{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,23]],"date-time":"2026-04-23T07:57:36Z","timestamp":1776931056100,"version":"3.51.2"},"publisher-location":"New York, NY, USA","reference-count":86,"publisher":"ACM","funder":[{"name":"CRC 1404: \u201cFONDA: Foundations of Workflows for Large-Scale Scientific Data Analysis\u201d","award":["Project-ID 414984028"],"award-info":[{"award-number":["Project-ID 414984028"]}]},{"name":"German Research Foundation","award":["414984028"],"award-info":[{"award-number":["414984028"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2026,3,23]]},"DOI":"10.1145\/3742413.3789158","type":"proceedings-article","created":{"date-parts":[[2026,3,3]],"date-time":"2026-03-03T11:32:24Z","timestamp":1772537544000},"page":"236-254","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Can AI Route You to Happiness? A Technical Study on Affective Automotive Navigation Interfaces"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0031-0565","authenticated-orcid":false,"given":"David","family":"Bethge","sequence":"first","affiliation":[{"name":"LMU Munich, Munich, Germany and Porsche AG, Stuttgart, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9518-4815","authenticated-orcid":false,"given":"Daniel","family":"Bulanda","sequence":"additional","affiliation":[{"name":"Grape Up Sp. z o. o., Krakow, Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-3513-6811","authenticated-orcid":false,"given":"Adam","family":"Kozlowski","sequence":"additional","affiliation":[{"name":"Grape Up, Krakow, Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3890-1990","authenticated-orcid":false,"given":"Albrecht","family":"Schmidt","sequence":"additional","affiliation":[{"name":"LMU Munich, Munich, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4961-6554","authenticated-orcid":false,"given":"Tobias","family":"Grosse-Puppendahl","sequence":"additional","affiliation":[{"name":"Porsche AG, Stuttgart, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6300-9035","authenticated-orcid":false,"given":"Thomas","family":"Kosch","sequence":"additional","affiliation":[{"name":"HU Berlin, Berlin, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2026,3,22]]},"reference":[{"key":"e_1_3_3_2_2_2","doi-asserted-by":"publisher","unstructured":"Amelia Aldao Gal Sheppes and James\u00a0J Gross. 2015. Emotion regulation flexibility. Cognitive Therapy and Research 39 3 (2015) 263\u2013278. 10.1007\/s10608-014-9662-4","DOI":"10.1007\/s10608-014-9662-4"},{"key":"e_1_3_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1145\/3313831.3376680"},{"key":"e_1_3_3_2_4_2","doi-asserted-by":"publisher","unstructured":"Stephanie Balters Nikhil Gowda Francisco Ordo\u00f1ez and Pablo Paredes. 2021. Individualized stress detection using an unmodified car steering wheel. Scientific Reports 11 (10 2021). 10.1038\/s41598-021-00062-7","DOI":"10.1038\/s41598-021-00062-7"},{"key":"e_1_3_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1109\/ITSC.2014.6958136"},{"key":"e_1_3_3_2_6_2","doi-asserted-by":"publisher","DOI":"10.1145\/2993148.2993165"},{"key":"e_1_3_3_2_7_2","doi-asserted-by":"crossref","unstructured":"Tom\u00a0L Beauchamp. 2003. Methods and principles in biomedical ethics. Journal of Medical ethics 29 5 (2003) 269\u2013274.","DOI":"10.1136\/jme.29.5.269"},{"key":"e_1_3_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.1145\/3379157.3391655"},{"key":"e_1_3_3_2_9_2","doi-asserted-by":"publisher","unstructured":"David Bethge Luis\u00a0Falconeri Coelho Thomas Kosch Satiyabooshan Murugaboopathy Ulrich\u00a0von Zadow Albrecht Schmidt and Tobias Grosse-Puppendahl. 