Automatic gaze-based user-independent detection of mind wandering during computerized reading
R Bixler, S D'Mello - User Modeling and User-Adapted Interaction, 2016 - Springer
Mind wandering is a ubiquitous phenomenon where attention involuntarily shifts from task-
related thoughts to internal task-unrelated thoughts. Mind wandering can have negative …
related thoughts to internal task-unrelated thoughts. Mind wandering can have negative …
Automated gaze-based mind wandering detection during computerized learning in classrooms
We investigate the use of commercial off-the-shelf (COTS) eye-trackers to automatically
detect mind wandering—a phenomenon involving a shift in attention from task-related to …
detect mind wandering—a phenomenon involving a shift in attention from task-related to …
Toward fully automated person-independent detection of mind wandering
R Bixler, S D'Mello - … 22nd International Conference, UMAP 2014, Aalborg …, 2014 - Springer
Mind wandering is a ubiquitous phenomenon where attention involuntary shifts from task-
related processing to task-unrelated thoughts. Mind wandering has negative effects on …
related processing to task-unrelated thoughts. Mind wandering has negative effects on …
Automatic Gaze-Based Detection of Mind Wandering during Narrative Film Comprehension.
C Mills, R Bixler, X Wang, SK D'Mello - International Educational Data Mining …, 2016 - ERIC
Mind wandering (MW) reflects a shift in attention from task-related to task-unrelated
thoughts. It is negatively related to performance across a range of tasks, suggesting the …
thoughts. It is negatively related to performance across a range of tasks, suggesting the …
Automatic gaze-based detection of mind wandering with metacognitive awareness
R Bixler, S D'Mello - User Modeling, Adaptation and Personalization: 23rd …, 2015 - Springer
Mind wandering (MW) is a ubiquitous phenomenon where attention involuntarily shifts from
task-related processing to task-unrelated thoughts. There is a need for adaptive systems that …
task-related processing to task-unrelated thoughts. There is a need for adaptive systems that …
Automatic detection of mind wandering during reading using gaze and physiology
R Bixler, N Blanchard, L Garrison… - Proceedings of the 2015 …, 2015 - dl.acm.org
Mind wandering (MW) entails an involuntary shift in attention from task-related thoughts to
task-unrelated thoughts, and has been shown to have detrimental effects on performance in …
task-unrelated thoughts, and has been shown to have detrimental effects on performance in …
Gaze Scanpath Transformer: Predicting Visual Search Target by Spatiotemporal Semantic Modeling of Gaze Scanpath
T Nishiyasu, Y Sato - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
We introduce a new method called the Gaze Scanpath Transformer for predicting a search
target category during a visual search task. Previous methods for estimating visual search …
target category during a visual search task. Previous methods for estimating visual search …
Using a webcam based eye-tracker to understand students' thought patterns and reading behaviors in neurodivergent classrooms
Previous learning analytics efforts have attempted to leverage the link between students'
gaze behaviors and learning experiences to build effective real-time interventions …
gaze behaviors and learning experiences to build effective real-time interventions …
Computational models of human visual attention and their implementations: A survey
We humans are easily able to instantaneously detect the regions in a visual scene that are
most likely to contain something of interest. Exploiting this pre-selection mechanism called …
most likely to contain something of interest. Exploiting this pre-selection mechanism called …
Evaluating calibration-free webcam-based eye tracking for gaze-based user modeling
S Hutt, SK D'Mello - Proceedings of the 2022 international conference on …, 2022 - dl.acm.org
Eye tracking has been a research tool for decades, providing insights into interactions,
usability, and, more recently, gaze-enabled interfaces. Recent work has utilized consumer …
usability, and, more recently, gaze-enabled interfaces. Recent work has utilized consumer …