Publications
2025
Scholarly publications
Janssen, C., Murtinu, S., Cox, A., & O'neill, J. (2025).
What Makes a Good Workplace? Tasks, Trust, Time-Off and Differences. In
CHIWORK 2025 - Adjunct Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work (pp. 1-2). Article 1 (CHIWORK 2025 - Adjunct Proceedings of the 4th Annual Symposium on Human-Computer Interaction for Work). Association for Computing Machinery.
[DOI] [Portal] Stuut, R., van Doorn, E.
, van der Stigchel, S., & Janssen, C. (2025).
Eyes on the bridge: The effect of a systematic viewing protocol in remote nautical object control. In
Proceedings of the Human Factors and Ergonomics Society Annual Meeting Human Factors and Ergnomics Society. Advance online publication.
[DOI] Janssen, C., Boll, S. C. J., Kun, A. L., & Shaer, O. (2025).
The Future of Work in Mobility and Transportation. In
Extended abstracts of The Symposium on Human-Computer Interaction for Work Association for Computing Machinery.
[Portal] Marçal Russo, L., Dane, G.
, Helbich, M., Ligtenberg, A., Filomena, G.
, Janssen, C. P., Koeva, M., Nourian, P., Patuano, A., Raposo, P.
, Thompson, K., Yang, S.
, & Verstegen, J. A. (2025).
Do urban digital twins need agents? Environment and Planning B: Urban Analytics and City Science. Advance online publication.
[DOI] Stuut, R., Janssen, C. P., Van der Stigchel, S., & Van Doorn, E. (2025).
Lock Operations Through the Operator’s Eyes: A Qualitative Exploration of Gaze Strategies.
Journal of Cognitive Engineering and Decision Making,
19(1), 57-75.
[DOI] [Portal] Professional publications
Janssen, C. (2025). Mens-AI-interactie in mobiliteit. Tijdschrift voor Human Factors, 50(2), 10-14.
2024
Scholarly publications
Ebel, P., Bazilinskyy, P., Colley, M., Goodridge, C. M., Hock, P.
, Janssen, C. P., Sandhaus, H., Srinivasan, A. R., & Wintersberger, P. (2024).
Changing Lanes Toward Open Science: Openness and Transparency in Automotive User Research. In
AutomotiveUI '24: Proceedings of the 16th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (pp. 94-105). Association for Computing Machinery.
[DOI] [Portal]Ch, N. A. N., Fortier, J.
, Janssen, C. P., Shaer, O., Mills, C., & Kun, A. L. (2024).
Text a Bit Longer or Drive Now? Resuming Driving after Texting in Conditionally Automated Cars. In
Proceedings of the 16th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (pp. 13-22). Association for Computing Machinery.
[DOI] [Portal]Janssen, C. P., Schutte, I.
, & Kenemans, J. L. (2024).
Does level of cognitive load affect susceptibility? International Journal of Psychophysiology,
205, Article 112443.
[DOI] [Portal] Gerber, M. A., Schroeter, R., Johnson, D.
, Janssen, C. P., Rakotonirainy, A., Kuo, J., & Lenne, M. G. (2024).
An Eye Gaze Heatmap Analysis of Uncertainty Head-Up Display Designs for Conditional Automated Driving. In
CHI 2024: Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems Article 258 (Conference on Human Factors in Computing Systems - Proceedings). Association for Computing Machinery.
[DOI] [Portal]Janssen, C., Praetorius, L., & Borst, J. (2024).
PREDICTOR: a tool to predict the timing of the take-over response process in semi-automated driving.
Transportation Research Interdisciplinary Perspectives,
27, Article 101192.
[DOI] [Portal] Bezou Vrakatseli, E.
, Prakken, H., & Janssen, C. (2025).
Experimental evaluation of gradual argument acceptability semantics: The case of reinstatement.
Argument and Computation,
303-323. Advance online publication.
[DOI] [Portal]Janssen, C. P., Baumann, M., & Oulasvirta, A. (2024).
