arXiv
Open Access
2023
Beyond Fairness: Alternative Moral Dimensions for Assessing Algorithms and Designing Systems
Kimi Wenzel
Geoff Kaufman
Laura Dabbish
Abstrak
The ethics of artificial intelligence (AI) systems has risen as an imminent concern across scholarly communities. This concern has propagated a great interest in algorithmic fairness. Large research agendas are now devoted to increasing algorithmic fairness, assessing algorithmic fairness, and understanding human perceptions of fairness. We argue that there is an overreliance on fairness as a single dimension of morality, which comes at the expense of other important human values. Drawing from moral psychology, we present five moral dimensions that go beyond fairness, and suggest three ways these alternative dimensions may contribute to ethical AI development.
Penulis (3)
K
Kimi Wenzel
G
Geoff Kaufman
L
Laura Dabbish
Akses Cepat
Informasi Jurnal
- Tahun Terbit
- 2023
- Bahasa
- en
- Sumber Database
- arXiv
- Akses
- Open Access ✓