TELEMATICS SERVICE DETECTION AND ACTION MESSAGING BASED ON MACHINE LEARNING FOR ASSISTING CAR SHARING PLATFORM

    公开(公告)号:US20210357964A1

    公开(公告)日:2021-11-18

    申请号:US17387583

    申请日:2021-07-28

    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.

    System and methods for predicting rental vehicle use preferences

    公开(公告)号:US11176562B1

    公开(公告)日:2021-11-16

    申请号:US16266986

    申请日:2019-02-04

    Abstract: Embodiments described herein generate a first set of prompts, the first set of prompts configured to prompt a vehicle owner for a first set of answers used to learn preferred vehicle renter characteristics; receive the first set of answers; generate, based upon the first set of answers, a second set of prompts, the second set of prompts configured to prompt the owner for a second set of answers used to learn additional preferred vehicle renter characteristics; receive the second set of answers; predict user preference value(s) of a profile of the owner based upon the second set of answers, wherein the user preference value(s) define criteria for sharing a vehicle associated with the profile with vehicle renters who satisfy the criteria; apply the criteria to potential vehicle renters; and cause an indication of the vehicle to be displayed only to the potential vehicle renters who satisfy the criteria.

    Systems and methods of monitoring and analyzing multimodal transportation usage

    公开(公告)号:US10895463B1

    公开(公告)日:2021-01-19

    申请号:US16182703

    申请日:2018-11-07

    Abstract: Systems and methods relating to usage of multimodal transportation systems are disclosed. Such systems and methods may identify available local transportation modes for a user, such as vehicle-sharing, ridesharing, rental vehicles, taxicabs, owned vehicles, or public transit options. The available transportation modes may be compared, and recommendations may be presented to the user. Routes may be identified, compared, or recommended to a user, and scheduling or ticket purchasing may be facilitated. With user permission, user transportation data may be collected via a smartphone to identify user transportation patterns and preferences, thereby improving recommendations regarding and assessment of user transportation. Information regarding risks or other relevant factors associated with various transportation modes may be assessed for a user based upon typical characteristics of user transportation choices over a plurality of transportation scenarios, which may be indicated by a user transportation profile.

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