Patent · US Active

Using machine learning for iconography recommendations

US11887226B2 · kind B2 · utility

0Cited by

2References

20Claims

0Family size

Assignee

CAPITAL ONE SERVICES, LLC · US

Inventors

Briana Shaver · Flower Mound, US
Mark Morrison · Plano, US

Key dates

Filing date	Jan 10, 2022
Grant date	Jan 30, 2024
Priority date	—
Expiry date	Jan 15, 2042

Classification

Technology area (CPC G)Physics
CPC primaryG06N20/20
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

In some implementations, a recommendation system may input text into a machine learning model that was trained using input specific to an organization associated with the text and was refined using input specific to a portion of the organization. The recommendation system may receive, from the machine learning model, a recommendation indicating one or more visual components, stored in a database associated with the organization, to use with the text. The machine learning model may use natural language processing and sentiment detection to parse the text. Accordingly, the recommendation system may receive the one or more visual components from the database and generate an initial draft including the text and the one or more visual components.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.