US 12,169,535 B2
System and method for region persona generation
Vaishali Ravindranath, Tamilnadu (IN); and Kushal Singla, Karnataka (IN)
Assigned to Verizon Patent and Licensing Inc., Basking Ridge, NJ (US)
Filed by Verizon Patent and Licensing Inc., Basking Ridge, NJ (US)
Filed on Mar. 28, 2022, as Appl. No. 17/706,422.
Prior Publication US 2023/0306086 A1, Sep. 28, 2023
Int. Cl. G06F 16/35 (2019.01); G06F 16/335 (2019.01); G06F 18/23213 (2023.01); G06F 18/2413 (2023.01)
CPC G06F 18/23213 (2023.01) [G06F 16/337 (2019.01); G06F 16/353 (2019.01); G06F 18/24147 (2023.01)] 20 Claims
OG exemplary drawing
 
1. A method comprising:
receiving, by a device, attribute data for a first region served by a telecommunications service;
determining, by the device, a cluster label for the first region based on the attribute data;
determining, by the device, a first region persona for the first region using a decision tree classifier model based on the cluster label;
receiving second attribute data, different than the attribute data, for a second region served by the telecommunications service;
determining a second cluster label, different than the cluster label, for the second region based on the second attribute data;
determining a second region persona, different than the first region persona, for the second region based on the second cluster label; and
implementing, by the device, a corresponding set of recommended service parameters for the telecommunications service in each region of a plurality of regions served by the telecommunications service by using the set of recommended service parameters to configure one or more devices in the region based on a region persona of the region, wherein the implementing comprises using first recommended service parameters to configure one or more first devices in the first region based on the first region persona and using second recommended service parameters, different than the first recommended service parameters, to configure one or more second devices in the second region based on the second region persona.