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:
Aug. 29, 2023

Filed:

Aug. 06, 2021
Applicant:

Disney Enterprises, Inc., Burbank, CA (US);

Inventors:

Miquel Angel Farre Guiu, Bern, CH;

Monica Alfaro Vendrell, Barcelona, ES;

Marcel Porta Valles, Balaguer, ES;

Pablo Pernias, Sant Joan d'Alacant, ES;

Marc Junyet Martin, Barcelona, ES;

Melina Ovanessian, La Crescenta, CA (US);

Anthony M. Accardo, Los Angeles, CA (US);

Mara Idai Lucien, Los Angeles, CA (US);

Assignee:

Disney Enterprises, Inc., Burbank, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
A61N 1/00 (2006.01); G06F 16/28 (2019.01); G06N 20/00 (2019.01); G06F 16/2457 (2019.01);
U.S. Cl.
CPC ...
G06F 16/285 (2019.01); G06F 16/24573 (2019.01); G06N 20/00 (2019.01);
Abstract

According to one implementation, a system includes a computing platform having processing hardware, a system memory storing a software code; and a machine learning model based classifier. The processing hardware is configured to execute the software code to receive tagging quality assurance (QA) data including multiple terms applied as tags and corrections to those tags, to identify, using the tagging QA data, a first problematic term, and to classify, using the machine learning model based classifier, the first problematic term as one of confusing or flawed. The processing hardware is further configured to execute the software code to obtain, when the first problematic term is classified as confusing, a comparative sample for clarifying use of the first problematic term, and to obtain, when the first problematic term is classified as flawed, modification data for editing a predetermined annotation taxonomy including the first problematic term.


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