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Author

Tim Donkers

Observed name: Donkers, Tim
Observed institution: University of Duisburg-Essen
ORCID: 0000-0002-9230-1243
Observed ORCID: 0000-0002-9230-1243
OpenAlex ID: A5057683199
Sequential User-based Recurrent Neural Network Recommendations
2017 · Tim Donkers, Benedikt Loepp, et al. · ACM Conference on Recommender Systems (RecSys) · 371
Let Me Explain
2019 · Johannes Kunkel, Tim Donkers, et al. · CHI Conference on Human Factors in Computing Systems · 161
The Dual Echo Chamber: Modeling Social Media Polarization for Interventional Recommending
2021 · Tim Donkers, Jürgen Ziegler · ACM Conference on Recommender Systems (RecSys) · 54
Interactive recommending with Tag-Enhanced Matrix Factorization (TagMF)
2018 · Benedikt Loepp, Tim Donkers, et al. · International Journal of Human-Computer Studies · 42
Argumentation-Based Explanations in Recommender Systems
2018 · Sidra Naveed, Tim Donkers, et al. · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · 32
Explaining recommendations by means of aspect-based transparent memories
2020 · Tim Donkers, Timm Kleemann, et al. · ACM International Conference on Intelligent User Interfaces (IUI) · 26
Impact of item consumption on assessment of recommendations in user studies
2018 · Benedikt Loepp, Tim Donkers, et al. · ACM Conference on Recommender Systems (RecSys) · 25
Effects of Argumentative Explanation Types on the Perception of Review-Based Recommendations
2020 · Diana C. Hernandez-Bocanegra, Tim Donkers, et al. · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · 19
De-sounding echo chambers: Simulation-based analysis of polarization dynamics in social networks
2023 · Tim Donkers, Jürgen Ziegler · Online Social Networks and Media · 14
Explaining Recommendations by Means of User Reviews.
2018 · Tim Donkers, Benedikt Loepp, et al. · IUI Workshops · 13
Understanding Online Polarization Through Human-Agent Interaction in a Synthetic LLM-Based Social Network
2025 · Tim Donkers, Jürgen Ziegler · Proceedings of the International AAAI Conference on Web and Social Media · 11
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Tag-Enhanced Collaborative Filtering for Increasing Transparency and Interactive Control
2016 · Tim Donkers, Benedikt Loepp, et al. · ACM Conference on User Modeling, Adaptation and Personalization (UMAP) · 11
From explanations to human-AI co-evolution: charting trajectories towards future user-centric AI
2024 · Jürgen Ziegler, Tim Donkers · i-com · 9
Trust-related Effects of Expertise and Similarity Cues in Human-Generated Recommendations.
2018 · Johannes Kunkel, Tim Donkers, et al. · IUI Workshops · 9
Merging Latent Factors and Tags to Increase Interactive Control of Recommendations
2015 · Tim Donkers, Benedikt Loepp, et al. · ACM Conference on Recommender Systems (RecSys) · 6
An Instrument for measuring users’ meta-intents
2023 · Yuan Ma, Tim Donkers, et al. · Conference on Human Information Interaction and Retrieval · 4
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Towards Understanding Latent Factors and User Profiles by Enhancing Matrix Factorization with Tags.
2016 · Tim Donkers, Benedikt Loepp, et al. · ACM Conference on Recommender Systems (RecSys) · 4
Human-Agent Interaction in Synthetic Social Networks: A Framework for Studying Online Polarization
2025 · Donkers, Tim, Ziegler, Jürgen · arXiv (Cornell University) · 3
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Leveraging Arguments in User Reviews for Generating and Explaining Recommendations
2020 · Tim Donkers, Jürgen Ziegler · Datenbank-Spektrum · 3
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Impact of Consuming Suggested Items on the Assessment of Recommendations in User Studies on Recommender Systems
2019 · Benedikt Loepp, Tim Donkers, et al. · International Joint Conference on Artificial Intelligence · 2
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How Humans and LLMs Differ in Processing Uncertainty in Polarized Discourse
2026 · Tim Donkers, Jürgen Ziegler · ACM Conference on User Modeling, Adaptation and Personalization (UMAP)
LLM-Based User Simulation as a Tool for Investigating Complex Socio-Technical Applications
2026 · Tim Donkers, Jürgen Ziegler · Lecture notes in computer science
Human-Centered AI in Applications – Challenges and Promises (UCAI ‘26: Sixth Workshop on User-Centered Artificial Intelligence)
2026 · Loepp, Benedikt, Detjen, Henrik, et al. · Gesellschaft für Informatik (GI)
Uncertainty perception by humans and LLMs in a multi-agent social network simulation
2026 · Donkers, Tim, Ziegler, Jürgen · Universitätsbibliographie, Universität Duisburg-Essen
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Meta-Intents in Conversational Recommender Systems
2022 · Ma, Yuan, Donkers, Tim, et al. · Universitätsbibliographie, Universität Duisburg-Essen
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Works count: 27
Citation count: 819
H-index: 11
I10-index: 12
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