Metrics to measure the fairness of music recommender approaches from the perspective of artists

Supervisor: Christine Bauer
24 July 2024

Idea

What metrics help measure the fairness of music recommender approaches from the perspective of artists (item providers)? There is literature on fairness metrics, frequently targeting the user perspective. What about the item provider’s perspective?

Relevant references:

  • Jessie J. Smith, Aishwarya Satwani, Robin Burke, & Casey Fiesler (2024). Recommend Me? Designing Fairness Metrics with Providers. In Proceedings of the 2024 ACM Conference on Fairness, Accountability, and Transparency (FAccT ‘24). ACM, New York, NY, USA, 2389–2399. https://doi.org/10.1145/3630106.3659044
Fairness Metrics Artists Item Provider