公开(公告)号：US11763411B1

公开(公告)日：2023-09-19

申请号：US18059071

申请日：2022-11-28

Applicant: Lyft, Inc.

Inventor： Ricky Chachra ,  Tzu-Hsin Chiao ,  Ashivni Shekhawat ,  Christopher Sholley ,  Jerome Hong-Phat Thai ,  Adriel Frederick

IPC: G06F7/70 ,  G06Q50/30 ,  H04W4/021 ,  H04W4/40 ,  G06N20/00

CPC classification number: G06Q50/30 ,  H04W4/021 ,  H04W4/40 ,  G06N20/00

Abstract: This disclosure covers machine-learning methods, non-transitory computer readable media, and systems that generate a multiplier that efficiently and effectively provides on-demand transportation services for a geographic area. The methods, non-transitory computer readable media, and systems dynamically adjust the multiplier with machine learners to maintain a target estimated time of arrival for a provider device to fulfill a request received from a requestor device. In some embodiments, the methods, non-transitory computer readable media, and systems generate a multiplier report comprising a representation of a geographic area and an indication of the multiplier to facilitate inflow and outflow of provider devices within and without the geographic area.

公开(公告)号：US20240428362A1

公开(公告)日：2024-12-26

申请号：US18829595

申请日：2024-09-10

Applicant: Lyft, Inc.

Inventor： Ricky Chachra ,  Tzu-Hsin Chiao ,  Ashivni Shekhawat ,  Christopher Sholley ,  Jerome Hong-Phat Thai ,  Adriel Frederick

IPC: G06Q50/40 ,  G06N20/00 ,  H04W4/021 ,  H04W4/40

Abstract: This disclosure covers machine-learning methods, non-transitory computer readable media, and systems that generate a multiplier that efficiently and effectively provides on-demand transportation services for a geographic area. The methods, non-transitory computer readable media, and systems dynamically adjust the multiplier with machine learners to maintain a target estimated time of arrival for a provider device to fulfill a request received from a requestor device. In some embodiments, the methods, non-transitory computer readable media, and systems generate a multiplier report comprising a representation of a geographic area and an indication of the multiplier to facilitate inflow and outflow of provider devices within and without the geographic area.

公开(公告)号：US12094024B1

公开(公告)日：2024-09-17

申请号：US18469127

申请日：2023-09-18

Applicant: Lyft, Inc.

Inventor： Ricky Chachra ,  Tzu-Hsin Chiao ,  Ashivni Shekhawat ,  Christopher Sholley ,  Jerome Hong-Phat Thai ,  Adriel Frederick

IPC: G06F7/70 ,  G06Q50/40 ,  H04W4/021 ,  H04W4/40 ,  G06N20/00

CPC classification number: G06Q50/40 ,  H04W4/021 ,  H04W4/40 ,  G06N20/00

Abstract: This disclosure covers machine-learning methods, non-transitory computer readable media, and systems that generate a multiplier that efficiently and effectively provides on-demand transportation services for a geographic area. The methods, non-transitory computer readable media, and systems dynamically adjust the multiplier with machine learners to maintain a target estimated time of arrival for a provider device to fulfill a request received from a requestor device. In some embodiments, the methods, non-transitory computer readable media, and systems generate a multiplier report comprising a representation of a geographic area and an indication of the multiplier to facilitate inflow and outflow of provider devices within and without the geographic area.

公开(公告)号：US11514546B2

公开(公告)日：2022-11-29

申请号：US16921698

申请日：2020-07-06

Applicant: Lyft, Inc.

Inventor： Ricky Chachra ,  Tzu-Hsin Chiao ,  Ashivni Shekhawat ,  Christopher Sholley ,  Jerome Hong-Phat Thai ,  Adriel Frederick

IPC: G06F7/70 ,  G06Q50/30 ,  H04W4/021 ,  H04W4/40 ,  G06N20/00

Abstract: This disclosure covers machine-learning methods, non-transitory computer readable media, and systems that generate a multiplier that efficiently and effectively provides on-demand transportation services for a geographic area. The methods, non-transitory computer readable media, and systems dynamically adjust the multiplier with machine learners to maintain a target estimated time of arrival for a provider device to fulfill a request received from a requestor device. In some embodiments, the methods, non-transitory computer readable media, and systems generate a multiplier report comprising a representation of a geographic area and an indication of the multiplier to facilitate inflow and outflow of provider devices within and without the geographic area.

公开(公告)号：US10706487B1

公开(公告)日：2020-07-07

申请号：US15810028

申请日：2017-11-11

Applicant: Lyft, Inc.

Inventor： Ricky Chachra ,  Tzu-Hsin Chiao ,  Ashivni Shekhawat ,  Christopher Sholley ,  Jerome Hong-Phat Thai ,  Adriel Frederick

IPC: G06F7/70 ,  G06Q50/30 ,  H04W4/021 ,  H04W4/40 ,  G06N20/00

Abstract: This disclosure covers machine-learning methods, non-transitory computer readable media, and systems that generate a multiplier that efficiently and effectively provides on-demand transportation services for a geographic area. The methods, non-transitory computer readable media, and systems dynamically adjust the multiplier with machine learners to maintain a target estimated time of arrival for a provider device to fulfill a request received from a requestor device. In some embodiments, the methods, non-transitory computer readable media, and systems generate a multiplier report comprising a representation of a geographic area and an indication of the multiplier to facilitate inflow and outflow of provider devices within and without the geographic area.