online shopping and leisure activities.Artificial Intelligence: A Key Player in PersonalizationArtificial intelligence plays a pivotal role in enhancing tailoring within adaptive recommendation frameworks. Through examining large datasets, AI algorithms can recognize trends and patterns that shape user preferences. AI greatly improves person