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
e-mail
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

  1. 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

  1. 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 = {}
    }
  2. 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}
    }
  3. 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}
    }
  4. 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

  1. 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}
    }
  2. 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