Personalization, Algorithms, Recommendation System.
the role of intelligent agents. In this space, users engage in dialogues that transcend mere suggestion delivery, resembling interactions with knowledgeable companions. These interfaces are exemplified by: Chatbots and Virtual Assistants: Conversational AI interfaces, such as chatbots and virtual