公开(公告)号：US11868929B2

公开(公告)日：2024-01-09

申请号：US16164769

申请日：2018-10-18

Applicant: Lyft, Inc.

Inventor： Janette Yuen-Sum Fong ,  Joanna Mun Yee Chan ,  Bao Kham Chau ,  Dennis Li ,  Alex Collier Mazure ,  Jonathan Patrick O'Keefe ,  Ko-Ay Timmy Siauw ,  Anthony Michael Padin ,  Harel Sheniak ,  Samuel Soffes

IPC: G06Q10/0631 ,  G06Q50/30

CPC classification number: G06Q10/063112 ,  G06Q50/30

Abstract: The present application discloses an improved transportation matching system, and corresponding methods and computer-readable media. According to the disclosed embodiments, the transportation matching system identifies low engagement transportation providers by analyzing information associated with the transportation providers to generate engagement levels. Furthermore, the system identifies an optimal match between a low engagement transportation provider (regardless of whether the transportation provider is online or offline) and a scheduled transportation request by utilizing attributes associated with a scheduled transportation request and attributes associated with transportation providers to generate rankings for the transportation providers. Additionally, the system provides the scheduled transportation request exclusively to a selected transportation provider based on the generated rankings.

公开(公告)号：US12299612B2

公开(公告)日：2025-05-13

申请号：US18396155

申请日：2023-12-26

Applicant: Lyft, Inc.

Inventor： Janette Yuen-Sum Fong ,  Joanna Mun Yee Chan ,  Bao Kham Chau ,  Dennis Li ,  Alex Collier Mazure ,  Jonathan Patrick O'Keefe ,  Ko-Ay Timmy Siauw ,  Anthony Michael Padin ,  Harel Sheniak ,  Samuel Soffes

IPC: G06Q10/0631 ,  G06Q50/40

Abstract: The present application discloses an improved transportation matching system, and corresponding methods and computer-readable media. According to the disclosed embodiments, the transportation matching system identifies low engagement transportation providers by analyzing information associated with the transportation providers to generate engagement levels. Furthermore, the system identifies an optimal match between a low engagement transportation provider (regardless of whether the transportation provider is online or offline) and a scheduled transportation request by utilizing attributes associated with a scheduled transportation request and attributes associated with transportation providers to generate rankings for the transportation providers. Additionally, the system provides the scheduled transportation request exclusively to a selected transportation provider based on the generated rankings.

公开(公告)号：US20210142229A1

公开(公告)日：2021-05-13

申请号：US16681178

申请日：2019-11-12

Applicant: Lyft, Inc.

Inventor： Jimmy Young ,  Mohammad Ali Motie Share ,  Humboldt Jayme Ramirez ,  Alex Collier Mazure, IV ,  Bao Kham Chau

IPC: G06Q10/02 ,  G06Q50/30 ,  G06Q30/02 ,  G01C21/34 ,  G06N20/00

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for intelligently determining to assess (or not assess) a cancellation penalty and notifying a requestor device of such a penalty in response to either a requestor's selection to cancel a single transportation request for a requestor or a requestor's selection to cancel a shared-transportation request associated with multiple requestors. For example, the disclosed systems can generate conversion probabilities for a requestor reflecting if a cancellation penalty is assessed—and if the cancellation penalty is not assessed—for a cancellation of a transportation request for transport of a lone requestor. Based on the conversion probabilities, the disclosed systems customize a cancellation notice for a requestor device to either include or exclude the cancellation penalty. Additionally, or alternatively, in certain implementations, the disclosed systems generate a transportation efficiency metric for modifying a projected transportation route for a shared transportation to account for a cancellation of a shared-transportation request. Based on the transportation efficiency metric, the disclosed systems customize a cancellation notice for a requestor device to either include or exclude the cancellation penalty.

公开(公告)号：US20240185147A1

公开(公告)日：2024-06-06

申请号：US18396155

申请日：2023-12-26

Applicant: Lyft, Inc.

Inventor： Janette Yuen-Sum Fong ,  Joanna Mun Yee Chan ,  Bao Kham Chau ,  Dennis Li ,  Alex Collier Mazure ,  Jonathan Patrick O'Keefe ,  Ko-Ay Timmy Siauw ,  Anthony Michael Padin ,  Harel Sheniak ,  Samuel Soffes

IPC: G06Q10/0631 ,  G06Q50/40

CPC classification number: G06Q10/063112 ,  G06Q50/40

Abstract: The present application discloses an improved transportation matching system, and corresponding methods and computer-readable media. According to the disclosed embodiments, the transportation matching system identifies low engagement transportation providers by analyzing information associated with the transportation providers to generate engagement levels. Furthermore, the system identifies an optimal match between a low engagement transportation provider (regardless of whether the transportation provider is online or offline) and a scheduled transportation request by utilizing attributes associated with a scheduled transportation request and attributes associated with transportation providers to generate rankings for the transportation providers. Additionally, the system provides the scheduled transportation request exclusively to a selected transportation provider based on the generated rankings.

