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Using educational data mining techniques to identify profiles in self-regulated learning: an empirical evaluation
With the increased emphasis on the benefits of self-regulated learning (SRL), it is important
to make use of the huge amounts of educational data generated from online learning …
to make use of the huge amounts of educational data generated from online learning …
Machine behaviourism: Future visions of 'learnification'and 'datafication'across humans and digital technologies
This paper examines visions of 'learning'across humans and machines in a near-future of
intensive data analytics. Building upon the concept of 'learnification', practices of 'learning'in …
intensive data analytics. Building upon the concept of 'learnification', practices of 'learning'in …
Guiding the choice of learning dashboard visualizations: Linking dashboard design and data visualization concepts
Learning dashboards are known to improve decision-making by visualizing learning
processes and hel** to track where learning processes evolve as expected and where …
processes and hel** to track where learning processes evolve as expected and where …
Learning analytics based on wearable devices: A systematic literature review from 2011 to 2021
Wearable devices are an emerging technological tool in the field of learning analytics. With
the help of wearable technologies, an increasing number of scholars have a strong interest …
the help of wearable technologies, an increasing number of scholars have a strong interest …
Learning pulse: A machine learning approach for predicting performance in self-regulated learning using multimodal data
Learning Pulse explores whether using a machine learning approach on multimodal data
such as heart rate, step count, weather condition and learning activity can be used to predict …
such as heart rate, step count, weather condition and learning activity can be used to predict …
[HTML][HTML] Fitbit for learning: Towards capturing the learning experience using wearable sensing
The assessment of learning during class activities mostly relies on standardized
questionnaires to evaluate the efficacy of the learning design elements. However …
questionnaires to evaluate the efficacy of the learning design elements. However …
Research in learning analytics and educational data mining to measure self-regulated learning: A systematic review
Up to date, most of the research to measure Self-Regulated Learning in students has
primarily utilized self-report instruments. Recently, there has been a growing tendency …
primarily utilized self-report instruments. Recently, there has been a growing tendency …
Research on wearable technologies for learning: a systematic review
A good amount of research has explored the use of wearables for educational or learning
purposes. We have now reached a point when much literature can be found on that topic …
purposes. We have now reached a point when much literature can be found on that topic …
Measuring and Promoting Self-Regulated Learning Using Spaced Questionnaires
Self-Regulated Learning addresses key students' competences for performance in higher
education, particularly in engineering disciplines. Assessing these competences helps …
education, particularly in engineering disciplines. Assessing these competences helps …
Towards the use of commercial wrist wearables in education
This paper is about the use of commercial wrist wearables in education, more specifically,
about how to support smart education in the context of new smart universities. Wrist …
about how to support smart education in the context of new smart universities. Wrist …