SYSTEMS AND METHODS FOR TRANSPORT CANCELLATION USING DATA-DRIVEN MODELS

    公开(公告)号:US20230023453A1

    公开(公告)日:2023-01-26

    申请号:US17886831

    申请日:2022-08-12

    Applicant: Lyft, Inc.

    Abstract: Disclosed is a method for identifying, in real time, a transportation arrangement between a requestor and a provider that could benefit from a re-matching of the requestor with another provider. A system may match a provider with a requestor to complete a request for transportation from the requestor. The system may monitor a progress of the provider to a pickup location as specified in the request. Based on the monitored progress, the system may determine if the provider is making sufficient progress towards the pickup location. In some examples, the system may determine that the matching of the provider with the requestor is eligible for cancellation because the provider is not making sufficient progress towards the pickup location. The system may cancel the matching and then match another provider with the requestor to continue to make progress towards completing the transportation request.

    Systems and methods for transport cancellation using data-driven models

    公开(公告)号:US11449962B2

    公开(公告)日:2022-09-20

    申请号:US16027208

    申请日:2018-07-03

    Applicant: Lyft, Inc.

    Abstract: Disclosed is a method for identifying, in real time, a transportation arrangement between a requestor and a provider that could benefit from a re-matching of the requestor with another provider. A system may match a provider with a requestor to complete a request for transportation from the requestor. The system may monitor a progress of the provider to a pickup location as specified in the request. Based on the monitored progress, the system may determine if the provider is making sufficient progress towards the pickup location. In some examples, the system may determine that the matching of the provider with the requestor is eligible for cancellation because the provider is not making sufficient progress towards the pickup location. The system may cancel the matching and then match another provider with the requestor to continue to make progress towards completing the transportation request.

    DYNAMIC GEOLOCATION OPTIMIZATION OF PICKUP LOCATIONS USING LOCATION SCORES

    公开(公告)号:US20240337497A1

    公开(公告)日:2024-10-10

    申请号:US18746708

    申请日:2024-06-18

    Applicant: Lyft, Inc.

    Abstract: Embodiments provide techniques, including systems and methods, for determining alternate request locations based on a pickup location score (PLoS) of a location associated with transportation request information. A pickup location score may include an objective quantitative measurement of the fitness of a location for a pickup by a provider. For example, embodiments may receive transport request information associated with a requestor computing device including a request location, determine a modified request location based at least on a location score for each of one or more alternate request locations that are within a threshold distance of the request location, and send modified transport request information associated with the modified request location and the first requestor computing device to a provider computing device associated with a matched provider for the transport request information.

    SYSTEMS AND METHODS FOR TRANSPORT CANCELLATION USING DATA-DRIVEN MODELS

    公开(公告)号:US20200013135A1

    公开(公告)日:2020-01-09

    申请号:US16027208

    申请日:2018-07-03

    Applicant: Lyft, Inc.

    Abstract: Disclosed is a method for identifying, in real time, a transportation arrangement between a requestor and a provider that could benefit from a re-matching of the requestor with another provider. A system may match a provider with a requestor to complete a request for transportation from the requestor. The system may monitor a progress of the provider to a pickup location as specified in the request. Based on the monitored progress, the system may determine if the provider is making sufficient progress towards the pickup location. In some examples, the system may determine that the matching of the provider with the requestor is eligible for cancellation because the provider is not making sufficient progress towards the pickup location. The system may cancel the matching and then match another provider with the requestor to continue to make progress towards completing the transportation request.

    GEOHASH-RELATED LOCATION PREDICTIONS
    5.
    发明申请

    公开(公告)号:US20190037355A1

    公开(公告)日:2019-01-31

    申请号:US16148633

    申请日:2018-10-01

    Applicant: Lyft, Inc.

    Abstract: Embodiments provide techniques, including systems and methods, for determining an estimated target pickup location for a corresponding transport request at a particular location, such as associated with a particular geohash. A requestor may send a request that is associated with a location that does not reflect the requestor's intent regarding where they would like to be met by the provider (i.e., “picked up”). GPS inaccuracies may cause the request location to inaccurately indicate where the requestor will be; for example, the request location may be inside a building while the requestor is waiting on a curb around a far side of the building. The target pickup location allows for a requestor and a provider to meet more efficiently, reducing delay for the provider and improving the efficiency of the system by preventing provider system resources from being taken from other service areas and decreasing provider downtime upon matching.

    Dynamic geolocation optimization of pickup locations using location scores

    公开(公告)号:US12018951B1

    公开(公告)日:2024-06-25

    申请号:US18318119

    申请日:2023-05-16

    Applicant: Lyft, Inc.

    Abstract: Embodiments provide techniques, including systems and methods, for determining alternate request locations based on a pickup location score (PLoS) of a location associated with transportation request information. A pickup location score may include an objective quantitative measurement of the fitness of a location for a pickup by a provider. For example, embodiments may receive transport request information associated with a requestor computing device including a request location, determine a modified request location based at least on a location score for each of one or more alternate request locations that are within a threshold distance of the request location, and send modified transport request information associated with the modified request location and the first requestor computing device to a provider computing device associated with a matched provider for the transport request information.

    Dynamic geolocation optimization of pickup locations using location scores

    公开(公告)号:US11692833B2

    公开(公告)日:2023-07-04

    申请号:US16700892

    申请日:2019-12-02

    Applicant: Lyft, Inc.

    Abstract: Embodiments provide techniques, including systems and methods, for determining alternate request locations based on a pickup location score (PLoS) of a location associated with transportation request information. A pickup location score may include an objective quantitative measurement of the fitness of a location for a pickup by a provider. For example, embodiments may receive transport request information associated with a requestor computing device including a request location, determine a modified request location based at least on a location score for each of one or more alternate request locations that are within a threshold distance of the request location, and send modified transport request information associated with the modified request location and the first requestor computing device to a provider computing device associated with a matched provider for the transport request information.

    Geohash-related location predictions

    公开(公告)号:US10547975B2

    公开(公告)日:2020-01-28

    申请号:US16369998

    申请日:2019-03-29

    Applicant: Lyft, Inc.

    Abstract: Embodiments provide techniques, including systems and methods, for determining an estimated target pickup location for a corresponding transport request at a particular location, such as associated with a particular geohash. A requestor may send a request that is associated with a location that does not reflect the requestor's intent regarding where they would like to be met by the provider (i.e., “picked up”). GPS inaccuracies may cause the request location to inaccurately indicate where the requestor will be; for example, the request location may be inside a building while the requestor is waiting on a curb around a far side of the building. The target pickup location allows for a requestor and a provider to meet more efficiently, reducing delay for the provider and improving the efficiency of the system by preventing provider system resources from being taken from other service areas and decreasing provider downtime upon matching.

    Geohash-related location predictions

    公开(公告)号:US10091618B1

    公开(公告)日:2018-10-02

    申请号:US15880396

    申请日:2018-01-25

    Applicant: Lyft, Inc.

    Abstract: Embodiments provide techniques, including systems and methods, for determining an estimated target pickup location for a corresponding transport request at a particular location, such as associated with a particular geohash. A requestor may send a request that is associated with a location that does not reflect the requestor's intent regarding where they would like to be met by the provider (i.e., “picked up”). GPS inaccuracies may cause the request location to inaccurately indicate where the requestor will be; for example, the request location may be inside a building while the requestor is waiting on a curb around a far side of the building. The target pickup location allows for a requestor and a provider to meet more efficiently, reducing delay for the provider and improving the efficiency of the system by preventing provider system resources from being taken from other service areas and decreasing provider downtime upon matching.

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