Ayoub El Majjodi, Alain D. Starke, Christoph Trattner, Alessandro Petruzzelli and Cataldo Musto. Nudging Healthy Choices: Leveraging LLM-Generated Hashtags and Explanations in Personalized Food Recommendations.
Maxime Manderlier, Fabian Lecron, Olivier Vu Thanh and Nicolas Gillis. From latent factors to language: a user study on LLM-generated explanations for an inherently interpretable matrix-based recommender system.
Zuzanna Michalewicz, Karlijn Dinnissen, Eelco Herder and Hanna Hauptmann. (De)Composing the Algorithm: Explaining Music Recommender Systems to Artists for Understanding, Transparency, and Empowerment.
Zilin Lin, Damian Trilling, Stuart Duncan, Kasper Welbers and Susan Vermeer. Surprise me! An online field experiment on serendipitous interface design in news recommender systems.
Sebastian Lubos, Thi Ngoc Trang Tran, Viet-Man Le, Damain Garber, Manuel Henrich, Reinhard Willfort and Jeremias Fuchs. Towards LLM-Enhanced Group Recommender Systems.
Sebastian Lubos, Alexander Felfernig, Damian Garber, Viet-Man Le and Thi Ngoc Trang Tran. Towards LLM-Based Usability Analysis for Recommender User Interfaces.
Bereket A. Yilma, Rully Agus Hendrawan, Peter Brusilovsky and Luis A. Leiva. ArtEx: An Interactive Visual Art Recommendation with Diversity and Popularity Control.
Esma Karahodža, Amra Delić and Francesco Ricci. Usability and Effectiveness of Bot-Assisted Group Decision Making.
Alex Jordan, Giovanni Scarso Borioli, Davide Sola and Roberto Quaglia. From Months to Moments: Knowledge-Graph-Grounded LLM Co-Pilots for Strategic Decision-Making.