公开(公告)号：US20240053156A1

公开(公告)日：2024-02-15

申请号：US17884834

申请日：2022-08-10

Applicant: ALLSTATE INSURANCE COMPANY

Inventor： Clayton Jeschke ,  Mariela Perignon ,  Nicholas Winter ,  Dipti Karmarkar ,  Anjana Tayi

IPC: G01C21/34 ,  G06N20/00

CPC classification number: G01C21/343 ,  G01C21/3492 ,  G06N20/00

Abstract: Aspects of the present disclosure generally relate to systems and methods for data processing, and more specifically for classifying telematics data to identify gig driving associated with vehicle trips. In one implementation, a method may include the operations of segmenting a trip of a vehicle to yield multiple segments, generating, via a feature extraction component, one or more input features associated with each segment of the multiple segments based on input data indicating driving characteristics during the trip, determining, via a gig detection component, whether the trip is associated with gig driving based on the one or more input features associated with teach segment, and outputting an indication of whether the trip is associated with gig driving based on the determination.