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:
May. 12, 2026
Filed:
Jan. 24, 2025
Disney Enterprises, Inc., Burbank, CA (US);
Yupeng Gao, Redmond, WA (US);
Pengfei Gao, Irvine, CA (US);
Yan Zhang, Bellevue, WA (US);
Zhe Wang, Foster City, CA (US);
Yasir Hossain, Los Angeles, CA (US);
Xingpeng Xiao, Irvine, CA (US);
Mengzhe Li, Los Angeles, CA (US);
Gianluca Milano, Farmingdale, NY (US);
Disney Enterprises, Inc., Burbank, CA (US);
Abstract
Embodiments provide for improved machine learning. A request for supplemental content to be provided in association with a media content item is received, and a set of candidate supplemental content items for the request is determined. A user embedding corresponding to a user embedding corresponding to a user associated with the media content item, a media embedding corresponding to the media content item, and a set of supplemental content embeddings corresponding to the set of candidate supplemental content items are accessed from one or more storage repositories. A set of interaction scores is generated based on processing the user embedding, the media embedding, and the set of supplemental content embeddings using an interaction machine learning model. A first supplemental content item of the set of candidate supplemental content items is selected for the request based on the set of interaction scores.