shopping online and recreational fields.The Impact of Artificial Intelligence on PersonalizationArtificial intelligence significantly contributes to improving personalization within adaptive recommendation frameworks. By analyzing vast amounts of data, AI algorithms can identify patterns and trends that inform user preferences. AI significan