Tim Donkers

24 papers A* 2A 6B 1Journal 6Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Human-Agent Interaction in Synthetic Social Networks: A Framework for Studying Online Polarization.
CoRR
Tim Donkers, Jürgen Ziegler
2025 A conf
Understanding Online Polarization Through Human-Agent Interaction in a Synthetic LLM-Based Social Network.
ICWSM
Tim Donkers, Jürgen Ziegler
2025 J jnl
Understanding Online Polarization Through Human-Agent Interaction in a Synthetic LLM-Based Social Network.
CoRR
Tim Donkers, Jürgen Ziegler
2024 J jnl
From explanations to human-AI co-evolution: charting trajectories towards future user-centric AI.
i-com
Jürgen Ziegler, Tim Donkers
2024 — —
Harnessing Latent Space Semantics for Enhanced Interpretability of Recommender Systems in Item Retrieval and Online Communication Dynamics.
Tim Donkers
2023 B conf
An Instrument for measuring users' meta-intents.
CHIIR
Yuan Ma, Tim Donkers, Timm Kleemann, Jürgen Ziegler
2023 J jnl
De-sounding echo chambers: Simulation-based analysis of polarization dynamics in social networks.
Online Soc. Networks Media
Tim Donkers, Jürgen Ziegler
2022 — conf
Meta-Intents in Conversational Recommender Systems.
KaRS@RecSys
Yuan Ma, Tim Donkers, Timm Kleemann, Jürgen Ziegler
2021 A conf
The Dual Echo Chamber: Modeling Social Media Polarization for Interventional Recommending.
RecSys
Tim Donkers, Jürgen Ziegler
2020 — conf
Effects of Argumentative Explanation Types on the Perception of Review-Based Recommendations.
UMAP (Adjunct Publication)
Diana C. Hernandez-Bocanegra, Tim Donkers, Jürgen Ziegler
2020 A conf
Explaining recommendations by means of aspect-based transparent memories.
IUI
Tim Donkers, Timm Kleemann, Jürgen Ziegler
2020 J jnl
Leveraging Arguments in User Reviews for Generating and Explaining Recommendations.
Datenbank-Spektrum
Tim Donkers, Jürgen Ziegler
2019 A* conf
Impact of Consuming Suggested Items on the Assessment of Recommendations in User Studies on Recommender Systems.
IJCAI
Benedikt Loepp, Tim Donkers, Timm Kleemann, Jürgen Ziegler
2019 J jnl
Interactive recommending with Tag-Enhanced Matrix Factorization (
Int. J. Hum. Comput. Stud.
Benedikt Loepp, Tim Donkers, Timm Kleemann, Jürgen Ziegler
2019 A* conf
Let Me Explain: Impact of Personal and Impersonal Explanations on Trust in Recommender Systems.
CHI
Johannes Kunkel, Tim Donkers, Lisa Michael, Catalin-Mihai Barbu, Jürgen Ziegler
2018 — conf
Argumentation-Based Explanations in Recommender Systems: Conceptual Framework and Empirical Results.
UMAP (Adjunct Publication)
Sidra Naveed, Tim Donkers, Jürgen Ziegler
2018 — conf
Explaining Recommendations by Means of User Reviews.
IUI Workshops
Tim Donkers, Benedikt Loepp, Jürgen Ziegler
2018 A conf
Impact of item consumption on assessment of recommendations in user studies.
RecSys
Benedikt Loepp, Tim Donkers, Timm Kleemann, Jürgen Ziegler
2018 — conf
Trust-related Effects of Expertise and Similarity Cues in Human-Generated Recommendations.
IUI Workshops
Johannes Kunkel, Tim Donkers, Catalin-Mihai Barbu, Jürgen Ziegler
2017 A conf
Sequential User-based Recurrent Neural Network Recommendations.
RecSys
Tim Donkers, Benedikt Loepp, Jürgen Ziegler
2016 A conf
Tag-Enhanced Collaborative Filtering for Increasing Transparency and Interactive Control.
UMAP
Tim Donkers, Benedikt Loepp, Jürgen Ziegler
2016 — conf
Towards Understanding Latent Factors and User Profiles by Enhancing Matrix Factorization with Tags.
RecSys Posters
Tim Donkers, Benedikt Loepp, Jürgen Ziegler
2015 — conf
ConceptCloud - Entwicklung einer Applikation zur Unterstützung von Reflexionsprozessen im Online-Lernportal Go-Lab.
DeLFI WOrkshops
Kristina Angenendt, Jeanny Bormann, Tim Donkers, Tabitha Goebel, Anna Kizina, Timm Kleemann, Lisa Michael, Hifsa Raja, Franziska Sachs, Christina Schneegass, Lisa-Maria Sinzig, Juliane Steffen, Sven Manske, Tobias Hecking, Heinz Ulrich Hoppe
2015 — conf
Merging Latent Factors and Tags to Increase Interactive Control of Recommendations.
RecSys Posters
Tim Donkers, Benedikt Loepp, Jürgen Ziegler