Educational data mining: a systematic review of research and emerging trends
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 …
subjects but have different definitions and focuses, have enabled instructors to obtain a …
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 …
2019. Going beyond earlier review works, in this article we examine previous research from …
[图书][B] Machine learning and deep learning in real-time applications
Artificial intelligence and its various components are rapidly engulfing almost every
professional industry. Specific features of AI that have proven to be vital solutions to …
professional industry. Specific features of AI that have proven to be vital solutions to …
Effects and acceptance of precision education in an AI-supported smart learning environment
YH Hu - Education and Information Technologies, 2022 - Springer
The research presents precision education that aims to regulate students' behaviors through
the learning analytics dashboard (LAD) in the AI-supported smart learning environment …
the learning analytics dashboard (LAD) in the AI-supported smart learning environment …
Student engagement patterns in a blended learning environment: An educational data mining approach
LM Nkomo, M Nat - TechTrends, 2021 - Springer
With various digital technologies increasingly integrated into higher education,
understanding how students engage with such technologies has become vital. There are …
understanding how students engage with such technologies has become vital. There are …
Using online student interactions to predict performance in a first-year computing science course
S Goundar, A Deb, G Lal, M Naseem - Technology, Pedagogy and …, 2022 - Taylor & Francis
Student performance is a critical factor in determining a university's reputation because it
has a negative effect on student retention. Students who do not perform well in a course are …
has a negative effect on student retention. Students who do not perform well in a course are …
Design and implementation of an activity-based introductory Computer Science Course (CS1) with periodic reflections validated by learning analytics
This research to practice full paper provides preliminary evidence that integrating reflections
is a significant feature to identify at-risk students early in a semester as verified and validated …
is a significant feature to identify at-risk students early in a semester as verified and validated …
Using data mining in educational administration: A case study on improving school attendance
Pupil absenteeism remains a significant problem for schools across the globe with negative
impacts on overall pupil performance being well-documented. Whilst all schools continue to …
impacts on overall pupil performance being well-documented. Whilst all schools continue to …
Predicting student actions in a procedural training environment
D Riofrıo-Luzcando, J Ramırez… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Data mining is known to have a potential for predicting user performance. However, there
are few studies that explore its potential for predicting student behavior in a procedural …
are few studies that explore its potential for predicting student behavior in a procedural …
A preliminary proposal of a conceptual educational data mining framework for science education: Scientific competences development and self-regulated learning
The present paper is part of a wider study, focussed on the development of a digital
educational resource for Science Education in primary school, integrating an Educational …
educational resource for Science Education in primary school, integrating an Educational …