The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Jun. 23, 2026
Filed:
Jan. 07, 2025
Shutterstock, Inc., New York, NY (US);
Raúl Gómez Bruballa, Dublin, IE;
Alessandra Sala, Dublin, IE;
Shutterstock, Inc., New York, NY (US);
Abstract
An embodiment includes determining a style preference score for a new media file based on a recommendation model, wherein the new media file is selected by a user; and when the style preference score is lower than a pre-selected value: identifying a new attribute in the new media file that is not included in the model, updating a first coefficient in the recommendation model based on a value of the new attribute, scoring multiple media files in a user-related search history of the user with the model to form a ranked list based on the updated first coefficient, and updating a second coefficient in the recommendation model when the new media file is not at a top position of the ranked list, relative to the multiple media files in the user-related search history, and storing the updated recommendation model in a training database.