US 12,001,966 B2
Generation of digital standards using machine-learning model
Divyesh Gaur, Pittsburgh, PA (US); Uxue Zurutuza Dorronsoro, Pittsburgh, PA (US); Anna Belova, Pittsburgh, PA (US); Audra Ziegenfuss, Baden, PA (US); and Roshan Bhave, Pittsburgh, PA (US)
Assigned to SAE International, Warrendale, PA (US)
Filed by SAE International, Warrendale, PA (US)
Filed on Mar. 30, 2023, as Appl. No. 18/193,147.
Application 18/193,147 is a continuation of application No. 16/905,559, filed on Jun. 18, 2020, granted, now 11,645,550.
Prior Publication US 2023/0237347 A1, Jul. 27, 2023
Int. Cl. G06N 20/00 (2019.01); G06F 16/36 (2019.01); G06F 18/214 (2023.01); G06F 18/23 (2023.01); G06N 5/025 (2023.01)
CPC G06N 5/025 (2013.01) [G06F 16/36 (2019.01); G06F 18/214 (2023.01); G06F 18/23 (2023.01); G06N 20/00 (2019.01)] 20 Claims
OG exemplary drawing
 
1. A method for generating a digital standard utilizing a trained machine-learning model, the method comprising:
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, wherein the schema identifies a format of the digital standard and provides for displaying digital standards consistently across digital standards;
storing the classified extracted conceptual units into a data repository as defined by the schema thereby allowing an access technique to access and retrieve one of the classified extracted conceptual units upon a request to display a digital standard including the one of the classified extracted conceptual units;
displaying, within a user interface on a display of an information handling device, a digital standard in a format based upon the schema, wherein the displaying comprises displaying a plurality of tabs within the user interface, each of the plurality of tabs corresponding to a different aspect of the digital standard, wherein the displaying comprises accessing conceptual units from the data repository corresponding to the digital standard and displaying the conceptual units in a format in accordance with the schema, and within one of the plurality of tabs corresponding to the classification of the conceptual units; and
providing, within the user interface, search and filter functions allowing for finding information related to the digital standard.