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:
Sep. 30, 2025

Filed:

Mar. 29, 2021
Applicant:

Kpn Innovations, Llc., Lakewood, CO (US);

Inventor:

Kenneth Neumann, Lakewood, CO (US);

Assignee:

KPN INNOVATIONS, LLC., Lakewood, CO (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/451 (2018.01); G06F 3/0483 (2013.01); G06F 3/04845 (2022.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06Q 30/0601 (2023.01); H04L 67/10 (2022.01);
U.S. Cl.
CPC ...
G06F 9/452 (2018.02); G06F 3/0483 (2013.01); G06F 3/04845 (2013.01); G06N 7/01 (2023.01); G06N 20/00 (2019.01); G06Q 30/0641 (2013.01); H04L 67/10 (2013.01);
Abstract

A system for providing alimentary combinations in a packet-based graphical user interface generated using distance metrics is disclosed. The system includes a computing device designed and configured to receive user classification data, wherein the user classification training data includes a plurality of elements correlating user data entries to user set identifiers. The computing device is configured to receive at least an element of user data, train a user classifier as a function of the user classification training data using a machine learning algorithm. The computing device is configured to classify the at least an element of user data to a user set identifier, set a non-alimentary ordering criterion default parameter as a function of the user set identifier, and order an alimentary combination as a function of the non-alimentary ordering criterion. A method of providing alimentary combinations in a packet-based graphical user interface generated using distance metrics is also disclosed.


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