behavior, determines the types of learners, summarizes the characteristics of learners’ behavior in the network course, and puts forward some suggestions for optimizing learning. |
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| Keywords: | Network Teaching Platform Analysis of Learning Behavior K-Means ClusterAnalysis |
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