Patent ID: 11864154
Assignee: VERIZON PATENT AND LICENSING INC.
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 12:
13. A system comprising:
a memory comprising instructions; and
a processor coupled to the memory, the processor configured to execute the instructions to facilitate performance of operations comprising:
separating a set of data points, collected from mobile devices, into groups based upon at least one of mobile device sessions or user identifiers associated with the mobile devices;
identifying a set of leftover data points not within the groups;
applying a random walk with drift distribution to the set of leftover data points to generate confidence bounds;
determining a time horizon for how far synthetic data can be generated before exceeding the confidence bounds set for an allowable error threshold; and
extrapolating synthetic data points starting at a leftover data point of a vector of the time horizon and moving along the vector according to fixed value steps.