CN109840847A - One kind going core Supply chain financing method - Google Patents
One kind going core Supply chain financing method Download PDFInfo
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Abstract
It discloses one kind and goes core Supply chain financing method, comprising: acquisition supply chain modes purchase and sale side is acquired by invoice data and trade information builds supply chain network；Related information based on core enterprise's upstream and downstream firms in supply chain network constructs Data Mart；Financing platform is built as data basis using Data Mart, supply chain network and configures enterprise search engine；The transaction accounting that upstream and downstream firms and core enterprise in supply chain network are calculated by invoice data assesses core enterprise's upstream and downstream firms financing needs；Enterprise's accrediting amount is calculated by air control model, scoring credit model；By financing platform, financing limit is determined based on financing needs, the accrediting amount, liability rating model.The present invention obtains information of supply chain by invoice ticket information, comb supply chain network, supply chain modes related information is obtained, is graded by data model to Corporate finance and provides financing limit, realize the Supply chain financing business new method for going core.
Description
Technical field
The present invention relates to Supply chain financing fields, go core Supply chain financing method more particularly, to one kind.
Background technique
With the rapid development of science and technology, the technologies such as internet, big data, artificial intelligence, block chain application
Change traditional financial, country implements " internet+", " big data " strategy, and " silver-colored tax interaction " policy etc. is also changing finance
Future thrust.Traditional Supply chain financing is to provide spirit together with core enterprise is closely connected by bank with upstream and downstream firms
A kind of Financing Mode of financial product and service living, and the prevailing model of current Supply chain financing business, there is " 1+N ", " 1+
M+N ", " M+1+N " etc. in these modes or rely on core enterprise or rely on bank and other financial mechanism or rely on B2B
Electric business platform, medium and small micro- Corporate finance is difficult, financing is expensive.Based on invoice data, makes full use of internet, is big data reference, artificial
Intelligence, block chain technology allow medium and small micro- Corporate finance to eliminate the reliance on core enterprise, bank, B2B electric business platform are possibly realized.
In traditional Supply chain financing business scenario, majority needs to dock core enterprise's ERP system, obtain commercial data with
And core enterprise really weighs, or docking B2B electric business platform, electric business platform know commodity-circulate in supply chain, information flow, cash flow,
The information such as logistics.
In traditional Supply chain financing business, supply chain upstream and downstream Zhong little Wei enterprise often cannot get financial institution's justice
Financial service, because medium and small micro- business standing is low, have a very wide distribution, financial data is unreliable, cost of serving is high, default risk
It is high.
In traditional Supply chain financing business, supply chain upstream and downstream firms obtain financing services, generally require core enterprise
Confirmation reveals all the details and occupies core enterprise's credit line.
In traditional Supply chain financing business, medium and small micro- IT application in enterprises degree is low, has no authentic data and supports financial machine
Structure generally requires a large amount of manpower interventions and carries out most tune to its credit, and affiliated person's guarantee or even fixed assets mortgage could obtain
Financing services.
In traditional Supply chain financing mode, relying on core enterprise's cooperation causes promoting service difficult；Operation system docking is complicated
Cause the project cycle long；Personalized implementation from door to door is needed to cause application range of products narrow；Occupying core enterprise's accrediting amount causes gold
Melting service can not all standing upstream and downstream firms；It needs a large amount of manpower interventions to cause to be not easy large area on line to replicate.
Summary of the invention
The purpose of the present invention is to propose to one kind to go core Supply chain financing method, be implemented without core enterprise and really weigh,
It does not need to occupy core enterprise's credit, allows medium and small micro- Corporate finance in industrial chain to eliminate the reliance on core enterprise's energy to reach
It finances.
One kind going core Supply chain financing method, comprising:
It is acquired by invoice data and obtains supply chain modes purchase and sale side and trade information, to build supply chain network；
Related information based on core enterprise's upstream and downstream firms in the supply chain network constructs Data Mart；
Financing platform is built using the Data Mart, supply chain network as data basis, and configures enterprise search engine；
The transaction of the upstream and downstream firms and core enterprise in the supply chain network is calculated by the invoice data
Accounting assesses core enterprise's upstream and downstream firms financing needs；
Enterprise's accrediting amount is calculated by air control model, scoring credit model；
By the financing platform, financing limit is determined based on financing needs, the accrediting amount, liability rating model.
