KR20200063295A - The abcd-type apparatus and method of block chain for management of research funds by using randomized mesh blockchain type verifier module and smart tcv type blockchain mediation module - Google Patents

Abstract

The present invention relates to a device for managing an ABCD type nation research and development business unification research funds formed of an artificial intelligence type randomized mesh (RM) block chain module (500) and a smart TCV type research funds management mediation module (400), and a method thereof. The device comprises a cloud computing module (100), a big data platform control module (200), a block chain member research funds demand module (300), a smart TCV type research funds management mediation module (400), and an artificial intelligence type RM block chain module (500).

Description

ABCD-type national R&D project consisting of artificial intelligence RM block chain module, smart TCV type research fund management intermediary module, cloud computing module, and big data platform control module Research method and method for managing research expenses {THE ABCD-TYPE APPARATUS AND METHOD OF BLOCK CHAIN FOR MANAGEMENT OF RESEARCH FUNDS BY USING RANDOMIZED MESH BLOCKCHAIN TYPE VERIFIER MODULE AND SMART TCV TYPE BLOCKCHAIN MEDIATION MODULE}

In the present invention, the national research fund management system is dualized into the Ezbaro national research fund management system of the Ministry of Science and ICT and the RCMS national research fund management system of the Ministry of Trade, Industry and Energy, and current systems prevent research cost management inefficiency and prevention of misuse. There are problems such as insufficient, to prevent research misconduct to improve it, transaction details/tax invoices that prove transaction details with research requests, research payment payments, and vendor transactions. Evidence of actual and electronic receipts generated and research expenses execution records can be recorded and stored in research expenses management data (distributed ledger) included in smart contracts, and included in smart contracts under a RM (Randomized Mesh) type blockchain verification (Verifier) atmosphere. The artificial intelligence type that can be integrated and managed through artificial intelligence, blockchain, cloud computing, and big data so that the research funds management data (distributed ledger) can be verified through multiple government agency servers and ethical committee-type verification clients. It is related to the ABCD type national R&D project unified research fund management device and method, which consists of RM blockchain module, smart TCV type research fund management mediation module, cloud computing module, and big data platform control module.

Currently, despite the efforts to standardize management of the RIZB, RCMS, etc., the national research fund management system does not comply with the deadline for purchasing device equipment (two months before the end), openly collaborate with the supplier, unauthorized transfer of research funds, false and redundant evidence, and cost basis As with separate plans, ceaseless audit points have been drawn.

In addition, as a problem with the operation of the institution, separate efforts are required to prove the transaction, the real receipt and e-receipt submission problem, and the process of calculating the research expenses are complicated, so it takes a long time from the application for the payment of the research fund to the execution of the research fund. Due to the presence of the department, there was a problem that the national treasury was lost due to the double administration.

In order to improve the problems of this research fund management system, a blockchain system using a PoW consensus algorithm has been proposed, but it must be in verification through verifiers in order to prove the transaction by finding the target value. There was a problem in that enormous funds were put in, and economic costs had to be paid in exchange for compensation, and certain costs were incurred during the verification process of the transaction, and malicious participants were free to participate.

Korean Patent Publication No. 10-2017-0123861

In order to solve the above problems, in the present invention, the scientific and technological information communication type Ezbaro (National Research Fund Management System) and the Ministry of Trade, Industry and Energy RCMS national research fund management system, the national research fund management system, artificial intelligence, blockchain, Through cloud computing and big data, it can be integrated and integrated into one, and based on the self-learning verification machine, it is verified whether the research fund management data included in the smart contract, transmitted from the smart TCV type research fund management mediation module, is legal. Through the smart TCV type research fund management mediation module, check whether the research cost demand module for the blockchain member who requested the smart contract for approval for research fund approval is the research cost demand module for the authenticated blockchain member, Risk can be blocked in advance through authentication, and through the smart TCV type research fund management intermediary module, if the research cost demand module is for an authorized blockchain member, the smart contract requested by the research cost demand module for the blockchain member is an artificial intelligence RM block. It can be controlled to send the verified smart contract to the research module demand module for blockchain members by verifying whether the smart contract that has been verified is from the artificial intelligence RM blockchain module by sending it to the chain module. Management of research expenses including details, research payments, transaction statements/tax invoices proving transactions with vendors, research payment card payment details when executing expenses, proof of actual and electronic receipts generated when payment of research expenses cards, and research execution details are included in the smart contract Records can be stored in data (distributed ledger), and research funds management data (distributed ledger) included in smart contracts under a RM (Randomized Mesh) type blockchain verification (Verifier) atmosphere. The purpose of this study is to provide a research fund management device and method for unifying the ABCD-type national R&D project consisting of an artificial intelligence RM blockchain module that can be verified through, a smart TCV type research fund management mediation module, a cloud computing module, and a big data platform control module. have.

