US 11,725,952 B2
First mile and last mile ride sharing method and system
Joseph Robert Brannan, Bloomington, IL (US); and Ryan Gross, Normal, IL (US)
Assigned to STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY, Bloomington, IL (US)
Filed by STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY, Bloomington, IL (US)
Filed on Jan. 12, 2022, as Appl. No. 17/573,914.
Application 17/573,914 is a continuation of application No. 16/269,263, filed on Feb. 6, 2019, granted, now 11,255,683.
Prior Publication US 2022/0136843 A1, May 5, 2022
This patent is subject to a terminal disclaimer.
Int. Cl. G01C 21/34 (2006.01); G06Q 10/02 (2012.01); G06Q 50/30 (2012.01); G06N 20/00 (2019.01); G06Q 30/0283 (2023.01); G06Q 30/0208 (2023.01); G07C 5/00 (2006.01); G06Q 10/047 (2023.01)
CPC G01C 21/3438 (2013.01) [G06N 20/00 (2019.01); G06Q 10/02 (2013.01); G06Q 10/047 (2013.01); G06Q 30/0208 (2013.01); G06Q 30/0284 (2013.01); G06Q 50/30 (2013.01); G07C 5/008 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implemented method of facilitating a first-mile/last-mile transfer of a vehicle, the method comprising:
analyzing a first route using a first trained machine learning model and a second route using a second trained machine learning model to determine, respectively, an incentive to a first user and a cost to a second user;
wherein the first trained machine learning model is trained using at least one of a historical data set of ride sharing data indicating at least one of a price that was paid, a distance traveled, a time of day, a time to arrival, a traffic congestion factor, or profile information about a vehicle operator, and
wherein the second trained machine learning model is trained using at least one of a detour in time, a delay in miles, a time of day, a traffic congestion factor, or profile information about a ride share passenger;
causing a first message including the incentive to be displayed to the first user via an electronic device of the first user; and
causing a second message including the cost to be displayed to the second user via an electronic device of the second user.