Invention Grant
- Patent Title: Telematics service detection and action messaging based on machine learning for assisting car sharing platform
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Application No.: US17387583Application Date: 2021-07-28
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Publication No.: US11556949B2Publication Date: 2023-01-17
- Inventor: Joseph Robert Brannan , Ryan Gross
- Applicant: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
- Applicant Address: US IL Bloomington
- Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
- Current Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
- Current Assignee Address: US IL Bloomington
- Agency: Marshall, Gerstein & Borun LLP
- Main IPC: G06Q30/02
- IPC: G06Q30/02 ; G06N20/00 ; H04L51/046 ; G08G1/00 ; G06Q50/30 ; G06Q10/00 ; H04L51/224

Abstract:
A method of causing car sharing platform user to perform vehicle actions includes training a model by analyzing historical data; analyzing a first data set to determine vehicle requirements comprising respective actions that include respective action values; displaying the actions; receiving user acceptance of the actions; analyzing a second data set to identify changes to the requirements indicating completed actions; and releasing the respective generated action value for the completed actions. A non-transitory computer readable medium containing program instructions that when executed, cause a computer system to: train a model by analyzing historical data; analyze a first data set to determine vehicle requirements comprising respective actions that include respective action values; display the actions; receive user acceptance of the actions; analyze a second data set to identify changes to the requirements indicating completed actions; and release the respective generated action value for the completed actions.
Public/Granted literature
Information query