In order to achieve the above object, the ABCD-type national R&D project unified research cost management device consisting of the artificial intelligence RM blockchain module, smart TCV type research fund management mediation module, cloud computing module, and big data platform control module according to the present invention is

It is connected to the government agency server, the research fund demand module for blockchain members, the smart TCV type research fund management intermediary module and the cloud network, and receives information data from the government agency server, the research fund demand module for blockchain members, and the smart TCV type research fund management brokerage module. Cloud computing module 100 to receive and deliver to the big data platform control module,

Connected to the cloud computing module and the cloud network, through the cloud computing module, it stores, processes, analyzes and analyzes information data of government agency servers, research fund demand modules for blockchain members, and smart TCV type research fund management intermediary modules. A big data platform control module 200 that controls to deliver one big data to an artificial intelligence RM (Randomized Mesh) blockchain module,

After requesting authentication to the smart TCV type research fund management intermediary module, the block that requests the smart contract for approval of research fund payment by sending the research fund management data (distributed ledger) included in the smart contract to the smart TCV type research fund management intermediary module after receiving the authentication completed signal Research cost demand module (300) for chain members,

After checking whether the research request module for the blockchain member who requested the smart contract for approval for research payment is the research request module for the authorized blockchain member, and if the research request module for the authorized blockchain member, the research request for the blockchain member is required Send the smart contract requested by the module to the artificial intelligence RM blockchain module, and verify whether the verified smart contract is from the artificial intelligence RM blockchain module, and when verification is complete, go to the research cost demand module for blockchain members A smart TCV type research fund management intermediary module 400 that controls to transmit the verified smart contract with the research payment agency and transmits the research payment result data to the cloud computing module,

It is connected to the big data platform control module, the smart TCV type research fund management intermediary module and the blockchain network, and a number of government agency servers and ethics committee type verification clients are made of a mesh structure, based on the self-learning verification machine, based on the smart TCV. As it is composed of an artificial intelligence RM (Randomized Mesh) blockchain module 500 that is responsible for block creation and connection between blocks while verifying whether the research fee management data included in the smart contract, which is transmitted from the type research fund management mediation module, is legal or not. Is achieved.

In addition, the method of unifying the research fund management for the ABCD-type national R&D project consisting of the artificial intelligence RM blockchain module, smart TCV type research fund management mediation module, cloud computing module, and big data platform control module according to the present invention is

In the cloud computing module, receiving information data from a government agency server, a research cost demand module for a blockchain member, and a smart TCV type research cost management intermediary module, and transmitting the information data to a big data platform control module (S100);

In the big data platform control module, through the cloud computing module, it stores, processes, analyzes and analyzes information data of government agency servers, research cost demand modules for blockchain members, and smart TCV type research cost management mediation modules, and then analyzes the big data. And controlling the transmission to the artificial intelligence RM (Randomized Mesh) blockchain module (S200),

Step of requesting authentication from the research fund demand module for blockchain members toward the smart TCV type research fund management mediation module (S300);

In the smart TCV type research fund management intermediary module, checking whether the research cost demand module for the blockchain member requesting the smart contract for approval for research fund approval is a research cost demand module for the authenticated blockchain member (S400),

Receives the authenticated signal from the smart TCV type research fund management intermediary module from the research fund demand module for blockchain members, and sends the research fund management data included in the smart contract to the smart TCV type research fund management intermediary module to request a smart contract for approval of research fund payment Step (S500),

If it is a research cost demand module for a blockchain member certified by the smart TCV type research cost management mediation module, sending the smart contract requested by the research cost demand module for the blockchain member to the artificial intelligence RM blockchain module (S600),

From the artificial intelligence RM (Randomized Mesh) blockchain module to multiple government agency servers and ethical committee-type verification clients, the smart TCV-type research fund management intermediary module, which is transmitted from the smart contract, contains research fund management data contained in the smart contract. Verifying the presence or absence (S700),

After verifying whether the smart contract that has been verified in the smart TCV type research fund management intermediary module is from the artificial intelligence RM blockchain module, when verification is completed, the smart contract that has been verified with the research fund payment agency toward the research cost demand module for blockchain members It is achieved by consisting of the step (S800) of transmitting, and controlling to transmit the research fee payment result data to the cloud computing module.

As described above, in the present invention

First, through the smart TCV type research fund management mediation module, check whether the research cost demand module for the blockchain member who requested the smart contract for approval of research fund approval is the research cost demand module for the authenticated blockchain member, and the risk to malicious participants Can be blocked in advance through authentication, which can improve security by more than 80%.

Second, through the smart TCV type research fund management mediation module, if it is a research cost demand module for an authorized blockchain member, the smart contract requested by the research cost demand module for the blockchain member is sent to the artificial intelligence RM blockchain module, and the verification is completed. By verifying whether the contract is from an artificial intelligence RM blockchain module, it can be controlled to send a verified smart contract to the research cost demand module for blockchain members, so the existing blockchain verification speed is 2 to 4 times faster. can do.

Third, the research request request, research payment payment, transaction statement/tax invoice that proves the transaction with the vendor, the research payment card payment details when executing the cost, the actual and electronic receipt evidence data generated when the research payment card is paid, and the research execution details to the smart contract. It is possible to record and store the included research fund management data (distributed ledger), and under the atmosphere of a RM (Randomized Mesh) type blockchain verification (Verifier), the research fund management data (distributed ledger) included in the smart contract can be used by multiple government agency servers and ethics It is difficult to falsify or falsify by verifying through a committee-type verification client, and data can not be arbitrarily modified by the administrator, which can improve transparency and reliability by 80% or more, and reduce transaction costs by 70% or less.

