METHOD AND APPARATUS FOR RECOMMENDING IMAGE BASED ON USER PROFILE USING FEATURE-BASED COLLABORATIVE FILTERING TO RESOLVE NEW ITEM RECOMMENDATION

摘要

Provided are a method and apparatus for recommending an image based on a user profile using feature-based collaborative filtering. To generate the user profile, a model may be build from a customer purchase list database for each predetermined time. A multimedia image may be recommended, in which a purchase likeness score of a target user is high or at a predetermined level, by using the built model.