
Jana Gonnermann-Müller
I am interested in exploring how agentic AI, machine learning, and human-centered design can be integrated to develop adaptive, personalized systems for learning, decision-making, and broader societal impact. I use experimental methods and prototype evaluation to investigate these systems in practice. Currently, my work focuses on LLM-based educational tools and agentic simulations.
📬 Contact
- office
- Room 3023 at ZIB
- gonnermann-mueller (at) zib.de
- languages
- German and English
🎓 Curriculum vitae
- since 2025
- Researcher at ZIB
- since 2022
- Researcher at WI
- 2021 to 2025
- Researcher at UP
- Jul 2025
- Ph.D. in Business Informatics at UP
- Oct 2020
- M.Sc. in Psychology at HUB
- Oct 2017
- B.Sc. in Psychology at HUB
📝 Publications and preprints
Preprints
- Gonnermann-Müller, J., Haase, J., Fackeldey, K., and Pokutta, S. (2025). FACET:Teacher-Centred LLM-Based Multi-Agent Systems-Towards Personalized Educational Worksheets.
[arXiv]
[BibTeX]
@misc{2025_JanaHaaseFackeldeyPokutta_Facetllm_2508-11401, archiveprefix = {arXiv}, eprint = {2508.11401}, primaryclass = {cs.HC}, year = {2025}, author = {Gonnermann-Müller, Jana and Haase, Jennifer and Fackeldey, Konstantin and Pokutta, Sebastian}, title = {FACET:Teacher-Centred LLM-Based Multi-Agent Systems-Towards Personalized Educational Worksheets}, date = {2025-08-15} }
Conference proceedings
- Gonnermann-Müller, J., Sahling, K., and Haase, J. (2025). Proceedings of the CHI Conference on Human Factors in Computing Systems.
[BibTeX]
@inproceedings{2025_GonnermannSahlingHaase_Letsberealistic, year = {2025}, booktitle = {Proceedings of the CHI Conference on Human Factors in Computing Systems}, author = {Gonnermann-Müller, Jana and Sahling, Kristina and Haase, Jennifer}, title = {} } - Schummel, P., Teichmann, M., and Gonnermann-Müller, J. (2025). Specifying Ten Roles of Using Chatgpt in Secondary Education: a Teacher´s Perspective. Proceedings of the European Conference on Information Systems.
[BibTeX]
@inproceedings{2025_SchummelTeichmannGonnermann_Sepcifying, year = {2025}, booktitle = {Proceedings of the European Conference on Information Systems}, author = {Schummel, Philip and Teichmann, Malte and Gonnermann-Müller, Jana}, title = {Specifying Ten Roles of Using Chatgpt in Secondary Education: a Teacher´s Perspective} } - Gonnermann-Müller, J., Leins, N., Gronau, N., and Kosch, T. (2024). Value by Design: Reducing Cognitive Load by Using Visual Guidance in Augmented RealityAn Eye-Tracking Study. Proceedings of the International Conference on Information Systems.
[BibTeX]
@inproceedings{2024_GonnermannLeinsGronauKosch_Valuebydesign, year = {2024}, booktitle = {Proceedings of the International Conference on Information Systems}, author = {Gonnermann-Müller, Jana and Leins, Nicolas and Gronau, Norbert and Kosch, Thomas}, title = {Value by Design: Reducing Cognitive Load by Using Visual Guidance in Augmented RealityAn Eye-Tracking Study} } - Gonnermann-Müller, J., Brandenburger, B., Vladova, G., and Gronau, N. (2023). To What Extent Can Individualisation in Terms of Different Types of Mode Improve Learning Outcomes and Learner Satisfaction? A Pre-study. Proceedings of the Hawaii International Conference on System Sciences.
[BibTeX]
@inproceedings{2023_GonnermannBrandenburgerVladovaGronau_Towhatextendcanindividualisation, year = {2023}, booktitle = {Proceedings of the Hawaii International Conference on System Sciences}, author = {Gonnermann-Müller, Jana and Brandenburger, Bonny and Vladova, Gergana and Gronau, Norbert}, title = {To What Extent Can Individualisation in Terms of Different Types of Mode Improve Learning Outcomes and Learner Satisfaction? A Pre-study} }
Full articles
- Gonnermann-Müller, J., and Krüger, J. M. (2024). Unlocking Augmented Reality Learning Design Based on Evidence From Empirical Cognitive Load Studies—A Systematic Literature Review. Journal of Computer Assisted Learning.
DOI: 10.1111/jcal.13095
[BibTeX]
@article{2024_Gonnermannkrüger_unlockingARdesign, year = {2024}, journal = {Journal of Computer Assisted Learning}, date = {2024-12-02}, month = dec, doi = {10.1111/jcal.13095}, author = {Gonnermann-Müller, Jana and Krüger, Jule M.}, title = {Unlocking Augmented Reality Learning Design Based on Evidence From Empirical Cognitive Load Studies—A Systematic Literature Review} } - Leins, N., Gonnermann-Müller, J., and Teichmann, M. (2024). Comparing Head-mounted and Handheld Augmented Reality for Guided Assembly. Journal on Multimodal User Interfaces.
DOI: 10.1007/s12193-024-00440-1
[BibTeX]
@article{2024_LeinsGonnermann_ComparingHMD, year = {2024}, journal = {Journal on Multimodal User Interfaces}, date = {2024-09-27}, month = sep, doi = {10.1007/s12193-024-00440-1}, author = {Leins, Nicolas and Gonnermann-Müller, Jana and Teichmann, Malte}, title = {Comparing Head-mounted and Handheld Augmented Reality for Guided Assembly} }
💬 Talks and posters
Conference and workshop talks
- Sep 2025
- Simulating Student Diversity in Classrooms: Using Multi-Agent Systems to Generate Personalized Learning Material
3rd NHR Conference, Göttingen - Apr 2025
- XR-Kompass: Zukunftsfähige, Immersive Aus- Und Weiterbildung Für KMU
Economic development Agency Berlin-Brandenburg (WFBB), Potsdam - Jun 2024
- Augmented Reality Im Onboarding Mit Bedingter KI-Unterstützung
Chamber of Industry and Commerce (IHK), Berlin - Oct 2023
- Einsatz von Augmented Reality - Nutzerzentrierte Gestaltungsmöglichkeiten
BASF
🌍 Research Stays and Visits
- Feb 2023
- Stellenbosch University hosted by Christian Maasdorp
📅 Event Attendance
- Jun 2025
- European Conference on Information Systems (ECIS), Amman
- Dec 2024
- International Conference on Information Systems (ICIS), Bangkok
- Jun 2024
- NeuroIS Retreat (NeuroIS), Vienna
- Aug 2023
- The Americas Conference on Information Systems (AMCIS), Panama City
- May 2023
- NeuroIS Retreat (NeuroIS), Vienna
- Dec 2022
- International Conference on Information Systems (ICIS), Copenhagen
- Hawaii International Conference on System Sciences (HICSS), Hawaii
- WI
👩🏫 Teaching
- summer 2025
- Lecturer for Betriebliches Wissensmanagement at UP
- summer 2024
- Assistant for Betriebliches Wissensmanagement at UP
- summer 2023
- Assistant for Betriebliches Wissensmanagement at UP
- summer 2022
- Assistant for Betriebliches Wissensmanagement at UP
- summer 2021
- Assistant for Betriebliches Wissensmanagement at UP