Fourth, when sharing information between the research cost demand module for blockchain members and the artificial intelligence RM (Randomized Mesh) blockchain module through the proxy re-encryption setting control unit, the information on transaction details is exposed using the proxy re-encryption method. By blocking, it can improve the airtightness by more than 80%.

Figure 1 shows the components of the ABCD-type national R&D project unified research fund management device 1 consisting of an artificial intelligence RM blockchain module, a smart TCV type research fund management mediation module, a cloud computing module, and a big data platform control module according to the present invention. The block diagram,
Figure 2 shows the components of the ABCD-type national R&D project unified research fund management device (1) consisting of an artificial intelligence RM blockchain module, a smart TCV type research fund management mediation module, a cloud computing module, and a big data platform control module according to the present invention. Diagram,
3 is an embodiment diagram showing that the cloud computing module according to the present invention is connected to a government agency server, a research cost demand module for a blockchain member, a smart TCV type research cost management mediation module, and a cloud network.
4 is a block diagram showing components of a cloud computing module according to the present invention;
5 is a block diagram showing the components of a cloud test unit according to the present invention;
6 is a block diagram showing the components of a big data platform control module according to the present invention;
7 is a block diagram showing the components of a big data analysis unit according to the present invention,
8 is an embodiment diagram showing that a research cost demand module for a blockchain member according to the present invention is composed of a smart phone among IoT devices;
9 is a block diagram showing components of a package application unit according to the present invention;
10 is a block diagram showing the components of a smart TCV type research fund management mediation module according to the present invention;
11 is a block diagram showing the components of a block chain interface forming unit according to the present invention;
12 is a block diagram showing the components of an artificial intelligence RM (Randomized Mesh) blockchain module according to the present invention;
13 is a block diagram showing the components of an artificial intelligence-type research fund management data detection control unit according to the present invention;
14 is a SVM (Support Vector Machine) type machine learning unit according to the present invention, expresses a target region among feature data transmitted from a TFM unit (Tensor Flow Machine) as a feature vector, and divides similar groups between different groups according to characteristics Also, an embodiment showing dividing and dividing by hitting
15 is a research fund according to the present invention, after generating a Merkle tree in the order of occurrence of a transaction by the fraud detection engine unit, finally making it a hash value to be created, the research cost included in all mart contracts included in the block An embodiment showing verifying forgery and forgery against management data (distributed ledger),
FIG. 16 receives information data from a government agency server, a research fund demand module for a blockchain member, and a smart TCV type research fund management intermediary module from the cloud computing module according to the present invention, and delivers it to a big data platform control module, and a big data platform control module In, through the cloud computing module, after storing, processing, and analyzing the information data of the government agency server, the research cost demand module for blockchain members, and the smart TCV type research cost management mediation module, the analyzed big data is artificial intelligence RM ( Randomized Mesh) One embodiment showing controlling to deliver to the blockchain module,
FIG. 17 is an exemplary view showing an authentication request from a research fund demand module for a blockchain member to a smart TCV type research fund management intermediary module according to the present invention;
Figure 18 is a smart TCV-type research fund management intermediary module according to the present invention showing that whether the research request module for the blockchain member requesting a smart contract for approval of the research fund approval is whether the research module for the authenticated blockchain member Example,
Fig. 19 shows the approval of the research expenses by sending the research expenses management data included in the smart contract to the smart TCV type research expenses management intermediary module after receiving the authenticated signal from the smart TCV type research expenses management intermediary module in the research expenses demand module for blockchain members according to the present invention. One embodiment showing requesting a smart contract for,
20 is a smart TCV-type research fund management intermediary module according to the present invention, if it is a research fund demand module for a blockchain member, sending a smart contract requested by the research fund demand module for a blockchain member to an artificial intelligence RM blockchain module Example,
FIG. 21 is a smart contract that is transmitted from a smart TCV type research fund management mediation module through a plurality of government agency servers and ethical committee type verification clients made of a mesh structure in the artificial intelligence RM (Randomized Mesh) blockchain module according to the present invention. An embodiment showing verifying whether or not the included research fund management data is legal,
22 is a smart TCV-type research fund management mediation module according to the present invention verifies whether the smart contract, which has been verified, is from an artificial intelligence RM blockchain module, and when verification is completed, the research fee is paid toward the research cost demand module for blockchain members An exemplary embodiment showing controlling the transmission so that the verified smart contract is transmitted together with the agency, and the result of the research payment is sent to the cloud computing module.
23 is a flow chart showing a method for managing a hybrid type research fund consisting of an artificial intelligence RM block chain module and a smart TCV type research fund management mediation module according to the present invention according to the present invention.

First, in the smart TCV type research fund management mediation module described in the present invention, the TCV type is an abbreviation of the English name of the applicant "Technology and Value", " T E C HNO V ALUE", the applicant original Among the developed hybrid-type national R&D project research cost management devices, check whether the research cost demand module for the blockchain member who requested the smart contract (= transaction) is the research cost demand module for the authenticated blockchain member, and then for the authenticated blockchain member If it is a research cost demand module, the smart contract requested by the research cost demand module for blockchain members is sent to the artificial intelligence RM blockchain module, and it is verified whether the verified smart contract is from the artificial intelligence RM blockchain module. Refers to a term that refers to a smart TCV type research fund management mediation module that can be controlled to transmit a verified smart contract to the research fund demand module for members.

