Order meal delivery time prediction method and device, electronic equipment and storage medium

A time prediction and time technology, applied in the network field, can solve the problem of inaccurate order meal time, and achieve the effect of accurate meal prediction time and accurate prediction results.

Pending Publication Date: 2020-01-21
BEIJING SANKUAI ONLINE TECH CO LTD
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  • Abstract
  • Description
  • Claims
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AI Technical Summary

Problems solved by technology

However, in actual delivery, the pick-up time of the courier may not be equal to the delivery time of the order, for example, the order has been delivered before the courier picks up the food, so the predicted delivery time of the order by this method is not accurate

Method used

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  • Order meal delivery time prediction method and device, electronic equipment and storage medium
  • Order meal delivery time prediction method and device, electronic equipment and storage medium
  • Order meal delivery time prediction method and device, electronic equipment and storage medium

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Embodiment Construction

[0071] Specific embodiments of the present disclosure will be described in detail below in conjunction with the accompanying drawings. It should be understood that the specific embodiments described here are only used to illustrate and explain the present disclosure, and are not intended to limit the present disclosure.

[0072] This disclosure is mainly used in delivery business scenarios such as takeaway delivery and supermarket delivery. Forecast for delivery scheduling of orders. The order delivery time prediction method in the related art usually predicts the order delivery time based on the delivery time of the order delivery staff. However, in the actual delivery process, the pick-up time of the courier may not be equal to the delivery time of the order. precise.

[0073] In order to solve the above technical problems, an embodiment of the present disclosure provides a method for predicting the delivery time of an order, so as to improve the accuracy of the predictio...

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Abstract

The invention relates to an order meal delivery time prediction method and device, electronic equipment and a storage medium, and aims to solve the problem of inaccurate prediction result of order meal delivery time in related technologies. The order meal delivery time prediction method comprises the steps of obtaining actual arrival time and actual meal taking time of a deliveryman of a to-be-delivered order; inputting the actual arrival time and the actual meal taking time into a meal delivery time prediction model to obtain predicted meal delivery time of the to-be-delivered order; whereinthe loss functions used for training the meal delivery time prediction model are different for the sample orders with different relationships among the predicted meal delivery time, the actual arrivaltime of the deliveryman and the actual meal taking time.

Description

technical field [0001] The present disclosure relates to the field of network technology, and in particular, to a method and device for predicting delivery time of an order, an electronic device, and a storage medium. Background technique [0002] The order delivery time refers to the time from when the merchant receives the order to when the merchant prepares the meal. The order delivery time represents the difficulty of order delivery, and can be used as an important parameter of the order delivery scheduling system, which directly affects the results of order pressing and delivery. Therefore, it is very important to improve the accuracy of order delivery time prediction. [0003] Related technologies usually predict the delivery time of an order based on the pick-up time of the order delivery staff. However, in actual delivery, the pick-up time of the courier may not be equal to the delivery time of the order, for example, the order has been delivered before the courier ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q10/06G06Q30/06
CPCG06Q10/04G06Q10/067G06Q30/0635
Inventor 周越李春苗潘基泽
Owner BEIJING SANKUAI ONLINE TECH CO LTD
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