Deliverables
The use of AI in AV human-factors research and human-factors requirements on AI based AV design.
Behavioural models explaining and predicting transparent negotiations between AVs and human road usersBehavioural models explaining and predicting transparent negotiations between AVs and human road users.
Long-term behavioural adaptation and learning curve of humans interacting with AVsAn extension of the human-factors methodological toolbox for human-AV interaction design research
An overview of current AV interface strategies (inside/outside)
Report presenting an overview of current AV interface strategies insideoutside
Design strategies and prototype HMI designs for cyclists, pedestrians and (non-automated) carsDesign strategies and prototype HMI designs for cyclists, pedestrians and (non-automated) cars.
Computational models of AV/VRU interaction for virtual simulation testing of AVsComputational models of AV/VRU interaction for virtual simulation testing of AVs.
Methodological framework for the modelling and empirical approachesPerceived safety and predictability of human/AV interactions
Design recommendations for acceptable, transparent and safe AVs in urban environments
Design recommendations for acceptable, transparent and safe AVs in urban environments.
In month 47, a final event will be organized to present the results of the project to allstakeholders. This event will target both academics and other stakeholders and provide an overview of each ESR’s research findings. In addition, a symposium, headed by an expert panel, will be held to discuss the relevance of different methodologiesfor addressing the role of driver behaviour in vehicle crashes. The added benefit of the research’s ability to increase knowledge in this area will be highlighted, and its relevance to industry and policy will be emphasised. The final product of this event willbe a special-issue journal publication, which will include a scientific paper from each ESR.
Host a special session at a high-quality peer-review scientific conferenceA special session at a major international conference (with peer-review procedures) will be organized around month 30 of the programme, where the intermediate resultsfrom each ESR’s project will be presented to an academic and scientific audience.
Stakeholder eventThe intermediate results of the research programme will be disseminated toan audience of policymakers and industrial stakeholders at a specific event. This event will include not only presentations from all ESRs, but also a one-day workshop. The event and workshop will add value to the ESR’s research project by guiding theresearch direction during the finalization of the project, and providing opportunities for added impact.
Publications
Author(s):
Tabone,W., & De Winter J. C. F.
Published in:
Royal Society Open Science, Issue Volume 10, issue 9, 2023, ISSN 2054-5703
Publisher:
Royal Society Open Science
DOI:
10.1098/rsos.231053
Author(s):
Sarang Jokhio; Pierluigi Olleja; Jonas Bärgman; Fei Yan; Martin Baumann
Published in:
IET Intelligent Transport Systems, Issue 18, 2024, Page(s) 393-408, ISSN 1751-956X
Publisher:
Institution of Engineering and Technology
DOI:
10.1049/itr2.12457
Author(s):
Zhang, C., & Berger, C.
Published in:
Transportation Research Procedia, Issue Volume 72, 2023, Page(s) 1653-1660, ISSN 2352-1465
Publisher:
Science Direct
DOI:
10.1016/j.trpro.2023.11.637
Author(s):
Kim S, He X, van Egmond R, Happee R.
Published in:
Transportation Research Part F: Traffic Psychology and Behaviour, Issue 103, 2024, Page(s) 404-419, ISSN 1369-8478
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.trf.2024.02.009
Author(s):
Figalová, Nikol; Chuang, Lewis L.; Pichen, Jürgen; Baumann, Martin; Pollatos, Olga; Riener, Andreas; Jeon (Philart), Myounghoon; Schroeter, Ronald
Published in:
Multimodal Technologies and Interaction, Issue vol. 6, issue 9, 2022, Page(s) 73, ISSN 2078-2489
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.20944/preprints202208.0346.v1
Author(s):
Peereboom, J., Tabone, W., Dodou, D. et al.