Computational models of cognition for human-automated vehicle interaction: State-of-the-art and future directions.
International Journal of Human Computer Studies,
185, Article 103230.
[DOI] [Repository] 2022
Scholarly publications
Collective, C., Karusala, N., Ch, N. A. N., Tosca, D., Ansah, A. A., Brulé, E., Fereydooni, N., Huang, L. E., Ismail, A., Jain, P., Khoo, Y. X., Muñoz, I., Schartmüller, C., Verma, H., Vyas, P., Boll, S. C. J., Fox, S. E., Raval, N., Wilson, M. L., ... Kun, A. L. (2022).
Human-Computer Interaction and the Future ofWork. In
CHI 2022 - Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems (pp. 1-3). Article 162 (Conference on Human Factors in Computing Systems - Proceedings). Association for Computing Machinery.
[DOI] [Portal]Nunner, H., Przepiorka, W., & Janssen, C. (2022).
The Role of Reinforcement Learning in the Emergence of Conventions: Simulation Experiments with the Repeated Volunteer’s Dilemma.
Journal of Artificial Societies and Social Simulation,
25(1), 1-29. Article 7.
[DOI] [Repository] van der Heiden, R., Kenemans, L., Janssen, C., & Donker, S. (2022).
The Effect of Cognitive Load on Auditory Susceptibility During Automated Driving.
Human Factors,
64(7), 1195–1209.
[DOI] [Repository] 2021
Scholarly publications
Koevoet, D., Janssen, C., & Kenemans, L. (2021). Frontal event-related potentials predict lapses of sustained attention.
Janssen, C., Schutte, I., & Kenemans, L. (2021). Do levels of cognitive load affect susceptibility? An investigation using the frontal P3 ERP.
van Maanen, L., van der Heiden, R., Bootsma, S.
, & Janssen, C. (2021).
Identifiability and Specificity of the Two-Point Visual Control Model of Steering.
Proceedings of the Annual Conference of the Cognitive Science Society,
43, 237-243.
https://escholarship.org/uc/item/8dt2302r [Repository] Bremers, A. W. D., Yöntem, A. Ö., Li, K., Chu, D., Meijering, V.
, & Janssen, C. P. (2021).
Perception of perspective in augmented reality head-up displays.
International Journal of Human Computer Studies,
155, 1-13. Article 102693.
[DOI] [Repository]Clausen, S., Tajadura-Jiménez, A.
, Janssen, C. P., & Bianchi-Berthouze, N. (2021).
Action Sounds Informing Own Body Perception Influence Gender Identity and Social Cognition.
Frontiers in Human Neuroscience,
15, 1-14. Article 688170.
[DOI] [Repository]Edwards, J., Janssen, C., Gould, S., & Cowan, B. R. (2021).
Eliciting Spoken Interruptions to Inform Proactive Speech Agent Design. In
CUI '21: CUI 2021 - 3rd Conference on Conversational User Interfaces (pp. 1-12). Article 23 Association for Computing Machinery.
[DOI] [Repository] Edwards, J., Wintersberger, P., Clark, L., Rough, D., Doyle, P. R., Banks, V., Wyner, A.
, Janssen, C. P., & Cowan, B. R. (2021).
CUI @ Auto-UI: Exploring the Fortunate and Unfortunate Futures of Conversational Automotive User Interfaces. In
AutomotiveUI '21 Adjunct: 13th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (pp. 186-189). Association for Computing Machinery.
[DOI] [Repository] Jeon, M., Zhang, Y., Jeong, H.
, Janssen, C., & Bao, S. (2021).
Computational Modeling of Driving Behaviors: Challenges and Approaches. In
AutomotiveUI '21 Adjunct: 13th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (pp. 160-163). Association for Computing Machinery.
[DOI] [Repository]Van Den Berg, M. S., Thijs, B., Pfleging, B.
, & Janssen, C. P. (2021).
Should Automated Features Warn, Assist, or Take Control? In
AutomotiveUI '21 Adjunct: 13th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (pp. 39-42). Association for Computing Machinery.