2023. Technical Design Space Analysis for Unobtrusive Driver Emotion Assessment Using Multi-Domain Context. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 4 Article 159 (Jan. 2023) 30\u00a0pages. 10.1145\/3569466","DOI":"10.1145\/3569466"},{"key":"e_1_3_3_2_10_2","doi-asserted-by":"publisher","unstructured":"David Bethge Luis\u00a0Falconeri Coelho Thomas Kosch Satiyabooshan Murugaboopathy Ulrich\u00a0von Zadow Albrecht Schmidt and Tobias Grosse-Puppendahl. 2023. Technical Design Space Analysis for Unobtrusive Driver Emotion Assessment Using Multi-Domain Context. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 4 Article 159 (jan 2023) 30\u00a0pages. 10.1145\/3569466","DOI":"10.1145\/3569466"},{"key":"e_1_3_3_2_11_2","doi-asserted-by":"publisher","DOI":"10.1145\/3472749.3474775"},{"key":"e_1_3_3_2_12_2","doi-asserted-by":"publisher","DOI":"10.1145\/3544549.3585672"},{"key":"e_1_3_3_2_13_2","doi-asserted-by":"publisher","unstructured":"Margaret\u00a0M Bradley and Peter\u00a0J Lang. 1994. Measuring emotion: the self-assessment manikin and the semantic differential. Journal of behavior therapy and experimental psychiatry 25 1 (1994) 49\u201359. 10.1016\/0005-7916(94)90063-9","DOI":"10.1016\/0005-7916(94)90063-9"},{"key":"e_1_3_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.1145\/3379503.3403530"},{"key":"e_1_3_3_2_15_2","doi-asserted-by":"publisher","unstructured":"Michael Braun Jonas Schubert Bastian Pfleging and Florian Alt. 2019. Improving Driver Emotions with Affective Strategies. Multimodal Technologies and Interaction 3 1 (March 2019) 21. 10.3390\/mti3010021","DOI":"10.3390\/mti3010021"},{"key":"e_1_3_3_2_16_2","doi-asserted-by":"publisher","unstructured":"Michael Braun Florian Weber and Florian Alt. 2021. Affective Automotive User Interfaces\u2013Reviewing the State of Driver Affect Research and Emotion Regulation in the Car. ACM Computing Surveys (CSUR) 54 7 (2021) 1\u201326. 10.1145\/3460938","DOI":"10.1145\/3460938"},{"key":"e_1_3_3_2_17_2","doi-asserted-by":"crossref","unstructured":"Michael Braun Florian Weber and Florian Alt. 2021. Affective automotive user interfaces\u2013reviewing the state of driver affect research and emotion regulation in the car. ACM Computing Surveys (CSUR) 54 7 (2021) 1\u201326.","DOI":"10.1145\/3460938"},{"key":"e_1_3_3_2_18_2","unstructured":"William Browning Catherine Ryan and Joseph Clancy. 2014. 14 Patterns of biophilic design: Improving health & well-being in the built environment. Terrapin Bright Green LLC (2014) 1\u201360."},{"key":"e_1_3_3_2_19_2","doi-asserted-by":"crossref","unstructured":"John Calfee and Clifford Winston. 1998. The value of automobile travel time: implications for congestion policy. Journal of public economics 69 1 (1998) 83\u2013102.","DOI":"10.1016\/S0047-2727(97)00095-9"},{"key":"e_1_3_3_2_20_2","doi-asserted-by":"publisher","DOI":"10.1109\/MDM.2013.20"},{"key":"e_1_3_3_2_21_2","doi-asserted-by":"publisher","unstructured":"Agatha Czekajlo Nicholas\u00a0C Coops Michael\u00a0A Wulder Txomin Hermosilla Yuhao Lu Joanne\u00a0C White and Matilda van\u00a0den Bosch. 2020. The urban greenness score: A satellite-based metric for multi-decadal characterization of urban land dynamics. International Journal of Applied Earth Observation and Geoinformation 93 (2020) 102210. 