发明授权
- 专利标题: Artificial intelligent systems and methods for predicting traffic accident locations
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申请号: US16852602申请日: 2020-04-20
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公开(公告)号: US10971001B2公开(公告)日: 2021-04-06
- 发明人: Ruifei Yang
- 申请人: BEIJING DIDI INFINITY TECHNOLOGY AND DEVELOPMENT CO., LTD.
- 申请人地址: CN Beijing
- 专利权人: BEIJING DIDI INFINITY TECHNOLOGY AND DEVELOPMENT CO., LTD.
- 当前专利权人: BEIJING DIDI INFINITY TECHNOLOGY AND DEVELOPMENT CO., LTD.
- 当前专利权人地址: CN Beijing
- 代理机构: Metis IP LLC
- 主分类号: G08G1/01
- IPC分类号: G08G1/01 ; G08G1/0967 ; G06N5/02 ; H04W4/021 ; G08G1/0962
摘要:
Systems and methods for predicting traffic accident location. A method includes: obtaining a plurality of accident records, each accident record is associated with a target user terminal and includes a plurality of locations; determining a plurality of refined accident locations by, for each of the plurality of accident records, operating a first clustering procedure with the corresponding plurality of locations of the target user terminal as inputs of the first clustering procedure and assigning a first result of the first clustering procedure as a refined accident location of the plurality of locations of the target user terminal; and determining at least one accident-prone road section by operating a second clustering procedure with the plurality of refined accident locations corresponding to the plurality of accident records as the inputs of the second clustering procedure.
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