[DOI] [Repository]Nagaraju, D., Ansah, A., Al Nahin Ch, N., Mills, C.
, Janssen, C. P., Shaer, O., & Kun, A. L. (2021).
How will drivers take back control in automated vehicles? A driving simulator test of an interleaving framework. In
AutomotiveUI '21: 13th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (pp. 20-27). Association for Computing Machinery.
[DOI] [Repository]Bezou Vrakatseli, E.
, Prakken, H., & Janssen, C. (2021).
New experiments on reinstatement and gradual acceptability of arguments. In L. Amgoud, & R. Booth (Eds.),
Proceedings of the 19th International Workshop on Nonmonotonic Reasoning (pp. 109-118)
[Repository]Professional publications
Janssen, C., Donker, S., Hessels, R., Hooge, I., Kenemans, L., & van der Stigchel, S. (2021).
De invloed van frequente aanduiding van maximumsnelheid boven de weg op het gedrag van de weggebruiker: literatuuronderzoek. Rijkswaterstaat.
https://puc.overheid.nl/rijkswaterstaat/doc/PUC_641182_31/ [Repository] 2020
Scholarly publications
Sadeghian Borojeni, S., Meschtscherjakov, A., Pfleging, B., Donmez, B., Riener, A.
, Janssen, C. P., Kun, A. L., Ju, W., Remy, C., & Wintersberger, P. (2020).
Should I Stay or Should I Go? Automated Vehicles in the Age of Climate Change. In
CHI EA '20: Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems Article 3375162 Association for Computing Machinery.
[DOI] [Repository]Janssen, C. P., Boyle, L., Ju, W., Riener, A., & Alvarez, I. (2020).
Agents, Environments, Scenarios: A Framework for Examining Models and Simulations of Human-Vehicle Interaction.
Transportation Research Interdisciplinary Perspectives,
8, Article 100214.
[DOI] [Repository] Hillege, R. H. L., Lo, J.
, Janssen, C. P., & Romeijn, N. (2020).
The Mental Machine: Classifying Mental Workload State from Unobtrusive Heart Rate- measures using Machine Learning. In R. A. Sottilare, & J. Schwarz (Eds.),
HCI International (Lecture Notes in Computer Science; Vol. 12214). Springer.
[DOI] [Repository]van der Heiden, R. M. A., Janssen, C. P., Donker, S. F., & Kenemans, J. L. (2020).
The influence of cognitive load on susceptibility to audio.
Acta Psychologica,
205, Article 103058.
[DOI] [Repository] Janssen, C. P., & Kun, A. (2020).
Automated Driving: Getting and Keeping the Human in the Loop.
Interactions, 62-65.
[DOI] [Repository] Professional publications
Janssen, C. P., Nouwen, R. W. F., Overvliet, K. E., Adriaans, F. W., Stuit, S. M., Deoskar, T., & Harvey, B. M. (2020).
Multidisciplinary and interdisciplinary teaching in the Utrecht AI program: Why and how? IEEE Pervasive Computing,
19(2), 63-68.
[DOI] [Repository] 2019
Scholarly publications
Janssen, C. P., Donker, S. F., Chuang, L. L., & Ju, W. (2019). Chair’s welcome. Proceedings - 11th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2019, IV-V.
Janssen, C. P., Donker, S. F., Chuang, L., & Ju, W. (2019). Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications. Association for Computing Machinery.
Janssen, C. P., Kun, A., Brewster, S., Boyle, L., Brumby, D. P., & Chuang, L. (2019).
Exploring the concept of the (future) mobile office. In C. Janssen, S. Donker, L. Chuang, & W. Ju (Eds.),
Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications: Adjunct Proceedings (pp. 465-467). Association for Computing Machinery.
[DOI] [Repository] Janssen, C. P., van der Heiden, R. M. A., Donker, S. F., & Kenemans, J. L. (2019).