10.1016\/j.jag.2020.102210","DOI":"10.1016\/j.jag.2020.102210"},{"key":"e_1_3_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1145\/3409118.3475146"},{"key":"e_1_3_3_2_23_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-17287-9_10"},{"key":"e_1_3_3_2_24_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-17287-9_10"},{"key":"e_1_3_3_2_25_2","doi-asserted-by":"publisher","unstructured":"Maria Egger Matthias Ley and Sten Hanke. 2019. Emotion Recognition from Physiological Signal Analysis: A Review. Electronic Notes in Theoretical Computer Science 343 (2019) 35\u201355. 10.1016\/j.entcs.2019.04.009The proceedings of AmI the 2018 European Conference on Ambient Intelligence..","DOI":"10.1016\/j.entcs.2019.04.009"},{"key":"e_1_3_3_2_26_2","doi-asserted-by":"publisher","unstructured":"Ahinoam Eherenfreund-Hager Orit Taubman \u2013 Ben-Ari Tomer Toledo and Haneen Farah. 2017. The effect of positive and negative emotions on young drivers: A simulator study. Transportation Research Part F: Traffic Psychology and Behaviour 49 (2017) 236\u2013243. 10.1016\/j.trf.2017.07.002","DOI":"10.1016\/j.trf.2017.07.002"},{"key":"e_1_3_3_2_27_2","unstructured":"Paul Ekman. 1984. Expression and the nature of emotion. Approaches to emotion 3 19 (1984) 344."},{"key":"e_1_3_3_2_28_2","doi-asserted-by":"publisher","unstructured":"Paul Ekman. 1992. Are there basic emotions?Psychological Review 99 3 (1992) 550\u2013553. 10.1037\/0033-295X.99.3.550","DOI":"10.1037\/0033-295X.99.3.550"},{"key":"e_1_3_3_2_29_2","volume-title":"What the face reveals: Basic and applied studies of spontaneous expression using the Facial Action Coding System (FACS)","author":"Ekman Rosenberg","year":"1997","unstructured":"Rosenberg Ekman. 1997. What the face reveals: Basic and applied studies of spontaneous expression using the Facial Action Coding System (FACS). Oxford University Press, USA."},{"key":"e_1_3_3_2_30_2","doi-asserted-by":"publisher","DOI":"10.1109\/SFCS.1994.365697"},{"key":"e_1_3_3_2_31_2","unstructured":"Eurostat. 2021. Passenger mobility statistics. (2021)."},{"key":"e_1_3_3_2_32_2","unstructured":"Nico\u00a0H Frijda. 1993. Moods emotion episodes and emotions. (1993)."},{"key":"e_1_3_3_2_33_2","doi-asserted-by":"publisher","unstructured":"Matthew Gallagher Shane Lopez and Kristopher Preacher. 2009. The Hierarchical Structure of Well-Being. Journal of personality 77 (06 2009) 1025\u201350. 10.1111\/j.1467-6494.2009.00573.x","DOI":"10.1111\/j.1467-6494.2009.00573.x"},{"key":"e_1_3_3_2_34_2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-68552-4_24"},{"key":"e_1_3_3_2_35_2","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-60392-1_14"},{"key":"e_1_3_3_2_36_2","doi-asserted-by":"crossref","unstructured":"Philipp Hallgarten Verena\u00a0Jasmin Hallitschke Enkelejda Kasneci Michael Beigl and Tobias Grosse-Puppendahl. 2025. RouteLLM: A Large Language Model with Native Route Context Understanding to Enable Context-Aware Reasoning. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 9 3 (2025) 1\u201334.","DOI":"10.1145\/3749552"},{"key":"e_1_3_3_2_37_2","doi-asserted-by":"publisher","DOI":"10.1145\/3743049.3743056"},{"key":"e_1_3_3_2_38_2","doi-asserted-by":"publisher","unstructured":"GM Hancock PA Hancock and CM Janelle. 2012. The impact of emotions and predominant emotion regulation technique on driving performance. Work 41 Supplement 1 (2012) 3608\u20133611. 