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

🎓 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}
    }