Measuring susceptibility to alerts while encountering mental workload. In C. Janssen, S. Donker, L. Chuang, & W. Ju (Eds.),
AutomotiveUI '19: Proceedings of the 11th International Conference on Automotive User Interfaces and Interactive Vehicular Applications: Adjunct Proceedings (pp. 415–420). Association for Computing Machinery.
[DOI] [Repository] Janssen, C. P., Iqbal, S. T., Kun, A.
, & Donker, S. F. (2019).
Interrupted by my car? Implications of interruption and interleaving research for automated vehicles.
International Journal of Human Computer Studies,
130, 221-233.
[DOI] [Repository] Janssen, C. P., Donker, S. F., Brumby, D. P., & Kun, A. (2019).
History and Future of Human-Automation Interaction.
International journal of human-computer studies,
131, 99-107.
[DOI] [Repository] Sadeghian Borojeni, S., Meschtscherjakov, A., Pfleging, B., Ju, W., Flemisch, F.
, Janssen, C. P., Kun, A., & Riener, A. (2019).
Looking into the Future: Weaving the Threads of Vehicle Automation. In
Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems Article W08 Association for Computing Machinery.
[DOI] [Repository]Janssen, C. P., Everaert, E., Hendriksen, H., Mensing, G., Tigchelaar, L.
, & Nunner, H. (2019).
The influence of rewards on (sub-)optimal interleaving.
PLoS One,
14(3), Article e0214027.
[DOI] [Repository] Brumby, D. P.
, Janssen, C. P., & Mark, G. (2019).
How do interruptions affect productivity? In C. Sadowski, & T. Zimmermann (Eds.),
Rethinking productivity in software engineering (pp. 85-107). Apress.
[DOI] [Repository]Janssen, C. P., Boyle, L., Kun, A., Ju, W., & Chuang, L. (2019).
A Hidden Markov Framework to Capture Human-Machine Interaction in Automated Vehicles.
International Journal of Human Computer Interaction,
35(11), 947-955.
[DOI] [Repository] van der Heiden, R. M. A., Janssen, C. P., Donker, S. F., & Merkx, C. (2019).
Visual In-car Warnings: How Fast Do Drivers Respond? Transportation Research Part F: Traffic Psychology and Behaviour,
65, 748-759.
[DOI] [Repository] 2018
Scholarly publications
Chuang, L.
, Donker, S. F., Kun, A.
, & Janssen, C. P. (2018).
Workshop on The Mobile Office. In
Adjunct Proceedings of the 10th International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI '18) (pp. 10-16). Association for Computing Machinery.
[DOI] [Repository]Kun, A., van der Meulen, H.
, & Janssen, C. P. (2018).
Calling while Driving using Augmented Reality: Blessing or Curse? Presence: Teleoperators and Virtual Environments,
27(1), 1-14.
[DOI] [Repository]van der Heiden, R. M. A., Janssen, C. P., Donker, S. F., Hardeman, L. E. S., Mans, K.
, & Kenemans, J. L. (2018).
Susceptibility to audio signals during autonomous driving.
PLoS One,
13(8), 1-16. Article e0201963.
[DOI] [Repository] Farmer, G. D.
, Janssen, C. P., Nguyen, A. T., & Brumby, D. P. (2018).
Dividing attention between tasks: Testing whether explicit payoff functions elicit optimal dual-task performance.
Cognitive Science,
42(3), 820-849.
[DOI] [Repository]Other output
Janssen, C. P., & Donker, S. F. (2018). Autonoom rijden: wat kunnen we leren van interruptie onderzoek?. Abstract from Verkeersgedragdag, Leeuwarden, Netherlands.
2017
Scholarly publications
Poos, J., van den Bosch, K.
, & Janssen, C. P. (2017).
Battling Bias: Effects of Training and Training Context.
Computers & Education,
111, 101-113.
[DOI] [Repository]Janssen, C. P., Kun, A., & van der Meulen, H. (2017).
