US 12,305,994 B2
Systems and methods for classifying vehicle trips
Alex Kreig, Northbrook, IL (US); Anthony Recchia, Chicago, IL (US); En-Chieh Yang, Chicago, IL (US); Kelly Link, Chicago, IL (US); and Chhavi Tiwari, Chicago, IL (US)
Assigned to Allstate Insurance Company, Northbrook, IL (US)
Filed by Allstate Insurance Company, Northbrook, IL (US)
Filed on Dec. 27, 2023, as Appl. No. 18/396,764.
Application 18/396,764 is a continuation of application No. 17/515,998, filed on Nov. 1, 2021, granted, now 11,898,857.
Application 17/515,998 is a continuation of application No. 16/665,969, filed on Oct. 28, 2019, granted, now 11,162,802, issued on Nov. 2, 2021.
Prior Publication US 2024/0200954 A1, Jun. 20, 2024
This patent is subject to a terminal disclaimer.
Int. Cl. G01C 21/34 (2006.01); G06N 20/00 (2019.01); G07C 5/00 (2006.01); H04W 4/029 (2018.01)
CPC G01C 21/343 (2013.01) [G06N 20/00 (2019.01); G07C 5/008 (2013.01); H04W 4/029 (2018.02)] 20 Claims
OG exemplary drawing
 
1. A method comprising:
obtaining telematics data comprising a set of geographic locations at a classification server system, a set of trips for a driver of one or more vehicles determined based on the telematics data; determining a starting location and an ending location of each trip of the set of trips using the set of geographic locations;
determining a starting time at which the vehicle was at the starting location and an ending time at which the vehicle was at the ending location;
determining a set of features for each trip in the set of trips;
generating a classification for each trip in the set of trips based on the set of features, the classification generated using the classification server system; and
classifying the driver based on the classification of each trip in the set of trips.