Learning analytics and educational data mining in practice: A systematic literature review of empirical evidence
This paper aims to provide the reader with a comprehensive background for understanding
current knowledge on Learning Analytics (LA) and Educational Data Mining (EDM) and its …
current knowledge on Learning Analytics (LA) and Educational Data Mining (EDM) and its …
Which log variables significantly predict academic achievement? A systematic review and meta‐analysis
Q Wang, A Mousavi - British Journal of Educational …, 2023 - Wiley Online Library
Technologies and teaching practices can provide a rich log data, which enables learning
analytics (LA) to bring new insights into the learning process for ultimately enhancing …
analytics (LA) to bring new insights into the learning process for ultimately enhancing …
Analítica visual en e-learning
DA Gómez-Aguilar… - Profesional de …, 2014 - revista.profesionaldelainformacion …
Las tecnologías utilizadas en los procesos de aprendizaje implican el registro de todas las
actividades realizadas. Estos datos se pueden aprovechar para la evaluación de …
actividades realizadas. Estos datos se pueden aprovechar para la evaluación de …
Students' engagement characteristics predict success and completion of online courses
This study examined students' engagement characteristics in online courses and their
impact on academic achievements, trying to distinguish between course completers and …
impact on academic achievements, trying to distinguish between course completers and …
Students' LMS interaction patterns and their relationship with achievement: A case study in higher education
Abstract The use of Learning Management Systems has grown exponentially in the last
several years and has come to have a strong effect on the teaching-learning process …
several years and has come to have a strong effect on the teaching-learning process …
Prediction of students' early dropout based on their interaction logs in online learning environment
AA Mubarak, H Cao, W Zhang - Interactive Learning Environments, 2022 - Taylor & Francis
Online learning has become more popular in higher education since it adds convenience
and flexibility to students' schedule. But, it has faced difficulties in the retention of the …
and flexibility to students' schedule. But, it has faced difficulties in the retention of the …
Combining university student self-regulated learning indicators and engagement with online learning events to predict academic performance
Self-regulated learning theories are used to understand the reasons for different levels of
university student academic performance. Similarly, learning analytics research proposes …
university student academic performance. Similarly, learning analytics research proposes …
Learning analytics to support self-regulated learning in asynchronous online courses: A case study at a women's university in South Korea
With the recognition of the importance of self-regulated learning (SRL) in asynchronous
online courses, recent research has explored how SRL strategies impact student learning in …
online courses, recent research has explored how SRL strategies impact student learning in …
Ontask: Delivering data-informed, personalized learning support actions
The learning analytics community has matured significantly over the past few years as a
middle space where technology and pedagogy combine to support learning experiences. To …
middle space where technology and pedagogy combine to support learning experiences. To …
Standing on the shoulders of giants: Online formative assessments as the foundation for predictive learning analytics models
As universities around the world have begun to use learning management systems (LMSs),
more learning data have become available to gain deeper insights into students' learning …
more learning data have become available to gain deeper insights into students' learning …