Patent ID: 11943386
Assignee: AT&T INTELLECTUAL PROPERTY I, L.P.
Field: Telecommunications (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 18:
19. A non-transitory computer-readable medium storing instructions which, when executed by a processing system including at least one processor, cause the processing system to perform operations, the operations comprising:
maintaining a communication graph that includes nodes representing a plurality of phone numbers including a first phone number and edges between the nodes representing a plurality of communications between the plurality of phone numbers;
generating at least one vector via a graph embedding process applied to the communication graph, the at least one vector representing features of at least a portion of the communication graph;
applying the at least one vector to a prediction model that is implemented by the processing system and that is configured to predict whether the first phone number is associated with a type of network activity associated with a telecommunication network; and
implementing a remedial action in response to an output of the prediction model indicating that the first phone number is associated with the type of network activity.