| 基于大数据的高校学生在线学习画像研究 |
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| 引用本文： | 杨杉.基于大数据的高校学生在线学习画像研究[J].数字社区&智能家居,2021(7). |
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| 作者姓名： | 杨杉 |
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| 作者单位： | 四川大学锦城学院 |
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| 基金项目： | 四川大学锦城学院青年教师科协资助。 |
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| 摘 要： | 以四川省某高校的网络教学平台为研究对象,对该平台的学生在线学习数据进行学习行为画像。采用python、dycharts、图表秀,对不同任务点(视频)学习情况下学生章节测验平均分、不同作业平均分下学生的章节测验平均分、不同网络测评成绩下学生网络学习状况进行了画像。画像结果能直观看出任课老师对于课程设置的情况、学生学习的各项基本情况、各学院对于学生学习管理的长处和短处,从而更有针对性地进行改善和提高。
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| 关 键 词： | 大数据 网络学习 画像研究 行为研究 |
Research on Online Learning Portraits of College Students Based on Big Data |
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| YANG Shan.Research on Online Learning Portraits of College Students Based on Big Data[J].Digital Community & Smart Home,2021(7). |
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| Authors: | YANG Shan |
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| Affiliation: | (School of Computer and Software,Jincheng College of Sichuan University,Chengdu 611731,China) |
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| Abstract: | Taking the online teaching platform of a university in Sichuan Province as the research object,the students'online learn?ing data on this platform is used to profile the learning behavior.Using python,dycharts,and chart shows,the average scores of stu?dents'chapter tests under different task points(video)learning conditions,the average scores of students'chapter tests under differ?ent homework average scores,and the students'online learning status under different network test scores were portrayed.The result of the portrait can directly see the teacher's situation of the curriculum,the basic situation of students'learning,and the strengths and weaknesses of the colleges for student learning management,so as to make more targeted improvements and improvements. |
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| Keywords: | big data network learning portrait research behavior research |
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