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:
Apr. 21, 2026

Filed:

Jan. 31, 2024
Applicant:

Yahoo Assets Llc, New York, NY (US);

Inventors:

Pei-Xun Wang, Taipei City, TW;

Yu-Ting Chang, Taipei City, TW;

Wei-Da Chen, Kaohsiung City, TW;

Man-Hsin Kao, New Taipei City, TW;

Tzu-Chiang Liou, New Taipei City, TW;

Kuan Yu Chen, New Taipei City, TW;

Assignee:

YAHOO ASSETS LLC, Dulles, VA;

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

The present teaching relates to content recommendation. Content is selected from multiple pieces of content for recommending to a user based on a user embedding and contextual information. Performance of the user with respect to the recommended content is obtained. The user embedding for the user is adapted based on the performance information via a memory-dependency aware model previously trained to learn past interests of the user and intensities of such past interests. An updated user embedding is generated to represent current interests of the user via the adapted user embedding produced by the memory-dependency aware model according to the known intensities of the past interests of the user as well as user's interest exhibited in the recommended content.


Find Patent Forward Citations

Wang, Pei-Xun. (2026). System and method for content recommendation via sequence aware user encoder (U.S. Patent No. 12610108). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12610108

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

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