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(1510) SYSTEMATIC REVIEW OF EVIDENCE ON DATA MINING APPLIED TO LMS PLATFORMS FOR IMPROVING E-LEARNING

机译:(1510)系统审查关于数据挖掘的证据应用于改善电子学习的LMS平台

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摘要

This article examines the work on the application of data mining tools in learning management systems (LMS). The purpose of this paper is to introduce the concept of rigorous reviews of current empirical evidence to the educational data mining community (EDM). This paper proposes a method to extract information from records, analyze them statistically and interpret that information into useful knowledge; this includes how they interact with regard to positive impacts, especially with regard to learning and improving the skills of those involved. This work is aimed at researchers who focus their studies on E-learning and the use of data mining tools.
机译:本文介绍了在学习管理系统(LMS)中应用数据挖掘工具的工作。本文的目的是向教育数据挖掘社区(EDM)介绍当前经验证据的严格审查的概念。本文提出了一种从记录中提取信息的方法,统计分析它们并将该信息解释为有用的知识;这包括如何在积极影响方面互动,特别是关于学习和提高所涉人的技能。这项工作旨在研究他们对电子学习和使用数据挖掘工具的研究的研究人员。

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