digital retail and entertainment.The Role of Artificial Intelligence in PersonalizationArtificial intelligence significantly contributes to improving personalization within context-aware recommendation systems. Through examining large datasets, AI algorithms can uncover patterns and trends that influence user decisions. AI greatly improves p