Method for training a dwell point recognition model and dwell point recognition method
By constructing a stop point identification model and utilizing historical waybill trajectory information and motion characteristics, the problem of inaccurate time and location in waybill management was solved, achieving accurate positioning of waybill origin and destination and improving operational efficiency.
CN116361659BActive Publication Date: 2026-06-23BEIJING HUITONG TIANXIA LOGISTIC CO LTD
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- BEIJING HUITONG TIANXIA LOGISTIC CO LTD
- Filing Date
- 2023-04-18
- Publication Date
- 2026-06-23
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Figure CN116361659B_ABST
Abstract
The application provides a stay point identification model training method and a stay point identification method. The stay point identification model training method comprises the following steps: obtaining trajectory information of a plurality of historical waybills, determining a plurality of vehicle stay areas corresponding to each historical waybill according to the trajectory information of each historical waybill, obtaining motion characteristics of the plurality of vehicle stay areas, generating a training set according to the motion characteristics of the plurality of vehicle stay areas, the training set being labeled with stay point types of the plurality of vehicle stay areas, performing model training on a preset initial model according to the training set to obtain a stay point identification model. The stay point identification model can be used to determine the stay point type of the waybill, and then determine the start and end points of the journey of the waybill, so that the waybill information can be corrected, the missed waybills can be recalled, and the real operation of the vehicle can be more accurately reflected.
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