Patent ID: 11966449
Assignee: CAPITAL ONE SERVICES, LLC
Field: Digital communication (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 0:
1. A system, comprising:
one or more processors; and
a non-transitory memory in communication with the one or more processors and storing instructions that, when executed by the one or more processors, are configured to cause the system to:
generate a first webpage comprising one or more first features;
transmit the first webpage for display via a graphical user interface (GUI) of a user device; and
iteratively, until a predetermined threshold is achieved:
receive data corresponding to a first user;
generate, by an encoder, encoded data based on the data, wherein the encoded data is inserted into a latent space comprising previously encoded data corresponding to other users that share at least one characteristic with the first user;
generate, by a decoder, one or more second features based on the encoded data and the latent space, wherein the one or more second features comprise a prediction of features that are tailored to the first user;
modify the first webpage to generate a second webpage comprising the one or more second features;
transmit the second webpage for display via the GUI of the user device;
receive user feedback associated with the second webpage; and
determine whether the user feedback exceeds the predetermined threshold; and

responsive to the predetermined threshold being achieved, transmit the latest version of the second webpage without requesting additional user feedback.