{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,21]],"date-time":"2026-06-21T01:49:37Z","timestamp":1782006577111,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":59,"publisher":"ACM","license":[{"start":{"date-parts":[[2026,5,31]],"date-time":"2026-05-31T00:00:00Z","timestamp":1780185600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/legalcode"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,6]]},"DOI":"10.1145\/3797246.3804832","type":"proceedings-article","created":{"date-parts":[[2026,5,29]],"date-time":"2026-05-29T12:08:10Z","timestamp":1780056490000},"page":"1-7","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Searching for Eye Movement Correlates of Mental Fatigue When Working with Gaze-Controlled Software Using Low-Cost Eye Trackers"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-1283-6767","authenticated-orcid":false,"given":"Jacek","family":"Matulewski","sequence":"first","affiliation":[{"name":"Department of Informatics, Nicolaus Copernicus University, Toru\u0144, Kujawsko-Pomorskie, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0620-2784","authenticated-orcid":false,"given":"Sebastian","family":"Meszy\u0144ski","sequence":"additional","affiliation":[{"name":"Department of Informatics, Nicolaus Copernicus University, Toru\u0144, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6531-2203","authenticated-orcid":false,"given":"Oleksandr","family":"Sokolov","sequence":"additional","affiliation":[{"name":"Institute of Engineering and Technology, Faculty of Physics, Astronomy and Informatics, Nicolaus Copernicus University, Toru\u0144, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-6063-6017","authenticated-orcid":false,"given":"Aleksandra","family":"Bara\u0144ska","sequence":"additional","affiliation":[{"name":"student of Faculty of Philosophy and Social Sciences, Nicolaus Copernicus University, Toru\u0144, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2026,5,31]]},"reference":[{"key":"e_1_3_3_1_1_2","doi-asserted-by":"publisher","unstructured":"Herv\u00e9 Abdi. 2010. Partial least squares regression and projection on latent structure regression (PLS regression). WIREs Computational Statistics. Jan;2(1):97\u2013106. 10.1002\/wics.51.","DOI":"10.1002\/wics.51"},{"key":"e_1_3_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-18498-w"},{"key":"e_1_3_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2020.549524"},{"key":"e_1_3_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2013.2250591"},{"key":"e_1_3_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2017.2694142"},{"key":"e_1_3_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1111\/psyp.13828"},{"key":"e_1_3_3_1_7_2","doi-asserted-by":"crossref","unstructured":"Tanya Bafna Per B\u00e6kgaard and John Paulin Hansen. 2021. Mental fatigue prediction during eye-typing. PLoS ONE16(2): e0246739. https:\/\/doi.org\/10.1371\/ journal.pone.0246739.","DOI":"10.1371\/journal.pone.0246739"},{"key":"e_1_3_3_1_8_2","doi-asserted-by":"crossref","unstructured":"A. Terry Bahill Lawrence Stark. 1975. Overlapping saccades and glissades are produced by fatigue in the saccadic eye movement system. Experimental neurology 48(1) 95-106.","DOI":"10.1016\/0014-4886(75)90225-3"},{"key":"e_1_3_3_1_9_2","doi-asserted-by":"publisher","unstructured":"Mathias Basner Tyler\u00a0M. Moore Jad Nasrini Ruben\u00a0C. Gur and David\u00a0F. Dinges. 2021. Response speed measurements on the psychomotor vigilance test: how precise is precise enough?. Sleep 44(1) zsaa121. 10.1093\/sleep\/zsaa121","DOI":"10.1093\/sleep\/zsaa121"},{"key":"e_1_3_3_1_10_2","doi-asserted-by":"publisher","DOI":"10.3390\/s25082343"},{"key":"e_1_3_3_1_11_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cogbrainres.2005.04.011"},{"key":"e_1_3_3_1_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.brainresrev.2008.07.001"},{"key":"e_1_3_3_1_13_2","doi-asserted-by":"publisher","unstructured":"John A. Caldwell. 2005. Fatigue in aviation. Travel medicine and infectious disease 3(2) 85-96. 