In addition, in the ABCD- type national R&D project unified research fund management device and method, ABCD is an abbreviation of A I, B LOCK CHAIN, C LOUD COMPUTING BIG D ATA, and is advanced in artificial intelligence, blockchain, cloud computing, and big data. It means using ICT technologies.

In addition, the smart contract described in the present invention is a smart transaction, between the research cost demand module for blockchain members and the artificial intelligence RM (Randomized Mesh) blockchain module, or the blockchain network environment of the artificial intelligence RM (Randomized Mesh) blockchain module itself. The research fund management data performed between the government agency server and the ethics committee-type verification client within the company, which is the request for research funds, the research expenses payment history, the transaction statement/tax invoice that proves the transaction with the vendor, and the research fee card payment history when executing the cost In addition, it includes both physical and electronic receipt proof data generated during payment of the research fund card, information exchange based on research execution details, information sharing, and authentication requests.

In addition, the research cost demand module for the blockchain member and the research cost management data (distributed ledger) included in the smart contract of the artificial intelligence RM (Randomized Mesh) blockchain module are the same, and the research cost demand module for the blockchain member performs the current research activities. While the research expenses management data (distributed ledger) included in the smart contract generated while being recorded is stored in real time, it is transmitted equally to the artificial intelligence RM (Randomized Mesh) blockchain module.

In other words, the research fund management module (distributed ledger) included in the smart contract of the artificial intelligence RM (Randomized Mesh) blockchain module and the research fund demand module for blockchain members are configured to have the same database structure.

Hereinafter, a preferred embodiment according to the present invention will be described with reference to the accompanying drawings.

Figure 1 shows the components of the ABCD-type national R&D project unified research fund management device 1 consisting of an artificial intelligence RM blockchain module, a smart TCV type research fund management mediation module, a cloud computing module, and a big data platform control module according to the present invention. Figure 2 is related to the block diagram, Figure 2 is an artificial intelligence RM block chain module according to the present invention, smart TCV type research fund management intermediary module, cloud computing module, big data platform control module ABCD type national research and development project unified research fund management It is related to the configuration diagram showing the components of the device 1, which is a cloud computing module 100, a big data platform control module 200, a research cost demand module 300 for a blockchain member, and a smart TCV type research cost management brokerage It consists of a module 400 and an artificial intelligence RM (Randomized Mesh) blockchain module 500.

First, the cloud computing module 100 according to the present invention will be described.

3, the cloud computing module 100 is connected to a government agency server, a research fund demand module for a blockchain member, a smart TCV type research fund management intermediary module, and a cloud network, for a government agency server, and a blockchain member. It serves to receive information data from the research fund demand module and smart TCV type research fund management intermediary module and deliver it to the big data platform control module.

Here, the information data is the national research information data on the national R&D project of the government agency server, the national R&D contract data between the government agency and the research fund demand module for blockchain members, and the national policy performance performed by the research cost demand module for blockchain members. Information data, the result of research payment approval completed in the smart TCV type research fund management mediation module.

As shown in FIG. 4, it is composed of a cloud test unit 110 and a cloud data control unit 120.

First, the cloud test unit 110 according to the present invention will be described.

The cloud test unit 110 performs a direct verification of the research cost demand module for government agency servers and blockchain members by performing error and certificate verification for the research cost demand module for government agency servers and blockchain members.

This is composed of an error detection module 111 and a security module 112, as shown in FIG.

The error detection module 111 serves to detect an error for the research cost demand module for government agency servers and blockchain members, and to transmit the error to the security module if no error is found.

The security module 112 determines whether the research cost demand module for government agency servers and blockchain members whose error detection has been completed through the error detection module is a normal government agency server through a certificate check, or whether it is a research cost demand module for normal blockchain members. It serves to verify.

Second, the cloud data control unit 120 according to the present invention will be described.

The cloud data control unit 120 applies cloud computing technology to provide a cloud service toward the research cost demand module for government agency servers and blockchain members, and receives national research information data on national research and development projects from government agency servers. It plays a role of transferring to the big data platform control module or receiving the national R&D contract data and national performance information data from the research cost demand module for blockchain members.

Second, the big data platform control module 200 according to the present invention will be described.

The big data platform control module 200 is connected to a cloud computing module and a cloud network, and stores information data of a government agency server, a research cost demand module for a blockchain member, and a smart TCV type research cost management mediation module through a cloud computing module. After processing, processing, and analyzing, it plays a role of controlling to transmit the analyzed big data to the artificial intelligence RM (Randomized Mesh) blockchain module.

Here, big data refers to data of a size that exceeds the limits of data collection, management, and processing software.

The characteristics of big data are that the size and size are constantly changing, which means the volume of data, the velocity of data creation, and the variety of forms.

The big data platform control module 200 is composed of a big data storage unit 210, a big data processing unit 220, a big data analysis unit 230, and a big data transmission unit 240, as shown in FIG. do.

