What Is Fair? Exploring the Artists’ Perspective on the Fairness of Music Streaming Platforms
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| Titel: | What Is Fair? Exploring the Artists’ Perspective on the Fairness of Music Streaming Platforms |
|---|---|
| Autoren: | Ferraro, Andres, Serra, Xavier, Bauer, Christine |
| Weitere Verfasser: | Ifip, Hal, Carmelo Ardito, Rosa Lanzilotti, Alessio Malizia, Helen Petrie, Antonio Piccinno, Giuseppe Desolda, Kori Inkpen, Sub Human-Centered Computing, Human-Centered Computing, Ardito, Carmelo, Lanzilotti, Rosa, Malizia, Alessio, Petrie, Helen, Piccinno, Antonio, Desolda, Giuseppe, Inkpen, Kori |
| Quelle: | Lecture Notes in Computer Science ISBN: 9783030856151 |
| Publication Status: | Preprint |
| Verlagsinformationen: | Springer International Publishing, 2021. |
| Publikationsjahr: | 2021 |
| Schlagwörter: | FOS: Computer and information sciences, Fairness, General Computer Science, Computer Science - Human-Computer Interaction, fairness, influencing taste, 02 engineering and technology, [INFO] Computer Science [cs], music streaming platform, quotas, lack of control, Transparency, gender balance, Theoretical Computer Science, Human-Computer Interaction (cs.HC), Quotas, Taverne, 0202 electrical engineering, electronic engineering, information engineering, Music streaming platform, transparency, Music artists, music artists, music context, Music context, Influencing taste, Gender balance, Lack of control |
| Beschreibung: | 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. Please cite the following publication: @InProceedings{10.1007/978-3-030-85616-8_33, author="Ferraro, Andres and Serra, Xavier and Bauer, Christine", title="What Is Fair? Exploring the Artists' Perspective on the Fairness of Music Streaming Platforms", booktitle="Human-Computer Interaction -- INTERACT 2021", year="2021", publisher="Springer International Publishing", pages="562--584", isbn="978-3-030-85616-8" } |
| Publikationsart: | Part of book or chapter of book Article Conference object |
| Dateibeschreibung: | application/pdf |
| Sprache: | English |
| DOI: | 10.1007/978-3-030-85616-8_33 |
| DOI: | 10.5281/zenodo.4793395 |
| DOI: | 10.5281/zenodo.4793394 |
| DOI: | 10.48550/arxiv.2106.02415 |
| Zugangs-URL: | http://arxiv.org/pdf/2106.02415 http://arxiv.org/abs/2106.02415 https://inria.hal.science/hal-04196863v1/document https://doi.org/10.1007/978-3-030-85616-8_33 https://inria.hal.science/hal-04196863v1 https://link.springer.com/chapter/10.1007/978-3-030-85616-8_33 https://dblp.uni-trier.de/db/journals/corr/corr2106.html#abs-2106-02415 https://doi.org/10.1007/978-3-030-85616-8_33 https://dspace.library.uu.nl/handle/1874/414991 |
| Rights: | Springer TDM CC BY CC BY NC SA taverne |
| Dokumentencode: | edsair.doi.dedup.....55e8ee8a2b681224529317c2724cebf6 |
| Datenbank: | OpenAIRE |
Nájsť tento článok vo Web of Science | 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. Please cite the following publication: @InProceedings{10.1007/978-3-030-85616-8_33, author="Ferraro, Andres and Serra, Xavier and Bauer, Christine", title="What Is Fair? Exploring the Artists' Perspective on the Fairness of Music Streaming Platforms", booktitle="Human-Computer Interaction -- INTERACT 2021", year="2021", publisher="Springer International Publishing", pages="562--584", isbn="978-3-030-85616-8" } |
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| DOI: | 10.1007/978-3-030-85616-8_33 |