10.1016\/j.tmaid.2004.07.008","DOI":"10.1016\/j.tmaid.2004.07.008"},{"key":"e_1_3_3_1_14_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpsycho.2020.05.010"},{"key":"e_1_3_3_1_15_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.visres.2006.08.008"},{"key":"e_1_3_3_1_16_2","doi-asserted-by":"publisher","DOI":"10.3390\/jsan12060077"},{"key":"e_1_3_3_1_17_2","doi-asserted-by":"publisher","DOI":"10.1111\/psyp.14126"},{"key":"e_1_3_3_1_18_2","doi-asserted-by":"publisher","DOI":"10.3390\/brainsci10120994"},{"key":"e_1_3_3_1_19_2","doi-asserted-by":"publisher","unstructured":"Leandro L. Di Stasi Rebekka Renner Andr\u00e9s Catena Jos\u00e9 J. Ca\u00f1as Boris M. Velichkovsky and Sebastian Pannasch. 2012. Towards a driver fatigue test based on the saccadic main sequence: A partial validation by subjective report data. Transportation research part C: emerging technologies 21(1) 122-133. 10.1016\/j.trc.2011.07.002","DOI":"10.1016\/j.trc.2011.07.002"},{"key":"e_1_3_3_1_20_2","doi-asserted-by":"publisher","DOI":"10.1111\/ejn.12248"},{"key":"e_1_3_3_1_21_2","doi-asserted-by":"publisher","DOI":"10.5555\/640601"},{"key":"e_1_3_3_1_22_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-025-89336-y"},{"key":"e_1_3_3_1_23_2","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0310436"},{"key":"e_1_3_3_1_24_2","doi-asserted-by":"publisher","DOI":"10.1080\/00140139.2017.1369583"},{"key":"e_1_3_3_1_25_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-021-02389-9"},{"key":"e_1_3_3_1_26_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0166-4115(08)62386-9"},{"key":"e_1_3_3_1_27_2","doi-asserted-by":"publisher","DOI":"10.1177\/154193120605000909"},{"key":"e_1_3_3_1_28_2","doi-asserted-by":"publisher","DOI":"10.1080\/0144929X.2021.2000642"},{"key":"e_1_3_3_1_29_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsycho.2015.06.013"},{"key":"e_1_3_3_1_30_2","doi-asserted-by":"publisher","unstructured":"Xinyun Hu and Gabriel Lodewijks. 2021. Exploration of the effects of task-related fatigue on eye-motion features and its value in improving driver fatigue-related technology. Transportation research part F: traffic psychology and behaviour 80 150-171. 10.1016\/j.trf.2021.03.014","DOI":"10.1016\/j.trf.2021.03.014"},{"key":"e_1_3_3_1_31_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ssci.2024.106569"},{"key":"e_1_3_3_1_32_2","doi-asserted-by":"publisher","DOI":"10.3389\/fdgth.2021.639444"},{"key":"e_1_3_3_1_33_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-35741-1_10"},{"key":"e_1_3_3_1_34_2","doi-asserted-by":"publisher","DOI":"10.1145\/3582272"},{"key":"e_1_3_3_1_35_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-32423-0_10"},{"key":"e_1_3_3_1_36_2","volume-title":"Proceedings of the annual meeting of the cognitive science society (Vol. 35","author":"Lanthier Sophie N.","year":"2013","unstructured":"Sophie N. Lanthier, Evan F. Risko, Daniel Smilek, and Alan Kingstone. 2013. Measuring the separate effects of practice and fatigue on eye movements during visual search. In Proceedings of the annual meeting of the cognitive science society (Vol. 35, No. 35)."},{"key":"e_1_3_3_1_37_2","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2024.3446952"},{"key":"e_1_3_3_1_38_2","volume-title":"Human Mental Workload: Models and Applications: First International Symposium, H-WORKLOAD 2017","author":"Longo Luca","year":"2017","unstructured":"Luca Longo and M. Chira Leva. 2017. Human Mental Workload: Models and Applications: First International Symposium, H-WORKLOAD 2017, Dublin, Ireland, June 28-30, 2017, Revised Selected Papers (Vol. 726). Springer."},{"key":"e_1_3_3_1_39_2","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2022.883321"},{"key":"e_1_3_3_1_40_2","doi-asserted-by":"publisher","unstructured":"Hongyu Luo Pierre-Alexandre Lee Ieuan Clay Martin Jaggi and Valeria De Luca. 2020. Assessment of fatigue using wearable sensors: a pilot study. Digital biomarkers 4(Suppl 1) 59. 