	US 12,190,295 B2
	Techniques to apply machine learning to schedule events of interest
Anh Truong, Champaign, IL (US); Mark Louis Watson, Urbana, IL (US); Austin Grant Walters, Savoy, IL (US); Jeremy Edward Goodsitt, Champaign, IL (US); Reza Farivar, Champaign, IL (US); Vincent Pham, Champaign, IL (US); Fardin Abdi Taghi Abad, Champaign, IL (US); and Kenneth Taylor, Champaign, IL (US)
Assigned to Capital One Services, LLC, McLean, VA (US)
Filed by Capital One Services, LLC, McLean, VA (US)
Filed on Mar. 13, 2023, as Appl. No. 18/120,618.
Application 18/120,618 is a continuation of application No. 16/444,819, filed on Jun. 18, 2019, granted, now 11,636,439.
Prior Publication US 2023/0281567 A1, Sep. 7, 2023
This patent is subject to a terminal disclaimer.
Int. Cl. G06Q 10/1093 (2023.01); G06F 16/906 (2019.01); G06F 16/908 (2019.01); G06N 20/00 (2019.01)

CPC G06Q 10/1093 (2013.01) [G06F 16/906 (2019.01); G06F 16/908 (2019.01); G06N 20/00 (2019.01)]

20 Claims

1. A device, comprising:

memory to store information from one or more computer applications;

a processing circuit coupled with the memory to perform logic, the logic to cause the processing circuit to:

identify a record having an event of interest, the record based on receipt of information about future activities in communications, notifications, or a combination thereof, based upon a value provided by a machine learning model that corresponds to a likelihood determined by the machine learning model that a device user will engage in the event of interest;

generate recommendation data for the event of interest, generation of recommendation data for the event of interest to:

store a contact in a contacts portion for an event leader of the event of interest; and

instruct a communication application to generate a communication directed towards the event leader; and

store at least one entry in a calendar application for the event of interest.