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:
Jan. 03, 2023

Filed:

Jan. 31, 2020
Applicant:

Walmart Apollo, Llc, Bentonville, AR (US);

Inventors:

Mansi Ranjit Mane, Sunnyvale, CA (US);

Anirudha Sundaresan, Sunnyvale, CA (US);

Stephen Dean Guo, Saratoga, CA (US);

Aditya Mantha, Sunnyvale, CA (US);

Kannan Achan, Saratoga, CA (US);

Assignee:

WALMART APOLLO, LLC, Bentonville, AR (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/00 (2012.01); G06N 3/04 (2006.01); G06Q 30/06 (2012.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06N 3/0454 (2013.01); G06N 3/08 (2013.01); G06Q 30/0631 (2013.01);
Abstract

Systems and methods including one or more processors and one or more non-transitory storage devices storing computing instructions configured to run on the one or more processors and perform: receiving an input identifying an anchor item; determining, using a quadruplet network associated with a neural network architecture, one or more item categories corresponding to complementary items associated with the anchor item; generating, using a ranking network associated with the neural network architecture, scores for the complementary items included in the one or more item categories; generating, using the ranking network associated with the neural network architecture, first ranking results for the complementary items based, at least in part, on the scores; and selecting one or more of the complementary items to be displayed based, at least in part, on the first ranking results. Other embodiments are disclosed herein.


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