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:
Nov. 05, 2024

Filed:

Aug. 26, 2021
Applicant:

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

Inventors:

Vincent Pham, Champaign, IL (US);

Anh Truong, Champaign, IL (US);

Jeremy Goodsitt, Champaign, IL (US);

Austin Walters, Savoy, IL (US);

Alvin S. Hua, Clarksburg, MD (US);

Galen Rafferty, Mahomet, IL (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 29/08 (2006.01); G06N 20/00 (2019.01); H04L 67/306 (2022.01); H04L 67/50 (2022.01);
U.S. Cl.
CPC ...
G06N 20/00 (2019.01); H04L 67/306 (2013.01); H04L 67/535 (2022.05);
Abstract

Systems and methods of the present disclosure enable automated and predictive generation of shortcuts to network resources by receiving a content part of a network resource based on a user selection of a link. Monitoring user interactions with the content part are monitored to produce user interaction data, and a usage parameter is determined based on the user interaction data. When a value of the user usage parameter exceeds a threshold value, a network resource content classification associated with the link is automatically generated based at least in part on a content classification machine learning model trained to classify the content part, the network resource, or both, based at least in part on a content similarity to an existing stored network resource identifier. A stored network resource identifier is automatically generated for the link in a network resource group of a user profile associated with the network resource content classification.


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