commercial platforms and entertainment.The Impact of Artificial Intelligence on PersonalizationArtificial intelligence plays a pivotal role in enhancing personalization within context-aware recommendation systems. Through the analysis of substantial data, AI algorithms can uncover patterns and trends that influence user decisions. Artificial