Emerging trends in applications of big data in educational data mining and learning analytics

机译：大数据在教育数据挖掘和学习分析中的应用的新兴趋势

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In the last couple of years, the use of various applications of Educational Data Mining and Learning Analytics has increased. Now a days, students have started using Internet to study. Due to the easy availability of online courses, student online activities have considerably increased which in turn has generated huge amount of data. These data gets wasted as conventional learning methods are not equipped for preparing it. Now, due to this, the Big Data technology has entered in the education field, to mine those huge chunks of datasets. This paper discusses the latest tools and technologies of Big Data in the field of Learning Analytics and Educational Data Mining.

机译：在最近几年中，教育数据挖掘和学习分析的各种应用程序的使用有所增加。如今，学生已经开始使用互联网进行学习。由于在线课程的便捷性，学生在线活动已大大增加，这反过来又产生了大量数据。这些数据被浪费了，因为传统的学习方法没有准备就绪。现在，由于这个原因，大数据技术已经进入教育领域，以挖掘那些巨大的数据集。本文讨论了学习分析和教育数据挖掘领域中大数据的最新工具和技术。

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《Proceedings of the 7th International Conference Confluence 2017 on Cloud Computing, Data Science and Engineering》|2017年|193-198|共6页
会议地点 Noida(IN)
作者
Sagardeep Roy; Shailendra Narayan Singh;
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作者单位

Department of Computer Science and Engineering, Amity University, Uttar Pradesh, India;

Department of Computer Science and Engineering, Amity University, Uttar Pradesh, India;

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会议组织
原文格式 PDF
正文语种 eng
中图分类
关键词
Data mining; Big Data; Education; Tools; Predictive models; Data visualization; Market research;

机译：数据挖掘;大数据;教育;工具;预测模型;数据可视化;市场研究;

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Emerging trends in applications of big data in educational data mining and learning analytics

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