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:
Mar. 04, 2025

Filed:

Apr. 13, 2023
Applicant:

User Testing, Inc., San Francisco, CA (US);

Inventors:

Ranjitha Kumar, Champaign, IL (US);

Kristijan IVancic, Glasgow, GB;

Kelsey Elizabeth Turbeville, San Francisco, CA (US);

Ali Hur Zaidi, Saratoga, CA (US);

Jenny Gutierrez Villalobos, Falls Church, VA (US);

Jason Matthew Moss, Decatur, GA (US);

Assignee:

USER TESTING, INC., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/22 (2019.01); G06F 16/28 (2019.01);
U.S. Cl.
CPC ...
G06F 16/285 (2019.01); G06F 16/2237 (2019.01);
Abstract

A computer-based method to identify test user intent during evaluation of user interaction with a digital asset is provided comprising: receiving test user interaction data; producing a vector based upon the received data; using a machine learning model to project the vector to a first non-custom label embedding vector space; using the machine learning model to project the vector to a second custom label embedding vector space; determining a starting label associated with the vector based at least in part upon a nearest neighbor search within the first embedding vector space for a label nearest to the vector and a nearest neighbor search within the second embedding vector space for a nearest neighbor to the vector, receiving identification of a custom label; and adjusting the second embedding vector space based upon the custom label.


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