Published in:
Virtual Reality, Issue 28, 119, 2024, ISSN 1434-9957
Publisher:
Virtual Reality
DOI:
10.1007/s10055-024-01017-9
Author(s):
Peng, Chen; Horn, Stefanie; Madigan, Ruth; Marberger, Claus; Lee, John D; Krems, Josef F.; Beggiato, Matthias; Romano, Richard; Wei, Chongfeng; Wooldridge, Ellie; Happee, Riender; Hagenzieker, Marjan; Merat, Natasha
Published in:
Transportation Research Interdisciplinary Perspectives, Issue 24, 2024, ISSN 2590-1982
Publisher:
Elsevier
DOI:
10.1016/j.trip.2024.101070
Author(s):
Sarang Jokhio, Pierluigi Olleja, Jonas Bärgman, Fei Yan, Martin Baumann
Published in:
IET Intelligent Transport Systems, Issue 18, 2024, Page(s) 393-408, ISSN 1751-956X
Publisher:
Institution of Engineering and Technology
DOI:
10.1049/itr2.12457
Author(s):
Chen Peng, Stefanie Horn, Ruth Madigan, Claus Marberger, John D. Lee, Josef Krems, Matthias Beggiato, Richard Romano, Chongfeng Wei, Ellie Wooldridge, Riender Happee, Marjan Hagenzieker, Natasha Merat
Published in:
Transportation Research Interdisciplinary Perspectives, Issue 24, 2024, Page(s) 101070, ISSN 2590-1982
Publisher:
Elsevier
DOI:
10.1016/j.trip.2024.101070
Author(s):
Nikol Figalová, Lewis L. Chuang, Jürgen Pichen, Martin Baumann, Olga Pollatos
Published in:
Multimodal Technologies and Interaction, Issue 6, 2024, Page(s) 73, ISSN 2414-4088
Publisher:
MDPI
DOI:
10.3390/mti6090073
Author(s):
Xiaolin He, Jork Stapel, Meng Wang, Riender Happee
Published in:
Transportation Research Part F: Traffic Psychology and Behaviour, Issue 86, 2022, Page(s) 178-195, ISSN 1369-8478
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.trf.2022.02.016
Author(s):
Xiaolin He, Riender Happee, Meng Wang
Published in:
Transportation Research Part C: Emerging Technologies, Issue 166, 2024, Page(s) 104751, ISSN 0968-090X
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.trc.2024.104751
Author(s):
Chi Zhang, Zhongjun Ni, Christian Berger
Published in:
IEEE Transactions on Intelligent Vehicles, 2023, ISSN 2379-8858
Publisher:
IEEE
DOI:
10.1109/tiv.2023.3285804
Author(s):
Tabone,W., Happee, R., Garcia, J., Lee, Y. M., Lupetti, M. C., Merat, N., & De Winter, J. C. F.
Published in:
Transportation Research Part F: Traffic Psychology and Behaviour, Issue 94, 2023, Page(s) 170–189, ISSN 1369-8478
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.trf.2023.02.005
Author(s):
Berge, S. H., De Winter, J., Cleij, D., & Hagenzieker, M.
Published in:
Transportation Research Interdisciplinary Perspectives, Issue Volume 23, 2024, ISSN 2590-1982
Publisher:
Elsevier
DOI:
10.1016/j.trip.2023.100986
Author(s):
Amna Pir Muhammad; Eric Knauss; Jonas Bärgman
Published in:
Journal of Systems and Software (0164-1212) vol.205(2023), Issue 4, 2023, ISSN 0164-1212
Publisher:
Elsevier BV
DOI:
10.1016/j.jss.2023.111810
Author(s):
Nikol Figalová; Hans-Joachim Bieg; Julian Elias Reiser; Yuan-Cheng Liu; Martin Baumann; Lewis Chuang; Olga Pollatos
Published in:
International Journal of Human-Computer Studies, Issue 182, 2024, ISSN 1044-7318
Publisher:
Lawrence Erlbaum Associates Inc.
DOI:
10.1016/j.ijhcs.2023.103169
Author(s):
Ali Mohammadi; Giulio Bianchi Piccinini; Marco Dozza
Published in:
Accident Analysis and Prevention (0001-4575) vol.190(2023), Issue 23, 2023, ISSN 0001-4575
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.aap.2023.107156
Author(s):
Siri Hegna Berge, Joost de Winter, Marjan Hagenzieker
Published in:
Applied Ergonomics, 2023, Page(s) 18p, ISSN 0003-6870
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.apergo.2023.104043
Author(s):
He, X. (author); Stapel, J.C.J. (author); Wang, M. (author); Happee, R. (author)
Published in:
Transportation research part F: traffic psychology and behaviour, Issue 86, 2022, Page(s) 178-195, ISSN 1369-8478
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.trf.2022.02.016
Author(s):
Wilbert Tabone, Joost de Winter, Claudia Ackermann, Jonas Bärgman, Martin Baumann, Shuchisnigdha Deb, Colleen Emmenegger, Azra Habibovic, Marjan Hagenzieker, P.A. Hancock, Riender Happee, Josef Krems, John D. Lee, Marieke Martens, Natasha Merat, Don Norman, Thomas B. Sheridan, Neville A. Stanton
Published in:
Transportation Research Interdisciplinary Perspectives, Issue 9, 2021, Page(s) 100293, ISSN 2590-1982
Publisher:
Science direct
DOI:
10.1016/j.trip.2020.100293
Author(s):
Wilbert Tabone, Riender Happee, Yue Yang, Ehsan Sadraei, Jorge García de Pedro, Yee Mun Lee, Natasha Merat, Joost de Winter
Published in:
Frontiers in Virtual Reality, Issue 5, 2024, ISSN 2673-4192
Publisher:
Frontiers in Virtual Reality
DOI:
10.3389/frvir.2024.1353941
Author(s):
El Jouhri, A., El Sharkawy, A., Paksoy, H., Youssif, O., He, X., Kim, S., & Happee, R.
