Fairness perceptions of artificial intelligence: A review and path forward

D Narayanan, M Nagpal, J McGuire… - … Journal of Human …, 2024 - Taylor & Francis
A key insight from research on organizational justice is that fairness is in the eye of the
beholder. With increasing discussions–especially among computer scientists and …

Consequences of platforms' remuneration models for digital content: initial evidence and a research agenda for streaming services

J Meyn, M Kandziora, S Albers, M Clement - Journal of the Academy of …, 2023 - Springer
Nowadays, platforms in many industries offer content for a (monthly) flat rate (eg, music
streaming). While flat rates are efficient in reducing transaction costs for administering …

Fairness in information access systems

MD Ekstrand, A Das, R Burke… - Foundations and Trends …, 2022 - nowpublishers.com
Recommendation, information retrieval, and other information access systems pose unique
challenges for investigating and applying the fairness and non-discrimination concepts that …

The many faces of fairness: Exploring the institutional logics of multistakeholder microlending recommendation

JJ Smith, A Buhayh, A Kathait, P Ragothaman… - Proceedings of the …, 2023 - dl.acm.org
Recommender systems have a variety of stakeholders. Applying concepts of fairness in such
systems requires attention to stakeholders' complex and often-conflicting needs. Since …

Recommend Me? Designing Fairness Metrics with Providers

JJ Smith, A Satwani, R Burke, C Fiesler - The 2024 ACM Conference on …, 2024 - dl.acm.org
Fairness metrics have become a useful tool to measure how fair or unfair a machine
learning system may be for its stakeholders. In the context of recommender systems …

Amplifying artists' voices: Item provider perspectives on influence and fairness of music streaming platforms

K Dinnissen, C Bauer - Proceedings of the 31st ACM Conference on …, 2023 - dl.acm.org
The majority of music consumption nowadays takes place on music streaming platforms.
Whichever artists, albums, or songs are exposed to consumers on these platforms therefore …

Fairness in music recommender systems: A stakeholder-centered mini review

K Dinnissen, C Bauer - Frontiers in big Data, 2022 - frontiersin.org
The performance of recommender systems highly impacts both music streaming platform
users and the artists providing music. As fairness is a fundamental value of human life, there …

Personalised But Impersonal: Listeners' Experiences of Algorithmic Curation on Music Streaming Services

S Freeman, M Gibbs, B Nansen - … of the 2023 CHI conference on human …, 2023 - dl.acm.org
The consumption of music is increasingly reliant on the personalisation, recommendation,
and automated curation features of music streaming services. Using algorithm experience …

(Re-) Distributional Food Justice: Negotiating conflicting views of fairness within a local grassroots community

P Engelbutzeder, Y Bollmann, K Berns… - Proceedings of the …, 2023 - dl.acm.org
Sustainable HCI and Human-Food-Interaction research have develo** interest in
preventing food waste through food sharing. Sustainability requires attention to both the …

Impacts of AI on music consumption and fairness

A Henry, V Wiratama, A Afilipoaie… - Emerging …, 2024 - journals.sagepub.com
The algorithmic systems utilized by music streaming services have the potential to positively
influence individual choices by promoting new artists, but they are also often accused of …