Aryan Chaurasia

Rethinking "Risk" in Algorithmic Systems Through A Computational Narrative Analysis of Casenotes in Child Welfare

Risk assessment algorithms are being adopted by public sector agencies to make high-stakes decisions about human lives. Algorithms model “risk” based on individual client characteristics to identify clients most in need. However, this understanding of risk is primarily based on easily quantifiable risk factors that pr…