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.
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.
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.