Published in:
Frontiers in Psychology, Issue 14, 2023, ISSN 1664-1078
Publisher:
Frontiers Research Foundation
DOI:
10.3389/fpsyg.2023.1128285
Author(s):
Sarang Jokhio; Pierluigi Olleja; Jonas Bärgman; Fei Yan; Martin Baumann
Published in:
IEEE Transactions on Intelligent Transportation Systems, Issue 21/11/2023, 2023, ISSN 1558-0016
Publisher:
Intelligent transportation systems
DOI:
10.1109/tits.2023.3329690
Author(s):
Chen Peng; Natasha Merat; Richard Romano; Foroogh Hajiseyedjavadi; Evangelos Paschalidis; Chongfeng Wei; Vishnu Radhakrishnan; Albert Solernou; Deborah Forster; Ewrin Boer
Published in:
Human Factors, Issue 4, 2022, ISSN 0018-7208
Publisher:
SAGE Publications
DOI:
10.1177/00187208221113448
Author(s):
Chi Zhang, Christian Berger
Published in:
IEEE Transactions on Intelligent Transportation Systems, 2023, ISSN 1524-9050
Publisher:
Institute of Electrical and Electronics Engineers
DOI:
10.1109/tits.2023.3281393
Author(s):
Ali Mohammadi, Giulio Bianchi Piccinini, Marco Dozza
Published in:
Accident Analysis & Prevention, Issue 190, 2023, Page(s) 107156, ISSN 0001-4575
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.aap.2023.107156
Author(s):
Mbelekani, N. Y., & Bengler, K.
Published in:
Information, Issue 14(10), 2023, Page(s) 519, ISSN 2078-2489
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/info14100519
Author(s):
Mbelekani, N.Y., & Bengler, K.
Published in:
Krömker, H. (eds) HCI in Mobility, Transport, and Automotive Systems. HCII 2023. Lecture Notes in Computer Science, Issue 14048, 2023, ISSN 1611-3349
Publisher:
Springer
DOI:
10.1007/978-3-031-35678-0_6
Author(s):
Markkula, G., Lin, Y. S., Srinivasan, A. R., Billington, J., Leonetti, M., Kalantari, A. H., Yang, Y., Lee, Y.M., Madigan, R., Merat, N.
Published in:
Proceedings of the National Academy of Sciences nexus, Issue 2 (6), 2023, ISSN 2752-6542
Publisher:
Oxford University Press
DOI:
10.1093/pnasnexus/pgad163
Author(s):
Siri Hegna Berge, Marjan Hagenzieker, Haneen Farrah, Joost de Winter
Published in:
Transportation Research Part F: Traffic Psychology and Behaviour, Issue 83, 2022, Page(s) 33-52, 20 p., ISSN 1369-8478
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.trf.2021.11.013
Author(s):
Kalantari, A. H., Yang, Y., de Pedro, J. G., Lee, Y. M., Horrobin, A., Solernou, A., Holmes, C., Merat, N., Markkula, G.
Published in:
Accident Analysis & Prevention,, Issue 186, 2023, ISSN 0001-4575
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.aap.2023.107050
Author(s):
Mbelekani, N.Y. & Bengler, K.
Published in:
Transportation Research Procedia, Issue 72, 2022, Page(s) 1349-1356, ISSN 2352-1465
Publisher:
Elsevier
DOI:
10.1016/j.trpro.2023.11.597
Author(s):
Sarang Jokhio, Marco Dürr, Jonas Bärgman, Martin Baumann
Published in:
Transportation Research Part F: Traffic Psychology and Behaviour, Issue 105, 2024, Page(s) 87-98, ISSN 1369-8478
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.trf.2024.06.025
Author(s):
Yuan-Cheng Liu; Nikol Figalová; Klaus Bengler
Published in:
Information, Issue 13(10), 2022, Page(s) 489, ISSN 2078-2489
Publisher:
Multidisciplinary Digital Publishing Institute (MDPI)
DOI:
10.3390/info13100489
Author(s):
Yue Yang, Yee Mun Lee, Ruth Madigan, Albert Solernou, Natasha Merat
Published in:
Transportation Research Part F: Traffic Psychology and Behaviour,, Issue 103, 2024, Page(s) 340-352, ISSN 1369-8478
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.trf.2024.04.022
Author(s):
Lu, C., He, X., van Lint, H., Tu, H., Happee, R., & Wang, M.
