Revenue prediction method and system, electronic equipment and computer readable storage medium

A forecasting method and income technology, applied in the field of forecasting, can solve problems such as low forecasting accuracy

Pending Publication Date: 2021-10-22
GUANGZHOU RAILWAY GRP CORP
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The present invention provides an income forecasting method, system, electronic equipment and computer-readable storage medium, which are used to solve the defect of low forecasting accuracy in the prior art and effectively improve the forecasting accuracy

Method used

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  • Revenue prediction method and system, electronic equipment and computer readable storage medium
  • Revenue prediction method and system, electronic equipment and computer readable storage medium
  • Revenue prediction method and system, electronic equipment and computer readable storage medium

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Embodiment Construction

[0023] In order to make the purpose, technical solutions and advantages of the present invention clearer, the technical solutions in the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the present invention. Obviously, the described embodiments are part of the embodiments of the present invention , but not all examples. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0024] figure 1 It is a schematic flowchart of an income forecasting method provided by an embodiment of the present invention. Such as figure 1 As shown, the revenue forecasting method includes the following steps:

[0025] S101. Acquire income-related feature information of the target object within the target time period, wherein the income-related feature information includes the shippi...

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PUM

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Abstract

The invention provides an income prediction method and system, electronic equipment and a computer readable storage medium, and the method comprises the steps: obtaining the feature information, related to the income, of a target object in a target time period, the feature information related to the income comprises freight information of the target object, third-party evaluation information of the target object, enterprise public opinion information of the target object and macroeconomic information related to the target object; inputting the obtained feature information related to the income into a trained income prediction model to obtain the predicted income of the target object in the target time period; the trained income prediction model is obtained by training on the basis of feature information, related to the income, of the sample object and a corresponding actual income label; and determining early warning information according to the predicted income of the target object in the target time period and the actual income of the target object in the same time period before the target time period. And the income prediction precision is improved through various types of feature information and an income prediction model.

Description

technical field [0001] The present invention relates to the forecasting field, in particular to an income forecasting method, system, electronic equipment and computer-readable storage medium. Background technique [0002] In today's railway freight business, the income of railway companies comes from customers. Forecasting the current income of customers through the customer's business development can find problems in the operation, which is convenient for timely marketing maintenance and reduction of losses. [0003] At present, railway companies use methods such as multiple linear regression, ridge regression or LASSO regression to realize the prediction of customer income, or use neural networks to realize the prediction of customer income. [0004] The above prediction method uses a single model, and the types of prediction features are very limited, which has the defect of low prediction accuracy. Contents of the invention [0005] The present invention provides an ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06Q50/30G06F16/215G06F16/2458
CPCG06Q10/04G06Q50/30G06F16/215G06F16/2465
Inventor 史永乐陈兵周发明黄礼明刘飞闫文焕胡杰张新峰张忠河吴林麒苏尔慈刘彦军
Owner GUANGZHOU RAILWAY GRP CORP
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