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    Dynamically transmitting online mode invitations to provider devices in response to detected changes in provider device efficiency
    1.
    发明授权
    Dynamically transmitting online mode invitations to provider devices in response to detected changes in provider device efficiency 有权

    公开(公告)号：US12299609B1

    公开(公告)日：2025-05-13

    申请号：US16992827

    申请日：2020-08-13

    Applicant: Lyft, Inc.

    Inventor： Mengqi Niu ,  Wilson James Turner ,  Mayank Gulati ,  John Torres Fremlin ,  Aidan John Church ,  Garrett John van Ryzin

    IPC: G06Q10/0631 ,  H04W4/021

    Abstract: The present application discloses systems, methods, and computer-readable media that utilize computer-implemented models to monitor surplus provider device slots and transmit digital invitations to provider devices to join an online mode by dynamically leveraging previous transportation provider device requests within a threshold rejection time span. For instance, the disclosed systems can identify rejected provider devices that requested to be in an online mode of a transportation matching application within a geographical area. Then the disclosed systems can monitor device activity over computer networks and determine a number of surplus provider device slots corresponding to the geographical region. Furthermore, the disclosed systems can select provider devices (that were rejected within a threshold rejection time span) from the previously rejected requests. Furthermore, the disclosed systems can transmit digital invitations to join the online mode to selected provider devices with a guaranteed online mode slot for a threshold reservation time.

    Generating and communicating device balance graphical representations for a dynamic transportation system
    2.
    发明授权
    Generating and communicating device balance graphical representations for a dynamic transportation system 有权

    公开(公告)号：US11568342B1

    公开(公告)日：2023-01-31

    申请号：US16543368

    申请日：2019-08-16

    Applicant: Lyft, Inc.

    Inventor： John Torres Fremlin ,  Yunshu Liu

    IPC: G06Q10/06 ,  G06Q50/30 ,  G06Q10/04 ,  G06Q10/02

    Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for generating and utilizing provider device balance graphs reflecting device utilization ratio between provider devices and requester devices. In particular, in one or more embodiments, the disclosed systems determine and utilize probabilities to generate and provide provider device balance graphs based on probability distributions for device utilization ratios. The disclosed systems can apply various scaling models to address seasonality, special events, and/or differences between regions. The disclosed systems can also apply thresholds to generate device incentive graphs that more efficiently deploy provider devices across a transportation matching system.

    GENERATING AND COMMUNICATING DEVICE BALANCE GRAPHICAL REPRESENTATIONS FOR A DYNAMIC TRANSPORTATION SYSTEM
    6.
    发明公开
    GENERATING AND COMMUNICATING DEVICE BALANCE GRAPHICAL REPRESENTATIONS FOR A DYNAMIC TRANSPORTATION SYSTEM 审中-公开

    公开(公告)号：US20230162114A1

    公开(公告)日：2023-05-25

    申请号：US18157655

    申请日：2023-01-20

    Applicant: Lyft, Inc.

    Inventor： John Torres Fremlin ,  Yunshu Liu

    IPC: G06Q10/0631 ,  G06Q50/30 ,  G06Q10/04 ,  G06Q10/02

    CPC classification number: G06Q10/06315 ,  G06Q10/02 ,  G06Q10/04 ,  G06Q50/30

    Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for generating and utilizing provider device balance graphs reflecting device utilization ratio between provider devices and requester devices. In particular, in one or more embodiments, the disclosed systems determine and utilize probabilities to generate and provide provider device balance graphs based on probability distributions for device utilization ratios. The disclosed systems can apply various scaling models to address seasonality, special events, and/or differences between regions. The disclosed systems can also apply thresholds to generate device incentive graphs that more efficiently deploy provider devices across a transportation matching system.

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