Preferably, described that supply chains system is built by invoice data acquisition acquisition supply chain modes purchase and sale side and trade information
Network includes:
The invoice data is invoice ticket information, and the invoice ticket information includes invoice codes, invoice number, makes out an invoice
Date, Acquiring enterprise, Xiao Fang enterprise, check code, product name, quantity, unit price, the amount of tax to be paid, the tax rate, total value, remarks.
Preferably, described that supply chains system is built by invoice data acquisition acquisition supply chain modes purchase and sale side and trade information
Network further include:
It is that index builds supply chain network with the Xiao Fang enterprise in the invoice ticket information.
Preferably, described that supply chains system is built by invoice data acquisition acquisition supply chain modes purchase and sale side and trade information
Network further include:
The index field of the index is the unified social credibility code of Xiao Fang enterprise.
Preferably, the upstream and downstream firms related information building Data Mart based in the supply chain network includes:
The related information for obtaining industrial chain upstream and downstream firms constructs data warehouse, according to industry, enterprise's access model, data
Safety and value carry out data cleansing, analyze and are associated with corresponding enterprise to the data warehouse.
Preferably, the upstream and downstream firms related information building Data Mart based in the supply chain network includes:
The related information is obtained by crawler technology, third party's data access.
Preferably, the upstream and downstream firms related information building Data Mart based in the supply chain network includes:
The related information includes: industry and commerce, the administration of justice, people's row, telecommunications, anti-fraud information, financial information.
Preferably, financing platform is built using the Data Mart, supply chain network as data basis, and configures enterprise search
Engine includes:
The enterprise search engine is integrated in the financing platform.
Preferably, the upstream and downstream firms and the core calculated by the invoice data in the supply chain network
The transaction accounting of enterprise assesses core enterprise's upstream and downstream firms financing needs
Up and down according to the time of the historical trading in the collected invoice data, Description of Goods, amount information confirmation
Enterprise and core enterprise's transaction accounting are swum, and its financing needs is assessed according to enterprise's history financing situation, generation business circumstance.
Preferably, by the financing platform, financed amount is determined based on financing needs, the accrediting amount, liability rating model
Degree includes:
Corporate finance is done and is finally appraised and decided according to air control model, scoring credit model, liability rating model.And pass through enterprise
Mi-crocosmic forecast model, within the set range to business growth index, profit index, index of honouring an agreement evaluation and test KS value.
The invention has the benefit that the invention discloses a kind of methods for removing core Supply chain financing, according to invoice
Ticket information obtains supply chain modes purchase and sale side and trade information, combs supply chain chain, supply chain network, and obtain supply chain
Enterprise's industry and commerce, the administration of justice, people's row, telecommunications, anti-fraud information, grade to Corporate finance by data model and provide financed amount
Degree, realizes the Supply chain financing business new method for going core.It solves in traditional Supply chain financing mode, relies on core
The cooperation of heart enterprise causes promoting service is difficult, core enterprise's operation system docks complexity to cause project cycle length, financing needs individual character
Change need to implement to cause that application range of products is narrow, occupies core enterprise's accrediting amount from door to door, cause financial service can not be in all standing
Down-stream enterprise and a large amount of manpower interventions of needs cause to be not easy the problem of large area replicates on line.
The device of the invention has other characteristics and advantages, these characteristics and advantages from the attached drawing being incorporated herein and with
It will be apparent in specific embodiment afterwards, or will be in the attached drawing and subsequent specific embodiment being incorporated herein
Middle to be stated in detail, the drawings and the detailed description together serve to explain specific principles of the invention.
Detailed description of the invention
Exemplary embodiment of the present is described in more detail in conjunction with the accompanying drawings, of the invention is above-mentioned and other
Purpose, feature and advantage will be apparent, which is characterized in that in exemplary embodiments of the present invention, identical with reference to mark
Number typically represent same parts.
Fig. 1 shows the flow chart of the step of method for removing core Supply chain financing according to the present invention a kind of.
Specific embodiment
The present invention will be described in more detail below with reference to accompanying drawings.Although showing the preferred embodiment of the present invention in attached drawing,
However, it is to be appreciated that may be realized in various forms the present invention and should not be limited by the embodiments set forth herein.On the contrary, providing
These embodiments are of the invention more thorough and complete in order to make, and can will fully convey the scope of the invention to ability
The technical staff in domain.
