公开(公告)号：US20240159552A1

公开(公告)日：2024-05-16

申请号：US18378335

申请日：2023-10-10

Applicant: Geotab Inc.

Inventor： Chien An Liu ,  Natalie Joy Smith

IPC: G01C21/36 ,  G01C21/34

CPC classification number: G01C21/3617 ,  G01C21/343

Abstract: Systems and methods for determining vehicle vocation are provided. The method involves operating at least one processor to: retrieve telematics data associated with a vehicle, the telematics data originating from a telematics device installed in the vehicle; process the telematics data to extract a plurality of feature datasets, the plurality of feature datasets including: a first dataset associated with distances traveled by the vehicle; a second dataset associated with stops completed by the vehicle; and a third dataset associated with round trips performed by the vehicle; apply a plurality of trained cluster models to the plurality of feature datasets to determine a plurality of vocation probabilities; and determine the vocation of the vehicle based on the plurality of vocation probabilities.