Machine learning and prejudice: building theory with algorithm-supported abduction

• Main Author: Degefe, Elizabeth Demissie
• Other Authors: Zou Xi
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2023
• Subjects: Business::Management
• Online Access: https://hdl.handle.net/10356/165160
• Institution: Nanyang Technological University

Machine learning is a powerful analytical tool that can identify robust and replicable patterns in complex datasets, and create models with high predictive power. With interpretable machine learning, these models can be queried to identify the most important predictors of an outcome variable from hu...