公开(公告)号：US11783298B2

公开(公告)日：2023-10-10

申请号：US17162148

申请日：2021-01-29

申请人： Walmart Apollo, LLC

发明人： Ajaykartheek Vasagiri ,  Faraz Hussain ,  Kamal Manglani ,  Ashwin Sureshkumar ,  Sriram Krishnaswamy ,  Chittaranjan Tripathy

IPC分类号： G06Q10/1093 ,  G06N20/00 ,  G06Q50/30 ,  G06Q10/0835

CPC分类号： G06Q10/1093 ,  G06N20/00 ,  G06Q10/0835 ,  G06Q50/30

摘要： This application relates to automatically scheduling timeslots, such as timeslots for scheduling item pickups and deliveries. The embodiments may employ machine learning process to determine, for each of a plurality of timeslots, a timeslot capacity. The embodiments may further determine a time as to when each of the plurality of timeslots become available for selection, such as on a webpage. In some examples, the time determined to make available for selection each of the plurality of timeslots is based on a predetermined amount of time before the timeslot. Further, the embodiments may provide for display each of the plurality of timeslots at the determined time. The embodiments may further include receiving a selection of one of the plurality of timeslots, and scheduling a pickup or delivery based on the selected timeslot. The machine learning processes may be trained with features generated from historical timeslot data and workforce availability.

公开(公告)号：US20230419269A1

公开(公告)日：2023-12-28

申请号：US18455944

申请日：2023-08-25

申请人： Walmart Apollo, LLC

发明人： Ajaykartheek Vasagiri ,  Faraz Hussain ,  Kamal Manglani ,  Ashwin Sureshkumar ,  Sriram Krishnaswamy ,  Chittaranjan Tripathy

IPC分类号： G06Q10/1093 ,  G06N20/00 ,  G06Q50/30 ,  G06Q10/0835

CPC分类号： G06Q10/1093 ,  G06N20/00 ,  G06Q50/30 ,  G06Q10/0835

摘要： This application relates to automatically scheduling timeslots, such as timeslots for scheduling item pickups and deliveries. The embodiments may employ machine learning process to determine, for each of a plurality of timeslots, a timeslot capacity. The embodiments may further determine a time as to when each of the plurality of timeslots become available for selection, such as on a webpage. In some examples, the time determined to make available for selection each of the plurality of timeslots is based on a predetermined amount of time before the timeslot. Further, the embodiments may provide for display each of the plurality of timeslots at the determined time. The embodiments may further include receiving a selection of one of the plurality of timeslots, and scheduling a pickup or delivery based on the selected timeslot. The machine learning processes may be trained with features generated from historical timeslot data and workforce availability.

公开(公告)号：US20220245595A1

公开(公告)日：2022-08-04

申请号：US17162148

申请日：2021-01-29

申请人： Walmart Apollo, LLC

发明人： Ajaykartheek Vasagiri ,  Faraz Hussain ,  Kamal Manglani ,  Ashwin Sureshkumar ,  Sriram Krishnaswamy ,  Chittaranjan Tripathy

IPC分类号： G06Q10/10 ,  G06Q10/08 ,  G06Q50/30 ,  G06N20/00

摘要： This application relates to automatically scheduling timeslots, such as timeslots for scheduling item pickups and deliveries. The embodiments may employ machine learning process to determine, for each of a plurality of timeslots, a timeslot capacity. The embodiments may further determine a time as to when each of the plurality of timeslots become available for selection, such as on a webpage. In some examples, the time determined to make available for selection each of the plurality of timeslots is based on a predetermined amount of time before the timeslot. Further, the embodiments may provide for display each of the plurality of timeslots at the determined time. The embodiments may further include receiving a selection of one of the plurality of timeslots, and scheduling a pickup or delivery based on the selected timeslot. The machine learning processes may be trained with features generated from historical timeslot data and workforce availability.