公开(公告)号：US20240273422A1

公开(公告)日：2024-08-15

申请号：US18645145

申请日：2024-04-24

Applicant: Lyft, Inc.

Inventor： Jimmy Young ,  Mohammad Ali Motie Share ,  Humboldt Jayme Ramirez ,  Alex Collier Mazure, IV ,  Bao Kham Chau

IPC: G06Q10/02 ,  G06N20/00 ,  G06Q30/0283 ,  G06Q50/40

CPC classification number: G06Q10/02 ,  G06N20/00 ,  G06Q30/0283 ,  G06Q50/40

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for intelligently determining to assess (or not assess) a cancellation penalty and notifying a requestor device of such a penalty in response to either a requestor's selection to cancel a single transportation request for a requestor or a requestor's selection to cancel a shared-transportation request associated with multiple requestors. For example, the disclosed systems can generate conversion probabilities for a requestor reflecting if a cancellation penalty is assessed—and if the cancellation penalty is not assessed—for a cancellation of a transportation request for transport of a lone requestor. Based on the conversion probabilities, the disclosed systems customize a cancellation notice for a requestor device to either include or exclude the cancellation penalty.

公开(公告)号：US11989669B2

公开(公告)日：2024-05-21

申请号：US16681178

申请日：2019-11-12

Applicant: Lyft, Inc.

Inventor： Jimmy Young ,  Mohammad Ali Motie Share ,  Humboldt Jayme Ramirez ,  Alex Collier Mazure, IV ,  Bao Kham Chau

IPC: G06Q10/02 ,  G01C21/34 ,  G06N5/01 ,  G06N20/00 ,  G06Q30/0283 ,  G06Q50/40

CPC classification number: G06Q10/02 ,  G06N20/00 ,  G06Q30/0283 ,  G06Q50/40

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for intelligently determining to assess (or not assess) a cancellation penalty and notifying a requestor device of such a penalty in response to either a requestor's selection to cancel a single transportation request for a requestor or a requestor's selection to cancel a shared-transportation request associated with multiple requestors. For example, the disclosed systems can generate conversion probabilities for a requestor reflecting if a cancellation penalty is assessed—and if the cancellation penalty is not assessed—for a cancellation of a transportation request for transport of a lone requestor. Based on the conversion probabilities, the disclosed systems customize a cancellation notice for a requestor device to either include or exclude the cancellation penalty. Additionally, or alternatively, in certain implementations, the disclosed systems generate a transportation efficiency metric for modifying a projected transportation route for a shared transportation to account for a cancellation of a shared-transportation request. Based on the transportation efficiency metric, the disclosed systems customize a cancellation notice for a requestor device to either include or exclude the cancellation penalty.

公开(公告)号：US20210142243A1

公开(公告)日：2021-05-13

申请号：US16681185

申请日：2019-11-12

Applicant: Lyft, Inc.

Inventor： Jimmy Young ,  Mohammad Ali Motie Share ,  Humboldt Jayme Ramirez ,  Alex Collier Mazure, IV ,  Anna Pan ,  Keshav Puranmalka ,  Neil Rajiv Chainani ,  Michael Scott Bishoff ,  Mallory Jackson Paine ,  Dan Xiaoyu Yu ,  Assaf Haim Shalev ,  Bao Kham Chau

IPC: G06Q10/06 ,  G06N5/04

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for intelligently determining to assess (or not assess) a cancellation penalty and notifying a requestor device of such a penalty in response to either a requestor's selection to cancel a single transportation request for a requestor or a requestor's selection to cancel a shared-transportation request associated with multiple requestors. For example, the disclosed systems can generate conversion probabilities for a requestor reflecting if a cancellation penalty is assessed—and if the cancellation penalty is not assessed—for a cancellation of a transportation request for transport of a lone requestor. Based on the conversion probabilities, the disclosed systems customize a cancellation notice for a requestor device to either include or exclude the cancellation penalty. Additionally, or alternatively, in certain implementations, the disclosed systems generate a transportation efficiency metric for modifying a projected transportation route for a shared transportation to account for a cancellation of a shared-transportation request. Based on the transportation efficiency metric, the disclosed systems customize a cancellation notice for a requestor device to either include or exclude the cancellation penalty.