公开(公告)号：US20240289866A1

公开(公告)日：2024-08-29

申请号：US18657781

申请日：2024-05-08

Applicant: Maplebear Inc.

Inventor： Weian Sheng ,  Peng Qi ,  Changyao Chen

IPC: G06Q30/0601 ,  G06N5/04 ,  G06N20/00

CPC classification number: G06Q30/0631 ,  G06N5/04 ,  G06N20/00 ,  G06Q30/0633 ,  G06Q30/0641

Abstract: An online concierge system maintains a taxonomy associating one or more specific items offered by a warehouse with a generic item description. When the online concierge system receives a generic item description from a user for inclusion in an order, the online concierge system uses the taxonomy to select a set of items associated with the generic item description. Based on probabilities of the user purchasing various items of the set, the online concierge system selects an item of the set for inclusion in the order For example, the online concierge system selects an item of the set for which the user has a maximum probability of being purchased. Subsequently, the online concierge system displays an interface for the user that is prepopulated with information identifying the selected item of the set.

公开(公告)号：US20220414747A1

公开(公告)日：2022-12-29

申请号：US17358081

申请日：2021-06-25

Applicant: Maplebear Inc.(dba Instacart)

Inventor： Changyao Chen ,  Peng Qi ,  Weian Sheng ,  Chuanwei Ruan ,  Qiao Jiang

IPC: G06Q30/06 ,  G06Q10/08 ,  G06N20/00

Abstract: An online concierge system enables users to create lists of items and generate a link allowing other receiving users to access a list by selecting the link. When a receiving user selects the link, the online concierge system generates a user-specific list from the original list. The user-specific list includes user-specific items selected for the receiving user that replace items in the original list based on item availability to the receiving user, receiving user preferences, and other receiving user-specific criteria. The receiving user can then view the user-specific items in the user-specific list via an interface allowing the user-specific items in the user-specific list to be included in an order in a single interaction.

公开(公告)号：US20250095007A1

公开(公告)日：2025-03-20

申请号：US18967681

申请日：2024-12-04

Applicant: Maplebear Inc.

Inventor： Changyao Chen ,  Peng Qi ,  Weian Sheng

IPC: G06Q30/0201 ,  G06N3/047 ,  G06N3/084

Abstract: An online concierge system trains a user interaction model to predict a probability of a user performing an interaction after one or more content items are displayed to the user. This provides a measure of an effect of displaying content items to the user on the user performing one or more interactions. The user interaction model is trained from displaying content items to certain users of the online concierge system and withholding display of the content items to other users of the online concierge system. To train the user interaction model, the user interaction model is applied to labeled examples identifying a user and value based on interactions the user performed after one or more content items were displayed to the user and interactions the user performed when one or more content items were not used.

公开(公告)号：US11593819B2

公开(公告)日：2023-02-28

申请号：US17343026

申请日：2021-06-09

Applicant: Maplebear, Inc.

Inventor： Changyao Chen ,  Peng Qi ,  Weian Sheng

IPC: G06Q10/00 ,  G06Q30/0201 ,  G06N3/084 ,  G06N3/04

Abstract: An online concierge system trains a user interaction model to predict a probability of a user performing an interaction after one or more content items are displayed to the user. This provides a measure of an effect of displaying content items to the user on the user performing one or more interactions. The user interaction model is trained from displaying content items to certain users of the online concierge system and withholding display of the content items to other users of the online concierge system. To train the user interaction model, the user interaction model is applied to labeled examples identifying a user and value based on interactions the user performed after one or more content items were displayed to the user and interactions the user performed when one or more content items were not used.

公开(公告)号：US11995700B2

公开(公告)日：2024-05-28

申请号：US17308993

申请日：2021-05-05

Applicant: Maplebear, Inc.

Inventor： Weian Sheng ,  Peng Qi ,  Changyao Chen

IPC: G06Q30/0601 ,  G06N5/04 ,  G06N20/00 ,  G06Q30/06

CPC classification number: G06Q30/0631 ,  G06N5/04 ,  G06N20/00 ,  G06Q30/0633 ,  G06Q30/0641

Abstract: An online concierge system maintains a taxonomy associating one or more specific items offered by a warehouse with a generic item description. When the online concierge system receives a generic item description from a user for inclusion in an order, the online concierge system uses the taxonomy to select a set of items associated with the generic item description. Based on probabilities of the user purchasing various items of the set, the online concierge system selects an item of the set for inclusion in the order For example, the online concierge system selects an item of the set for which the user has a maximum probability of being purchased. Subsequently, the online concierge system displays an interface for the user that is prepopulated with information identifying the selected item of the set.

