IP Library Granted Patent US 12670431
Granted Patent B2
US 12670431 · App. 17/514,453 · Granted Jun 30, 2026

Method for and system for arranging consumable elements within a display interface

Inventor: Kenneth Neumann (Lakewood, CO)
Assignee: KPN INNOVATIONS, LLC
G06N20/00G06F16/24578G06F18/2113G06F18/214G06F18/22G06F18/2414
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Quick Facts
Patent No.
US 12670431
App. No.
17/514,453
Granted
Jun 30, 2026
Kind
B2
Abstract

A system and method for arranging consumable elements within a display interface, the system including a computing device configured to receive a first consumable element; calculate a first consumable score as a function of the first consumable element; receive a second consumable element; calculate a second consumable score as a function of the second consumable element; and arrange the first consumable element and the second consumable element within a display interface as a function of a ranking process.

Claims (63)

1 . A system for arranging consumable elements within a display interface, the system comprising:

a computing device, wherein the computing device is configured to:

receive a biological extraction of a user;

receive a first consumable element and a first alimentary profile;

identify a first nutritional impact as a function of the first consumable element;

calculate a first consumable score as a function of the first nutritional impact and the first alimentary profile;

receive a second consumable element and a second alimentary profile;

identify a second nutritional impact as a function of the second consumable element;

calculate a second consumable score as a function of the second nutritional impact and the second alimentary profile;

generate a predicted biological extraction of the user as a function of the first consumable score and the second consumable score, wherein the predicted biological extraction comprises a short-term predictive element representing a prediction of immediate changes that consumption of each consumable element will have on the biological extraction and a long-term predictive element representing a prediction of prolonged changes that consumption of each consumable element will have on the biological extraction; and

arrange the first consumable element and the second consumable element within a display interface as a function of the predicted biological extraction using a ranking process.

2 . The system of claim 1 , wherein receiving the first consumable element further comprises receiving at an image capture device located on the computing device, a photograph of the first consumable element.

3 . The system of claim 1 , wherein calculating the first consumable score further comprises:

receiving a previous consumable score as a function of a score database; and

calculating the first consumable score as a function of the previous consumable score.

4 . The system of claim 3 , wherein receiving the previous consumable score further comprises:

identifying a consumable interval; and

receiving the previous consumable score as a function of the consumable interval.

5 . The system of claim 1 , wherein calculating the first consumable score further comprises:

retrieving an input associated to the first consumable element; and

calculating the first consumable score as a function of the input.

6 . The system of claim 1 , wherein arranging the first consumable element and the second consumable element further comprises:

selecting a representative profile as a function of a user trait;

comparing the first consumable score and the second consumable score to the representative profile; and

ranking the first consumable score and the second consumable score as a function of the representative profile.

7 . The system of claim 1 , wherein arranging the first consumable element and the second consumable element further comprises ranking the first consumable element and the second consumable element as a function of a serving size.

8 . The system of claim 1 , wherein arranging the first consumable element and the second consumable element further comprises:

selecting the first consumable element for display in the user interface;

eliminating the second consumable element;

locating a third consumable element for display in the display interface; and

arranging the first consumable element and the third consumable element in the display interface.

9 . The system of claim 1 , wherein arranging the first consumable element and the second consumable element further comprises ranking the first consumable element and the second consumable element as a function of the first nutritional impact and the second nutritional impact.

10 . A method of arranging consumable elements within a display interface, the method comprising:

receiving, by a computing device, a biological extraction of a user;

receiving by a computing device, a first consumable element and a first alimentary profile;

identifying by the computing device, a first nutritional impact as a function of the first consumable element;

calculating by the computing device, a first consumable score as a function of the first nutritional impact and the first alimentary profile;

receiving by the computing device, a second consumable element and a second alimentary profile;

identifying by the computing device, a second nutritional impact as a function of the second consumable element;

calculating by the computing device, a second consumable score as a function of the second nutritional impact and the second alimentary profile;

generating, by the computing device, a predicted biological extraction of the user as a function of the first consumable score and the second consumable score, wherein the predicted biological extraction comprises a short-term predictive element representing a prediction of immediate changes that consumption of each consumable element will have on the biological extraction and a long-term predictive element representing a prediction of prolonged changes that consumption of each consumable element will have on the biological extraction; and

arranging by the computing device, the first consumable element and the second consumable element within a display interface as a function of the predicted biological extraction using a ranking process.

11 . The method of claim 10 , wherein receiving the first consumable element further comprises receiving at an image capture device located on the computing device, a photograph of the first consumable element.

12 . The method of claim 10 , wherein calculating the first consumable score further comprises:

receiving a previous consumable score as a function of a score database; and

calculating the first consumable score as a function of the previous consumable score.

13 . The method of claim 12 , wherein receiving the previous consumable score further comprises:

identifying a consumable interval; and

receiving the previous consumable score as a function of the consumable interval.

14 . The method of claim 10 , wherein calculating the first consumable score further comprises:

retrieving an input associated to the first consumable element; and

calculating the first consumable score as a function of the input.

15 . The method of claim 10 , wherein arranging the first consumable element and the second consumable element further comprises:

selecting a representative profile as a function of a user trait;

comparing the first consumable score and the second consumable score to the representative profile; and

ranking the first consumable score and the second consumable score as a function of the representative profile.

16 . The method of claim 10 , wherein arranging the first consumable element and the second consumable element further comprises ranking the first consumable element and the second consumable element as a function of a serving size.

17 . The method of claim 10 , wherein arranging the first consumable element and the second consumable element further comprises:

selecting the first consumable element for display in the user interface;

eliminating the second consumable element;

locating a third consumable element for display in the display interface; and

arranging the first consumable element and the third consumable element in the display interface.

18 . The method of claim 10 , wherein arranging the first consumable element and the second consumable element further comprises ranking the first consumable element and the second consumable element as a function of the first nutritional impact and the second nutritional impact.