2 papers
cs.IR2026
Multistakeholder Impacts of Profile Portability in a Recommender Ecosystem
Anas Buhayh, Elizabeth McKinnie, Clement Canel +1
Optimizing outcomes for multiple stakeholders in recommender systems has historically focused on algorithmic interventions, such as developing multi-objective models or re-ranking…
cs.IR2025
Fairness for niche users and providers: algorithmic choice and profile portability
Elizabeth McKinnie, Anas Buhayh, Clement Canel +1
Ensuring fair outcomes for multiple stakeholders in recommender systems has been studied mostly in terms of algorithmic interventions: building new models with better fairness prop…