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.
Patent No.:
Date of Patent:
Dec. 10, 2024
Filed:
Nov. 04, 2022
Wevo, Inc., Boston, MA (US);
Dustin Garvey, Exeter, NH (US);
Shannon Walsh, Boston, MA (US);
Frank Chiang, Boston, MA (US);
Janet Muto, Boston, MA (US);
Nitzan Shaer, Boston, MA (US);
Charlie Hoang, Brighton, MA (US);
Hannah Sieber, Mendon, MA (US);
Nick Montaquila, Boston, MA (US);
Jessica Yau, Quincy, MA (US);
Joseph Gibson, Boston, MA (US);
Mary McMurray, Pinehurst, NC (US);
Laurie Delaney, Dedham, MA (US);
Andrea Paola Aguilera GarcĂa, Cambridge, MA (US);
Alexa Stewart, Andover, MA (US);
Wevo, Inc, Boston, MA (US);
Abstract
Techniques are described herein for selecting, curating, normalizing, enriching, and synthesizing the results of user experience (UX) tests. In some embodiments, a system receives input defining or modifying a theme schema for classifying results of user experience tests. Responsive to receiving the input, the system trains a themer model based at least in part on example classifications in a training dataset, where the classifications map results to themes within the theme schema. When a new set of results for a user experience test is received, the trained machine learning model may generate a set of predicted themes to classify the test results. The output of the model may be used to render user interfaces and/or trigger other actions directed to optimizing a product's design.