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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 …
[HTML][HTML] Survey and synthesis of state of the art in driver monitoring
Road vehicle accidents are mostly due to human errors, and many such accidents could be
avoided by continuously monitoring the driver. Driver monitoring (DM) is a topic of growing …
avoided by continuously monitoring the driver. Driver monitoring (DM) is a topic of growing …
The future of human-AI collaboration: a taxonomy of design knowledge for hybrid intelligence systems
Recent technological advances, especially in the field of machine learning, provide
astonishing progress on the road towards artificial general intelligence. However, tasks in …
astonishing progress on the road towards artificial general intelligence. However, tasks in …
Few-shot adaptive gaze estimation
Inter-personal anatomical differences limit the accuracy of person-independent gaze
estimation networks. Yet there is a need to lower gaze errors further to enable applications …
estimation networks. Yet there is a need to lower gaze errors further to enable applications …
Human-AI interaction in human resource management: Understanding why employees resist algorithmic evaluation at workplaces and how to mitigate burdens
Recently, Artificial Intelligence (AI) has been used to enable efficient decision-making in
managerial and organizational contexts, ranging from employment to dismissal. However, to …
managerial and organizational contexts, ranging from employment to dismissal. However, to …
Vetaverse: A survey on the intersection of metaverse, vehicles, and transportation systems
Since 2021, the term" Metaverse" has been the most popular one, garnering a lot of interest.
Because of its contained environment and built-in computing and networking capabilities, a …
Because of its contained environment and built-in computing and networking capabilities, a …
Towards end-to-end video-based eye-tracking
Estimating eye-gaze from images alone is a challenging task, in large parts due to un-
observable person-specific factors. Achieving high accuracy typically requires labeled data …
observable person-specific factors. Achieving high accuracy typically requires labeled data …
[HTML][HTML] Measuring mental workload variations in office work tasks using fNIRS
The motivation behind using physiological measures to estimate cognitive activity is typically
to build technology that can help people to understand themselves and their work, or indeed …
to build technology that can help people to understand themselves and their work, or indeed …
Self-Supervised Learning for Near-Wild Cognitive Workload Estimation
Feedback on cognitive workload may reduce decision-making mistakes. Machine learning-
based models can produce feedback from physiological data such as …
based models can produce feedback from physiological data such as …
Affective multimodal human-computer interaction
Social and emotional intelligence are aspects of human intelligence that have been argued
to be better predictors than IQ for measuring aspects of success in life, especially in social …
to be better predictors than IQ for measuring aspects of success in life, especially in social …