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:
Jun. 03, 2025

Filed:

Dec. 28, 2020
Applicant:

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

Inventors:

Rohit Sarin, McLean, VA (US);

Ryan Tomlinson, McLean, VA (US);

Elizabeth Maue, McLean, VA (US);

Alex Baird, McLean, VA (US);

Jose Martinez, McLean, VA (US);

Chengjun Zhu, McLean, VA (US);

Weiyan Sun, McLean, VA (US);

Robert Cezeaux, McLean, VA (US);

Assignee:

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

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 18/2113 (2023.01); G06F 3/0482 (2013.01); G06F 3/04883 (2022.01); G06F 3/16 (2006.01); G06N 3/08 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06F 3/0482 (2013.01); G06F 3/04883 (2013.01); G06F 3/167 (2013.01); G06F 18/2113 (2023.01); G06N 3/08 (2013.01); G06N 20/00 (2019.01);
Abstract

A device obtains historical interaction data concerning a plurality of user interactions, where a user interaction of the plurality of user interactions includes one or more touchpoint sets, obtains historical response data concerning a plurality of user responses, where a user response of the plurality of user responses corresponds to a user interaction, and processes the historical interaction data and the historical response data using a modelling pipeline to determine an association between user interaction score and a touchpoint set. The device determines information concerning a current user interaction, processes the information concerning the current user interaction using the modelling pipeline to determine a current user interaction score and ranking of one or more touchpoint sets of the current user interaction, and causes, based on the current user interaction score and the ranking of the one or more touchpoint sets, at least one action to be performed.


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