Exploring approaches to educational data mining and learning analytics, to measure the level of acquisition of student's learning outcome

DB Fernández, S Lujan-Mora - EDULEARN16 Proceedings, 2016 - library.iated.org
The Educational Data Mining community website defines educational data mining
as:“Educational Data Mining is an emerging discipline, concerned with developing methods …

Comparison of Various Techniques Implemented for Educational Data Mining and Learning Analytics

K Kaur, O Dahiya - 2023 10th IEEE Uttar Pradesh Section …, 2023 - ieeexplore.ieee.org
Learning Analytics is closely related to EDM and encompasses activities such as measuring,
collecting, analyzing, and reporting data about learners and their learning environments …

Learning analytics and educational data mining: towards communication and collaboration

G Siemens, RSJ Baker - … of the 2nd international conference on learning …, 2012 - dl.acm.org
Growing interest in data and analytics in education, teaching, and learning raises the priority
for increased, high-quality research into the models, methods, technologies, and impact of …

Role of Educational Data Mining and Learning Analytics Techniques Used for Predictive Modeling

K Kaur, O Dahiya - … on Innovative Practices in Technology and …, 2023 - ieeexplore.ieee.org
The use of data mining techniques to answer important educational questions is done with
educational data mining that may be related to predicting students' performance or …

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 …

Review of learning analytics and educational data mining applications

E Mangina, G Psyrra - EDULEARN21 Proceedings, 2021 - library.iated.org
During the past decade the educational data research is rapidly growing. The use of
technology in education has created the need to store and manage large amounts of data …

[PDF][PDF] Educational data mining 2008

RSJ de Baker, T Barnes, JE Beck - The 1st International Conference …, 2008 - academia.edu
Educational Data Mining (EDM) is the process of converting raw data from educational
systems to useful information that can be used by educational software developers …

[PDF][PDF] Introduction to the minitrack on learning analytics

G Deeva, S Willermark, AS Islind, M Oskarsdottir - 2021 - scholarspace.manoa.hawaii.edu
The research interest in learning analytics and educational data mining is rapidly growing.
These two closely related research fields are focused on the learner to understand the …

Educational data mining meets learning analytics

RSJ Baker, E Duval, J Stamper, D Wiley… - Proceedings of the 2nd …, 2012 - dl.acm.org
W This panel is proposed as a means of promoting mutual learning and continued dialogue
between the Educational Data Mining and Learning Analytics communities. EDM has been …

Enhancing Teaching and Learning through Educational Data Mining and Learning Analytics: An Issue Brief.

M Bienkowski, M Feng, B Means - Office of Educational Technology, US …, 2012 - ERIC
As more of commerce, entertainment, communication, and learning are occurring over the
Web, the amount of data online activities generate is skyrocketing. Commercial entities have …