The big data storage unit 210 serves to store information data transmitted from a government agency server, a research cost demand module for blockchain members, and a smart TCV type research cost management mediation module.

It consists of NoSQL, memory and search engine.

The big data processing unit 220 serves to purify large-capacity information data stored in the big data storage unit in a form that can be analyzed by the big data processing unit.

It consists of a batch processing unit and a real-time processing unit.

The big data analysis unit 230 receives a large amount of information data purified by the big data processing unit

It serves to analyze data according to the purpose of use of the artificial intelligence RM (Randomized Mesh) blockchain module.

As shown in FIG. 7, it is composed of a statistical analysis unit 231, a data mining unit 232, a text extraction unit 233, and a visualization processing unit 234.

The statistical analysis unit 231 serves to select, estimate, or predict one or more of correlation analysis, regression analysis, and principal analysis based on probability for numerical data among large-capacity information data.

The data mining unit 232 serves to extract correlation information and useful information between hidden data by using pattern recognition and artificial intelligence techniques from a large amount of information data.

The text mining unit 233 serves to perform text processing including all of information retrieval, extraction, systemization, and analysis to discover new information from text-based data.

The visualization processing unit 234 serves to visualize the analysis results of the data.

The big data transmission unit 240 serves to transmit the big data analyzed through the big data analysis unit to an artificial intelligence RM (Randomized Mesh) blockchain module.

Next, a description will be given of a research cost demand module 300 for a blockchain member according to the present invention.

The research fund demand module 300 for the blockchain member requests authentication to the smart TCV type research fund management intermediary module, receives the authentication completed signal, and receives the research cost management data (distributed ledger) included in the smart contract toward the smart TCV type research fund management intermediary module. Send it to request a smart contract for approval for payment of research expenses.

This will perform a smart contract that has been agreed upon by the artificial intelligence RM blockchain module.

That is, only the device that has been authenticated by the smart TCV type research fund management mediation module has the authority to participate.

The research member demand module 300 for the blockchain member is selected from IoT devices (smartphone, smart pad, smart TV), low power devices, and small storage devices, and is configured to fulfill only commands. .

The research cost demand module 300 for the blockchain member is made of a smart phone among IoT devices, as shown in FIG. 8.

In addition, either a PC or a smart pad may be selected and configured.

The research fee demand module 300 for the blockchain member is configured to include a package application unit 310.

The package application unit 310 is formed in the form of an app or web, and serves as a component and application programming interface (API) used for installation, maintenance, and removal of blockchain software.

This facilitates the principle of least privilege by performing software installation through a proxy for unauthorized users.

The installer service provides better distribution and provides a standard format for component management.

In addition, it is possible to disseminate application programs and functions according to the operating system.

Components can include program files, folders, COM components, registry keys, and shortcuts.

The same component can be shared between multiple functions of the same package or multiple packages (ideally using merge modules).

As shown in FIG. 9, the package application unit 310 includes an msi installer unit 311, an installation database unit 312, a data stream unit 313, and a smart contract transmission unit 314. .

The msi installer tool 311 serves as an installer consisting of an internal source file, an external source file, or a cabinet file required for installation.

The installation database unit 312 is composed of an application program that requires a specific component, and files constituting each component, and serves to track the location of each file installed on the system and the location of the original component.

The data stream unit 313 serves to store and manage the summary information of the installed msi installer, installation database unit.

The smart contract transmitting unit 314 serves to transmit research fund management data (distributed ledger) included in the smart contract toward the smart TCV type research fund management mediation module.

It creates a JSON (Java Script Object Notation) object and transmits the research fund management data (distributed ledger) included in the smart contract, and the JSON object consists of a research payment payment information object, a research payment execution information object, and a real and electronic receipt object.

The research expenses payment information object and the research expenses execution information object are generated and transmitted by each institution, and the real and electronic receipt objects are transmitted from the research request module for blockchain members created and stored by the receipt issuing institution.

The research cost demand module 300 for the blockchain member is the same as the research cost management data (distributed ledger) included in the smart contract transmitted from the artificial intelligence RM (Randomized Mesh) blockchain module, and also, the research cost demand module for the blockchain member The research request request, research payment payment, transaction statement/tax invoice that proves the transaction with the vendor, the research and payment card payment history when executing expenses, and actual and electronic receipt evidence when paying for the research fund, Records the execution of research expenses in real time in the research expenses management data (distributed ledger) included in the smart contract.

Next, the smart TCV type research fund management mediation module 400 according to the present invention will be described.

The smart TCV type research fund management intermediary module 400 checks whether the research cost demand module for the blockchain member requesting the smart contract for approval for research fund approval is the research cost demand module for the authenticated blockchain member, and then the authenticated blockchain member If it is a research cost demand module, the smart contract requested by the research cost demand module for the blockchain member is sent to the artificial intelligence RM blockchain module, and the verification is verified by verifying whether the verified smart contract is from the artificial intelligence RM blockchain module. When completed, it transfers the verified smart contract along with the research fund payment agency to the research fund demand module for blockchain members, and controls to transmit the research fund payment result data to the cloud computing module.

