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

Claim 0:
1. A method comprising:
maintaining, by a processing system including at least one processor, 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, by the processing system, 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, by the processing system, 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, by the processing system, 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.