{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T05:05:34Z","timestamp":1750309534992,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,5,25]],"date-time":"2025-05-25T00:00:00Z","timestamp":1748131200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"European Union HORIZON REA MSCA-SE","award":["101131220"],"award-info":[{"award-number":["101131220"]}]},{"name":"Polish National Center of Research and Development (NCBiR)","award":["Rzeczy s\u0105 dla ludzi \/0106\/2020"],"award-info":[{"award-number":["Rzeczy s\u0105 dla ludzi \/0106\/2020"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,5,26]]},"DOI":"10.1145\/3715669.3723128","type":"proceedings-article","created":{"date-parts":[[2025,5,24]],"date-time":"2025-05-24T06:57:59Z","timestamp":1748069879000},"page":"1-8","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Real-Time Mobile Transition Matrix Entropy Based on Eye and Head Movements"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9558-3039","authenticated-orcid":false,"given":"Krzysztof","family":"Krejtz","sequence":"first","affiliation":[{"name":"Institute of Psychology, SWPS University, Warsaw, Poland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4468-6660","authenticated-orcid":false,"given":"Chris J.","family":"Hughes","sequence":"additional","affiliation":[{"name":"School of Science, Engineering &amp; Environment, Salford University, Salford, Greater Manchester, United Kingdom"}]},{"ORCID":"https:\/\/orcid.org\/0009-0008-6390-9824","authenticated-orcid":false,"given":"Iga","family":"Stasiak","sequence":"additional","affiliation":[{"name":"Institute of Psychology, SWPS University, Warsaw, Poland"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1681-7878","authenticated-orcid":false,"given":"Andrew","family":"Duchowski","sequence":"additional","affiliation":[{"name":"School of Computing, Clemson University, Clemson, South Carolina, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9827-8371","authenticated-orcid":false,"given":"Izabela","family":"Krejtz","sequence":"additional","affiliation":[{"name":"Institute of Psychology, SWPS University, Warsaw, Poland"}]}],"member":"320","published-online":{"date-parts":[[2025,5,25]]},"reference":[{"key":"e_1_3_3_1_2_1","doi-asserted-by":"crossref","unstructured":"American\u00a0Psychological Association et\u00a0al. 2016. Revision of Ethical Standard 3.04 of the\" Ethical Principles of Psychologists and Code of Conduct\"(2002 as amended 2010). The American Psychologist 71 9 (2016) 900.","DOI":"10.1037\/amp0000102"},{"key":"e_1_3_3_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/3588015.3588413"},{"key":"e_1_3_3_1_4_1","doi-asserted-by":"publisher","unstructured":"Naila Ayala Diako Mardanbegi Abdullah Zafar Ewa Niechwiej-Szwedo Shi Cao Suzanne Kearns Elizabeth Irving and Andrew\u00a0T. Duchowski. 2024. Does fiducial marker visibility impact task performance and information processing in novice and low-time pilots?Computers & Graphics 119 (2024) 103889. 10.1016\/j.cag.2024.103889","DOI":"10.1016\/j.cag.2024.103889"},{"key":"e_1_3_3_1_5_1","doi-asserted-by":"publisher","unstructured":"Douglas Bates Martin M\u00e4chler Ben Bolker and Steve Walker. 2015. Fitting Linear Mixed-Effects Models Using lme4. Journal of Statistical Software 67 1 (2015) 1\u201348. 10.18637\/jss.v067.i01","DOI":"10.18637\/jss.v067.i01"},{"key":"e_1_3_3_1_6_1","unstructured":"Climate Interactive. 2024. En-ROADS Climate Solutions Simulator. https:\/\/en-roads.climateinteractive.org."},{"key":"e_1_3_3_1_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-57883-5"},{"key":"e_1_3_3_1_8_1","doi-asserted-by":"publisher","unstructured":"Andrew\u00a0T. Duchowski. 2018. Gaze-based interaction: A 30 year retrospective. Computers & Graphics 73 (2018) 59\u201369. 