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. 25, 2025

Filed:

Sep. 23, 2020
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Minh Le, McLean, VA (US);

Arturo Hernandez Zeledon, McLean, VA (US);

Rui Zhang, McLean, VA (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 3/0484 (2022.01); G06F 3/0481 (2022.01); G06F 9/451 (2018.01); G06F 40/205 (2020.01); G06F 40/279 (2020.01); G06N 3/045 (2023.01); G06N 3/08 (2023.01); G06V 10/40 (2022.01); G06V 30/10 (2022.01);
U.S. Cl.
CPC ...
G06F 3/0484 (2013.01); G06F 3/0481 (2013.01); G06F 9/451 (2018.02); G06F 40/205 (2020.01); G06F 40/279 (2020.01); G06N 3/045 (2023.01); G06N 3/08 (2013.01); G06V 10/40 (2022.01); G06V 30/10 (2022.01);
Abstract

Methods and systems are described for generating dynamic interface options using machine learning models. The dynamic interface options may be generated in real time and reflect the likely goals and/or intents of a user. The machine learning model may provide these features by interpreting multi-modal feature inputs. For example, the machine learning model may include a first machine learning model, wherein the first machine learning model comprises a convolutional neural network, and a second machine learning model, wherein the second machine learning model performs a Weight of Evidence (WOE) analysis.


Find Patent Forward Citations

Le, Minh. (2025). Systems and methods for generating dynamic interface options using machine learning models (U.S. Patent No. 12260070). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12260070

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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