| 黄赟茹.大数据时代学习平台的数据统计分析 功能研究 ——以 Canvas 和 Sakai 系统为例[J].情报工程,2016,2(3):043-052 |
| 大数据时代学习平台的数据统计分析 功能研究 ——以 Canvas 和 Sakai 系统为例 |
| Research on Data Statistics and Analysis Function of LMS in the Era of Big Data ——Case Study of Canvas and Sakai |
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| DOI：10.3772/j.issn.2095-915X.2016.03.006 |
| 中文关键词: 教学平台，数据统计，数据分析 |
| 英文关键词: Learning management system, data statistics, data analysis |
| 基金项目: |
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| 摘要点击次数: 3301 |
| 全文下载次数: 3190 |
| 中文摘要: |
| 随着大数据时代的到来，数据挖掘分析已经渐渐应用到了各行各业。大数据分析能够获得隐藏 在庞大数据中的关系，趋势信息等等。通过数据挖掘的方式对互联网信息进行深层次解读将会得到更 重要的信息而为之后的工作服务。目前教育者们已经重视到数据分析在教育中的应用，尤其在教学平 台中如何设计数据分析功能已经是当今教学平台发展的一个重要环节。本文通过对 Sakai 和 Canvas 两个世界知名的学习管理系统的数据统计分析功能的比较分析，从平台数据分类方式，展示方式，数 据内容，以及特点四个方面的研究，期望能使网络教育者对于平台数据统计分析功能的开发有所启示， 促进学习分析在学习平台的应用，为学习平台实现自适应教学做铺垫。 |
| 英文摘要: |
| With the advent of big data, technology of data mining and analysis has been applied to life gradually. Big data analysis can obtain information which are hidden in the huge data and analyze the relationship, and trends of information. The data mining can retrieve more important information from the Internet for the users.Recently, educators have paid great efforts to apply the data analysis in the education, especially for the teaching platform. However, how to design the function of data analysis is an important section in the development of teaching platform. In this research, we compared the function of statistics analysis of Canvas and Sakai, which are two of the most popular learning management systems. Comprehensive methods were applied to analyze the two platforms from four aspects: data classification, display model, data content and characteristics. We expected to inspire the network educational researchers on the development of data statistical analysis platform, to promote applications of learning analysis in learning platform, and to pave the way for the realization of adaptive teaching for learning platform. |
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