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. 31, 2026

Filed:

May. 12, 2022
Applicant:

Wells Fargo Bank, N.a., San Francisco, CA (US);

Inventors:

Misty Kay Ritchie, Cramerton, NC (US);

Tyler Browning Goodman, Okemos, MI (US);

Wei Wang, Media, PA (US);

Stephen James Braje, Minneapolis, MN (US);

Maryam Heidari Beisafar, Hoboken, NJ (US);

Joseph Matthew Walter, Charlotte, NC (US);

Assignee:

Wells Fargo Bank, N.A., San Francisco, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 16/00 (2019.01); G06F 16/3329 (2025.01); G06F 16/334 (2025.01); G06F 16/358 (2025.01); G06N 3/04 (2023.01);
U.S. Cl.
CPC ...
G06F 16/358 (2019.01); G06F 16/3329 (2019.01); G06F 16/3344 (2019.01); G06N 3/04 (2013.01);
Abstract

Disclosed in some examples are methods, systems, devices, and machine-readable mediums which create various data visualizations from a corpus of raw data collected from one or more sources. For example, natural language text documents of a corpus may be classified based upon the topic of the data. The documents may be labeled with the phase during which the documents were collected or observed. A visualization may then be generated which shows a correlation between the phase and the topics observed. For example, a number of times a particular topic appeared in a particular phase. The visualization may be two-dimensional, three-dimensional, or the like.


Find Patent Forward Citations

Quick Actions:

Ritchie, Misty. (2026). Automated topic modelling and visualization based upon service phase (U.S. Patent No. 12591613). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12591613

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

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