10.3233\/WOR-2012-0666-3608","DOI":"10.3233\/WOR-2012-0666-3608"},{"key":"e_1_3_3_2_39_2","doi-asserted-by":"crossref","unstructured":"Peter\u00a0E Hart Nils\u00a0J Nilsson and Bertram Raphael. 1968. A formal basis for the heuristic determination of minimum cost paths. IEEE transactions on Systems Science and Cybernetics 4 2 (1968) 100\u2013107.","DOI":"10.1109\/TSSC.1968.300136"},{"key":"e_1_3_3_2_40_2","doi-asserted-by":"publisher","unstructured":"Robin Haynes Andrew Jones Victoria Kennedy Ian Harvey and Tony Jewell. 2007. District variations in road curvature in England and Wales and their association with road-traffic crashes. Environment and planning A 39 5 (2007) 1222\u20131237. 10.1068\/a38106","DOI":"10.1068\/a38106"},{"key":"e_1_3_3_2_41_2","doi-asserted-by":"publisher","unstructured":"Douglas Heaven. 2020. Why faces don\u2019t always tell the truth about feelings. Nature 578 7796 (Feb. 2020) 502\u2013504. 10.1038\/d41586-020-00507-5","DOI":"10.1038\/d41586-020-00507-5"},{"key":"e_1_3_3_2_42_2","doi-asserted-by":"publisher","unstructured":"Javier Hernandez Daniel McDuff Xavier Benavides Judith Amores Pattie Maes and Rosalind Picard. 2014. AutoEmotive: Bringing Empathy to the Driving Experience to Manage Stress(DIS Companion \u201914). Association for Computing Machinery New York NY USA 53\u201356. 10.1145\/2598784.2602780","DOI":"10.1145\/2598784.2602780"},{"key":"e_1_3_3_2_43_2","doi-asserted-by":"publisher","DOI":"10.1145\/3543758.3543773"},{"key":"e_1_3_3_2_44_2","doi-asserted-by":"publisher","unstructured":"Haosheng Huang Silvia Klettner Manuela Schmidt Georg Gartner Sven Leitinger Andreas Wagner and Renate Steinmann. 2014. AffectRoute\u2013considering people\u2019s affective responses to environments for enhancing route-planning services. International Journal of Geographical Information Science 28 12 (2014) 2456\u20132473. 10.1080\/13658816.2014.931585","DOI":"10.1080\/13658816.2014.931585"},{"key":"e_1_3_3_2_45_2","doi-asserted-by":"publisher","unstructured":"Pascal Jansen Mark Colley and Enrico Rukzio. 2022. A Design Space for Human Sensor and Actuator Focused In-Vehicle Interaction Based on a Systematic Literature Review. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 2 Article 56 (July 2022) 51\u00a0pages. 10.1145\/3534617","DOI":"10.1145\/3534617"},{"key":"e_1_3_3_2_46_2","first-page":"97","volume-title":"Adjunct Proceedings of the 5th AutomotiveUI Conference","author":"Jansen Samantha","year":"2013","unstructured":"Samantha Jansen, Abbey Westphal, Myounghoon Jeon, and Andreas Riener. 2013. Detection of drivers\u2019 incidental and integral affect using physiological measures. In Adjunct Proceedings of the 5th AutomotiveUI Conference. 97\u201398."},{"key":"e_1_3_3_2_47_2","doi-asserted-by":"publisher","unstructured":"I. Johnson J. Henderson C. Perry J. Sch\u00f6ning and B. Hecht. 2017. Beautiful\u2026but at What Cost? An Examination of Externalities in Geographic Vehicle Routing. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 2 Article 15 (jun 2017) 21\u00a0pages. 10.1145\/3090080","DOI":"10.1145\/3090080"},{"key":"e_1_3_3_2_48_2","doi-asserted-by":"publisher","unstructured":"Ioannis Kaparias Michael G.\u00a0H. Bell Klaus Bogenberger and Yanyan Chen. 2007. Approach to Time Dependence and Reliability in Dynamic Route Guidance. Transportation Research Record 2039 1 (2007) 32\u201341. 10.3141\/2039-04 arXiv:https:\/\/doi.org\/10.3141\/2039-04","DOI":"10.3141\/2039-04"},{"key":"e_1_3_3_2_49_2","doi-asserted-by":"publisher","unstructured":"Piyawan Kasemsuppakorn and Hassan\u00a0A. Karimi. 