[HTML][HTML] Recent advances in Predictive Learning Analytics: A decade systematic review (2012–2022)
The last few years have witnessed an upsurge in the number of studies using Machine and
Deep learning models to predict vital academic outcomes based on different kinds and …
Deep learning models to predict vital academic outcomes based on different kinds and …
On the use of soft computing methods in educational data mining and learning analytics research: A review of years 2010–2018
A Charitopoulos, M Rangoussi… - International Journal of …, 2020 - Springer
The aim of this paper is to survey recent research publications that use Soft Computing
methods to answer education-related problems based on the analysis of educational data …
methods to answer education-related problems based on the analysis of educational data …
Process mining for self-regulated learning assessment in e-learning
Content assessment has broadly improved in e-learning scenarios in recent decades.
However, the e-Learning process can give rise to a spatial and temporal gap that poses …
However, the e-Learning process can give rise to a spatial and temporal gap that poses …
[HTML][HTML] Mining educational data to predict students' performance through procrastination behavior
A significant amount of research has indicated that students' procrastination tendencies are
an important factor influencing the performance of students in online learning. It is, therefore …
an important factor influencing the performance of students in online learning. It is, therefore …
[HTML][HTML] A qualitative analysis of implementing e-learning during the COVID-19 lockdown
C Peñarrubia-Lozano, M Segura-Berges, M Lizalde-Gil… - Sustainability, 2021 - mdpi.com
The existing literature evidences the potential of the e-learning methodology, although some
call it into question. Our study aimed to analyse the real scope of applying this methodology …
call it into question. Our study aimed to analyse the real scope of applying this methodology …
Academic procrastination and performance in distance education: A causal-comparative study in an online learning environment
Research indicates that academic procrastination is a common attitude among learners, and
that it generally has a negative correlation with academic performance. The present …
that it generally has a negative correlation with academic performance. The present …
Educational data mining versus learning analytics: A review of publications from 2015 to 2019
C Baek, T Doleck - Interactive Learning Environments, 2023 - Taylor & Francis
To examine the similarities and differences between two closely related yet distinct fields–
Educational Data Mining (EDM) and Learning Analytics (LA)–this study conducted a …
Educational Data Mining (EDM) and Learning Analytics (LA)–this study conducted a …
Predicting course achievement of university students based on their procrastination behaviour on Moodle
A significant amount of educational data mining (EDM) research consider students' past
performance or non-academic factors to build predictive models, paying less attention to …
performance or non-academic factors to build predictive models, paying less attention to …
Influence of social media addiction on academic achievement in distance learning: Intervening role of academic procrastination
KD Caratıquıt, LJC Caratıquıt - Turkish Online Journal of Distance …, 2023 - dergipark.org.tr
Using Partial Least Squares-Structural Equation Modeling with WarpPLS, this study
examines the indirect effect of the relationship between learners' social media addiction and …
examines the indirect effect of the relationship between learners' social media addiction and …
[HTML][HTML] The learning process matter: A sequence analysis perspective of examining procrastination using learning management system
TK Tan, L Samavedham - Computers and Education Open, 2022 - Elsevier
While procrastination has been found as a crucial indicator that negatively affects
performance, no research has investigated using a learning management system (LMS) to …
performance, no research has investigated using a learning management system (LMS) to …