Adobe Inc.
PERSONALIZED IMAGE RECOMMENDATIONS FOR AREAS OF INTEREST

Abstract:

One example method involves operations for receiving a query that includes a keyword. The search query is associated with a user profile. Operations further include recommendation matrix that includes a set of images based on (a) an area of interest determined from the search query and the user profile and (b) content tags associated with the images. In addition, operations include calculating a recommendation score for a candidate image included in the recommendation matrix. The recommendation score includes a weighted average of row vectors of the recommendation matrix. Further, operations involve including the candidate image in a search result for the search query based on the recommendation score. Additionally, operations include generating, for display, a search result that includes the candidate image.