Proactive Recommendation with Iterative Preference Guidance: A Framework for Guiding User Interests

The author introduces an Iterative Preference Guidance (IPG) framework to address the limitations of traditional recommender systems and actively guide users towards new interests. IPG ranks items based on their IPG scores, considering both interaction probability and guiding value.