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. 29, 2026

Filed:

Dec. 07, 2023
Applicant:

Userzoom Technologies, Inc., Los Gatos, CA (US);

Inventors:

Jordi Ibañez, Barcelona, ES;

Laura Bernabe Miguel, Denver, CO (US);

David Torres Pascual, Fuenlabrada, ES;

Xavier Mestres, Barcelona, ES;

Assignee:

UserZoom Technologies, Inc., San Francisco, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06Q 10/00 (2026.01); G06N 5/04 (2023.01); G06N 20/00 (2019.01); G06Q 30/0283 (2023.01);
U.S. Cl.
CPC ...
G06Q 30/0283 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01);
Abstract

Systems and methods for attribute determination in a usability study are provided. The system includes the ability to collect screener questions and response pairs and determine the type of question. The question and response pairs may be processed for topic and entity extractions using machine learning (ML) models. From the collected topics and entities, a dictionary of attributes may be generated and eventually expanded/added to as new information regarding the participant becomes available. This attribute dictionary may take the form of a vector dictionary, in some particular embodiments. In some cases, the type of question being posed may dictate how the response is processed. These include a Boolean style question, a quantitative question, a single response question and a multi-response type question.


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