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THE METHOD AND APPARATUS FOR IMAGE RECOMMENDATION BASED ON USER PROFILE USING FEATURE BASED COLLABORATIVE FILTERING TO RESOLVE NEW ITEM RECOMMENDATION
THE METHOD AND APPARATUS FOR IMAGE RECOMMENDATION BASED ON USER PROFILE USING FEATURE BASED COLLABORATIVE FILTERING TO RESOLVE NEW ITEM RECOMMENDATION
PURPOSE: An image recommendation method based on user profiles which combines contents based filtering and collaborative filtering and a device thereof are provided to reduce the decrease of recommendation result accuracy when input data about client preference is insufficient.;CONSTITUTION: Using a specific vector of a multi dimensional property space, entire background images of a client purchase list database are partitioned into multiple meaningful areas(1~n). Properties are extracted from the areas of the partitioned background images. A user profile is generated. Using multimedia image contents of a target user and other arbitrary users, a similar group is set. A background image recommendation list is generated.;COPYRIGHT KIPO 2010
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