Online Platform

Online platforms are multifaceted digital environments designed to connect users and content, services, or other users, aiming to optimize engagement and user experience. Current research emphasizes developing and evaluating algorithms, such as contextual bandits and multi-armed bandits, to personalize content ranking and recommendations while addressing fairness concerns for both users and providers. This research is crucial for understanding the complex interplay between platform design, user behavior, and algorithmic bias, impacting areas like financial inclusion, content moderation, and regulatory compliance. The findings inform the development of more equitable and effective platform designs and policies.