Store order quantity determination method, apparatus and device, and storage medium

Abstract

The embodiment of the invention provides a store order quantity determination method and device, equipment and a storage medium, and the method comprises the steps: firstly extracting the business district features of a target store of which the order quantity is to be determined and each benchmarking store, calculating the similarity between the target store and each benchmarking store based on the business district features of the target store and each benchmarking store, and determining the order quantity of the target store according to the similarity. And selecting a preset number of benchmarking stores of which the similarities accord with a preset rule as reference stores, and then determining the order type and number of the target store based on the operation data of each reference store. According to the embodiment of the invention, the order quantity of the target store is determined through the operation data of the similar benchmarking stores based on the target store, so that when the order quantity of the store is determined, the historical data with high reference can be referred, the order does not need to be carried out only depending on the artificial experience, the store order is more reasonable, and the store order accuracy is improved.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to a method, device, equipment and storage medium for determining the order quantity of a store. Background technique [0002] At present, data processing technology has been widely used in various industries. In the field of data processing technology, machine learning methods are usually used to rely on a large amount of historical data to make relevant data predictions. However, in some cases, machine learning methods cannot be used for data processing, prediction, etc. due to lack of sufficient reference historical data support. [0003] Example: For the retail industry. Usually, it is necessary to place an order for the store for sale. At this time, it is necessary to determine the specific order quantity, that is, to determine the type of commodity to be ordered and the order quantity of each commodity. However, because some stores do not have enough histori...

AI Technical Summary

Problems solved by technology

However, due to relying entirely on manual experience, there will be situations where too many orders for a certain product lead to a backlog of goods, or too few orders for a certain product, which cannot meet customer needs, and the order is very inaccurate

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