Calling while driving: an initial experiment with hololens. In
Proceedings of the Ninth International Driving Symposium on Human Factors in Driver Assessment, Training and Vehicle Design [Repository] van der Heiden, R. M. A., Iqbal, S. T.
, & Janssen, C. P. (2017).
Priming Drivers before Handover in Semi-Autonomous Cars. In
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (pp. 392-404). (Proceedings of the SIGCHI conference on Human Factors in Computing Systems). Association for Computing Machinery.
[DOI] [Repository] Other output
van der Heiden, R. M. A., Iqbal, S. T., & Janssen, C. P. (2017). Hoe kunnen voorwaarschuwingen (pre-alerts) bestuurders voorbereiden op een overdracht van controle in zelfrijdende auto’s. Abstract from Verkeersgedragdag, The Hague, Netherlands.
Janssen, C. P., van der Heiden, R. M. A., Hardeman, L. E. S., & Mans, K. (2017). Hoe goed detecteert het brein signalen in (semi-autonoom) rijden?. Abstract from Verkeersgedragdag, The Hague, Netherlands.
2016
Scholarly publications
Janssen, C. P., & Verghese, P. (2016).
Training eye movements for visual search in individuals with macular degeneration.
Journal of Vision,
16(15), 1-20. Article 29.
[DOI] [Repository] van der Meulen, H., Kun, A.
, & Janssen, C. P. (2016).
Switching back to manual driving: How does it compare to simply driving away after parking? In
Proceedings of the Automotive User Interfaces conference (pp. 229-236)
[DOI] [Repository]Other output
Janssen, C. P. (2016). Using cognitive models to understand in-car distraction. Abstract from International Neuroergonomics Conference, Paris, France.
Van Hooijdonnk, I., Merkx, C., Beumer, S., & Janssen, C. P. (2016). Stoppen voor rood licht? Dat is een brug te ver! Onderzoek naar mogelijke invloeden op roodlichtnegatie door langzaam verkeer bij bruggen. Abstract from Verkeersgedragdag, Nijmegen, Netherlands.
van der Heiden, R. M. A., Janssen, C. P., Visser-Goossens, L., & Merkx, C. (2016). Visuele in-car waarschuwingen: hoe snel reageren bestuurders?. Abstract from Verkeersgedragdag, Nijmegen, Netherlands.
2015
Scholarly publications
Janssen, C. P., & Kenemans, J. L. (2015).
Multitasking in Autonomous Vehicles: Ready to Go? In
3rd Workshop on User Experience of Autonomous Vehicles at AutoUI ’15 Association for Computing Machinery.
[Repository] Kun, A., Gable, T. M., Green, P. A., Reimer, B.
, Janssen, C. P., Froehlich, P., Heeman, P. A., Miller III, W. T., Iqbal, S. T., & Tashev, I. (2015).
CLW 2015: The Fifth Workshop on Cognitive Load and In-Vehicle Human-Machine Interaction. In
CLW 2015: The Fifth Workshop on Cognitive Load and In-Vehicle Human-Machine Interaction Association for Computing Machinery.
http://clw.hciunh.org/ [Repository]Janssen, C., & Brumby, D. P. (2015).
Strategic Adaptation to Task Characteristics, Incentives, and Individual Differences in Dual-Tasking.
PLoS One,
10(7), 1-32. Article e0130009.
[DOI] [Repository] Janssen, C., Gould, S. J. J., Li, S. Y. W., Cox, A. L., & Brumby, D. P. (2015).
Integrating Knowledge of Multitasking and Interruptions Across Different Perspectives and Research Methods.
International journal of human-computer studies,
79, 1-5.
[DOI] [Repository] Janssen, C., & Verghese, P. (2015).
Stop before you saccade: Looking into an artificial peripheral scotoma.
Journal of Vision,
15(7), 1-19.
