shopping online and recreational fields.The Role of Artificial Intelligence in PersonalizationArtificial intelligence significantly contributes to improving personalization within context-sensitive suggestion engines. By analyzing vast amounts of data, AI algorithms can recognize trends and patterns that shape user preferences. Artificial in