Educational data mining

Known as: EDM 
Educational Data Mining (EDM) describes a research field concerned with the application of data mining, machine learning and statistics to… (More)
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Papers overview

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2016
2016
Tools for educational data mining
In recent years, a wide array of tools have emerged for the purposes of conducting educational data mining (EDM) and/or learning… (More)
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2016
2016
Educational Data Mining & Students’ Performance Prediction
It is important to study and analyse educational data especially students’ performance. Educational Data Mining (EDM) is the… (More)
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2015
2015
EDUCATIONAL DATA MINING
Computer-based learning systems can now keep detailed logs of user-system interactions, including key clicks, eye-tracking, and… (More)
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2014
2014
EDUCATIONAL DATA MINING APPLICATIONS
The tools and techniques of data mining are being adopted by the industries to generate business intelligence for improving… (More)
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Highly Cited
2012
Highly Cited
2012
Learning analytics and educational data mining: towards communication and collaboration
Growing interest in data and analytics in education, teaching, and learning raises the priority for increased, high-quality… (More)
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Highly Cited
2012
Highly Cited
2012
Enhancing Teaching and Learning Through Educational Data Mining and Learning Analytics: An Issue Brief
The authors are grateful for the deliberations of our technical working group (TWG) of academic experts in educational data… (More)
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Highly Cited
2011
Highly Cited
2011
Mining Educational Data to Analyze Students' Performance
The main objective of higher education institutions is to provide quality education to its students. One way to achieve highest… (More)
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Review
2009
Review
2009
The State of Educational Data Mining in 2009: A Review and Future Visions
We review the history and current trends in the field of Educational Data Mining (EDM). We consider the methodological profile of… (More)
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Review
2007
Review
2007
Educational data mining: A survey from 1995 to 2005
Currently there is an increasing interest in data mining and educational systems, making educational data mining as a new growing… (More)
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Highly Cited
2005
Highly Cited
2005
Educational Data Mining: a Case Study
In this paper, we show how using data mining algorithms can help discovering pedagogically relevant knowledge contained in… (More)
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