online shopping and leisure activities.Artificial Intelligence: A Key Player in PersonalizationArtificial intelligence plays a pivotal role in enhancing tailoring within context-aware recommendation systems. Through examining large datasets, AI algorithms can spot trends and patterns that direct user behavior. AI significantly augments perso