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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.:

US 12591921 B1

PDFFull Text
Date of Patent:
Mar. 31, 2026

Filed:

Nov. 20, 2023

Optimize shopping route using purchase embeddings

Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Kate Key, Powhatan, VA (US);

Anh Truong, Champaign, IL (US);

Jeremy Goodsitt, Champaign, IL (US);

Galen Rafferty, Mahomet, IL (US);

Austin Walters, Savoy, IL (US);

Vincent Pham, Seattle, WA (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:

Banner & Witcoff, Ltd.

Primary Examiner:

Joseph M Waesco

Int. Cl.
CPC ...
G06Q 10/00 (2023.01); G01C 21/34 (2006.01); G06F 16/245 (2019.01); G06F 16/29 (2019.01); G06Q 30/0201 (2023.01); G06Q 30/0601 (2023.01); G06Q 40/10 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/0631 (2013.01); G01C 21/3407 (2013.01); G01C 21/3461 (2013.01); G06F 16/245 (2019.01); G06F 16/29 (2019.01); G06Q 30/0201 (2013.01); G06Q 30/0206 (2013.01); G06Q 30/0639 (2013.01); G06Q 40/10 (2013.01);
Abstract

Aspects described herein may relate to methods, systems, and apparatuses that provide new capabilities for recommending purchases to a user based on the user's past purchasing history and the purchase history of others. A new descriptor referred to as 'purchase embeddings' is disclosed, which are data records in a new multi-dimensional space for describing and tracking purchases of goods and services.

Find Patent Forward Citations

Quick Actions:

Key, Kate. (2026). Optimize shopping route using purchase embeddings (U.S. Patent No. 12591921). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12591921

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

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