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.: US18080737Application Date: 2022-12-13
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Publication No.: US11887141B2Publication Date: 2024-01-30
- 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 ; G06Q30/0208 ; G06N20/00 ; H04L51/046 ; G08G1/00 ; G06Q50/30 ; G06Q10/20 ; H04L51/224

Abstract:
A method includes training artificial neural network models; analyzing first data to determine vehicle imperatives; and generating a respective action value by analyzing actions using the of trained artificial neural network models. A non-transitory computer readable medium containing program instructions that when executed, cause a computer system to: train artificial neural network models; analyze first data to determine vehicle imperatives; and generate a respective action value by analyzing actions using the of trained artificial neural network models. A computing system includes: a processor; and a memory having stored thereon computer-executable instructions that, when executed by the one or more processors, cause the computing system to: train artificial neural network models; analyze first data to determine vehicle imperatives; and generate a respective action value by analyzing actions using the of trained artificial neural network models.
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