One kind according to the present invention goes core Supply chain financing method, comprising:
Step 1: being acquired by invoice data and obtain supply chain modes purchase and sale side and trade information, to build supply chains system
Network；
Step 2: the related information based on core enterprise's upstream and downstream firms in supply chain network constructs Data Mart；
Step 3: building financing platform using Data Mart, supply chain network as data basis, and configure enterprise search engine；
Step 4: the transaction accounting that upstream and downstream firms and core enterprise in supply chain network are calculated by invoice data is commented
Estimate core enterprise's upstream and downstream firms financing needs；
Step 5: enterprise's accrediting amount is calculated by air control model, scoring credit model；
Step 6: by financing platform, financing limit being determined based on financing needs, the accrediting amount, liability rating model.
Specifically, supply chain modes purchase and sale side and trade information are obtained according to invoice ticket information, comb supply chain chain,
Supply chain network, and supply chain modes industry and commerce, the administration of justice, people's row, telecommunications, anti-fraud information are obtained, by data model to enterprise
Financing is graded and provides financing limit, is not needed core enterprise and is really weighed, and does not need to occupy core enterprise's credit, to reach
Allowing medium and small micro- Corporate finance in industrial chain to eliminate the reliance on core enterprise just can be carried out financing.
In one example, acquisition supply chain modes purchase and sale side is acquired by invoice data and trade information builds supply chain
Network includes:
Invoice data is invoice ticket information, and invoice ticket information includes invoice codes, invoice number, date of making out an invoice, purchase
Fang Qiye, Xiao Fang enterprise, check code, product name, quantity, unit price, the amount of tax to be paid, the tax rate, total value, remarks.
In one example, acquisition supply chain modes purchase and sale side is acquired by invoice data and trade information builds supply chain
Network further include:
It is that index builds supply chain network with the Xiao Fang enterprise in invoice ticket information.
In one example, acquisition supply chain modes purchase and sale side is acquired by invoice data and trade information builds supply chain
Network further include:
The index field of index is the unified social credibility code of Xiao Fang enterprise.
Specifically, the details of supply chain transaction are contained in invoice ticket information, with the pin in invoice ticket information
The unified social credibility code of Fang Qiye is that index can easily build supply chain network.
In one example, include: based on the upstream and downstream firms related information building Data Mart in supply chain network
The related information for obtaining industrial chain upstream and downstream firms constructs data warehouse, according to industry, enterprise's access model, data
Safety and value carry out data cleansing, analyze and are associated with corresponding enterprise to data warehouse.
In one example, include: based on the upstream and downstream firms related information building Data Mart in supply chain network
Related information is obtained by crawler technology, third party's data access.
In one example, include: based on the upstream and downstream firms related information building Data Mart in supply chain network
Related information includes: industry and commerce, the administration of justice, people's row, telecommunications, anti-fraud information, financial information.
Specifically, enterprise's industry and commerce, department are obtained online by data acquiring modes such as crawler technology, third party's data access
Method, people's row, telecommunications, anti-fraud information, financial information etc. form worth of data by data mart modeling, are associated with corresponding enterprise,
Data supporting is done for enterprise dominant credit evaluation.
In one example, financing platform is built using Data Mart, supply chain network as data basis, and configures enterprise and searches
Index, which is held up, includes:
Enterprise search engine is integrated in financing platform.
Specifically, tool of the search engine as platform searching enterprise related information data, according to the supply chains system built
Network is finally accomplished to search by an enterprise with enterprise's related information undertaking of construction search engine, search condition flexibly configurable
All enterprises in rope to supply chain.
In one example, the upstream and downstream firms in supply chain network and the transaction of core enterprise are calculated by invoice data
Accounting assesses core enterprise's upstream and downstream firms financing needs
According to the time of the historical trading in collected invoice data, Description of Goods, amount information confirmation upstream and downstream enterprise
Industry and core enterprise's transaction accounting, and its financing needs is assessed according to enterprise's history financing situation, generation business circumstance.
Specifically, according to validation of information such as the time of the historical trading in collected invoice data, Description of Goods, the amount of money
Upstream and downstream firms and core enterprise trade accounting, and according to enterprise's history finance situation, generate the information evaluations such as business circumstance its
Financing needs.
In one example, it by the financing platform, is determined based on financing needs, the accrediting amount, liability rating model
Financing limit includes:
Corporate finance is done and is finally appraised and decided according to air control model, scoring credit model, liability rating model.And pass through enterprise
Mi-crocosmic forecast model, within the set range to business growth index, profit index, index of honouring an agreement evaluation and test KS value.