10, the initialization management unit 410, the user management unit 420, the key management unit 430, the platform monitoring unit 440, the block chain interface forming unit 450, the research non-payment agency control unit 460 , Research grant payment result data transmission unit (470).

First, the initialization management unit 410 according to the present invention will be described.

The initialization management unit 410 serves to execute components in the blockchain platform for hybrid research fund management, network access, and program version management.

Second, the user management unit 420 according to the present invention will be described.

The user management unit 420 serves to manage a research cost demand module for blockchain members who want to participate in the blockchain, a government agency server using the blockchain, and an ethics committee type verification client.

Third, the key management unit 430 according to the present invention will be described.

The key management unit 430 serves to perform public key, private key, address generation and management.

Fourth, the platform monitoring unit 440 according to the present invention will be described.

The platform monitoring unit 440 serves to monitor the status and transaction records of the hybrid research fund management blockchain platform.

Fifth, the blockchain interface forming unit 450 according to the present invention will be described.

The blockchain interface forming unit 450 is located between the research cost demand module for the blockchain member and the artificial intelligence RM (Randomized Mesh) blockchain module, and the research cost management for processing research cost management data (distributed ledger) included in the smart contract. It plays a role in forming the connection environment for the business processing program as an interface.

This is provided through various methods such as socket communication and JAVA RMI (Remote Method Invocation).

The blockchain interface forming unit 250 processes the transaction requested by the research cost demand module for each blockchain member and returns the result, and when an event occurs on the platform, the artificial intelligence RM (Randomized Mesh) blockchain module It is supported in two types of calling push method, and is provided by API (Application Programming Interface).

11, the institution information inquiry API unit 451, other institution information inquiry API unit 452, the authority addition request API unit 453, the authority deletion request API unit 454, and the blockchain synchronization API Department (455), Research and Payment API API (456), Research and Enforcement Query API (457), Real and Electronic Receipt Information Query API (458), Blockchain Member's Research Request Module Authentication Request API (459), It consists of a smart contract transmission API unit 459a and a verified smart contract transmission API unit 459b.

The institution information inquiry API unit 451 serves to inquire information of the corresponding institution registered in the network leader unit.

The other institution information inquiry API unit 452 serves to inquire other participating institution information in the blockchain network.

The permission addition request API unit 453 serves to request a new authority in front of the network leader unit.

The permission deletion request API unit 454 serves to request deletion of the new authority in front of the network leader unit.

The blockchain synchronization API unit 455 serves to synchronize the blockchain with the network leader unit or other participating organizations.

The research fund payment inquiry API unit 456 serves to inquire the research report payment history among research fund management data (distributed ledger) included in the smart contract.

The research fund execution inquiry API unit 457 serves to inquire the research expenses execution history among the research fund management data (distributed ledger) included in the smart contract.

The real-e-receipt information inquiry API unit 458 serves to inquire real-e-receipt information.

The API request unit for requesting the authentication of the research fund demand module for the blockchain member 459 is RM (Randomized Mesh) whether the research fund demand module for the blockchain member requesting the smart contract for approval of the research fund is the research module for the authenticated blockchain member. It serves to request authentication on the type of blockchain verification (Verifier).

It is configured to check whether the research request module for the blockchain member who requested the smart contract regarding approval for research grant is the research request module for the authorized blockchain member.

If a malicious user manipulates the smart contract history and delivers it to the research fund demand module for blockchain members, the wrong command may be executed.

Therefore, to prevent this, the smart TCV type research fund management mediation module determines whether the research fund demand module for the blockchain member is authenticated and executes the smart contract.

In addition, it is determined whether it is a research cost demand module for an authenticated blockchain member.

This allows smart contracts to be performed correctly by blocking malicious manipulation.

The smart contract transmission API unit 459a serves to transmit the smart contract requested by the research cost demand module for an authenticated blockchain member to the artificial intelligence RM (Randomized Mesh) blockchain module.

The verification completed smart contract transmission API unit 459b serves to transmit the verified smart contract toward the research cost demand module for the blockchain member.

It is configured to verify whether the smart contract has been verified by blockchain validators.

It prevents smart contracts that have not been verified by malicious users from being delivered directly to the operating device.

For example, if the research fund demand module A for the blockchain member requests a smart contract for approval of the research fund payment, the smart TCV type research fund management mediation module generates a random number and then gives this value to the research fund demand module A for the blockchain member .

At this time, the research fund demand module A for the blockchain member calculates a universally unique identifier (UUID) and a random number.

Subsequently, if the research fund demand module A for the blockchain member sends the calculated value back to the smart TCV type research fund management mediation module, the smart TCV type research fund management mediation module also executes the same calculation and matches the calculated value with the user. It is approved whether it is a research fund demand module for authenticated blockchain members, and if the same value does not exist in the result, authentication is not permitted.

The smart TCV type research fund management mediation module 400 according to the present invention operates on the basis of a private blockchain, and includes a list including, in advance, which blockchain member research fund demand modules participate.

That is, when the research fund demand module A for the blockchain member attempts to request a smart contract for approval of the research fund payment, an authentication request is sent to the smart TCV type research fund management intermediary module.

The smart TCV type research fund management mediation module generates a random number of x and sends it to the research fund demand module A for blockchain members.

