US 11,887,162 B2
Systems and methods for message management in localized networks
Austin Walters, Savoy, IL (US); Jeremy Goodsitt, Champaign, IL (US); and Vincent Pham, Champaign, IL (US)
Assigned to CAPITAL ONE SERVICES, LLC, McLean, VA (US)
Filed by Capital One Services, LLC, McLean, VA (US)
Filed on Jun. 21, 2022, as Appl. No. 17/845,018.
Application 17/845,018 is a continuation of application No. 17/166,623, filed on Feb. 3, 2021, granted, now 11,386,460.
Prior Publication US 2022/0318849 A1, Oct. 6, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. G06Q 30/02 (2023.01); G06Q 30/0251 (2023.01); H04W 4/029 (2018.01); G06N 5/02 (2023.01); G06N 20/00 (2019.01); H04W 4/23 (2018.01)
CPC G06Q 30/0261 (2013.01) [G06N 5/02 (2013.01); G06N 20/00 (2019.01); H04W 4/029 (2018.02); H04W 4/23 (2018.02)] 20 Claims
OG exemplary drawing
 
1. A system, comprising:
a message management system comprising a processor and a memory, the message management system in data communication with a plurality of client devices,
wherein the message management system is configured to:
collect user information from the plurality of client devices,
generate a predictive model, wherein the predictive model is a machine learning model trained on a training dataset,
apply 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,
transmit the broadcast message over a network,
receive message requests for the event during the bidding timeframe,
select 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
receive an event message from the selected requestor.