10.1016\/j.cag.2018.04.002","DOI":"10.1016\/j.cag.2018.04.002"},{"key":"e_1_3_3_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3314111.3319848"},{"key":"e_1_3_3_1_10_1","series-title":"(Lecture Notes in Computer Science)","volume-title":"Computer Vission \u2013 ECCV 2024 Workshops","author":"Duchowski Andrew\u00a0T.","year":"2024","unstructured":"Andrew\u00a0T. Duchowski, Krzysztof Krejtz, and Izabela Krejtz. 2024. Real-Time 2nd-order Gaze Metrics. In Computer Vission \u2013 ECCV 2024 Workshops (Milan, Italy) (Lecture Notes in Computer Science), Cristian Alessio Del Bue, Jordi Pont-Tuset Canton, and Tatiana Tommasi (Eds.). Springer, Cham, Switzerland. http:\/\/andrewd.ces.clemson.edu\/pubs\/icvse24.pdf"},{"key":"e_1_3_3_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/3204493.3208340"},{"key":"e_1_3_3_1_12_1","volume-title":"An Introduction to Ray Tracing","author":"Glassner Andrew\u00a0S.","year":"1989","unstructured":"Andrew\u00a0S. Glassner. 1989. An Introduction to Ray Tracing. Academic Press, Palo Alto, CA, USA."},{"key":"e_1_3_3_1_13_1","doi-asserted-by":"publisher","unstructured":"Charles\u00a0R. Harris K.\u00a0Jarrod Millman St\u00e9fan\u00a0J. van\u00a0der Walt Ralf Gommers Pauli Virtanen David Cournapeau Eric Wieser Julian Taylor Sebastian Berg Nathaniel\u00a0J. Smith Robert Kern Matti Picus Stephan Hoyer Marten\u00a0H. van Kerkwijk Matthew Brett Allan Haldane Jaime\u00a0Fern\u00e1ndez del R\u00edo Mark Wiebe Pearu Peterson Pierre G\u00e9rard-Marchant Kevin Sheppard Tyler Reddy Warren Weckesser Hameer Abbasi Christoph Gohlke and Travis\u00a0E. Oliphant. 2020. Array programming with NumPy. Nature 585 7825 (2020) 357\u2013362. 10.1038\/s41586-020-2649-2","DOI":"10.1038\/s41586-020-2649-2"},{"key":"e_1_3_3_1_14_1","doi-asserted-by":"crossref","unstructured":"Edna Heidbreder. 1945. Toward a dynamic psychology of cognition.Psychological Review 52 1 (1945) 1.","DOI":"10.1037\/h0059242"},{"key":"e_1_3_3_1_15_1","doi-asserted-by":"publisher","unstructured":"John\u00a0D. Hunter. 2007. Matplotlib: A 2D Graphics Environment. Computing in Science & Engineering 9 3 (2007) 90\u201395. 10.1109\/MCSE.2007.55","DOI":"10.1109\/MCSE.2007.55"},{"key":"e_1_3_3_1_16_1","unstructured":"Itseez. 2015. Open Source Computer Vision Library. https:\/\/github.com\/itseez\/opencv."},{"key":"e_1_3_3_1_17_1","doi-asserted-by":"crossref","unstructured":"Krzysztof Krejtz Andrew Duchowski Tomasz Szmidt Izabela Krejtz Fernando Gonz\u00e1lez\u00a0Perilli Ana Pires Anna Vialr\u00f3 and Natalia Villalobos. 2015a. Gaze Transition Entropy. ACM Transactions on Applied Perception (TAP) 13 1 (2015) 4:1\u20134:20.","DOI":"10.1145\/2834121"},{"key":"e_1_3_3_1_18_1","doi-asserted-by":"publisher","unstructured":"Krzysztof Krejtz Andrew Duchowski Tomasz Szmidt Izabela Krejtz Fernando Gonz\u00e1lez\u00a0Perilli Ana Pires Anna Vilaro and Natalia Villalobos. 2015b. Gaze Transition Entropy. ACM Transactions on Applied Perception 13 1 Article 4 (Dec. 2015) 20\u00a0pages. 10.1145\/2834121","DOI":"10.1145\/2834121"},{"key":"e_1_3_3_1_19_1","doi-asserted-by":"publisher","unstructured":"Krzysztof Krejtz Andrew\u00a0T. Duchowski Izabela Krejtz Agata Kopacz and Piotr Chrz\u0105stowski-Wachtel. 2016. Gaze transitions when learning with multimedia. Journal of Eye Movement Research 9 1 (2016) 1\u201317. 10.16910\/jemr.9.1.5","DOI":"10.16910\/jemr.9.1.5"},{"key":"e_1_3_3_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3524488.3527365"},{"key":"e_1_3_3_1_21_1","doi-asserted-by":"publisher","unstructured":"Krzysztof Krejtz Patryk Szczecinski Aneta Pawlowska Daria Rutkowska-Siuda Katarzyna Wisiecka Piotr Milczarski Artur Hlobaz Andrew\u00a0T. Duchowski and Izabela Krejtz. 2023. A Unified Look at Cultural Heritage: Comparison of Aggregated Scanpaths over Architectural Artifacts. Proc. ACM Hum.-Comput. Interact. 7 ETRA Article 169 (May 2023) 17\u00a0pages. 10.1145\/3591138","DOI":"10.1145\/3591138"},{"key":"e_1_3_3_1_22_1","doi-asserted-by":"publisher","unstructured":"Kuno Kurzhals Marcel Hlawatsch Christof Seeger and Daniel Weiskopf. 