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:
May. 16, 2023

Filed:

Dec. 17, 2019
Applicant:

Beijing Century Tal Education Technology Co., Beijing, CN;

Inventors:

Tianqiao Liu, Beijing, CN;

Zitao Liu, Beijing, CN;

Songfan Yang, Beijing, CN;

Yan Huang, Beijing, CN;

Bangxin Zhang, Beijing, CN;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01); G06F 17/16 (2006.01); G06Q 30/0601 (2023.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01); G06F 17/16 (2013.01); G06Q 30/0631 (2013.01);
Abstract

The present disclosure relates to a method and an apparatus for object preference prediction, and a computer readable medium. The method includes: acquiring evaluation information indicating preference values of partial users in a user set for partial objects in an object set; acquiring auxiliary information of at least one of the user set and the object set, wherein the auxiliary information indicates an attribute of at least one of a corresponding user in the user set and a corresponding object in the object set; determining a user feature representation and an object feature representation using a matrix decomposition model, based on the evaluation information and the auxiliary information; and determining a preference prediction value of a target user in the user set for a target object in the object set based on the user feature representation and the object feature representation.


Find Patent Forward Citations

Liu, Tianqiao. (2023). Method and apparatus for object preference prediction, and computer readable medium (U.S. Patent No. 11651255). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/11651255

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

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