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.

Date of Patent:
Feb. 24, 2026

Filed:

Feb. 28, 2023
Applicant:

Tubi, Inc., San Francisco, CA (US);

Inventors:

Tal Levy, San Francisco, CA (US);

Jaya Kawale, San Jose, CA (US);

Marios Assiotis, Park City, UT (US);

Assignee:

Tubi, Inc., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04N 21/466 (2011.01); H04N 21/258 (2011.01); H04N 21/45 (2011.01);
U.S. Cl.
CPC ...
H04N 21/4668 (2013.01); H04N 21/25891 (2013.01); H04N 21/4532 (2013.01);
Abstract

A system and method for content recommendation, including: (i) a computer processor, (ii) a recaller module configured to receive a request for a secondary media item, and identify a set of candidate secondary media items associated with the source media item and (iii) a ranking module executing on the computer processor and configured to enable the computer processor to generate, based on the user identifier, a set of user vectors, a set of secondary media vectors, and a set of source media vectors, execute a machine learning model using the vectors to generate a ranking score for each of the secondary media items, wherein executing the machine learning model includes performing a contextual multi-armed bandit algorithm involving exploration and exploitation of candidate items based on historical data, and return a subset of the set of candidate secondary media items in response to the request.


Find Patent Forward Citations

Levy, Tal. (2026). Content recommendation in a media service (U.S. Patent No. 12563268). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12563268

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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