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1.
公开(公告)号:US10769558B2
公开(公告)日:2020-09-08
申请号:US16027250
申请日:2018-07-03
Applicant: Lyft, Inc.
Inventor: Chinmoy Dutta
Abstract: The disclosed computer-implemented method may include (i) receiving a first transport request and a second transport request, (ii) evaluating a fitness of matching the first and second transport requests to be fulfilled by a transport provider, based at least partly on a transportation overlap between the first and second transport requests, (iii) generating a simulated future transport request, (iv) evaluating a fitness of matching the first transport request with the simulated future transport request, based at least in part on a transportation overlap between the first transport request and the simulated future transport request, and (v) matching the first and second transport requests based at least in part on the fitness of matching the first and second transport requests and based at least in part on the fitness of matching the first transport request with the simulated future transport request. Various other methods, systems, and computer-readable media are disclosed.
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2.
公开(公告)号:US20200012974A1
公开(公告)日:2020-01-09
申请号:US16027250
申请日:2018-07-03
Applicant: Lyft, Inc.
Inventor: Chinmoy Dutta
Abstract: The disclosed computer-implemented method may include (i) receiving a first transport request and a second transport request, (ii) evaluating a fitness of matching the first and second transport requests to be fulfilled by a transport provider, based at least partly on a transportation overlap between the first and second transport requests, (iii) generating a simulated future transport request, (iv) evaluating a fitness of matching the first transport request with the simulated future transport request, based at least in part on a transportation overlap between the first transport request and the simulated future transport request, and (v) matching the first and second transport requests based at least in part on the fitness of matching the first and second transport requests and based at least in part on the fitness of matching the first transport request with the simulated future transport request. Various other methods, systems, and computer-readable media are disclosed.
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3.
公开(公告)号:US11790289B2
公开(公告)日:2023-10-17
申请号:US17580994
申请日:2022-01-21
Applicant: Lyft, Inc.
Inventor: Chinmoy Dutta
IPC: G06Q10/04 , G06Q10/047 , G01C21/34 , G06Q10/067
CPC classification number: G06Q10/047 , G01C21/3438 , G06Q10/067
Abstract: The disclosed computer-implemented method may include (i) receiving a first transport request and a second transport request, (ii) evaluating a fitness of matching the first and second transport requests to be fulfilled by a transport provider, based at least partly on a transportation overlap between the first and second transport requests, (iii) generating a simulated future transport request, (iv) evaluating a fitness of matching the first transport request with the simulated future transport request, based at least in part on a transportation overlap between the first transport request and the simulated future transport request, and (v) matching the first and second transport requests based at least in part on the fitness of matching the first and second transport requests and based at least in part on the fitness of matching the first transport request with the simulated future transport request. Various other methods, systems, and computer-readable media are disclosed.
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4.
公开(公告)号:US20220188711A1
公开(公告)日:2022-06-16
申请号:US17580994
申请日:2022-01-21
Applicant: Lyft, Inc.
Inventor: Chinmoy Dutta
Abstract: The disclosed computer-implemented method may include (i) receiving a first transport request and a second transport request, (ii) evaluating a fitness of matching the first and second transport requests to be fulfilled by a transport provider, based at least partly on a transportation overlap between the first and second transport requests, (iii) generating a simulated future transport request, (iv) evaluating a fitness of matching the first transport request with the simulated future transport request, based at least in part on a transportation overlap between the first transport request and the simulated future transport request, and (v) matching the first and second transport requests based at least in part on the fitness of matching the first and second transport requests and based at least in part on the fitness of matching the first transport request with the simulated future transport request. Various other methods, systems, and computer-readable media are disclosed.
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公开(公告)号:US11158020B2
公开(公告)日:2021-10-26
申请号:US15859111
申请日:2017-12-29
Applicant: Lyft, Inc.
Inventor: Chinmoy Dutta , Adam Greenhall , Christopher Sholley , Jimmy Young , Jatin Chopra
Abstract: The present disclosure relates assigning ride requests to providers based on the probability that a provider will accept the request. For example, one or more embodiments identify a first provider to assign the ride request. The system then generates a probability of acceptance for that provider. The system then determines an estimated time-to-arrival for the first provider and an alternate estimated time-to-arrival associated with a re-assigned provider. Based on the acceptance probability, the estimated time-to-arrival, and the alternate estimated time-to-arrival, the system then determines an expected time-to-arrival associated with the first provider. The system assigns ride requests to providers based on optimizing the expected time-to-arrival across multiple potential providers for a ride request.
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公开(公告)号:US20190206008A1
公开(公告)日:2019-07-04
申请号:US15859111
申请日:2017-12-29
Applicant: Lyft, Inc.
Inventor: Chinmoy Dutta , Adam Greenhall , Christopher Sholley , Jimmy Young , Jatin Chopra
CPC classification number: G06Q50/30 , G06N7/005 , G06Q10/063112
Abstract: The present disclosure relates assigning ride requests to providers based on the probability that a provider will accept the request. For example, one or more embodiments identify a first provider to assign the ride request. The system then generates a probability of acceptance for that provider. The system then determines an estimated time-to-arrival for the first provider and an alternate estimated time-to-arrival associated with a re-assigned provider. Based on the acceptance probability, the estimated time-to-arrival, and the alternate estimated time-to-arrival, the system then determines an expected time-to-arrival associated with the first provider. The system assigns ride requests to providers based on optimizing the expected time-to-arrival across multiple potential providers for a ride request.
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7.
公开(公告)号:US11263561B2
公开(公告)日:2022-03-01
申请号:US16941757
申请日:2020-07-29
Applicant: Lyft, Inc.
Inventor: Chinmoy Dutta
Abstract: The disclosed computer-implemented method may include (i) receiving a first transport request and a second transport request, (ii) evaluating a fitness of matching the first and second transport requests to be fulfilled by a transport provider, based at least partly on a transportation overlap between the first and second transport requests, (iii) generating a simulated future transport request, (iv) evaluating a fitness of matching the first transport request with the simulated future transport request, based at least in part on a transportation overlap between the first transport request and the simulated future transport request, and (v) matching the first and second transport requests based at least in part on the fitness of matching the first and second transport requests and based at least in part on the fitness of matching the first transport request with the simulated future transport request. Various other methods, systems, and computer-readable media are disclosed.
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