GENERATION OF DIGITAL STANDARDS USING MACHINE-LEARNING MODEL

Patent №

US 11,645,550

Granted

2023-05-09

Filed 2020

Owner

SAE INTERNATIONAL

+1 more

Lab

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16905559

One embodiment provides a method for generating a digital standard utilizing a trained machine-learning model, the method including: receiving an underlying standard; extracting conceptual units from the underlying standard; classifying, using at least one trained machine-learning model, at least a portion of the extracted conceptual units into one of a plurality of classification groups, wherein each of the classification groups identifies a function of the extracted conceptual units, included within a given classification group, within the underlying standard; wherein the classifying comprises classifying conceptual units from the underlying standard based upon sections of a schema corresponding to a digital standard; and storing the classified extracted conceptual units into a data repository based upon the schema. Other aspects are described and claimed.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06N 5/025G06F 16/31G06F 16/36G06F 18/214G06F 18/23G06N 20/00G06Q 10/10

AI classification

Natural language1.00
Machine learning1.00
Knowledge representation0.98
Planning0.98
AI hardware0.96
Vision0.60
Speech0.01
Evolutionary computation0.00

Ownership

SAE INTERNATIONAL

assignment · 563270682

COGNISTIC LLC

assignment · 563270854

Assignors

ZIEGENFUSS, AUDRA

On an employer assignment, the assignors are typically the inventors.

© 2026 NYSGPT2525 LLC