2009. Personalised Routing for Wheelchair Navigation. J. Locat. Based Serv. 3 1 (mar 2009) 24\u201354. 10.1080\/17489720902837936","DOI":"10.1080\/17489720902837936"},{"key":"e_1_3_3_2_50_2","doi-asserted-by":"publisher","unstructured":"Matthew\u00a0C. Keller Barbara\u00a0L. Fredrickson Oscar Ybarra St\u00e9phane C\u00f4t\u00e9 Kareem Johnson Joe Mikels Anne Conway and Tor Wager. 2005. A Warm Heart and a Clear Head: The Contingent Effects of Weather on Mood and Cognition. Psychological Science 16 9 (2005) 724\u2013731. 10.1111\/j.1467-9280.2005.01602.xPMID: 16137259.","DOI":"10.1111\/j.1467-9280.2005.01602.x"},{"key":"e_1_3_3_2_51_2","doi-asserted-by":"publisher","unstructured":"Silvia Knobloch. 2003. Mood Adjustment via Mass Communication. Journal of Communication 53 2 (2003) 233\u2013250. 10.1111\/j.1460-2466.2003.tb02588.x","DOI":"10.1111\/j.1460-2466.2003.tb02588.x"},{"key":"e_1_3_3_2_52_2","doi-asserted-by":"publisher","unstructured":"Thomas Kosch Robin Welsch Lewis Chuang and Albrecht Schmidt. 2022. The Placebo Effect of Artificial Intelligence in Human-Computer Interaction. ACM Trans. Comput.-Hum. Interact. (mar 2022). 10.1145\/3529225Just Accepted.","DOI":"10.1145\/3529225"},{"key":"e_1_3_3_2_53_2","doi-asserted-by":"crossref","unstructured":"Alexander Kr\u00f6ller Falk H\u00fcffner \u0141ukasz Kosma Katja Kr\u00f6ller and Mattia Zeni. 2021. Driver expectations toward strategic routing. Transportation research record 2675 11 (2021) 44\u201353.","DOI":"10.1177\/03611981211006426"},{"key":"e_1_3_3_2_54_2","doi-asserted-by":"publisher","unstructured":"Shu Liu Kevin Koch Zimu Zhou Simon F\u00f6ll Xiaoxi He Tina Menke Elgar Fleisch and Felix Wortmann. 2021. The empathetic car: Exploring emotion inference via driver behaviour and traffic context. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies 5 3 (2021) 1\u201334. 10.1145\/3478078","DOI":"10.1145\/3478078"},{"key":"e_1_3_3_2_55_2","doi-asserted-by":"publisher","unstructured":"Sachit Mahajan Yu-Siou Tang Dong-Yi Wu Tzu-Chieh Tsai and Ling-Jyh Chen. 2019. CAR: The Clean Air Routing Algorithm for Path Navigation With Minimal PM2.5 Exposure on the Move. IEEE Access 7 (2019) 147373\u2013147382. 10.1109\/ACCESS.2019.2946419","DOI":"10.1109\/ACCESS.2019.2946419"},{"key":"e_1_3_3_2_56_2","doi-asserted-by":"publisher","unstructured":"Kateri McRae and James\u00a0J Gross. 2020. Emotion regulation.Emotion 20 1 (2020) 1. 10.1037\/emo0000703","DOI":"10.1037\/emo0000703"},{"key":"e_1_3_3_2_57_2","unstructured":"A. McStay and P. Pavliscak. 2019. Emotional Artificial Intelligence: Guidelines For Ethical Use. Website. Retrieved March 10 2022 from https:\/\/drive.google.com\/file\/d\/1frAGcvCY_v25V8ylqgPF2brTK9UVj_5Z\/view."},{"key":"e_1_3_3_2_58_2","doi-asserted-by":"publisher","unstructured":"Ali Mollahosseini Behzad Hasani and Mohammad\u00a0H Mahoor. 2017. Affectnet: A database for facial expression valence and arousal computing in the wild. IEEE Transactions on Affective Computing 10 1 (2017) 18\u201331. 10.1109\/TAFFC.2017.2740923","DOI":"10.1109\/TAFFC.2017.2740923"},{"key":"e_1_3_3_2_59_2","doi-asserted-by":"publisher","unstructured":"Robin\u00a0L. Nabi and Melanie\u00a0C. Green. 2015. The Role of a Narrative\u2019s Emotional Flow in Promoting Persuasive Outcomes. Media Psychology 18 2 (2015) 137\u2013162. 