IP Library Granted Patent US 10,832,172
Granted Patent B1
US 10,832,172 · App. 16/547,678 · Granted Nov 10, 2020

Systems and methods for arranging transport of adapted nutrimental artifacts with user-defined restriction requirements using artificial intelligence

Inventor: Kenneth Neumann (Lakewood, CO)
G06N20/00G16H20/60
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Quick Facts
Patent No.
US 10,832,172
App. No.
16/547,678
Granted
Nov 10, 2020
Kind
B1
Abstract

A system for arranging transport of adapted nutrimental artifacts with user-defined restriction requirements using artificial intelligence. The system includes at least a user-client device designed and configured to display at least an unrestricted nutrimental object, transmit at least a restricted nutrimental datum, transmit at least an adapted nutrimental request, and receive a selection of at least a sustenance provider and a selection of at least a physical performer. The system includes at least a server designed and configured to receive at least a restricted nutrimental datum. The system includes a nutrimental processing module operating on the at least a server designed and configured to generate at least a first filter set and transmit at least a first filter set. The system includes a nourishment provider module operating on the at least a server design and configured to generate at least a sustenance provider instruction set and at least a physical performer instruction set, and select the at least a sustenance provider and the at least a physical performer.

Claims (63)

1. A system for arranging transport of adapted nutrimental artifacts with user-defined restriction requirements using artificial intelligence, the system comprising:

at least a user-client device associated with a user and containing at least an exhibition element and a processor and connected to at least a central network, the at least a user-client device designed and configured to:

display at least an unrestricted nutrimental object on the at least an exhibition element;

generate a restricted nutrimental datum, wherein generating the restricted nutrimental datum comprises recording an allergy test of the user;

transmit the at least a restricted nutrimental datum;

generate a restricted nutrimental object, wherein generating the restricted nutrimental object comprises filtering the unrestricted nutrimental object according to a filter of the at least a first filter set;

generate at least an adapted nutrimental request, wherein generating the at least an adapted nutrimental request comprises selecting a nutrimental artifact from the restricted nutrimental object;

transmit the at least an adapted nutrimental request, said at least an adapted nutrimental request identifying the selected nutrimental artifact; and

receive a selection of at least a sustenance provider and a selection of at least a physical performer;

at least a server, connected to the at least a central network, the at least a server designed and configured to receive the at least a restricted nutrimental datum;

a nutrimental processing module operating on the at least a server, the nutrimental processing module designed and configured to:

generate, at least a first filter set by a machine learning model, the machine learning model trained by a training set comprising restricted nutrimental data, the machine learning model configured to receive the allergy test of the user as inputs and output the at least the first filter set; and

transmit the at least a first filter set to the at least a user-client device;

and a nourishment provider module operating on the at least a server, the nourishment provider module designed and configured to:

receive the at least an adapted nutrimental request;

receive at least a sustenance provider datum, and at least a physical performer datum;

generate at least a sustenance provider instruction set and at least a physical performer instruction set as a function of the at least a sustenance provider datum and the at least a physical performer datum and the identified nutrimental artifact;

select the at least a sustenance provider and the at least a physical performer as a function of the at least a sustenance provider instruction set and the at least a physical performer instruction set, wherein selecting a sustenance provider further comprises:

generating a loss function wherein the loss function comprises a machine-learning model trained by a training set comprising using nutrimental preferences, wherein the machine learning model is configured to receive at least a user nutrimental preference as inputs and output the loss function; and

minimizing the loss function; and

transmit the selection of the at least a sustenance provider and the selection of the at least a physical performer to the at least a user-client device.

2. The system of claim 1 , wherein transmitting the at least a restricted nutrimental datum by the at least a user-client device further comprises:

displaying by the at least a user-client device, a discretionary restriction requirement field; and

uploading at least a restriction requirement datum to the discretionary restriction requirement field.

3. The system of claim 1 , wherein transmitting the at least an adapted nutrimental request from the at least a user-client device further comprises transmitting at least an element of user data and at least a nutrimental artifact.

4. The system of claim 1 , wherein selecting the at least a sustenance provider and the at least a physical performer further comprises:

producing a field of combinations of the at least a sustenance provider and the at least a physical performer; and

selecting the at least a sustenance provider and the at least a physical performer using a lazy-learning process.

