Publications related to ConceptCloud -Entwicklung einer Applikation zur Unterstützung von Reflexionsprozessen im Online-Lernportal Go-Lab
Meta-Intents: Interaction Preferences in Conversational Recommender Systems
Ma, Y. (2025). [PhD thesis].
Harnessing Latent Space Semantics for Enhanced Interpretability of Recommender Systems in Item Retrieval and Online Communication Dynamics
Donkers, T. (2024). [PhD thesis].
Meta-Intents in Conversational Recommender Systems
Yuan, M., Donkers, T., Kleemann, T., & Jürgen, Z. (2022). Proceedings of the 4th Edition of Knowledge-Aware and Conversational Recommender Systems (KaRS) Workshop @ RecSys 2022.
An Instrument for measuring users’ meta-intents
Ma, Y., Donkers, T., Kleemann, T., & Ziegler, J. (2023). In J. Gwizdka & S. Y. Rieh (Eds.), CHIIR ’23: Proceedings of the 2023 Conference on Human Information Interaction and Retrieval (pp. 290–302). ACM.
Uncertainty perception by humans and LLMs in a multi-agent social network simulation
Donkers, T., & Ziegler, J. (2026). Joint Proceedings of the ACM IUI 2026 Workshops (IUI-WS 2026), 4266.
LLM-Based User Simulation as a Tool for Investigating Complex Socio-Technical Applications
Donkers, T., & Ziegler, J. (2026). In C. Maciel, D. L. Spano, C. Ardito, A. Freire, & R. Prates (Eds.), Blending Experiences in Interaction Design: Revised Selected Papers, Part II (Vol. 16479, pp. 64–73). Springer Science and Business Media Deutschland GmbH.
How Humans and LLMs Differ in Processing Uncertainty in Polarized Discourse
Donkers, T., & Ziegler, J. (2026). In Association for Computing Machinery (ACM) (Ed.), Proceedings of the 34th ACM Conference on User Modeling, Adaptation and Personalization (UMAP ’26) (pp. 70–78). ACM.
From explanations to human-AI co-evolution: Charting trajectories towards future user-centric AI
Ziegler, J., & Donkers, T. (2024). i-Com: Journal of Interactive Media, 23(2), 263–272.
From explanations to human-AI co-evolution: Charting trajectories towards future user-centric AI
Ziegler, J., & Donkers, T. (2024). i-Com: Journal of Interactive Media, in press.
De-sounding echo chambers: Simulation-based analysis of polarization dynamics in social networks
Donkers, T., & Ziegler, J. (2023). Online Social Networks and Media, 37-38.
Explaining Recommendations by Means of Aspect-Based Transparent Memories
Donkers, T., Kleemann, T., & Ziegler, J. (2020). In F. Paternò & N. Oliver (Eds.), Proceedings of the 25th International Conference on Intelligent User Interfaces (pp. 166–176). The Association for Computing Machinery.
Interactive Recommending with Tag-Enhanced Matrix Factorization (TagMF)
Loepp, B., Donkers, T., Kleemann, T., & Ziegler, J. (2019). International Journal of Human Computer Studies, 121, 21–41.
Impact of Consuming Suggested Items on the Assessment of Recommendations in User Studies on Recommender Systems
Loepp, B., Donkers, T., Kleemann, T., & Ziegler, J. (2019). Proceedings of the 28th International Joint Conference on Artificial Intelligence (IJCAI ’19), 6201–6205.
Impact of Item Consumption on Assessment of Recommendations in User Studies
Loepp, B., Donkers, T., Kleemann, T., & Ziegler, J. (2018). Proceedings of the 12th ACM Conference on Recommender Systems (RecSys ’18), 49–53.