Logistics scheduling method and logistics scheduling device

A scheduling method and scheduling device technology, applied in the field of logistics, can solve the problems of low accuracy and low efficiency of logistics delivery, and achieve the effect of improving the accuracy of scoring and improving the efficiency of logistics delivery

Inactive Publication Date: 2017-07-14
BEIJING XIAODU INFORMATION TECH CO LTD
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Problems solved by technology

However, due to the low accuracy of the current logistics dispatching system for scoring each link, the efficiency of logistics dispatching is low when the logistics dispatch is carried out based on the scoring results of the logistics dispatching system

Method used

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  • Logistics scheduling method and logistics scheduling device
  • Logistics scheduling method and logistics scheduling device
  • Logistics scheduling method and logistics scheduling device

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Embodiment Construction

[0033] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with the embodiments of the present invention. Rather, they are merely examples of apparatuses and methods consistent with aspects of the embodiments of the invention as recited in the appended claims.

[0034] The following first briefly introduces the logistics dispatching system. For example, after a user places an order on the O2O platform, the logistics dispatching system will obtain the user's order information, and based on the order information, determine whether the order needs to be added to the knight who is delivering the goods (i.e. the deliv...

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Abstract

The embodiments of the invention relate to a logistics scheduling method and a logistics scheduling device. The method comprises the following steps: acquiring a first rule scoring model in a logistics scheduling system; calling a preset machine learning model to train and fit the first rule scoring model to get a first machine learning model; training the first machine learning model based on preset historical order data to get a second machine learning model; and taking the second machine learning model as a rule scoring model in the logistics scheduling system. Iteration continues until a second machine learning model tending to be stable is obtained. Moreover, the second machine learning model is called to score all relevant links in the logistic scheduling system. The accuracy of scoring can be improved greatly, and the efficiency of logistics distribution can be improved.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of logistics, and in particular, to a logistics scheduling method and device. Background technique [0002] With the continuous development of society, more and more users handle business through O2O (Online To Offline, online to offline) platforms. Many merchants have launched their own app (Application, application program) platform. Users become registered users of the app by registering on the relevant app, and the registered user can place orders on the app, such as ordering food, buying clothes or food wait. After receiving the user's order, the merchant will assign relevant delivery personnel through the logistics dispatching system to deliver the user's ordered items to the user. [0003] In the logistics scheduling system, there are many links, such as: the link of judging whether the order is additionally assigned to the dispatcher, the order grouping link, and the link ...

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Application Information

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IPC IPC(8): G06Q10/08G06Q50/28
CPCG06Q10/083G06Q10/08
Inventor 黄绍建崔代锐蒋凡徐明泉刘浪咸珂陈进清杨秋源
Owner BEIJING XIAODU INFORMATION TECH CO LTD
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