Published in:
Accident Analysis & Prevention, Issue 162, 2021, ISSN 0001-4575
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.aap.2021.106403
Author(s):
Chi Zhang, Amir Hossein Kalantari, Yue Yang, Zhongjun Ni, Gustav Markkula, Natasha Merat, Christian Berger
Published in:
2023 IEEE Symposium on Intelligent Vehicle, 2023, ISBN 979-8-3503-4691-6
Publisher:
IEEE
DOI:
10.1109/iv55152.2023.10186616
Author(s):
Siri Hegna Berge, Joost de Winter, Marjan Hagenzieker
Published in:
International Cycling Safety Conference (ICSC), 2023, Page(s) 189-191, 3p, ISBN 979-8-4007-0107-8
Publisher:
Technische Universität Dresden, “Friedrich List” Faculty of Transport and Traffic Sciences, Institute of Transport Planning and Road Traffic
DOI:
10.25368/2022.478
Author(s):
Mbelekani, N. Y., & Bengler, K.
Published in:
III. International Conference on Electrical, Computer and Energy Technologies (ICECET 2023). 16-17 November 2023, Cape Town-South Africa. IEEE, 2023
Publisher:
IEEE
DOI:
10.1109/icecet58911.2023.10389474
Author(s):
Chen Peng, Foroogh Hajiseyedjavadi, and Natasha Merat
Published in:
12th International Conference on Methods and Techniques in Behavioral Research and 6th Seminar on Behavioral Methods, Issue May 18-22 2022, 2022, ISBN 978-90-74821-94-0
Publisher:
www.measuringbehavior.org
DOI:
10.6084/m9.figshare.20066849.v1
Author(s):
Hans-Martin Heyn, Eric Knauss, Amna Pir Muhammad, Olof Eriksson, Jennifer Linder, Padmini Subbiah, Shameer Kumar Pradhan, Sagar Tungal
Published in:
2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN), 2021, Page(s) 89-96, ISBN 978-1-6654-4470-5
Publisher:
IEEE
DOI:
10.1109/wain52551.2021.00020
Author(s):
A. P. Muhammad, E. Knauss, J. Bärgman, and A. Knauss
Published in:
Proceedings of International Conference on Product-Focused Software Process Improvement (PROFES), 2023, Page(s) 511-526
Publisher:
Springer
DOI:
10.1007/978-3-031-49266-2_35
Author(s):
Figalová, N., Pichen, J., Chandrayan, V., Pollatos, O., Chuang, L. L., & Baumann, M.
Published in:
Adjunct Proceedings of the 15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2023, Page(s) 145-149
Publisher:
ACM
DOI:
10.1145/3581961.3609887
Author(s):
Figalová, N., Bieg, H.-J., Schulz, M., Pichen, J., Baumann, M., Chuang, L. L., & Pollatos, O.
Published in:
28th International Conference on Intelligent User Interfaces, 2023
Publisher:
ACM
DOI:
10.1145/3581754.3584133
Author(s):
Liu, Y. C., Figalova, N., Baumann, M., & Bengler, K.
Published in:
2023 IEEE Intelligent Vehicles Symposium, Issue IV, 2023, Page(s) 1-6
Publisher:
IEEE
DOI:
10.1109/iv55152.2023.10186567
Author(s):
Mohammadi A., Piccinini G., Dozza M.
Published in:
Contributions to the 10th International Cycling Safety Conference 2022 (ICSC2022), 2022
Publisher:
TU Dresden
DOI:
10.25368/2022.427
Author(s):
Chi Zhang, Christian Berger
Published in:
2022 8th International Conference on Control, Automation and Robotics (ICCAR), 2022, ISBN 978-1-6654-8116-8
Publisher:
IEEE, Arxiv
DOI:
10.1109/iccar55106.2022.9782673
Author(s):
Mbelekani, N. Y., & Bengler, K.
Published in:
III. International Conference on Electrical, Computer and Energy Technologies (ICECET 2023). 16-17 November 2023, Cape Town-South Africa. IEEE, 2023
Publisher:
IEEE
DOI:
10.1109/icecet58911.2023.10389238
Author(s):
Muhammad, A. P.; Knauss, E.; Batsaikhan, O.; Haskouri, N. E.; Lin, Y.-C. & Knauss, A.
