Patent ID: 11898857
Assignee: ALLSTATE INSURANCE COMPANY
Field: Digital communication (Electrical engineering)
Classification: CPC G  H | IPC G  H

Claim 10:
11. A computing device, comprising:
one or more processors; and
memory storing instructions that, when executed by the one or more processors, cause the computing device to:
obtain telematics data comprising a set of geographic locations and a set of times that a vehicle was at each geographic location;
determine a set of trips based on the telematics data, wherein:
each trip in the set of trips comprises a starting location, a first time the vehicle was at the starting location, an ending location, and a second time the vehicle was at the ending location; and
the starting location and the ending location are indicated in the set of geographic locations;

determine a set of features for each trip in the set of trips; and
classify each trip in the set of trips based on the set of features for each trip, wherein a classified trip comprises a label indicating if the classified trip is a business trip or a personal trip and a confidence metric indicating a probabilistic likelihood that the label correctly identifies whether the classified trip is the business trip or the personal trip.