The research fund demand module for blockchain members uses random numbers to calculate the value of random number x in the UUID value previously promised.

The calculated result value is transferred to the smart TCV type research fund management mediation module, and the smart TCV type research fund management mediation module also performs the same calculation on the list of UUIDs stored in the system with the same random number x value.

If the value is the same, authentication succeeds. If the value is not the same, it is rejected.

If the authorization is granted, the research fund demand module A for blockchain members will be able to request a smart contract for approval of the research fund payment to the blockchain.

In this way, the overhead of the blockchain can be reduced by placing the smart TCV-type research fund management intermediary module and the blockchain separately, and the UUID is squared in the random number to calculate it and deliver it as an unsolvable number within the polynomial time. Even if the value is intercepted in the middle, it is possible to perform a secure authentication operation.

Sixth, the research non-payment agency control unit 460 according to the present invention will be described.

The research and payment agency control unit 460 serves to transmit the verified smart contract along with the research and payment agency to the research cost demand module for blockchain members.

Seventh, the research grant payment result data transmission unit 470 according to the present invention will be described.

The research non-payment result data transmitting unit 470 serves to transmit the research non-payment result data to the cloud computing module.

Next, the artificial intelligence RM (Randomized Mesh) blockchain module 500 according to the present invention will be described.

The artificial intelligence RM (Randomized Mesh) blockchain module 500 is connected to a big data platform control module, a smart TCV type research fund management intermediary module and a blockchain network, and a number of government agency servers and ethics committee type verification clients mesh Based on the self-learning verification machine, it is responsible for block creation and block-to-block connectivity while verifying whether the research fee management data included in the smart contract is legal, based on the self-learning verification machine. Do it.

This is, for example, Linux 2.6_64bit operating system, language (Language) is made of Go language, JSON, XML, open source is made of Hyperledger (Hyperledger) Fabric (Fabric), tool (Tool) is Docker Machine (Docker machine), Eclipse Gee (Eclipse Jee Neon), Gnuplot (Gnuplot) 5.2 is selected and made, and the API consists of Rest API (Postman).

Since the artificial intelligence RM (Randomized Mesh) blockchain module is based on a blockchain, only authorized government agency servers and ethical committee type verification clients can participate.

Authorized government agency servers and ethics committee-type verification clients each request work based on a database.

In addition, it plays a role in verifying whether the transaction history is correctly written based on each database.

It uses two BFT consensus algorithms to ensure secure transactions through two consensus processes.

It is also an algorithm that contributes to the overall security by applying confidentiality and authentication methods.

The ethics committee-type verification client is established in the case of the Korea Research Foundation, and if each ethics committee composed of experts with experience in science research and industry-academia technology transfer is given, the research signal management and research mission are given. Refers to a client who supports the management of research expenses and research ethics according to the situation.

The artificial intelligence RM (Randomized Mesh) blockchain module 500, as shown in Figure 12, the big data receiving unit 510, the network leader unit 520, the block management unit 530, the block agreement, agreement management unit 540 ), a block storage unit 550, and an artificial intelligence research fund management data detection control unit 560.

First, the big data receiving unit 510 according to the present invention will be described.

The big data receiving unit 510 is connected to the big data platform control module and a cloud network, receives big data analyzed by the big data platform control module, and serves to deliver the artificial intelligence-type research fund management data detection control unit.

Second, the network reader unit 520 according to the present invention will be described.

The network leader unit 520 connects to the blockchain network, and receives and receives or approves or disapproves research expenses management data (distributed ledger) included in the smart contract.

In particular, personal information must be encrypted with a key stored outside, and the network leader serves as a key management system.

The network leader must periodically change the key for personal information, and the re-encryption operation accordingly is automatically performed at a time that does not affect the transaction.

If there are too many transactions to be re-encrypted, it may take a long time, so the network leader must change the key at the appropriate time.

The network leader unit makes transaction information into blocks for the completed smart contract, connects them to existing blocks, and transmits them to each institution in the network, and all network institutions receive this block and synchronize the blockchain ledger. Since each institution in the network is an authority that has been authorized by the approval of the network leader unit, the validity of the transaction is sufficient only by the network leader unit, and thus is configured to enable fast processing.

Third, the block management unit 530 according to the present invention will be described.

The block management unit 530 manages to create, query, change, and delete block information of the blockchain.

Here, the block of the blockchain consists of a header that contains the entire contents and a body that expresses the data that the block wants to contain.

In the header, the block number, the hash generation method of the previous block, the hash value of the previous block, the creation time of the block, the mercut of the transaction history, the hash value generation method for the entire current block, the hash value for the entire current block, The block contains the notification address when an error occurs, and the data summary and block creation time (Timestamp) of the block can be set according to the user's request.

In the body, the actual data itself that the block wants to contain is included as a transaction.

The generated block has the purpose of sharing the information contained in the block with other users or the integrity of the information.

The block information includes basic information and status information (change of information, cancellation of publication) related to research fund management data (distributed ledger) included in the smart contract.

Fourth, the block agreement/agreement management unit 540 according to the present invention will be described.