Published in:
Proceedings of International Conference on Product-Focused Software Process Improvement (Profes),, 2023, Page(s) 73-89
Publisher:
Springer
DOI:
10.1007/978-3-031-21388-5_6
Author(s):
Siri Hegna Berge, Joost de Winter, Marjan Hagenzieker
Published in:
IUI '23 Companion: Companion Proceedings for the 28th International Conference on Intelligent User Interfaces, 2023, Page(s) 91-94, 3p, ISBN 979-8-4007-0107-8
Publisher:
ACM
DOI:
10.1145/3581754.3584140
Author(s):
Wilbert Tabone, Yee Mun Lee, Natasha Merat, Riender Happee, Joost de Winter
Published in:
13th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2021, Page(s) 209-218, ISBN 9781450380638
Publisher:
ACM
DOI:
10.1145/3409118.3475149
Author(s):
A. P. Muhammad, E. Knauss, J. Bärgman, and A. Knauss
Published in:
Proceedings of IEEE International Requirements Engineering Conference (RE’23), RE@Next! Track, 2023, Page(s) 347-352
Publisher:
IEEE
DOI:
10.1109/re57278.2023.00047
Author(s):
Amir Hossein Kalantari; Yue Yang; Yee Mun Lee; Natasha Merat; Gustav Markkula
Published in:
IEEE Access, Issue 11, 2023, Page(s) 110707-110723
Publisher:
IEEE
DOI:
10.1109/access.2023.3322959
Author(s):
Chi Zhang, Christian Berger, Marco Dozza
Published in:
2021 IEEE Symposium on Intelligent Vehicle, 2021, ISBN 978-1-7281-5394-0
Publisher:
IEEE Intelligent Vehicles Symposium (IV)
DOI:
10.1109/iv48863.2021.9575958
Author(s):
Yang, Y., Kalantari, A. H., Lee, Y. M., Solernou, A., Markkula, G., & Merat, N.
Published in:
15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2023 - Adjunct Conference Proceedings, 2023, Page(s) 327-329, ISBN 9798400701122
Publisher:
ACM International Conference Proceeding Series
DOI:
10.1145/3581961.3609852
Author(s):
Peng, C., Öztürk, İ., Nordhoff, S., Madigan, R., Hoogendoorn-Lanser, S., Hagenzieker, M., & Merat, N.
Published in:
Adjunct Proceedings of the 15th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2023, Page(s) 342-345, ISSN 0360-0300
Publisher:
Association for Computing Machinary, Inc.
DOI:
10.1145/3581961.3609853
Author(s):
Mbelekani, N. Y., & Bengler, K.
Published in:
Tareq Ahram and Waldemar Karwowski (eds) Emerging Technologies and Future of Work. AHFE (2023) International Conference., Issue 117, 2023
Publisher:
AHFE
DOI:
10.54941/ahfe1004415
Author(s):
Mbelekani, N.Y. & Bengler, K.
Published in:
Interdisciplinary Practice in Industrial Design, Issue 48, 2022, Page(s) 132-141, ISBN 978-1-958651-24-7
Publisher:
AHFE Open Access
DOI:
10.54941/ahfe1002025
Author(s):
Liu, Y. C., Figalová, N., Pichen, J., Hock, P., Baumann, M., & Bengler, K.
Published in:
Human Systems Engineering and Design (IHSED 2023): Future Trends and Applications, Issue 112, 2023
Publisher:
AHFE Open Access
DOI:
10.54941/ahfe1004172
Author(s):
Berge, S. H., De Winter, J., Feng, Y., & Hagenzieker, M.
Published in:
5th International Conference on Applied Human Factors and Ergonomics, Nice, France, 2024
Publisher:
5th International Conference on Applied Human Factors and Ergonomics, Nice, France
Author(s):
Block, A., Joshi, S., Tabone, W., Pandya A., Lee, S., Patil, V., Britten, N., & Schmitt, P.
Published in:
Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), 2023, ISBN 979-8-3503-3670-2
Publisher:
IEEE
DOI:
10.1109/ro-man57019.2023.10309535
Author(s):
Aleva, T., Tabone, W., Dudou, D., & De Winter J.C.F.
Published in:
Frontiers in Robotics and AI, Issue 11, 2024
Publisher:
Frontiers
DOI:
10.3389/frobt.2024.1324060
Author(s):
Figalová, N., Pichen, J., L Chuang, L., Baumann, M., & Pollatos, O.
Published in:
Neuroergonomics and Cognitive Engineering, Issue 42, 2022
Publisher:
AHFE (2022) International Conference. AHFE Open Access
DOI:
10.54941/ahfe1001825
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