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. 19, 2023

Filed:

Sep. 06, 2019
Applicant:

Moore and Gasperecz Global, Inc., Vancouver, CA;

Inventors:

Greg J. Gasperecz, New Orleans, LA (US);

Margery A. Moore, Vancouver, CA;

Yaser Khalighi, Vancouver, CA;

Gilda Majidi, Vancouver, CA;

Amir Hossein Najian, Vancouver, CA;

Assignee:
Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 30/00 (2023.01); G06N 20/00 (2019.01); G06N 5/04 (2023.01); G06Q 30/018 (2023.01); G06N 3/008 (2023.01); G06N 5/01 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/018 (2013.01); G06N 3/008 (2013.01); G06N 5/013 (2023.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

Described herein are systems and methods for extracting requirements from regulatory content data. The method including: receiving the regulatory content data; classifying an associated type for each citation in the regulatory content data using a trained classifier machine learning model, the classifier machine learning model trained using regulatory content data including expert labelled annotations; splitting citations in the regulatory content data, including determining whether each citation includes more than one requirement; merging one or more citations in the regulatory content data, including identifying child-parent relationships for the citations and merging citations based on conjunctive language; and outputting the citations and their associated type. In a particular case, the types of citations for classification include one of a requirement (REQ), an optional or site-specific requirement (OSR), a description (DSC), and part of another requirement.


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