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cs.HC2026
Co-Designing Organizational Justice Indicators for Algorithmic Systems
Fujiko Robledo Yamamoto, Nicholas Mattei, Pradeep Ragothaman +2
Fairness in machine learning is often conceptualized narrowly in comparative, distributional terms. In studying stakeholders' concepts of fairness, we find that this framing is ins…
cs.HC2025
Understanding Data Usage when Making High-Stakes Frontline Decisions in Homelessness Services
Teale W. Masrani, Geoffrey Messier, Amy Voida +2
Frontline staff of emergency shelters face challenges such as vicarious trauma, compassion fatigue, and burnout. The technology they use is often not designed for their unique need…