公开(公告)号：US20230068634A1

公开(公告)日：2023-03-02

申请号：US17462767

申请日：2021-08-31

Applicant: Maplebear Inc. (dba Instacart)

Inventor： Chuanwei Ruan ,  Peng Qi ,  Weian Sheng ,  Changyao Chen ,  Qiao Jiang

IPC: G06Q30/06 ,  G16H20/60 ,  G06Q50/28 ,  G06F16/9535 ,  G06N20/00

Abstract: An online concierge system allows a user to provide a nutritional goal and uses the nutritional goal as a constraint for selecting candidate orders to display to the user. From prior orders from the user, the online concierge system generates order templates including combinations of generic item descriptions corresponding to items previously included in orders from the user. From the order templates, the online concierge system generates candidate orders including specific items from a warehouse corresponding to the generic item descriptions. The online concierge system selects a set of the candidate orders that each include specific items with combined nutritional information satisfying the user's nutritional goal. Based on probabilities of the user purchasing different candidate orders of the set, the online concierge system selects one or more candidate orders of the set for display to the user.

公开(公告)号：US20220398605A1

公开(公告)日：2022-12-15

申请号：US17343026

申请日：2021-06-09

Applicant: Maplebear, Inc.(dba Instacart)

Inventor： Changyao Chen ,  Peng Qi ,  Weian Sheng

IPC: G06Q30/02 ,  G06N3/04 ,  G06N3/08

Abstract: An online concierge system trains a user interaction model to predict a probability of a user performing an interaction after one or more content items are displayed to the user. This provides a measure of an effect of displaying content items to the user on the user performing one or more interactions. The user interaction model is trained from displaying content items to certain users of the online concierge system and withholding display of the content items to other users of the online concierge system. To train the user interaction model, the user interaction model is applied to labeled examples identifying a user and value based on interactions the user performed after one or more content items were displayed to the user and interactions the user performed when one or more content items were not used.

公开(公告)号：US12198155B2

公开(公告)日：2025-01-14

申请号：US18112438

申请日：2023-02-21

Applicant: Maplebear Inc.

Inventor： Changyao Chen ,  Peng Qi ,  Weian Sheng

IPC: G06Q10/00 ,  G06N3/047 ,  G06N3/084 ,  G06Q30/0201

Abstract: An online concierge system trains a user interaction model to predict a probability of a user performing an interaction after one or more content items are displayed to the user. This provides a measure of an effect of displaying content items to the user on the user performing one or more interactions. The user interaction model is trained from displaying content items to certain users of the online concierge system and withholding display of the content items to other users of the online concierge system. To train the user interaction model, the user interaction model is applied to labeled examples identifying a user and value based on interactions the user performed after one or more content items were displayed to the user and interactions the user performed when one or more content items were not used.

公开(公告)号：US20240020743A1

公开(公告)日：2024-01-18

申请号：US18374868

申请日：2023-09-29

Applicant: Maplebear Inc.

Inventor： Weian Sheng ,  Peng Qi ,  Changyao Chen

IPC: G06Q30/0601 ,  G06Q30/0201 ,  G06Q30/0202 ,  G06Q10/087 ,  G06N7/01

CPC classification number: G06Q30/0619 ,  G06Q30/0201 ,  G06Q30/0633 ,  G06Q30/0641 ,  G06Q30/0631 ,  G06Q30/0202 ,  G06Q10/087 ,  G06N7/01

Abstract: An online concierge system maintains historical orders received from a user that include one or more items. For items included in one more historical orders, the online concierge system determines an interval between orders including an item, providing an indication of a frequency with which the user orders the item. When the online concierge system receives a request to create an order from the user, in response to an amount of time between a most recently received order including the item and a time when the request was received is within a threshold duration of the interval between orders including the item, the online concierge system selects an item from a category including the item. The selected item may be the item or an alternative item in the category. Subsequently, the online concierge system displays an interface for the user that is prepopulated with information identifying the selected item.

公开(公告)号：US11810170B2

公开(公告)日：2023-11-07

申请号：US17232651

申请日：2021-04-16

Applicant: Maplebear, Inc.

Inventor： Weian Sheng ,  Peng Qi ,  Changyao Chen

IPC: G06Q30/00 ,  G06Q30/0601 ,  G06Q30/0201 ,  G06Q30/0202 ,  G06Q10/087 ,  G06N7/01

CPC classification number: G06Q30/0619 ,  G06N7/01 ,  G06Q10/087 ,  G06Q30/0201 ,  G06Q30/0202 ,  G06Q30/0631 ,  G06Q30/0633 ,  G06Q30/0641

Abstract: An online concierge system maintains historical orders received from a user that include one or more items. For items included in one more historical orders, the online concierge system determines an interval between orders including an item, providing an indication of a frequency with which the user orders the item. When the online concierge system receives a request to create an order from the user, in response to an amount of time between a most recently received order including the item and a time when the request was received is within a threshold duration of the interval between orders including the item, the online concierge system selects an item from a category including the item. The selected item may be the item or an alternative item in the category. Subsequently, the online concierge system displays an interface for the user that is prepopulated with information identifying the selected item.