shopping online and recreational fields.The Role of Artificial Intelligence in PersonalizationArtificial intelligence is fundamental in boosting customization within adaptive recommendation frameworks. Through the analysis of substantial data, AI algorithms can recognize trends and patterns that shape user preferences. AI greatly improves pe