Specifically, enterprise's Mi-crocosmic forecast model refers to by establishing mathematical prediction model mathematical linguistics or formula description enterprise
Industry production, the inherent law managed is changed using it as the direct basis of calculating predicted value when prediction by machine learning algorithm
Into enterprise's Mi-crocosmic forecast model, and make business growth index, profit index, index of honouring an agreement evaluation and test KS value within the set range.KS
Risk separating capacity of the value for model is assessed, and KS index is bigger, then the risk separating capacity of model is stronger.Air control
Model, that is, big data risk control, by the industry and commerce, the administration of justice, people's row, telecommunications, anti-fraud information, wealth that acquire a large amount of borrowing enterprises
The indices such as information of being engaged in carry out risk control and indicating risk to borrowing enterprise with the method for big data building model.Scoring
The implementation method of credit model is the operation by the comprehensive making assessments of the performance of each enterprise of invoice data, supply chain network and enterprise's related information
Ability simultaneously develops enterprise's scoring card model, carries out scoring to business standing and grades according to score height, is sieved according to rank
Select credit Target Enterprise and the not enterprise of access.Liability grading, which refers to, measures the particular risk of Corporate finance itself
And evaluation, the liability after the promise breaking of reflection enterprise lose size, it is assumed that in the case that client has broken a contract, for every liability itself
The characteristics of predict liability possible loss rate.
Embodiment:
Fig. 1 shows the flow chart of the step of method for removing core Supply chain financing according to the present invention a kind of.
As shown in Figure 1, one kind according to the present invention goes core Supply chain financing method, comprising:
Step 1: being acquired by invoice data, supply chain modes purchase and sale side is obtained according to invoice ticket information and trade is believed
Breath, builds supply chain network；
Step 2: being acquired by big data, obtain enterprise's industry and commerce, the administration of justice, people's row, telecommunications, anti-fraud information, financial information
Deng building data warehouse；According to industry, enterprise's access model, Information Security and value, to data warehouse carry out data cleansing,
Analysis forms Data Mart；
Step 3: according to information such as industry, region, property, business scope, business revenue, debts, flexible configuration enterprise search draws
It holds up, can search for core enterprise and its N grades of upstream and downstream firms；
Step 4: calculating supply chain dependence accounting by big data model and binding core enterprise's upstream and downstream firms financing needs
It asks；
Step 5: being scored by air control model, scoring credit model to core enterprise's upstream and downstream firms main body and calculate enterprise
The accrediting amount；
Step 6: being graded according to Supply chain financing liability information and finally provide financing limit.
Step 1 in the above method, invoice ticket information include invoice codes, invoice number, date of making out an invoice, purchaser, pin
Side, check code, product name, quantity, unit price, the amount of tax to be paid, the tax rate, total value, remarks etc. are index, index field with Xiao Fang enterprise
For unified social credibility code, supply chain network is built.
Step 2, step 3 in the above method can obtain enterprise's work by modes such as crawler technology, third party's data access
Quotient, the administration of justice, people's row, telecommunications, anti-fraud information, financial information etc. form worth of data by data mart modeling, are associated with corresponding
Data supporting does for enterprise dominant credit evaluation in enterprise.
Step 4 in the above method is the supply chain network built according to step 1 and step 2 enterprise related information
Undertaking of construction search engine, search condition flexibly configurable, finally accomplishing can be by an enterprise search to all chain enterprises.
Step 5 in the above method, be according to invoice data collected in step 1, according to the time of historical trading,
The validation of information such as Description of Goods, amount of money upstream and downstream firms and core enterprise's transaction accounting, according to enterprise's history financing situation, generate
Its financing needs of the information evaluations such as business circumstance.
Step 6 in the above method is according to air control model, scoring credit model, liability rating model to Corporate finance
It does and finally appraises and decides.
Enterprise's Mi-crocosmic forecast model is improved using machine learning algorithm, to business growth index, profit index, index of honouring an agreement
KS value is evaluated and tested in 0.5-0.8.
Various embodiments of the present invention are described above, above description is exemplary, and non-exclusive, and
It is not limited to disclosed each embodiment.Without departing from the scope and spirit of illustrated each embodiment, for this skill
Many modifications and changes are obvious for the those of ordinary skill in art field.
