Moritz Held (M.Sc.)
Kontakt
Moritz Held (M.Sc.)
Research Interests
Modeling driving and cognitive load
As autonomous or heavily assisted driving is becoming a realistic near-future scenario, it is important to ensure that human and machine are cooperating properly in critical driving situations. In this project I am developing a cognitive model to investigate the effects of cognitive load on decision making strategies in cooperative human machine systems while driving. This project is in close collaboration with Dr. Jelmer Borst of the department for Artificial Intelligence at the Faculty of Science and Engineering of the Rijksuniversiteit Groningen.
Publications
Journal Publications:
Held, M., Minculescu, A., Rieger, J. W., & Borst, J. P. (2024). Preventing mind-wandering during driving: Predictions on potential interventions using a cognitive model. International Journal of Human-Computer Studies, 181, 103164. https://doi.org/10.1016/j.ijhcs.2023.103164
Damm, W., Hess, D., Schweda, M., Sztipanovits, J., Bengler, K., Biebl, B., ... & Veith, E. (2023). A Reference Architecture of Human Cyber-Physical Systems–PART I: Fundamental Concepts. ACM Transactions on Cyber-Physical Systems. https://doi.org/10.1145/3622879
Bengler, K., Damm, W., Luedtke, A., Rieger, J., Austel, B., Biebl, B., ... & Veith, E. (2023). A References Architecture for Human Cyber Physical Systems-PART II: Fundamental Design Principles for Human-CPS Interaction. ACM Transactions on Cyber-Physical Systems. https://doi.org/10.1145/3622880
Damm, W., Fränzle, M., Kerscher, A. J., Forrest, L., Bengler, K., Biebl, B., ... & Veith, E. (2023). A REFERENCE ARCHITECTURE OF HUMAN CYBER-PHYSICAL SYSTEMS–PART III: SEMANTIC FOUNDATIONS. ACM Transactions on Cyber-Physical Systems. https://doi.org/10.1145/3622881
Held, M., Minculescu, A., Rieger, J. W., & Borst, J. P. (2023). Preventing mind-wandering during driving: Predictions on potential interventions using a cognitive model. International Journal of Human-Computer Studies. https://doi.org/10.1016/j.ijhcs.2023.103164
Held, M., Rieger, J. W., & Borst, J. P. (2022). Multitasking While Driving: Central Bottleneck or Problem State Interference? Human Factors. https://doi.org/10.1177/00187208221143857
Conference submissions:
Poster/Abstracts:
Held, M., Borst, J., Unni, A., & Rieger, J. W. (2021, July). Utilizing ACT-R to investigate interactions between working memory and visuospatial attention while driving. Paper presented at Virtual MathPsych/ICCM 2021. Via mathpsych.org/presentation/573.
Földes-Cappellotto, N., Held, M., Baumann, M., & Stoll, T. (2021, July). Criticality perception in dynamic traffic scenarios: an ACT-R model. Paper presented at Virtual MathPsych/ICCM 2021. Via mathpsych.org/presentation/579.
Held, M., Borst, J., & Rieger, J. W. (2022, July). Multitasking while driving: central bottleneck or problem state interference? Paper presented at In-Person MathPsych/ICCM 2022. Via mathpsych.org/presentation/805.
Held, M., Minculescu, A., Rieger, J. W., & Borst, J. (2023). Using cognitive models to test interventions against mind-wandering during driving. Abstract published at MathPsych/ICCM/EMPG 2023. Via mathpsych.org/presentation/1095.
Talks:
Held, M., Borst, J., Unni, A., & Rieger, J. W. (2021). Utilizing ACT-R to investigate interactions between working memory and visuospatial attention while driving [conference presentation]. Tagung für experimentell arbeitende Psychologen 2021, Ulm, Germany.
Held, M., Borst, J., Unni, A., & Rieger, J. W. (2022). Utilizing ACT-R to investigate interactions between working memory and visuospatial attention while driving [conference presentation]. Tagung für experimentell arbeitende Psychologen 2021, Ulm, Germany.
Földes, N., Held, M., Stoll, T., & Baumann, M. (2022). Challenges in modeling situation awareness and criticality estimation in driving based on a video-study: An ACT-R model models [conference presentation]. Tagung für experimentell arbeitende Psychologen 2022, Cologne, Germany.
Held, M., Borst, J., Unni, A., & Rieger, J. W. (2022). Dealing with highly dynamic models: How behavioral and neuroimaging data can guide the modeling process in applied driving models [conference presentation]. Tagung für experimentell arbeitende Psychologen 2022, Cologne, Germany.
Held, M., Borst, J., Unni, A., & Rieger, J. W. (2023). A cognitive model testing different interventions to prevent harmful mind-wandering during driving [conference presentation]. Tagung für experimentell arbeitende Psychologen 2023, Trier, Germany.
Symposia
Russwinkel, N., Rieger, J.W., & Ragni, M. (2022). Experimental validation of cognitive modeling. Tagung für experimentell arbeitende Psychologen 2022, Cologne, Germany.
Held, M., Rieger, J.W. (2023). Modeling and experimental validation in real-life environments. Tagung für experimentell arbeitende Psychologen 2023, Trier, Germany.
CV
- Joint PhD Degree between the Applied Neurocognitive Psychology Lab (University of Oldenburg) and the Artificial Intelligence Department (University of Groningen): 08.2020 - present
- Supervisor: Dr. Jelmer Borst, Prof. Jochem Rieger
- M. Sc. Neurocognitive Psychology, University of Oldenburg: 10.2017 – 08.2020
- Thesis: Utilizing ACT-R to investigate Interactions between Working Memory and Visuospatial Attention in fNIRS while Driving
- B. Sc. Psychology, MSH Hamburg: 10.2014 – 09.2017
