%0 Conference Paper %1 conf/chi/PflegingF0K16 %A Pfleging, Bastian %A Fekety, Drea K. %A Schmidt, Albrecht %A Kun, Andrew L. %B Proceedings of the CHI Conference on Human Factors in Computing Systems %D 2016 %E Kaye, Jofish %E Druin, Allison %E Lampe, Cliff %E Morris, Dan %E Hourcade, Juan Pablo %I ACM %K 2016 C06 sfbtrr161 %P 5776-5788 %R 10.1145/2858036.2858117 %T A Model Relating Pupil Diameter to Mental Workload and Lighting Conditions %U https://doi.org/10.1145/2858036.2858117 %X In this paper, we present a proof-of-concept approach to estimating mental workload by measuring the user's pupil diameter under various controlled lighting conditions. Knowing the user's mental workload is desirable for many application scenarios, ranging from driving a car, to adaptive workplace setups. Typically, physiological sensors allow inferring mental workload, but these sensors might be rather uncomfortable to wear. Measuring pupil diameter through remote eye-tracking instead is an unobtrusive method. However, a practical eye-tracking-based system must also account for pupil changes due to variable lighting conditions. Based on the results of a study with tasks of varying mental demand and six different lighting conditions, we built a simple model that is able to infer the workload independently of the lighting condition in 75% of the tested conditions. %@ 978-1-4503-3362-7

@inproceedings{conf/chi/PflegingF0K16, abstract = {In this paper, we present a proof-of-concept approach to estimating mental workload by measuring the user's pupil diameter under various controlled lighting conditions. Knowing the user's mental workload is desirable for many application scenarios, ranging from driving a car, to adaptive workplace setups. Typically, physiological sensors allow inferring mental workload, but these sensors might be rather uncomfortable to wear. Measuring pupil diameter through remote eye-tracking instead is an unobtrusive method. However, a practical eye-tracking-based system must also account for pupil changes due to variable lighting conditions. Based on the results of a study with tasks of varying mental demand and six different lighting conditions, we built a simple model that is able to infer the workload independently of the lighting condition in 75% of the tested conditions.}, added-at = {2020-03-06T14:06:19.000+0100}, author = {Pfleging, Bastian and Fekety, Drea K. and Schmidt, Albrecht and Kun, Andrew L.}, biburl = {https://puma.ub.uni-stuttgart.de/bibtex/2d89ece44868ef2da19b12a2859a65dba/leonkokkoliadis}, booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems}, doi = {10.1145/2858036.2858117}, editor = {Kaye, Jofish and Druin, Allison and Lampe, Cliff and Morris, Dan and Hourcade, Juan Pablo}, ee = {https://www.wikidata.org/entity/Q56914003}, interhash = {dd5d0fff0961606facb8e2efca00be47}, intrahash = {d89ece44868ef2da19b12a2859a65dba}, isbn = {978-1-4503-3362-7}, keywords = {2016 C06 sfbtrr161}, pages = {5776-5788}, publisher = {ACM}, timestamp = {2020-03-06T13:06:19.000+0100}, title = {A Model Relating Pupil Diameter to Mental Workload and Lighting Conditions}, url = {https://doi.org/10.1145/2858036.2858117}, year = 2016 }