- 专利标题: Models for early detection of delivery defects—unassigned delivery blocks
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申请号: US17360826申请日: 2021-06-28
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公开(公告)号: US11823118B1公开(公告)日: 2023-11-21
- 发明人: Zhiyuan Cao , Minghao Gai , Leah Autumn Thompkins , Arun Kumar Galba
- 申请人: Amazon Technologies, Inc.
- 申请人地址: US WA Seattle
- 专利权人: Amazon Technologies, Inc.
- 当前专利权人: Amazon Technologies, Inc.
- 当前专利权人地址: US WA Seattle
- 代理机构: Lee & Hayes, P.C.
- 主分类号: G06Q10/08
- IPC分类号: G06Q10/08 ; G06Q30/06 ; G06Q10/0835 ; G06Q10/0834 ; G06Q20/40 ; G06Q40/02 ; G06Q10/0639 ; G06Q10/0631 ; G06N7/01
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.
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