US 12,750,427 B2 · Automatic generation and provisioning of notification data to dynamically selected network-connected devices

Abstract

The disclosed embodiments include computer-implemented systems, apparatuses, and processes that automatically generate and provision notification data to a dynamically selected set of network-connected devices operating within a computing environment. For example, an apparatus receives a first signal including first information identifying first data exchanges initiated during a first temporal interval and compute, based on an application of a machine learning process or an artificial intelligence process to the first information, an expected value of a parameter of the first data exchanges during a second temporal interval. When the expected parameter value is inconsistent with a target parameter value, the apparatus loads, second information characterizing a second data exchange capable of initiation during the second temporal interval, and generates and transmits a second signal to a client device disposed that is disposed proximate to a predetermined geographic position and that exhibits a first device characteristic associated with the second data exchange.

Claims20

Dependent claims

An apparatus, comprising:

a communications interface;
a memory storing instructions;
and
at least one processor coupled to the communications interface and the memory, the at least one processor being configured to execute the instructions to:
receive, via the communications interface, first information identifying one or more first exchanges of data initiated at a first device during a first temporal interval;
based on at least a portion of the first information, determine that a second exchange of data is capable of initiation at the first device during a second temporal interval, and obtain, from the memory, digital content representative of an incentive to initiate the second data exchange during the second temporal interval;
based on positional data characterizing a geographic position of a second device, determine that the second device is disposed within a threshold distance of a geographic position of the first device;
and
based on the determination that the second device is disposed within the threshold distance of the geographic position of the first device, transmit notification data that includes the digital content to the second device via the communications interface.

6 more elements

A computer-implemented method, comprising:

receiving, using at least one processor, first information identifying one or more first exchanges of data initiated at a first device during a first temporal interval;
based on at least a portion of the first information, determining, using the at least one processor, that a second exchange of data is capable of initiation at the first device during a second temporal interval, and obtaining, using the at least one processor, digital content representative of an incentive to initiate the second data exchange during the second temporal interval;
based on positional data characterizing a geographic position of a second device, determining, using the at least one processor, that the second device is disposed within a threshold distance of a geographic position of the first device;
and
based on the determination that the second device is disposed within the threshold distance of the geographic position of the first device, transmitting notification data that includes the digital content to the second device using the at least one processor.

2 more elements

Dependencies are inferred from the claim text.

Automatic generation and provisioning of notification data to dynamically selected network-connected devices

Life of this patent

Automatic generation and provisioning of notification data to dynamically selected network-connected devices

Life of this patent

Abstract

Claims20