Patent ID: 11887162
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 10:
11. A method performed by a message management system comprising a processor and a memory, the message management system in data communication with a plurality of client devices, the method comprising:
collecting user information from the plurality of client devices;
generating a predictive model, wherein the predictive model is a machine learning model trained on a training dataset;
applying the predictive model to the user information to generate a broadcast message, wherein the broadcast message solicits message requests for entry into a bidding process associated with an event in a network service area and a bidding timeframe;
transmitting the broadcast message over a network;
receiving message requests for the event during the bidding timeframe;
selecting one of the message requests from a selected requestor, wherein the selection of one of the message requests is made after an expiration of the bidding timeframe; and
receiving an event message from the selected requestor.