What Is Fair? Exploring the Artists’ Perspective on the Fairness of Music Streaming Platforms

Publication date

2021-08

Authors

Ferraro, Andrés
Serra, Xavier
Bauer, ChristineORCID 0000-0001-5724-1137ISNI 0000000083373099

Editors

Ardito, Carmelo
Lanzilotti, Rosa
Malizia, Alessio
Petrie, Helen
Piccinno, Antonio
Desolda, Giuseppe
Inkpen, Kori

Advisors

Supervisors

Document Type

Part of book
Open Access logo

License

taverne

Abstract

Music streaming platforms are currently among the main sources of music consumption, and the embedded recommender systems significantly influence what the users consume. There is an increasing interest to ensure that those platforms and systems are fair. Yet, we first need to understand what fairness means in such a context. Although artists are the main content providers for music platforms, there is a research gap concerning the artists' perspective. To fill this gap, we conducted interviews with music artists to understand how they are affected by current platforms and what improvements they deem necessary. Using a Qualitative Content Analysis, we identify the aspects that the artists consider relevant for fair platforms. In this paper, we discuss the following aspects derived from the interviews: fragmented presentation, reaching an audience, transparency, influencing users' listening behavior, popularity bias, artists' repertoire size, quotas for local music, gender balance, and new music. For some topics, our findings do not indicate a clear direction about the best way how music platforms should act and function; for other topics, though, there is a clear consensus among our interviewees: for these, the artists have a clear idea of the actions that should be taken so that music platforms will be fair also for the artists.

Keywords

Fairness, Gender balance, Influencing taste, Lack of control, Music artists, Music context, Music streaming platform, Quotas, Transparency, Taverne, Theoretical Computer Science, General Computer Science

Citation

Ferraro, A, Serra, X & Bauer, C 2021, What Is Fair? Exploring the Artists’ Perspective on the Fairness of Music Streaming Platforms. in C Ardito, R Lanzilotti, A Malizia, H Petrie, A Piccinno, G Desolda & K Inkpen (eds), Human-Computer Interaction – INTERACT 2021 : 18th IFIP TC 13 International Conference, Bari, Italy, August 30 – September 3, 2021, Proceedings, Part II. 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12933 LNCS, Springer, pp. 562-584, IFIP TC13 International Conference on Human-Computer Interaction, Bari, Italy, 30/08/21. https://doi.org/10.1007/978-3-030-85616-8_33, conference