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:
Oct. 11, 2022
Filed:
Nov. 12, 2020
Walmart Apollo, Llc, Bentonville, AR (US);
Nimesh Sinha, San Jose, CA (US);
Luyi Ma, Sunnyvale, CA (US);
Hyun Duk Cho, San Francisco, CA (US);
Sushant Kumar, Sunnyvale, CA (US);
Kannan Achan, Saratoga, CA (US);
Rahul Ramkumar, Santa Clara, CA (US);
WALMART APOLLO, LLC, Bentonville, AR (US);
Abstract
Systems and methods for generating a set of personalized complementary recommendations is disclosed. A user identifier and an anchor item identifier are received. A set of personalized-weighted items and a set of complimentary-weighted items are each generated based on the user identifier and the anchor item identifier. The personalized-weighted items are generated by a trained supervised model. The complementary-weighted items are generated by a trained unsupervised model. A set of personalized complementary recommendations including a subset of the personalized-weighted items and a subset of the complementary-weighted items is generated.