Patent ID: 11937146
Assignee: T-MOBILE USA, INC.
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 14:
15. A system, comprising:
one or more non-transitory storage mediums configured to provide stored computer-readable instructions, the one or more non-transitory storage mediums coupled to one or more processors, the one or more processors configured to execute the computer-readable instructions to cause the one or more processors to:
maintain a location dataset comprising cached location data of a location in an environment associated with an environment class;
receive sensor data comprising location data associated with a user device located in the environment;
identify one or more prediction factors from a user behavior pattern of a user associated with the user device in the environment, based at least on the sensor data;
create associations among the one or more prediction factors based on feature engineering on the sensor data;
derive a user behavior vector of the user based on the created associations, wherein the user behavior vector is a representation of an environment class;
embed the user behavior vector;
classify the environment to the environment class;
associate the location data to the environment class;
determine an actual location of the user device based at least on the environment classification;
filter the location dataset to remove false location data, including:
generate a filtering value corresponding to the environment based on the environment class;
determine whether the location is within a predetermined distance of an actual location of the user device based at least on the filtering value; and
in response to determining that the location is not within the predetermined distance of the actual location of the user device, removing the cached location data from the location dataset; and

provide one or more telecommunications services based at least on the environment class associated with the actual location of the user device.