10.1080\/15213269.2014.912585","DOI":"10.1080\/15213269.2014.912585"},{"key":"e_1_3_3_2_60_2","doi-asserted-by":"publisher","DOI":"10.1145\/1056808.1057070"},{"key":"e_1_3_3_2_61_2","doi-asserted-by":"crossref","unstructured":"Vera O\u2019Riordan Fionn Rogan Brian\u00a0O Gallach\u00f3ir Tom\u00e1s Mac\u00a0Uidhir and Hannah Daly. 2022. How and why we travel\u2013mobility demand and emissions from passenger transport. Transportation Research Part D: Transport and Environment 104 (2022) 103195.","DOI":"10.1016\/j.trd.2022.103195"},{"key":"e_1_3_3_2_62_2","volume-title":"Proceedings of the 25th International Cartographic Conference","author":"Ortag Felix","year":"2011","unstructured":"Felix Ortag and Haosheng Huang. 2011. Location-based emotions relevant for pedestrian navigation. In Proceedings of the 25th International Cartographic Conference."},{"key":"e_1_3_3_2_63_2","unstructured":"Christelle P\u00eacher C\u00e9line Lemercier and Jean-Marie Cellier. 2009. The influence of emotions on driving behaviour. Traffic Psychology and driving behaviour New-York: Hindawi Publishers (2009)."},{"key":"e_1_3_3_2_64_2","doi-asserted-by":"publisher","unstructured":"Bastian Pfleging Stefan Schneegass Alexander Meschtscherjakov and Manfred Tscheligi. 2014. Experience Maps: Experience-Enhanced Routes for Car Navigation(AutomotiveUI \u201914). Association for Computing Machinery New York NY USA 1\u20136. 10.1145\/2667239.2667275","DOI":"10.1145\/2667239.2667275"},{"key":"e_1_3_3_2_65_2","doi-asserted-by":"publisher","DOI":"10.1109\/SSDBM.2006.19"},{"key":"e_1_3_3_2_66_2","volume-title":"Theories of emotion","author":"Plutchik Robert","year":"2013","unstructured":"Robert Plutchik and Henry Kellerman. 2013. Theories of emotion. Vol.\u00a01. Academic Press."},{"key":"e_1_3_3_2_67_2","doi-asserted-by":"publisher","DOI":"10.1145\/2631775.2631799"},{"key":"e_1_3_3_2_68_2","doi-asserted-by":"crossref","unstructured":"\u00c9rika Martins\u00a0Silva Ramos Cecilia\u00a0Jakobsson Bergstad and Jonas N\u00e4ss\u00e9n. 2020. Understanding daily car use: Driving habits motives attitudes and norms across trip purposes. Transportation research part F: traffic psychology and behaviour 68 (2020) 306\u2013315.","DOI":"10.1016\/j.trf.2019.11.013"},{"key":"e_1_3_3_2_69_2","doi-asserted-by":"publisher","unstructured":"Ernst Roidl Berit Frehse and Rainer H\u00f6ger. 2014. Emotional states of drivers and the impact on speed acceleration and traffic violations\u2014A simulator study. Accident Analysis & Prevention 70 (2014) 282\u2013292. 10.1016\/j.aap.2014.04.010","DOI":"10.1016\/j.aap.2014.04.010"},{"key":"e_1_3_3_2_70_2","unstructured":"Robert Rosenthal Harris Cooper Larry Hedges et\u00a0al. 1994. Parametric measures of effect size. The handbook of research synthesis 621 2 (1994) 231\u2013244."},{"key":"e_1_3_3_2_71_2","doi-asserted-by":"publisher","DOI":"10.1145\/2856767.2856804"},{"key":"e_1_3_3_2_72_2","doi-asserted-by":"publisher","unstructured":"James\u00a0A. Russell. 1980. A circumplex model of affect. Journal of Personality and Social Psychology 39 6 (1980) 1161\u20131178. 10.1037\/h0077714Place: US Publisher: American Psychological Association.","DOI":"10.1037\/h0077714"},{"key":"e_1_3_3_2_73_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290605.3300601"},{"key":"e_1_3_3_2_74_2","doi-asserted-by":"publisher","unstructured":"Albrecht Schmidt. 2000. Implicit human computer interaction through context. Personal technologies 4 (2000) 191\u2013199. 