Mind wandering during reading: An interdisciplinary and integrative review of psychological, computing, and intervention research and theory
SK D'Mello, CS Mills - Language and Linguistics Compass, 2021 - Wiley Online Library
A large proportion of thoughts are internally generated. Of these, mind wandering—when
attention shifts away from the current activity to an internal stream of thought—is frequent …
attention shifts away from the current activity to an internal stream of thought—is frequent …
What can eye movements tell us about visual perception processes in classroom contexts? Commentary on a special issue
JK Kaakinen - Educational Psychology Review, 2021 - Springer
In this commentary to the Special Issue of Educational Psychology Review on visual
perceptual processes, I tie the empirical studies reported in the issue with previous research …
perceptual processes, I tie the empirical studies reported in the issue with previous research …
A conceptual framework for investigating and mitigating machine-learning measurement bias (MLMB) in psychological assessment
Given significant concerns about fairness and bias in the use of artificial intelligence (AI) and
machine learning (ML) for psychological assessment, we provide a conceptual framework …
machine learning (ML) for psychological assessment, we provide a conceptual framework …
Webcam-based eye tracking to detect mind wandering and comprehension errors
Recent advances in computer vision have opened the door for scalable eye tracking using
only a webcam. Such solutions are particularly useful for online educational technologies, in …
only a webcam. Such solutions are particularly useful for online educational technologies, in …
Using eye‐tracking measures to predict reading comprehension
This study examined the potential of eye‐tracking as a tool for assessing reading
comprehension. We administered three widely used reading comprehension tests with …
comprehension. We administered three widely used reading comprehension tests with …
What eye movements reveal about later comprehension of long connected texts
We know that reading involves coordination between textual characteristics and visual
attention, but research linking eye movements during reading and comprehension assessed …
attention, but research linking eye movements during reading and comprehension assessed …
Gaze-based predictive models of deep reading comprehension
Eye gaze patterns can reveal user attention, reading fluency, corrective responding, and
other reading processes, suggesting they can be used to develop automated, real-time …
other reading processes, suggesting they can be used to develop automated, real-time …
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 …
A psychometric view of technology-based assessments
With the advent of big data and advances in technology, psychological assessments have
become increasingly sophisticated and complex. Nevertheless, traditional psychometric …
become increasingly sophisticated and complex. Nevertheless, traditional psychometric …
Scanpath regularity as an index of Reading comprehension
Purpose Recent research on the potential of using eye-tracking to measure reading
comprehension ability suggests that the relationship between standard eye-tracking …
comprehension ability suggests that the relationship between standard eye-tracking …