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:
May. 06, 2025

Filed:

Oct. 30, 2020
Applicant:

Ul Llc, Northbrook, IL (US);

Inventors:

Scot Webster, Northbrook, IL (US);

Mahmood Tabaddor, Rochester, MI (US);

John C. Jones, Gilberts, IL (US);

Mario Xerri, Melville, NY (US);

Assignee:

UL LLC, Northbrook, IL (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 30/018 (2022.12); G06N 20/00 (2018.12);
U.S. Cl.
CPC ...
G06Q 30/018 (2012.12); G06N 20/00 (2018.12);
Abstract

Systems and methods for using machine learning to assess eligibility for product certification are disclosed. According to certain aspects, a server computer may train a set of machine learning models using a set of training data, where the set of machine learning models may be specific to products and certifications for the products. The server computer may access product specifications associated with a set of products sought to be certified, and may analyze the product specifications using the an appropriate machine learning model(s), the output of which may indicate whether the set of products is eligible for certification, the set of products is ineligible for certification, or the product specifications need further review.


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