A survey on measuring cognitive workload in human-computer interaction
The ever-increasing number of computing devices around us results in more and more
systems competing for our attention, making cognitive workload a crucial factor for the user …
systems competing for our attention, making cognitive workload a crucial factor for the user …
A systematic literature review of analytics for adaptivity within educational video games
Research has shown that serious games, digital game-based learning, and educational
video games can be powerful learning instruments. However, experimental and meta …
video games can be powerful learning instruments. However, experimental and meta …
Digital transformations of classrooms in virtual reality
With rapid developments in consumer-level head-mounted displays and computer graphics,
immersive VR has the potential to take online and remote learning closer to real-world …
immersive VR has the potential to take online and remote learning closer to real-world …
Quantifying workload and stress in intensive care unit nurses: preliminary evaluation using continuous eye-tracking
Objective (1) To assess mental workloads of intensive care unit (ICU) nurses in 12-hour
working shifts (days and nights) using eye movement data;(2) to explore the impact of stress …
working shifts (days and nights) using eye movement data;(2) to explore the impact of stress …
Exploring gender differences in computational thinking learning in a vr classroom: Developing machine learning models using eye-tracking data and explaining the …
Understanding existing gender differences in the development of computational thinking
skills is increasingly important for gaining valuable insights into bridging the gender gap …
skills is increasingly important for gaining valuable insights into bridging the gender gap …
[HTML][HTML] No Pain, no Gain? Investigating motivational mechanisms of game elements in cognitive tasks
K Bernecker, M Ninaus - Computers in Human Behavior, 2021 - Elsevier
The literature on serious games and gamification suggests that game elements have a
positive influence on learning and performance in cognitive tasks. However, the …
positive influence on learning and performance in cognitive tasks. However, the …
Theory-based approach for assessing cognitive load during time-critical resource-managing human–computer interactions: an eye-tracking study
Computerized systems are taking on increasingly complex tasks. Consequently, monitoring
automated computerized systems is becoming increasingly demanding for human …
automated computerized systems is becoming increasingly demanding for human …
Cognitive load monitoring with wearables–lessons learned from a machine learning challenge
To further extend the applicability of wearable sensors, methods for accurately extracting
subtle psychological information from the sensor data are required. However, accessing …
subtle psychological information from the sensor data are required. However, accessing …
Cross-task and cross-participant classification of cognitive load in an emergency simulation game
Assessment of cognitive load is a major step towards adaptive interfaces. However, non-
invasive assessment is rather subjective as well as task specific and generalizes poorly …
invasive assessment is rather subjective as well as task specific and generalizes poorly …
[HTML][HTML] Robust cognitive load detection from wrist-band sensors
In recent years, the detection of cognitive load has received a lot of attention. Understanding
the circumstances in which cognitive load occurs and reliably predicting such occurrences …
the circumstances in which cognitive load occurs and reliably predicting such occurrences …