[DOI] Other output
Janssen, C. P., Everaert, E., Hendriksen, H., Mensing, G., & Tigchelaar, L. (2015). Should I Stay or Should I Go? How Reward Functions Influence Discretionary Task Interleaving. Abstract from NVP Winter Conference 2015, Egmond aan Zee, Netherlands.
van der Heiden, R. M. A., Janssen, C. P., Visser-Goossens, L., & Merkx, C. (2015). Visual in-car warnings: how fast do drivers respond?. Abstract from NVP Winter Conference 2015, Egmond aan Zee, Netherlands.
2014
Scholarly publications
Howes, A., Cowan, B. R.
, Janssen, C. P., Cox, A. L., Cairns, P., Hornof, A. J., Payne, S. J., & Pirolli, P. (2014).
Interaction science SIG: Overcoming challenges. In
Conference on Human Factors in Computing Systems (pp. 1127-1130). Association for Computing Machinery.
[DOI]Janssen, C. P., Iqbal, S. T., & Ju, Y.-C. (2014).
Sharing a Driver's Context With a Caller via Continuous Audio Cues to Increase Awareness About Driver State.
Journal of Experimental Psychology: Applied,
20(3), 270-284.
[DOI] 2012
Scholarly publications
Janssen, C. P., & Gray, W. D. (2012).
When, What, and How Much to Reward in Reinforcement Learning-Based Models of Cognition.
Cognitive Science,
36(2), 333-358.
[DOI] Janssen, C. P., Brumby, D. P., & Garnett, R. (2012).
Natural Break Points: The Influence of Priorities and Cognitive and Motor Cues on Dual-Task Interleaving.
Journal of Cognitive Engineering and Decision Making,
6(1), 5-29.
[DOI] Janssen, C. P., Howes, A., & Brumby, D. P. (2012). Towards optimal payoff manipulations. In Proceedings of the 11th International Conference on Cognitive Modeling, ICCM 2012 (pp. 140-141)
2011
Scholarly publications
Brumby, D. P., Davies, S. C. E.
, Janssen, C. P., & Grace, J. J. (2011).
Fast or safe? How performance objectives determine modality output choices while interacting on the move. In
Conference on Human Factors in Computing Systems (pp. 473-482)
[DOI]Janssen, C. P., Brumby, D. P., Dowell, J., Chater, N., & Howes, A. (2011).
Identifying optimum performance trade-offs using a cognitively bounded rational analysis model of discretionary task interleaving.
Topics in Cognitive Science,
3(1), 123-139.
[DOI] Janssen, C. P. (2011).
Understanding multitasking as an adaptive strategy selection process. In
Conference on Human Factors in Computing Systems (pp. 1041-1044)
[DOI] 2010
Scholarly publications
Janssen, C. P., & Brumby, D. P. (2010).
Strategic adaptation to performance objectives in a dual-task setting. Cognitive Science,
34(8), 1548-1560.
[DOI] Brumby, D. P., Del Rosario, N., & Janssen, C. P. (2010). When to switch? Understanding how performance tradeoffs shape dual-task strategy. In Proceedings of the 10th International Conference on Cognitive Modeling, ICCM 2010 (pp. 19-24)
Janssen, C. P., Brumby, D. P., & Garnett, R. (2010).
Natural break points: Utilizing motor cues when multitasking. In
Proceedings of the Human Factors and Ergonomics Society (Vol. 1, pp. 482-486)
[DOI] Janssen, C. P. (2010). Understanding strategic adaptation in multitask settings. In Proceedings of the 10th International Conference on Cognitive Modeling, ICCM 2010 (pp. 309-310)
Janssen, C. P., Brumby, D. P., Dowell, J., & Chater, N. (2010). A cognitively bounded rational analysis model of dual-task performance trade-offs. In Proceedings of the 10th International Conference on Cognitive Modeling, ICCM 2010 (pp. 103-108)
2007
Scholarly publications
Janssen, C. P., & Van Rijn, H. (2007). Taking the Teacher's perspective for user modeling in complex domains. In Proceedings ABIS 2007 - 15th Workshop on Adaptivity and User Modeling in Interactive Systems (pp. 343-348)