公开(公告)号：US20240354793A1

公开(公告)日：2024-10-24

申请号：US18761756

申请日：2024-07-02

Applicant: Maplebear Inc.

Inventor： Ze He ,  Asif Haque ,  Allan Stewart ,  Haixun Wang ,  Xinyu Li

IPC: G06Q30/0204 ,  G06N3/049 ,  G06N3/084 ,  G06Q30/0282 ,  G06Q30/0601

CPC classification number: G06Q30/0205 ,  G06N3/049 ,  G06N3/084 ,  G06Q30/0282 ,  G06Q30/0635 ,  G06Q30/0639 ,  G06Q30/0641

Abstract: An online concierge system allows users to order items from a warehouse, which may have multiple warehouse locations. The online concierge system provides a user interface to users for ordering the items, with the user interface providing an indication of whether an item is predicted to be available at the warehouse at different times. To predict availability of an item model at different times, the online concierge system selects data from historical information about availability of items at one or more warehouses based on temporal, geospatial, and socioeconomic information about observations of historical availability of items at warehouses. The online concierge system accounts for distances between observations and a time and geographic location in a feature space to select observations for predicting item availability at the time and the geographic location.

公开(公告)号：US20230222529A1

公开(公告)日：2023-07-13

申请号：US17572450

申请日：2022-01-10

Applicant: Maplebear Inc. (dba Instacart)

Inventor： Ze He ,  Asif Haque ,  Allan Stewart ,  Haixun Wang ,  Xinyu Li

IPC: G06Q30/02 ,  G06Q30/06 ,  G06N3/04 ,  G06N3/08

CPC classification number: G06Q30/0205 ,  G06Q30/0282 ,  G06Q30/0639 ,  G06Q30/0635 ,  G06Q30/0641 ,  G06N3/049 ,  G06N3/084

Abstract: An online concierge system allows users to order items from a warehouse, which may have multiple warehouse locations. The online concierge system provides a user interface to users for ordering the items, with the user interface providing an indication of whether an item is predicted to be available at the warehouse at different times. To predict availability of an item model at different times, the online concierge system selects data from historical information about availability of items at one or more warehouses based on temporal, geospatial, and socioeconomic information about observations of historical availability of items at warehouses. The online concierge system accounts for distances between observations and a time and geographic location in a feature space to select observations for predicting item availability at the time and the geographic location.

公开(公告)号：US12033172B2

公开(公告)日：2024-07-09

申请号：US17572450

申请日：2022-01-10

Applicant: Maplebear Inc.

Inventor： Ze He ,  Asif Haque ,  Allan Stewart ,  Haixun Wang ,  Xinyu Li

IPC: G06Q30/0204 ,  G06N3/049 ,  G06N3/084 ,  G06Q30/0282 ,  G06Q30/0601

CPC classification number: G06Q30/0205 ,  G06N3/049 ,  G06N3/084 ,  G06Q30/0282 ,  G06Q30/0635 ,  G06Q30/0639 ,  G06Q30/0641

Abstract: An online concierge system allows users to order items from a warehouse, which may have multiple warehouse locations. The online concierge system provides a user interface to users for ordering the items, with the user interface providing an indication of whether an item is predicted to be available at the warehouse at different times. To predict availability of an item model at different times, the online concierge system selects data from historical information about availability of items at one or more warehouses based on temporal, geospatial, and socioeconomic information about observations of historical availability of items at warehouses. The online concierge system accounts for distances between observations and a time and geographic location in a feature space to select observations for predicting item availability at the time and the geographic location.