摘要
随着移动互联网的发展与应用普及,在线教育已成为主流的学习模式之一,在线教育数据的智能分析应用需求日趋迫切。文章首先厘清了在线教育数据智能处理中的常见问题,然后介绍了基于Python的表格数据处理技术和数据可视化技术,接着开发了一套在线教育数据智能处理分析程序,最后基于小鹅通平台导出的在线教育数据加以实践应用。应用结果表明,程序强大的处理分析能力可以提高工作效率与教学有效性。
With the development and popularization of mobile Internet, online education has become one of the mainstream learning modes, and the demand for intelligent analysis and application of online education data is becoming more and more urgent.This paper first clarifies the common problems in the intelligent processing of online education data, then introduces the table data processing technology and data visualization technology based on python, then develops a set of online education data intelligent processing and analysis program, and finally applies the online education data exported based on Gosling Platform. The application results show that the powerful processing and analysis ability of the program can improve the work efficiency and teaching effectiveness.
作者
张人杰
刘威
ZHANG Ren-jie;LIU Wei(Hunan Post and Telecommunication College,Changsha,Hunan,China 410015;School of Earth Science and Engineering,Nanjing University,Nanjing,Jiangsu,China 210023)
出处
《湖南邮电职业技术学院学报》
2022年第2期27-31,共5页
Journal of Hunan Post and Telecommunication College
基金
2021年度湖南省教育科学研究工作协会科研课题“高职在线教学资源库建设研究”(课题编号:XJKX21A056)
2021年部省共建国家职业教育创新发展高地理论实践研究工作课题“职业教育精品在线开放课程建设和应用研究”(课题编号:ZJGD2021262)
2020年教育部产学研创新基金课题“大数据背景下网络安全轻量态势感知平台的设计研究”(课题编号:2020ITA07026)。
