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. 07, 2022
Filed:
Apr. 13, 2020
Applicant:
Adobe Inc., San Jose, CA (US);
Inventors:
Hung Bui, Sunnyvale, CA (US);
Branislav Kveton, San Jose, CA (US);
Suvash Sedhain, Acton, AU;
Nikolaos Vlassis, San Jose, CA (US);
Jaya Kawale, San Jose, CA (US);
Assignee:
ADOBE INC., San Jose, CA (US);
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/06 (2012.01); G06F 7/08 (2006.01);
U.S. Cl.
CPC ...
G06Q 30/0631 (2013.01); G06F 7/08 (2013.01);
Abstract
Techniques disclosed herein provide more efficient and more relevant item recommendations to users in large-scale environments in which only positive interest information is known. The techniques use a rank-constrained formulation that generalizes relationships based on known user interests in items and/or use a randomized singular value decomposition (SVD) approximation technique to solve the formulation to identify items of interest to users in an efficiently, scalable manner.