10.1159\/000512166","DOI":"10.1159\/000512166"},{"key":"e_1_3_3_1_41_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpsycho.2017.11.009"},{"key":"e_1_3_3_1_42_2","doi-asserted-by":"publisher","unstructured":"Bhanuka Mahanama Yasith Jayawardana Sundararaman Rengarajan Gavindya Jayawardena Leanne Chukoskie Joseph Snider and Sampath Jayarathna. 2022. Eye movement and pupil measures: A review. frontiers in Computer Science 3 733531. 10.3389\/fcomp.2021.733531","DOI":"10.3389\/fcomp.2021.733531"},{"key":"e_1_3_3_1_43_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-68889-4"},{"key":"e_1_3_3_1_44_2","doi-asserted-by":"crossref","unstructured":"P\u00e4ivi Majaranta and Kari-Jouko R\u00e4ih\u00e4. 2007. Text entry by gaze: Utilizing eye-tracking. Text entry systems: Mobility accessibility universality (2007) 175-187.","DOI":"10.1016\/B978-012373591-1\/50009-7"},{"key":"e_1_3_3_1_45_2","doi-asserted-by":"publisher","DOI":"10.1177\/0018720817733101"},{"key":"e_1_3_3_1_46_2","doi-asserted-by":"publisher","DOI":"10.1145\/3379157.3388931"},{"key":"e_1_3_3_1_47_2","doi-asserted-by":"publisher","DOI":"10.3390\/s22093199"},{"key":"e_1_3_3_1_48_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpsycho.2022.11.015"},{"key":"e_1_3_3_1_49_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2025.09.385"},{"key":"e_1_3_3_1_50_2","doi-asserted-by":"publisher","DOI":"10.1080\/00140130701817062"},{"key":"e_1_3_3_1_51_2","volume-title":"Schroeder","author":"Stern John A.","year":"1996","unstructured":"John A. Stern, Donna J. Boyer, and David J. Schroeder. 1996. Blinks, saccades, and fixation pauses during vigilance task performance. II., Gender and time of day (No. DOT\/FAA\/AM-96\/9). Civil Aerospace Medical Institute."},{"key":"e_1_3_3_1_52_2","unstructured":"Thought Technology. 2025. https:\/\/thoughttechnology.com\/"},{"key":"e_1_3_3_1_53_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-79401-3"},{"key":"e_1_3_3_1_54_2","doi-asserted-by":"publisher","unstructured":"Viivi Uurtio Jo\u00e3o M. Monteiro Jaz Kandola John Shawe-Taylor Delmiro Fernandez-Reyes and Juho Rousu. 2018. A tutorial on canonical correlation methods. ACM Computing Surveys. 2018 Nov;50(6):1\u201333. 10.1145\/3136624","DOI":"10.1145\/3136624"},{"key":"e_1_3_3_1_55_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.aap.2009.11.011"},{"key":"e_1_3_3_1_56_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-5379-7_4"},{"key":"e_1_3_3_1_57_2","doi-asserted-by":"publisher","unstructured":"Xiaoru Yu JiaWei Lu Wenchao Liu Zhenbo Cheng and Gang Xiao. 2024. Exploring physiological stress response evoked by passive translational acceleration in healthy adults: a pilot study utilizing electrodermal activity and heart rate variability measurements. Scientific reports 14(1) 11349. 10.1038\/s41598-024-61656-5","DOI":"10.1038\/s41598-024-61656-5"},{"key":"e_1_3_3_1_58_2","doi-asserted-by":"publisher","DOI":"10.1145\/2993901.2993908"},{"key":"e_1_3_3_1_59_2","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-31577-1"}],"event":{"name":"ETRA '26: 2026 Symposium on Eye Tracking Research and Applications","location":"Marrakesh Morocco","acronym":"ETRA '26","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGGRAPH ACM Special Interest Group on Computer Graphics and Interactive Techniques"]},"container-title":["Proceedings of the 2026 Symposium on Eye Tracking Research and Applications"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3797246.3804832","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,21]],"date-time":"2026-06-21T01:12:48Z","timestamp":1782004368000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3797246.3804832"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,31]]},"references-count":59,"alternative-id":["10.1145\/3797246.3804832","10.1145\/3797246"],"URL":"https:\/\/doi.org\/10.1145\/3797246.3804832","relation":{},"subject":[],"published":{"date-parts":[[2026,5,31]]},"assertion":[{"value":"2026-05-31","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}