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, 2025

Filed:

Sep. 02, 2020
Applicant:

Home Depot Product Authority, Llc, Atlanta, GA (US);

Inventors:

Khalifeh Al Jadda, Suwanee, GA (US);

Unaiza Ahsan, Atlanta, GA (US);

San He Wu, Smyrna, GA (US);

Huiming Qu, Atlanta, GA (US);

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/0601 (2022.12); G06F 16/9038 (2018.12); G06F 16/906 (2018.12);
U.S. Cl.
CPC ...
G06Q 30/0631 (2012.12); G06F 16/9038 (2018.12); G06F 16/906 (2018.12); G06Q 30/0629 (2012.12); G06Q 30/0643 (2012.12);
Abstract

Systems and methods for providing suggestions of complementary products responsive to an anchor product are disclosed. The method includes receiving a selection of an anchor product. A similarity score between text embeddings of the anchor product and text embeddings of a plurality of products in a product database is calculated. A similarity score between an image feature of the anchor product and an image feature of the plurality of products in the product database is calculated. A weighted score between the two similarity scores as calculated for the anchor product and the plurality of products in the product database is calculated. At least one of the products from the product database having a highest weighted score is selected and returned responsive to the selection of the anchor product.


Find Patent Forward Citations

Al Jadda, Khalifeh. (2025). Complementary item recommendations based on multi-modal embeddings (U.S. Patent No. 12282946). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12282946

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

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