10.1007\/BF01324126","DOI":"10.1007\/BF01324126"},{"key":"e_1_3_3_2_75_2","doi-asserted-by":"publisher","DOI":"10.1145\/2452516.2452518"},{"key":"e_1_3_3_2_76_2","doi-asserted-by":"publisher","unstructured":"Lin Shu Jinyan Xie Mingyue Yang Ziyi Li Zhenqi Li Dan Liao Xiangmin Xu and Xinyi Yang. 2018. A Review of Emotion Recognition Using Physiological Signals. Sensors 18 7 (2018). 10.3390\/s18072074","DOI":"10.3390\/s18072074"},{"key":"e_1_3_3_2_77_2","doi-asserted-by":"publisher","DOI":"10.1007\/11573548_125"},{"key":"e_1_3_3_2_78_2","doi-asserted-by":"publisher","DOI":"10.1145\/3411763.3451693"},{"key":"e_1_3_3_2_79_2","doi-asserted-by":"crossref","unstructured":"Geoffrey Underwood Peter Chapman Sharon Wright and David Crundall. 1999. Anger while driving. Transportation Research Part F: traffic psychology and behaviour 2 1 (1999) 55\u201368.","DOI":"10.1016\/S1369-8478(99)00006-6"},{"key":"e_1_3_3_2_80_2","doi-asserted-by":"publisher","DOI":"10.1145\/1414471.1414506"},{"key":"e_1_3_3_2_81_2","doi-asserted-by":"publisher","unstructured":"Jiaqi Wang Yunyao Lu Xiaojie Wang Jing Dong and Xiping Hu. 2018. SAR: A Social-Aware Route Recommendation System for Intelligent Transportation. Comput. J. 61 7 (04 2018) 987\u2013997. 10.1093\/comjnl\/bxy042 arXiv:https:\/\/academic.oup.com\/comjnl\/article-pdf\/61\/7\/987\/25113815\/bxy042.pdf","DOI":"10.1093\/comjnl\/bxy042"},{"key":"e_1_3_3_2_82_2","doi-asserted-by":"publisher","DOI":"10.1145\/3490149.3502426"},{"key":"e_1_3_3_2_83_2","doi-asserted-by":"publisher","unstructured":"Heetae Yang Jieun Yu Hangjung Zo and Munkee Choi. 2016. User acceptance of wearable devices: An extended perspective of perceived value. Telematics and Informatics 33 2 (2016) 256\u2013269. 10.1016\/j.tele.2015.08.007","DOI":"10.1016\/j.tele.2015.08.007"},{"key":"e_1_3_3_2_84_2","doi-asserted-by":"publisher","unstructured":"Jyun-Yan Yang Li-Der Chou and Yao-Jen Chang. 2016. Electric-Vehicle Navigation System Based on Power Consumption. IEEE Transactions on Vehicular Technology 65 8 (2016) 5930\u20135943. 10.1109\/TVT.2015.2477369","DOI":"10.1109\/TVT.2015.2477369"},{"key":"e_1_3_3_2_85_2","doi-asserted-by":"publisher","DOI":"10.1145\/3290607.3312883"},{"key":"e_1_3_3_2_86_2","doi-asserted-by":"publisher","DOI":"10.1145\/3334480.3382935"},{"key":"e_1_3_3_2_87_2","doi-asserted-by":"publisher","unstructured":"Sebastian Zepf Javier Hernandez Alexander Schmitt Wolfgang Minker and Rosalind\u00a0W. Picard. 2020. Driver Emotion Recognition for Intelligent Vehicles: A Survey. Comput. Surveys 53 3 (July 2020) 1\u201330. 10.1145\/3388790","DOI":"10.1145\/3388790"}],"event":{"name":"IUI '26: 31st International Conference on Intelligent User Interfaces","location":"Paphos Cyprus","acronym":"IUI '26","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGAI ACM Special Interest Group on Artificial Intelligence"]},"container-title":["Proceedings of the 31st International Conference on Intelligent User Interfaces"],"original-title":[],"deposited":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T12:56:11Z","timestamp":1773492971000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3742413.3789158"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,3,22]]},"references-count":86,"alternative-id":["10.1145\/3742413.3789158","10.1145\/3742413"],"URL":"https:\/\/doi.org\/10.1145\/3742413.3789158","relation":{},"subject":[],"published":{"date-parts":[[2026,3,22]]},"assertion":[{"value":"2026-03-22","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}