A Literature Review on Educational Data Mining with Secondary School Data

KI Chan, PIS Lei, PCI Pang - … of the 9th International Conference on …, 2023 - dl.acm.org
This paper presents a literature review on educational data mining (EDM) with secondary
school data, amid other literature reviews mostly focus on the data collected from online …

Educational data mining: a systematic review of research and emerging trends

X Du, J Yang, JL Hung, B Shelton - Information Discovery and …, 2020 - emerald.com
Purpose Educational data mining (EDM) and learning analytics, which are highly related
subjects but have different definitions and focuses, have enabled instructors to obtain a …

A systematic review of educational data mining

FY Xu, ZQ Li, JQ Yue, SJ Qu - … of the 2021 Computing Conference, Volume …, 2021 - Springer
As an important part of data mining, educational data mining (EDM) has played a significant
role in the field of education. This article reviews the development process of EDM …

[PDF][PDF] Educational data mining

O Scheuer, BM McLaren - Encyclopedia of the Sciences of Learning, 2012 - cs.cmu.edu
Background Historically, EDM is a relatively new scientific discipline. Although researchers
have been recording and analyzing data from educational software for a long time, only …

Research progress on educational data mining: A survey

周庆, 牟超, 杨丹 - Journal of Software, 2015 - jos.org.cn
教育数据挖掘 (educational data mining, 简称 EDM) 技术运用教育学, 计算机科学,
心理学和统计学等多个学科的理论和技术来解决教育研究与教学实践中的问题 …

A Critical Review of Data Mining for Education: What has been done, what has been learnt and what remains to be seen

I Papadogıannıs, V Poulopoulos… - International Journal of …, 2020 - dergipark.org.tr
This article provides a thorough review of educational data mining (EDM) in the period 2015-
2019. Going beyond earlier review works, in this article we examine previous research from …

A comprehensive survey on deep learning techniques in educational data mining

Y Lin, H Chen, W Xia, F Lin, P Wu, Z Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
Educational Data Mining (EDM) has emerged as a vital field of research, which harnesses
the power of computational techniques to analyze educational data. With the increasing …

Introduction to the special section on educational data mining

T Calders, M Pechenizkiy - Acm Sigkdd Explorations Newsletter, 2012 - dl.acm.org
Educational Data Mining (EDM) is an emerging multidisciplinary research area, in which
methods and techniques for exploring data originating from various educational information …

A survey on educational data mining and research trends

R Jindal, MD Borah - International Journal of Database …, 2013 - search.proquest.com
Abstract Educational Data Mining (EDM) is an emerging field exploring data in educational
context by applying different Data Mining (DM) techniques/tools. It provides intrinsic …

Data mining in education

C Romero, S Ventura - Wiley Interdisciplinary Reviews: Data …, 2013 - Wiley Online Library
Applying data mining (DM) in education is an emerging interdisciplinary research field also
known as educational data mining (EDM). It is concerned with developing methods for …