Method and device for determining goods sales volume

An item and sales technology, applied in the field of warehousing and logistics, can solve the problems of unpredictability, poor reliability, and low accuracy of sales forecast results, and achieve the effect of improving accuracy and reliability

Pending Publication Date: 2021-07-09
BEIJING JINGDONG ZHENSHI INFORMATION TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

[0005] In view of this, the present invention provides a method and device for determining the sales of items, which can improve the accuracy and reliability of the sales forecast results of new products, and solve the problems in the sales forecast results caused by the lack of

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  • Method and device for determining goods sales volume
  • Method and device for determining goods sales volume
  • Method and device for determining goods sales volume

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[0029] The exemplary embodiments of the present invention will be described below, including various details of the embodiments of the present invention to help understand, and they should be considered as exemplary. Accordingly, it will be appreciated by those skilled in the art that various changes and modifications described herein are made without departing from the scope and spirit of the invention. Similarly, a description of the well-known functions and structures is omitted in order to clear and concise, the following description is omitted.

[0030] It should be noted that various embodiments and embodiments in the present invention may be combined with each other in various embodiments and embodiments in the present invention without affecting the implementation of the present invention.

[0031] figure 1 An exemplary system architecture 100 of a method of determining a method of determining a sales amount of an article can be applied to an apparatus.

[0032] Such as f...

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Abstract

The invention discloses a method and device for determining goods sales volume, and relates to the technical field of warehouse logistics. The method comprises the following steps: acquiring historical sales volume data of a plurality of similar articles corresponding to a target article; calculating the similarity between the target article and the plurality of similar articles according to the historical sales volume data of the target article and the plurality of similar articles; calculating the weights of the plurality of similar articles according to the similarity between the target article and the plurality of similar articles; and according to the weights of the plurality of similar articles and the historical sales volume data of the plurality of similar articles, determining a sales volume prediction value of the target article. Through adoption of the steps, the accuracy and reliability of a new product sales volume prediction result can be improved, and the problems of low accuracy, poor reliability, even incapability of prediction and the like of the sales volume prediction result caused by less historical sales information of the new product in the prior art are solved; and thus, people are guided to timely and accurately carry out business operations such as replenishment based on the sales volume prediction result.

Description

technical field [0001] The invention relates to the technical field of warehousing and logistics, in particular to a method and a device for determining the sales volume of an item. Background technique [0002] In actual business scenarios such as warehousing management on e-commerce platforms and smart retail in stores, it is of great significance to predict the sales of items. For example, when performing warehouse management on an e-commerce platform, it is necessary to predict the sales of items in the future, and determine the replenishment amount based on the sales forecast results and the inventory of the items, so as to guide relevant personnel to replenish in time. [0003] When an item first enters the market, because there is no historical sales data or only a small amount of historical sales data, it is always difficult to predict the item sales at this time. In the prior art, there are mainly the following item sales forecast methods: first, directly use conve...

Claims

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Application Information

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IPC IPC(8): G06Q30/02G06K9/62
CPCG06Q30/0201G06F18/22
Inventor 陈力陈松蹊
Owner BEIJING JINGDONG ZHENSHI INFORMATION TECH CO LTD
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