Allison J. B. Chaney

How algorithmic confounding in recommendation systems increases homogeneity and decreases utility

2018

Recommendation systems are ubiquitous and impact many domains; they have the potential to influence product consumption, individuals' perceptions of the world, and life-altering decisions. These systems are often evaluated or trained with data from users …