The End is the Beginning is the End: The closed-loop learning analytics framework
This article provides a comprehensive review of current practices and methodologies within
the field of learning analytics, structured around a dedicated closed-loop framework. This …
the field of learning analytics, structured around a dedicated closed-loop framework. This …
Self-regulation of learning in the context of modern technology: a review of empirical studies
J Junaštíková - Interactive Technology and Smart Education, 2023 - emerald.com
Purpose Self-regulation is the level of learning where the learner becomes an active agent
in their learning process in terms of activity and aspects of motivation and metacognition …
in their learning process in terms of activity and aspects of motivation and metacognition …
Exploring new depths: Applying machine learning for the analysis of student argumentation in chemistry
Constructing arguments is essential in science subjects like chemistry. For example,
students in organic chemistry should learn to argue about the plausibility of competing …
students in organic chemistry should learn to argue about the plausibility of competing …
Cognitive load patterns affect temporal dynamics of self-regulated learning behaviors, metacognitive judgments, and learning achievements
This study investigated how students' cognitive load patterns related to their self-regulated
learning (SRL) and performance. One hundred and eleven medical students were required …
learning (SRL) and performance. One hundred and eleven medical students were required …
Towards a fuller picture: Triangulation and integration of the measurement of self‐regulated learning based on trace and think aloud data
Background Many learners struggle to productively self‐regulate their learning. To support
the learners' self‐regulated learning (SRL) and boost their achievement, it is essential to …
the learners' self‐regulated learning (SRL) and boost their achievement, it is essential to …
[HTML][HTML] From procrastination to engagement? An experimental exploration of the effects of an adaptive virtual assistant on self-regulation in online learning
E Pogorskiy, JF Beckmann - Computers and Education: Artificial …, 2023 - Elsevier
Compared to traditional classroom learning, success in online learning tends to depend
more on the learner's skill to self-regulate. Self-regulation is a complex meta-cognitive skill …
more on the learner's skill to self-regulate. Self-regulation is a complex meta-cognitive skill …
Real-time analytics: Concepts, architectures and ML/AI considerations
With the advancement in intelligent devices, social media, and the Internet of Things,
staggering amounts of new data are being generated, and the pace is continuously …
staggering amounts of new data are being generated, and the pace is continuously …
Analytics of self-regulated learning scaffolding: effects on learning processes
Self-regulated learning (SRL) is the ability to regulate cognitive, metacognitive, motivational,
and emotional states while learning and is posited to be a strong predictor of academic …
and emotional states while learning and is posited to be a strong predictor of academic …
Invariant and suboptimal trajectories of self-regulated learning during secondary school: implications focused on quality in higher education
F Sáez-Delgado, J Mella-Norambuena… - Frontiers in …, 2023 - frontiersin.org
It has been shown that self-regulation of learning is a key variable for an adequate transition
and adjustment from secondary school to tertiary education, and it is also associated with …
and adjustment from secondary school to tertiary education, and it is also associated with …
How to design and evaluate personalized scaffolds for self-regulated learning
Self-regulation is an essential skill for lifelong learning. Research has shown that self-
regulated learning (SRL) leads to greater academic achievement and sustainable …
regulated learning (SRL) leads to greater academic achievement and sustainable …