CEUR-WS.org/Vol-4063 - Proceedings of Beyond Algorithms: Reclaiming the Interdisciplinary Roots of Recommender Systems Workshop 2025

BEYOND 2025
BEYOND Workshop at RecSys 2025

Proceedings of Beyond Algorithms: Reclaiming the Interdisciplinary Roots of Recommender Systems Workshop (BEYOND 2025)
co-located with the 19th ACM Conference on Recommender Systems ( RecSys 2025 )

Prague, Czech Republic, September 26, 2025 .

Edited by

Eva Zangerle , Department of Computer Science, Universität Innsbruck, Austria
Alan Said , Department of Applied Information Technology, University of Gothenburg, Sweden
Christine Bauer , Department of Artificial Intelligence and Human Interfaces, Paris Lodron University Salzburg, Austria

Summary: There were 19 papers submitted for peer-review to this workshop. Out of these, 5 papers were accepted for this volume (1 case study, 4 position papers).

Keynote

Exploration–Exploitation Dilemma in Recommender Systems: Is It the Time to Switch to the Exploration Mode Again?
Alexander Tuzhilin

Case Studies and Position Papers

What News Recommendation Research Did (But Mostly Didn't) Teach Us About Building A News Recommender
Karl Higley , Robin Burke , Michael D. Ekstrand , Bart Knijnenburg
Toward Operationalizing a Comprehensive Evaluation Framework for Recommender Systems Explanations
Kathrin Wardatzky , Oana Inel , Abraham Bernstein
Why Do Recommenders Recommend? Three Waves of Research Perspectives on Recommender Systems
Annelien Smets , Christine Bauer
A Goal-based approach for Persuasive Health-Behaviour Recommender Systems
Wald Habets , Karin Coninx
We're Still Doing It (All) Wrong: Recommender Systems, Fifteen Years Later
Alan Said , Maria Soledad Pera , Michael D. Ekstrand

2025-10-07: submitted by Eva Zangerle, metadata incl. bibliographic data published under Creative Commons CC0
2025-10-09 : published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) | valid HTML5 |

BEYOND 2025 BEYOND Workshop at RecSys 2025

Proceedings of Beyond Algorithms: Reclaiming the Interdisciplinary Roots of Recommender Systems Workshop (BEYOND 2025) co-located with the 19th ACM Conference on Recommender Systems ( RecSys 2025 )