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公开(公告)号：US11494714B2
公开(公告)日：2022-11-08
申请号：US16780712
申请日：2020-02-03
Applicant: Lyft, Inc.
Inventor： Gaurav Gupta , Ehud Milo , Omar Khalid , Amy J. Kim , Jacky Yi Han Lu , Richard Zhao , Robert A. Farmer
Abstract: This disclosure describes a transportation matching system that manages the allocation of transportation providers by training and utilizing multiple machine-learning models to identify, allocate, and serve specific transportation providers with customized opportunities to relocate the transportation providers between geocoded areas in a geocoded region. For instance, the transportation matching system trains and utilizes an incremental provider model, a provider allocation model, and personalized provider behavioral models as well as a customized provider interface generator to satisfy anticipated transportation requests and improve transportation matching within a geocoded region.
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公开(公告)号：US20200250600A1
公开(公告)日：2020-08-06
申请号：US16780712
申请日：2020-02-03
Applicant: Lyft, Inc.
Inventor： Gaurav Gupta , Ehud Milo , Omar Khalid , Amy J. Kim , Jacky Yi Han Lu , Richard Zhao , Robert A. Farmer
Abstract: This disclosure describes a transportation matching system that manages the allocation of transportation providers by training and utilizing multiple machine-learning models to identify, allocate, and serve specific transportation providers with customized opportunities to relocate the transportation providers between geocoded areas in a geocoded region. For instance, the transportation matching system trains and utilizes an incremental provider model, a provider allocation model, and personalized provider behavioral models as well as a customized provider interface generator to satisfy anticipated transportation requests and improve transportation matching within a geocoded region.
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公开(公告)号：US10552773B1
公开(公告)日：2020-02-04
申请号：US16125563
申请日：2018-09-07
Applicant: Lyft, Inc.
Inventor： Akash Gaurav Shah , Ehud Milo , Omar Khalid , Amy J. Kim , Jacky Yi Han Lu , Richard Zhao , Robert A. Farmer
Abstract: This disclosure describes a transportation matching system that manages the allocation of transportation providers by training and utilizing multiple machine-learning models to identify, allocate, and serve specific transportation providers with customized opportunities to relocate the transportation providers between geocoded areas in a geocoded region. For instance, the transportation matching system trains and utilizes an incremental provider model, a provider allocation model, and personalized provider behavioral models as well as a customized provider interface generator to satisfy anticipated transportation requests and improve transportation matching within a geocoded region.
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公开(公告)号：US12260358B1
公开(公告)日：2025-03-25
申请号：US18048545
申请日：2022-10-21
Applicant: Lyft, Inc.
Inventor： Gaurav Gupta , Ehud Milo , Omar Khalid , Amy J. Kim , Jacky Yi Han Lu , Richard Zhao , Robert A. Farmer , Akash Gaurav Shah
IPC: G06Q10/0631 , G06N20/00
Abstract: This disclosure describes a transportation matching system that manages the allocation of transportation providers by training and utilizing multiple machine-learning models to identify, allocate, and serve specific transportation providers with customized opportunities to relocate the transportation providers between geocoded areas in a geocoded region. For instance, the transportation matching system trains and utilizes an incremental provider model, a provider allocation model, and personalized provider behavioral models as well as a customized provider interface generator to satisfy anticipated transportation requests and improve transportation matching within a geocoded region.
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