CPC H04M 15/58 (2013.01) [G06N 5/022 (2013.01); H04M 3/2281 (2013.01); H04M 15/41 (2013.01); H04M 15/47 (2013.01)] | 20 Claims |
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.
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