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Allocation model building method, allocation method and related device

A technology of distribution model and establishment method, applied in the field of data modeling, can solve the problems of inability to objectively distribute distribution parts, poor distribution effect, etc., to achieve the effect of optimizing distribution results and improving user experience

Active Publication Date: 2020-10-02
BEIJING XIAODU INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0006] The embodiment of the present invention provides a distribution model establishment method, a distribution method and a related device to solve the problems in the prior art that the delivery parts cannot be allocated objectively and the delivery effect is not good

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  • Allocation model building method, allocation method and related device
  • Allocation model building method, allocation method and related device
  • Allocation model building method, allocation method and related device

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Embodiment Construction

[0035] In order for those skilled in the art to better understand the solutions of the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention.

[0036] In some of the processes described in the description and claims of the present invention and the above-mentioned drawings, various operations are included in a specific order, but it should be clearly understood that these operations may not be in accordance with the order in which they appear herein. For execution or parallel execution, the sequence numbers of the operations, such as 101, 102, etc., are only used to distinguish different operations, and the sequence numbers themselves do not represent any execution order. Additionally, these flows may include more or fewer operations, and these operations may be performed sequentially or in parallel. It should b...

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Abstract

Embodiments of the present invention provide a distribution model establishment method, a distribution method and a related device, which relate to the fields of data modeling and express delivery. Wherein, the distribution model establishment method includes: determining the central delivery location set of the delivery personnel according to the historical delivery addresses of the delivery personnel; based on the feature values ​​and delivery results of each order in the first sample order set and the central delivery location Supervised learning is carried out on the set to determine the weight and association relationship of each feature, wherein, each feature includes the delivery address of the order and the positional relationship between the central delivery location set; according to the central delivery location set, the items The characteristics, the weights of the various characteristics and the association relationship establish the distribution model of the delivery personnel. The technical solutions provided by the embodiments of the present invention can build an objective distribution model, improve / optimize distribution results, and improve user experience.

Description

technical field [0001] Embodiments of the present invention relate to the field of data modeling and express delivery, and in particular, to a method for establishing a distribution model, a method for distribution, and a related device. Background technique [0002] With the continuous development of the express delivery field, the types and quantities of delivery items (for example, parcels) delivered are increasing. The existing manual sorting is no longer suitable for the current situation. There is a need for a faster and more accurate technology for allocating delivery parts. [0003] Specifically, after the current express arrives at the sorting point, it needs to be manually sorted to distribute the package to the delivery staff. This approach has the following flaws: [0004] 1. Manual sorting is suitable for low number of packages and few types. For multiple types and multiple packages, it is inefficient and time-consuming. [0005] 2. Manual sorting results a...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62G06Q10/08
CPCG06Q10/08G06F18/214
Inventor 郑璐璐
Owner BEIJING XIAODU INFORMATION TECH CO LTD