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Enterprise external migration risk prediction method and device and computer readable storage medium

A risk prediction and enterprise technology, applied in the field of risk assessment, can solve problems such as low accuracy rate and heavy workload, and achieve the effect of reducing workload, improving accuracy, and avoiding manual misjudgment

Pending Publication Date: 2022-06-28
深圳中科闻歌科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of this, it is necessary to provide a method, device, and computer-readable storage medium for predicting the risk of enterprise relocati

Method used

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  • Enterprise external migration risk prediction method and device and computer readable storage medium
  • Enterprise external migration risk prediction method and device and computer readable storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0039] Please refer to figure 1 , figure 1 This is a flow chart of an embodiment of the method for predicting the risk of relocation of an enterprise according to the present invention. like figure 1 shown, it includes the following steps:

[0040] In step S101 , a data set of enterprise relocation information is obtained. The enterprise relocation information data set includes multiple pieces of enterprise data, and each enterprise data includes the relocation status of the corresponding enterprise and a plurality of enterprise characteristics.

[0041] Specifically, the steps of obtaining the data set of enterprise relocation information include:

[0042] (1) Obtain the enterprise relocation dataset and enterprise information dataset.

[0043] Among them, the enterprise relocation data set contains the relocation information of the company, such as the name of the relocation company, the time of relocation, and the relocation status, which can be obtained from relevant g...

Embodiment 2

[0078] An embodiment of the present invention further provides an enterprise relocation risk prediction device, including a memory and a processor, wherein a computer program is stored in the memory, and when the computer program is executed by the processor, the processor realizes the enterprise relocation risk as described in Embodiment 1. method of prediction.

[0079] It should be noted that the principle of the enterprise relocation risk prediction device in this embodiment is the same as that of the enterprise relocation risk prediction device method shown in Embodiment 1, and will not be described in detail here.

Embodiment 3

[0081] Please refer to figure 2 , the embodiment of the present invention also provides an enterprise relocation risk prediction device 100, which includes:

[0082] The data acquisition module 10 is configured to acquire a data set of enterprise out-migration information, the enterprise out-migration information data set includes a plurality of pieces of enterprise data, and each of the enterprise data includes the out-migration status of the corresponding enterprise and a plurality of enterprise characteristics;

[0083] A data vectorization module 11, configured to perform vectorization processing on the data set of the enterprise relocation information, and obtain a plurality of sample data corresponding to the enterprise data one-to-one;

[0084] A decision tree generation module 12, configured to construct a decision tree for enterprise relocation according to the sample data;

[0085] The risk prediction module 13 is configured to input the enterprise characteristics of...

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Abstract

The invention discloses an enterprise ex-situ migration risk prediction method and device and a computer readable storage medium, and the method comprises the steps: obtaining an enterprise ex-situ migration information data set which comprises a plurality of pieces of enterprise data, and each piece of enterprise data comprises the ex-situ migration state of a corresponding enterprise and a plurality of enterprise features; performing vectorization processing on the enterprise external migration information data set to obtain multiple pieces of sample data in one-to-one correspondence with the enterprise data; constructing an enterprise external migration decision tree according to the sample data; and when whether the target enterprise has an ex-migration risk is assessed, inputting enterprise features of the target enterprise into the enterprise ex-migration decision tree to obtain an ex-migration risk prediction result of the target enterprise. Compared with the prior art, the method has the advantages that enterprise migration risk prediction is performed by utilizing machine learning of a decision tree, the workload of manual identification is greatly reduced, meanwhile, manual misjudgment is avoided, and the accuracy of a prediction result can be greatly improved through machine learning of big data.

Description

technical field [0001] The present invention relates to the technical field of risk assessment, and in particular, to a method, a device and a computer-readable storage medium for predicting the risk of relocation of an enterprise. Background technique [0002] Enterprise relocation is a comprehensive choice of resources, factors, market, environment, etc. in the process of enterprise development and growth, and it is an inevitable product of the development of market economy to a certain stage. For some manufacturing enterprises, it is easy to relocate due to factors such as expansion needs, rising comprehensive business costs, and increased investment in other cities. For a certain region, when some enterprises relocate out, it is easy to cause the overall relocation. At the same time, the relocation of leading enterprises can also easily lead to the risk of the supply chain following the relocation, thereby jeopardizing the integrity of the industrial chain and giving rel...

Claims

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Application Information

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IPC IPC(8): G06Q10/06G06K9/62G06N20/10
CPCG06Q10/0635G06Q10/06393G06N20/10G06F18/24323
Inventor 盘浩军奉凡唐明黄尉洵
Owner 深圳中科闻歌科技有限公司
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