Artificial Intelligence-Driven Personalization Algorithms for Enhancing User Engagement in Digital Ecosystems

Abstract

Artificial intelligence (AI)-driven personalization algorithms are transforming digital ecosystems by enhancing user engagement through tailored experiences. These algorithms leverage data to predict user behavior, optimize content delivery, and customize interactions, thereby increasing satisfaction and loyalty. This paper explores the role of AI in enabling dynamic user engagement across sectors, with a focus on its application in e-commerce, marketing, and education. By analyzing studies, it highlights key developments, challenges, and future directions in AI-driven personalization, aiming to bridge theoretical concepts with practical applications for businesses and researchers.