Claims (10)
1. one kind goes core Supply chain financing method characterized by comprising
It is acquired by invoice data and obtains supply chain modes purchase and sale side and trade information, to build supply chain network；
Related information based on core enterprise's upstream and downstream firms in the supply chain network constructs Data Mart；
Financing platform is built using the Data Mart, supply chain network as data basis, and configures enterprise search engine；
The transaction accounting of the upstream and downstream firms and core enterprise in the supply chain network is calculated by the invoice data
Assess core enterprise's upstream and downstream firms financing needs；
Enterprise's accrediting amount is calculated by air control model, scoring credit model；
By the financing platform, financing limit is determined based on financing needs, the accrediting amount, liability rating model.
2. according to claim 1 go core Supply chain financing method, which is characterized in that described to be adopted by invoice data
Collection acquisition supply chain modes purchase and sale side and trade information build supply chain network and include:
The invoice data is invoice ticket information, and the invoice ticket information includes invoice codes, invoice number, makes out an invoice day
Phase, Acquiring enterprise, Xiao Fang enterprise, check code, product name, quantity, unit price, the amount of tax to be paid, the tax rate, total value, remarks.
3. according to claim 2 go core Supply chain financing method, which is characterized in that described to be adopted by invoice data
Collection obtains supply chain modes purchase and sale side and trade information builds supply chain network further include:
It is that index builds supply chain network with the Xiao Fang enterprise in the invoice ticket information.
4. according to claim 3 go core Supply chain financing method, which is characterized in that described to be adopted by invoice data
Collection obtains supply chain modes purchase and sale side and trade information builds supply chain network further include:
The index field of the index is the unified social credibility code of Xiao Fang enterprise.
5. according to claim 1 go core Supply chain financing method, which is characterized in that described to be based on the supply chain
Upstream and downstream firms related information in network constructs Data Mart
The related information for obtaining industrial chain upstream and downstream firms constructs data warehouse, according to industry, enterprise's access model, data safety
Property and value data cleansing is carried out to the data warehouse, analyzes and is associated with corresponding enterprise.
6. according to claim 5 go core Supply chain financing method, which is characterized in that described to be based on the supply chain
Upstream and downstream firms related information in network constructs Data Mart
The related information is obtained by crawler technology, third party's data access.
7. according to claim 5 go core Supply chain financing method, which is characterized in that described to be based on the supply chain
Upstream and downstream firms related information in network constructs Data Mart
The related information includes: industry and commerce, the administration of justice, people's row, telecommunications, anti-fraud information, financial information.
8. according to claim 1 go core Supply chain financing method, which is characterized in that with the Data Mart, confession
Answering chain network is that data basis builds financing platform, and configures enterprise search engine and include:
The enterprise search engine is integrated in the financing platform.
9. according to claim 1 go core Supply chain financing method, which is characterized in that described to pass through the invoice number
Core enterprise's upstream and downstream is assessed according to the transaction accounting of the upstream and downstream firms and core enterprise calculated in the supply chain network
Corporate finance demand includes:
According to the time of the historical trading in the collected invoice data, Description of Goods, amount information confirmation upstream and downstream enterprise
Industry and core enterprise's transaction accounting, and its financing needs is assessed according to enterprise's history financing situation, generation business circumstance.
10. according to claim 1 go core Supply chain financing method, which is characterized in that by the financing platform,
Determine that financing limit includes: based on financing needs, the accrediting amount, liability rating model
Corporate finance is done and is finally appraised and decided according to air control model, scoring credit model, liability rating model.And it is microcosmic by enterprise
Prediction model, within the set range to business growth index, profit index, index of honouring an agreement evaluation and test KS value.
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| CN111476660A (en) * | 2020-04-27 | 2020-07-31 | 大汉电子商务有限公司 | Intelligent wind control system and method based on data analysis |
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| CN112581253A (en) * | 2020-12-08 | 2021-03-30 | 爱信诺征信有限公司 | Method for determining credit limit and secure multiparty computing system |
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| CN112766981A (en) * | 2020-12-30 | 2021-05-07 | 国网英大国际控股集团有限公司 | Business circle tree construction method and system based on machine learning |
| CN116957631A (en) * | 2023-08-31 | 2023-10-27 | 深圳欧税通技术有限公司 | Tax invoice data intelligent identification method, system and medium |
| CN116957631B (en) * | 2023-08-31 | 2023-12-22 | 深圳欧税通技术有限公司 | Tax invoice data intelligent identification method, system and medium |
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