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Enterprise credit rating system and evaluation method

A credit score and enterprise technology, applied in data processing applications, digital data information retrieval, special data processing applications, etc., can solve the problems of small and medium-sized enterprises' operating conditions, limited development prospects, short establishment time, and lack of funds

Inactive Publication Date: 2019-07-23
安徽省优质采科技发展有限责任公司
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AI Technical Summary

Problems solved by technology

For some potential and well-developed small and medium-sized enterprises, due to the short establishment time and lack of funds, it is often difficult to prepare capital, which limits their rapid development
[0004] Therefore, it is necessary to establish an enterprise information evaluation system to conduct a fair evaluation of the basic information and credit information of the enterprise, and solve the problems of limited business conditions and development prospects of existing small and medium-sized enterprises.

Method used

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  • Enterprise credit rating system and evaluation method
  • Enterprise credit rating system and evaluation method
  • Enterprise credit rating system and evaluation method

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 2

[0065] Embodiment two: as attached figure 2 As shown, an evaluation method of an enterprise credit rating system includes:

[0066] S1: Data collection: store crawled data and platform data in a distributed file system;

[0067] S2: Establish a credit index scoring weight model, including establishing a test set and a training set;

[0068] S3: Establish a reasonable data monitoring, monitor the recall rate, accuracy rate and coverage rate, and provide a basis for the later revision of the model;

[0069] S4: Calculate the total credit score of each enterprise, determine the grade of the enterprise and the corresponding loan amount.

[0070] as attached figure 2 As shown, in S2, the training set: used for model construction; the test set: used for detection model construction, and the data of the test set are used in model verification to evaluate the accuracy of the model.

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Abstract

The invention relates to the technical field of credit evaluation, in particular to an enterprise credit rating system and evaluation method, and the enterprise credit rating system comprises a data acquisition module which is used for regularly acquiring enterprise bidding announcement information and bidding winning information of each transaction center; a data cleaning module which is used forfiltering the collected announcements, and an index weight determination module which is used for randomly extracting part of data from historical data as training data by using a machine learning random forest (CRF) regression algorithm and putting the training data into the algorithm to construct a model; a credit score calculation module which is used for calculating a corresponding dimensionscore according to the weight of each dimension of the index and storing a calculation result into the relational database; and a user search display module which is used for searching by a user and displaying a search result. For investors, enterprises with high credit rating can be better screened as investment objects, risks are avoided, and benefits are improved. For enterprises, financing cost can be reduced.

Description

technical field [0001] The invention relates to the technical field of credit rating, in particular to an enterprise credit rating system and evaluation method. Background technique [0002] With the rapid development and changes of society, the market economy has gradually entered the era of credit economy. In such an era, credit plays an important role for both individuals and enterprises. The role of personal credit is obvious when handling car loans, housing loans, etc., and corporate credit also plays a vital role in commercial activities such as bidding and government procurement. Only with integrity can an individual or business gain a foothold in society and be recognized and depend on. In the modern economy and society, credit is not only a code of ethics, but also an important resource that can bring economic benefits to enterprises, and to a certain extent is even more important than material resources and human resources. [0003] For a long time, the credit r...

Claims

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Application Information

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IPC IPC(8): G06Q40/02G06F16/953G06F16/182G06N3/00
CPCG06F16/953G06F16/182G06N3/006G06Q40/03
Inventor 李磊封军豆庆仁李宗桓高俊马武
Owner 安徽省优质采科技发展有限责任公司