Tim Donkers

According to our database, Tim Donkers authored at least 21 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

From explanations to human-AI co-evolution: charting trajectories towards future user-centric AI.

Jürgen Ziegler, Tim Donkers

i-com, August, 2024

Harnessing Latent Space Semantics for Enhanced Interpretability of Recommender Systems in Item Retrieval and Online Communication Dynamics.

Tim Donkers

PhD thesis, 2024

2023

De-sounding echo chambers: Simulation-based analysis of polarization dynamics in social networks.

Tim Donkers, Jürgen Ziegler

Online Soc. Networks Media, September, 2023

An Instrument for measuring users' meta-intents.

Yuan Ma, Tim Donkers, Timm Kleemann, Jürgen Ziegler

Proceedings of the 2023 Conference on Human Information Interaction and Retrieval, 2023

2022

Meta-Intents in Conversational Recommender Systems.

Yuan Ma, Tim Donkers, Timm Kleemann, Jürgen Ziegler

Proceedings of the Fourth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), 2022

2021

The Dual Echo Chamber: Modeling Social Media Polarization for Interventional Recommending.

Tim Donkers, Jürgen Ziegler

Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2020

Leveraging Arguments in User Reviews for Generating and Explaining Recommendations.

Tim Donkers, Jürgen Ziegler

Datenbank-Spektrum, 2020

Effects of Argumentative Explanation Types on the Perception of Review-Based Recommendations.

Diana C. Hernandez-Bocanegra, Tim Donkers, Jürgen Ziegler

Proceedings of the Adjunct Publication of the 28th ACM Conference on User Modeling, 2020

Explaining recommendations by means of aspect-based transparent memories.

Tim Donkers, Timm Kleemann, Jürgen Ziegler

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

2019

Interactive recommending with Tag-Enhanced Matrix Factorization (<i>TagMF</i>).

Benedikt Loepp, Tim Donkers, Timm Kleemann, Jürgen Ziegler

Int. J. Hum. Comput. Stud., 2019

Impact of Consuming Suggested Items on the Assessment of Recommendations in User Studies on Recommender Systems.

Benedikt Loepp, Tim Donkers, Timm Kleemann, Jürgen Ziegler

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Let Me Explain: Impact of Personal and Impersonal Explanations on Trust in Recommender Systems.

Johannes Kunkel, Tim Donkers, Lisa Michael, Catalin-Mihai Barbu, Jürgen Ziegler

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Argumentation-Based Explanations in Recommender Systems: Conceptual Framework and Empirical Results.

Sidra Naveed, Tim Donkers, Jürgen Ziegler

Proceedings of the Adjunct Publication of the 26th Conference on User Modeling, 2018

Impact of item consumption on assessment of recommendations in user studies.

Benedikt Loepp, Tim Donkers, Timm Kleemann, Jürgen Ziegler

Proceedings of the 12th ACM Conference on Recommender Systems, 2018

Trust-related Effects of Expertise and Similarity Cues in Human-Generated Recommendations.

Johannes Kunkel, Tim Donkers, Catalin-Mihai Barbu, Jürgen Ziegler

Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 2018

Explaining Recommendations by Means of User Reviews.

Tim Donkers, Benedikt Loepp, Jürgen Ziegler

Proceedings of the Joint Proceedings of the ACM IUI 2018 Workshops co-located with the 23rd ACM Conference on Intelligent User Interfaces (ACM IUI 2018), 2018

2017

Sequential User-based Recurrent Neural Network Recommendations.

Tim Donkers, Benedikt Loepp, Jürgen Ziegler

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

2016

Tag-Enhanced Collaborative Filtering for Increasing Transparency and Interactive Control.

Tim Donkers, Benedikt Loepp, Jürgen Ziegler

Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Towards Understanding Latent Factors and User Profiles by Enhancing Matrix Factorization with Tags.

Tim Donkers, Benedikt Loepp, Jürgen Ziegler

Proceedings of the Poster Track of the 10th ACM Conference on Recommender Systems (RecSys 2016), 2016

2015

Merging Latent Factors and Tags to Increase Interactive Control of Recommendations.

Tim Donkers, Benedikt Loepp, Jürgen Ziegler

Proceedings of the Poster Proceedings of the 9th ACM Conference on Recommender Systems, 2015

ConceptCloud - Entwicklung einer Applikation zur Unterstützung von Reflexionsprozessen im Online-Lernportal Go-Lab.

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

Proceedings of DeLFI Workshops 2015 co-located with 13th e-Learning Conference of the German Computer Society (DeLFI 2015), 2015