公开(公告)号：US11790304B1

公开(公告)日：2023-10-17

申请号：US17360871

申请日：2021-06-28

申请人： Amazon Technologies, Inc.

发明人： Chengeng Zeng ,  Minghao Gai ,  Leah Autumn Thompkins

IPC分类号： G06Q10/0639 ,  G06Q10/0835 ,  G06Q10/0631 ,  G06N20/00 ,  G06Q10/109 ,  G06Q30/018 ,  G01C21/34 ,  H04W4/14 ,  G06Q40/02

CPC分类号： G06Q10/06398 ,  G01C21/3407 ,  G06N20/00 ,  G06Q10/06313 ,  G06Q10/06315 ,  G06Q10/063114 ,  G06Q10/063118 ,  G06Q10/08355 ,  G06Q10/109 ,  G06Q30/0185 ,  H04W4/14 ,  G06Q40/02

摘要： A logistics system for managing a network of independent delivery partners may include models to detect delivery defects. The models may generate defect scores for each onboarded delivery partner. The system may collect delivery data to continuously update the models. The updated models may score delivery partners for early detection of delivery defects and determine remediations steps. The system may train one or more models to determine the scores based on a terminating step of the delivery steps. The scores may indicate a likelihood the terminating step was caused by intentional action or by accident. The system may determine remediations steps based on the likelihood of intentional action.

公开(公告)号：US11823118B1

公开(公告)日：2023-11-21

申请号：US17360826

申请日：2021-06-28

申请人： Amazon Technologies, Inc.

发明人： Zhiyuan Cao ,  Minghao Gai ,  Leah Autumn Thompkins ,  Arun Kumar Galba

IPC分类号： G06Q10/08 ,  G06Q30/06 ,  G06Q10/0835 ,  G06Q10/0834 ,  G06Q20/40 ,  G06Q40/02 ,  G06Q10/0639 ,  G06Q10/0631 ,  G06N7/01

CPC分类号： G06Q10/08355 ,  G06N7/01 ,  G06Q10/06398 ,  G06Q10/063114 ,  G06Q10/08345 ,  G06Q20/4015 ,  G06Q40/02

摘要： A logistics system for managing a network of independent delivery partners may include models to detect delivery defects. The models may generate defect scores for each onboarded delivery partner. The system may collect delivery data to continuously update the models. The updated models may score delivery partners for early detection of delivery defects and determine remediations steps. The system may train one or more models to determine the scores based on a terminating step of the delivery steps. The scores may indicate a likelihood the terminating step was caused by intentional action or by accident. The system may determine remediations steps based on the likelihood of intentional action.