5. The system of claim 1 , wherein selecting the at least a sustenance provider and selecting the at least a physical performer further comprises transmitting a subset of data associated with at least a user to the at least a sustenance provider and to the at least a physical performer.

6. The system of claim 1 , wherein the at least a server further comprises: a group processing module operating on the at least a server, the group processing module designed and configured to:

receive a plurality of adapted nutrimental requests from a plurality of user-client devices; and

generate at least an adapted nutrimental request containing at least a group identifier as a function of the plurality of adapted nutrimental requests.

7. The system of claim 6 , wherein generating the at least an adapted nutrimental request further comprises:

generating at least a second filter set as a function of a plurality of first restricted nutrimental objects; and

receiving a plurality of adapted nutrimental requests as a function of receiving a selection from at least a second restricted nutrimental object of the at least a second filter set.

8. A method of generating restriction requirements with at least a user-client device for transport of adapted nutrimental artifacts using artificial intelligence, the method comprising:

displaying, by at least a user-client device, at least an unrestricted nutrimental object;

generating, by the at least a user-client device, a restricted nutrimental datum,

wherein generating the restricted nutrimental datum comprises recording an allergy test of the user, and wherein generating the restricted nutrimental datum further comprises:

receiving at least a user input variable wherein the at least a user input variable further comprises at least a user nutrimental preference input;

generating a loss function wherein the loss function comprises a machine-learning model trained by a training set comprising user nutrimental preferences, wherein the machine learning model is configured to receive at least a user nutrimental preferences as inputs and output the loss function; and

minimizing the loss function;

receiving, by the at least a user-client device, at least a first filter set, said first filter set generated by a machine learning model trained by a training set comprising at least restricted nutrimental data, the machine learning model configured to receive the allergy test as inputs and output a first filter set;

generating, by the at least a user-client device, a restricted nutrimental object, wherein generating the restricted nutrimental object comprises filtering the unrestricted nutrimental object according to at least a first filter set;

generating, by the at least a user-client device, at least an adapted nutrimental request, wherein generating the at least an adapted nutrimental request comprises selecting a nutrimental artifact from the restrict nutrimental object;

transmitting by the at least a user-client device at least an adapted nutrimental request to at least a sustenance provider and to at least a physical performer, said at least an adapted nutrimental request identifying the selected nutrimental artifact;

receiving by the at least a user-client device at least a selection datum containing at least a sustenance provider and at least a physical performer; and

displaying by the at least a user-client device at least a confirmation screen.

9. The method of claim 8 , wherein receiving the at least a restriction requirement datum further comprises receiving at least a restriction requirement datum generated as a function of at least a biological extraction input.

10. The method of claim 8 , wherein receiving the at least a restriction requirement datum further comprises receiving at least a restriction requirement datum containing at least a nutrition plan and data indicating a user's desire to gain muscle mass.

11. The method of claim 8 , wherein receiving at least a restriction requirement datum further comprises receiving at least a restriction requirement datum containing at least a preference input including at least a terminal location.

12. The method of claim 8 , wherein receiving the at least a first filter set further comprises receiving at least a body intolerability score.

13. The method of claim 8 , wherein receiving the at least a first filter set further comprises receiving at least a user aversion score.

14. The method of claim 8 , wherein transmitting the at least an adapted nutrimental request further comprises transmitting at least an element of user data and at least a nutrimental artifact.

15. The method of claim 8 , wherein receiving the at least a selection datum containing the at least a sustenance provider and the at least a physical performer further comprises:

joining a plurality of user-client devices in a group ordering schema;

receiving a group identifier of the group ordering schema; and

transmitting at least an adapted nutrimental request of a plurality of adapted nutrimental requests.

16. The method of claim 15 , wherein transmitting the at least an adapted nutrimental request of the plurality of nutrimental requests further comprises:

transmitting at least a first restricted nutrimental object of a plurality of first restricted nutrimental objects;

receiving at least a second filter set as a function of the plurality of first restricted nutrimental objects;

displaying at least a second restricted nutrimental object as a function of a selection from the at least a second filter set; and

generating at least an adapted nutrimental request as a function of the selection from the at least a second restricted nutrimental object.

Assignments (1)
ASSIGNMENT OF ASSIGNOR'S INTEREST Recorded Feb 20, 2020
From: NEUMANN, KENNETH
To: KPN INNOVATIONS, LLC
Reel/Frame 051975/0946 →