2017. Visual Analytics for Mobile Eye Tracking. IEEE Transactions on Visualization and Computer Graphics 23 1 (2017) 301\u2013310. 10.1109\/TVCG.2016.2598695","DOI":"10.1109\/TVCG.2016.2598695"},{"key":"e_1_3_3_1_23_1","volume-title":"The Golden Ratio: The Story of Phi, the World\u2019s Most Astonishing Number","author":"Livio Mario","year":"2002","unstructured":"Mario Livio. 2002. The Golden Ratio: The Story of Phi, the World\u2019s Most Astonishing Number. Broadway Books, New York."},{"key":"e_1_3_3_1_24_1","doi-asserted-by":"crossref","unstructured":"Mark\u00a0J Macgowan. 2003. Increasing engagement in groups: A measurement based approach. Social Work with Groups 26 1 (2003) 5\u201328.","DOI":"10.1300\/J009v26n01_02"},{"key":"e_1_3_3_1_25_1","doi-asserted-by":"publisher","unstructured":"Kateryna Melnyk Lee Friedman and Oleg\u00a0V. Komogortsev. 2024. What can entropy metrics tell us about the characteristics of ocular fixation trajectories?PLOS ONE 19 1 (01 2024) 1\u201345. 10.1371\/journal.pone.0291823","DOI":"10.1371\/journal.pone.0291823"},{"key":"e_1_3_3_1_26_1","doi-asserted-by":"crossref","unstructured":"Nicholas\u00a0E Myers Lena Walther George Wallis Mark\u00a0G Stokes and Anna\u00a0C Nobre. 2015. Temporal dynamics of attention during encoding versus maintenance of working memory: complementary views from event-related potentials and alpha-band oscillations. Journal of cognitive neuroscience 27 3 (2015) 492\u2013508.","DOI":"10.1162\/jocn_a_00727"},{"key":"e_1_3_3_1_27_1","doi-asserted-by":"publisher","unstructured":"David\u00a0D. Nolte. 2010. The tangled tale of phase space. Physics Today 63 4 (04 2010) 33\u201338. 10.1063\/1.3397041","DOI":"10.1063\/1.3397041"},{"key":"e_1_3_3_1_28_1","volume-title":"R: A Language and Environment for Statistical Computing","author":"Team R Development Core","year":"2011","unstructured":"R Development Core Team. 2011. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria."},{"key":"e_1_3_3_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/DEVLRN.2008.4640808"},{"key":"e_1_3_3_1_30_1","doi-asserted-by":"publisher","unstructured":"Kelly Smith Melissa\u00a0Indera Singh and Cassandra Breeze\u00a0Ceballos. 2023. An Interdisciplinary Approach to the Grand Challenges: Tackling the Climate Crisis Using Multisolving. Journal of Social Work Education 59 sup1 (2023) 1\u20139. 10.1080\/10437797.2023.2203197","DOI":"10.1080\/10437797.2023.2203197"},{"key":"e_1_3_3_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/3649902.3653335"},{"key":"e_1_3_3_1_32_1","volume-title":"Introduction to Linear Algebra (5th ed.)","author":"Strang Gilbert","year":"2016","unstructured":"Gilbert Strang. 2016. Introduction to Linear Algebra (5th ed.). Wellesley-Cambridge Press, Wallesley, MA, USA."},{"key":"e_1_3_3_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3649902.3655100"}],"event":{"name":"ETRA '25: 2025 Symposium on Eye Tracking Research and Applications","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGGRAPH ACM Special Interest Group on Computer Graphics and Interactive Techniques"],"location":"Tokyo Japan","acronym":"ETRA '25"},"container-title":["Proceedings of the 2025 Symposium on Eye Tracking Research and Applications"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3715669.3723128","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T01:18:19Z","timestamp":1750295899000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3715669.3723128"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,25]]},"references-count":32,"alternative-id":["10.1145\/3715669.3723128","10.1145\/3715669"],"URL":"https:\/\/doi.org\/10.1145\/3715669.3723128","relation":{},"subject":[],"published":{"date-parts":[[2025,5,25]]},"assertion":[{"value":"2025-05-25","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}