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Improving the measurement of self-regulated learning using multi-channel data
In recent years, unobtrusive measures of self-regulated learning (SRL) processes based on
log data recorded by digital learning environments have attracted increasing attention …
log data recorded by digital learning environments have attracted increasing attention …
Comparing virtual and location-based augmented reality mobile learning: emotions and learning outcomes
Research on the effectiveness of augmented reality (AR) on learning exists, but there is a
paucity of empirical work that explores the role that positive emotions play in supporting …
paucity of empirical work that explores the role that positive emotions play in supporting …
Understanding and reasoning about real-time cognitive, affective, and metacognitive processes to foster self-regulation with advanced learning technologies
Self-regulated learning (SRL) involves learners' ability to monitor and regulate their
cognitive, affective, metacognitive, and motivational (CAMM) processes and plays a critical …
cognitive, affective, metacognitive, and motivational (CAMM) processes and plays a critical …
Procrastinating behavior in computer-based learning environments to predict performance: A case study in Moodle
Introduction: Research about student performance has traditionally considered academic
procrastination as a behavior that has negative effects on academic achievement. Although …
procrastination as a behavior that has negative effects on academic achievement. Although …
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 …
Utilizing VR and gaze tracking to develop AR solutions for industrial maintenance
Augmented reality (AR) presents a variety of possibilities for industrial maintenance.
However, the development of real-world AR solutions has been limited due to the …
However, the development of real-world AR solutions has been limited due to the …
Breaking out of the lab: Mitigating mind wandering with gaze-based attention-aware technology in classrooms
We designed and tested an attention-aware learning technology (AALT) that detects and
responds to mind wandering (MW), a shift in attention from task-related to task-unrelated …
responds to mind wandering (MW), a shift in attention from task-related to task-unrelated …
Predicting affect from gaze data during interaction with an intelligent tutoring system
In this paper we investigate the usefulness of eye tracking data for predicting emotions
relevant to learning, specifically boredom and curiosity. The data was collected during a …
relevant to learning, specifically boredom and curiosity. The data was collected during a …
The maximizing mind-set
Getting the best has been advocated as an ideal in almost every domain of life. We propose
that maximizing constitutes a mind-set that may be situationally activated and has cross …
that maximizing constitutes a mind-set that may be situationally activated and has cross …
How does prior knowledge influence eye fixations and sequences of cognitive and metacognitive SRL processes during learning with an intelligent tutoring system?
The goal of this study was to use eye-tracking and log-file data to investigate the impact of
prior knowledge on college students'(N= 194, with a subset of n= 30 for eye tracking and …
prior knowledge on college students'(N= 194, with a subset of n= 30 for eye tracking and …