Recommender Systems

Special Issue on Perspectives on Recommender Systems Evaluation (PRSE) in ACM TORS
The Special Issue on Perspectives on Recommender Systems Evaluation in the ACM Transactions on Recommender Systems (TORS) is now online in the ACM Digital Library.
10 March 2024 News
Special Issue on Perspectives on Recommender Systems Evaluation (PRSE) in ACM TORS
Music recommendation systems: what is fair from the artists' perspectives?
Talk at Karajan Music Tech Conference 2024.
7 March 2024
Music recommendation systems: what is fair from the artists' perspectives?
Exploring the landscape of recommender systems evaluation: practices and perspectives
Recommender systems research and practice are fast-developing topics with growing adoption in a wide variety of information access …
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Exploring the landscape of recommender systems evaluation: practices and perspectives
Introduction to the Special Issue on Perspectives on Recommender Systems Evaluation
Evaluation plays a vital role in recommender systems—in research and practice—whether for confirming algorithmic concepts or assessing …
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Wie funktionieren (Musik-) Empfehlungssysteme? Und ist es für alle fair, was ich zu hören bekomme?
Talk at i-Day 2024 for future students.
7 February 2024
Wie funktionieren (Musik-) Empfehlungssysteme? Und ist es für alle fair, was ich zu hören bekomme?
Report on the 3rd Workshop on the Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES 2023) at RecSys 2023
Evaluation is a central step when developing, optimizing, and deploying recommender systems. The PERSPECTIVES 2023 workshop, held as …
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Breaking feedback loops in recommender systems: an example on mitigating artist gender bias in the music domain
Invited talk at the University of Regensburg.
18 December 2023
Breaking feedback loops in recommender systems: an example on mitigating artist gender bias in the music domain
Music recommendation systems from the perspective of artists: what constitutes fairness?
Invited talk at JADS.
28 November 2023
Music recommendation systems from the perspective of artists: what constitutes fairness?
How control and transparency for users could improve artist fairness in music recommender systems
As streaming services have become a main channel for music consumption, they significantly impact various stakeholders: users, artists …
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How control and transparency for users could improve artist fairness in music recommender systems
Survey paper on the evaluation of recommender systems accepted in ACM TORS
The survey paper on the evaluation of recommender systems by Christine Bauer, Eva Zangerle, and Alan Said was accepted for publication in ACM Transaction on Recommender Systems (TORS).
28 October 2023 News
Survey paper on the evaluation of recommender systems accepted in ACM TORS