Patent ID: 11874884
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A system comprising:
at least one processor configured to execute software instructions, wherein the software instructions, upon execution, cause the at least one processor to:
train a browser activity mapping machine learning classifier of a mapping data model to recognize web elements from historical user browsing activity based at least in part on a mapping of the historical user browsing activity to at least one known web element so as to produce a trained mapping data model;
track user browsing activity of a user on a webpage having at least one unknown web element;
wherein the user browsing activity comprises at least one user input on the webpage;
wherein the at least one user input is provided via a user computing device associated with the user;

input the user browsing activity into a browser activity mapping machine learning classifier of a trained mapping data model to output an identification of at least one identified web element mapped to the at least one unknown web element, the at least one identified web element being that is correlated with the user browsing activity;
generate at least one custom test for the webpage based at least in part on the at least one identified web element;
wherein the at least one custom test i-s comprises one or more computer-based instructions configured to perform at least one operation with the webpage to test at least one of a quality, performance, efficiency, reliability, or operation of the at least one identified web element; and

trigger the at least one custom test to be performed on the webpage by executing the one or more computer-based instructions so as to determine whether to modify the webpage.