The block agreement/agreement management unit 540 is responsible for verifying transaction details, creating and verifying blocks of the blockchain, and managing the connection between blocks.

At this time, the generated block propagates to the blockchain network through a P2P network to secure integrity.

Fifth, the block storage unit 550 according to the present invention will be described.

The block storage unit 550 serves to store a distributed ledger, which is research fund management data included in a smart contract, on one side of a specific space of a block, as shown in FIG.

Here, the distributed ledger is a consensus technology for blockchain-based replication, sharing, or synchronized digital data, and consists of research fund management data included in a smart contract.

In addition, the research fund management data includes the research request request, research payment payment, transaction statement/tax invoice that proves the transaction with the vendor, research payment card payment details when executing expenses, proof of actual and electronic receipts generated when payment of research funds card, and research execution details It is composed of.

That is, upon execution of the blockchain-based research fund management system platform and completion of network participation approval, a distributed ledger is created and synchronized with the distributed leader of the network leader, government agency server, and ethics committee type verification client in the blockchain network.

Eventually, the network leader, government agency server, and ethical committee-type verification client in the blockchain network will have the same distributed ledger.

In addition, the distributed ledger is a ledger for storing current information about each institution's research funds, and is generated when an institution generates an address after creating a wallet to participate in the blockchain.

It stores current information (issued information, usage information, status information) about research expenses of each institution received at the corresponding address.

Sixth, the artificial intelligence-type research fund management data detection control unit 560 according to the present invention will be described.

The artificial intelligence-type research fund management data detection and control unit 560 is self-learning through machine learning and a RNN (Recurrent Neural Network) neural network structure, and then transmitted from a smart TCV type research fund management mediation module based on a self-learning verification machine. Among research funds management data included in smart contracts, it serves to detect and control research fraud.

13, a TFM unit (Tensor Flow Machine) 561, a support vector machine (SVM) type machine learning unit 562, a RNN (Recurrent Neural Network) unit 563, a research fund fraud detection engine It consists of a section 564.

The TFM unit (Tensor Flow Machine) 561 receives the big data analyzed by the big data platform control module from the big data receiving unit and delivers it to the SVM (Support Vector Machine) type machine learning unit or RNN (Recurrent Neural Network) unit. Plays a role.

It is designed as the core of the data sheet that contains the data of the learning algorithm among the machine vectors and the input and output API of the data.

The TFM unit (Tensor Flow Machine) generates and stores index information based on a Mata data tag (TFR) by creating a TFR (Tensor Flow Record) file for easy use of learning data, and a 3-month period for initial training. It is configured to use data.

After defining the calculation graph, if real big data is flowed to the application of the initial session, actual learning proceeds, and Tensor flow of machine running operates.

The SVM (Support Vector Machine) type machine learning unit 562 expresses the target region among the big data transmitted from the TFM unit (Tensor Flow Machine) as a feature vector, and divides and divides similar groups between different groups according to characteristics. After doing so, it plays a role of self-learning whether or not the current data area is the data area where research expenses cheating is located.

Here, the data area in which the research fund fraud is located is the data area for the conduct of research falsification due to forgery and alteration plagiarism, the unfair thesis author's indication, the data area for the publication misconduct by the duplicate publication division, record incompleteness, storage failure, Data area for improper handling of data related to the destruction of important data, errors due to carelessness, and non-disclosure of data, violation of ethics in life research, data area for cheating on research topics due to poor or risky experimental planning, and funding of research expenses Abuse of status as a reviewer of papers, data areas related to research management misconduct based on false information, inappropriate conduct, poor student guidance, research conduct of others, involvement in cheating, personal assistance, misconduct based on co-author of forged papers It includes all data areas for.

The SVM (Support Vector Machine) type machine learning unit 562 can cope well with almost all learning problems such as classification, numerical values, and prediction. In particular, pattern recognition is a key to a successful algorithm.

That is, the partitions that classify groups with similar characteristics are called hyperplanes, and those separated into lines in 2D space or separated in planes in 3D space are classified as linearly separable.

As shown in FIG. 14, it becomes a line in 2D and becomes a plane in 3D.

The hyperplane algorithm uses characteristics and methods similar to the projection motion of the Homography plane.

The two-dimensional schematic of the hyperplane is divided into two groups by dividing two characteristics into one line segment.

The RNN (Recurrent Neural Network) unit 563 serves to deep-learn the features of time-series data transmitted from the TFM unit (Tensor Flow Machine), the big data, which is shown in the course of time, regarding the research misconduct.

Here, the features related to the misconduct of research funds) include forgery and forgery, unfair publication of papers, divisional publication of duplicate publications, lack of records, storage failure, destruction of important data, errors due to carelessness, confidentiality of data, violation of ethics in life research, and poor or Misconduct on the research subject according to a risky experiment plan, appropriation of research expenses, abuse of status as a paper reviewer, misconduct of research management based on false information, inappropriate conduct, poor student guidance, research conduct by others, involvement in misconduct, assistance, Includes all fraudulent personal research grants by co-authors of forged papers.

The time series data refers to data groups that change over time.

The research fraud detection engine unit 564 is based on self-learning data self-learned through a support vector machine (SVM) type machine learning unit and a recurrent neural network (RNN) unit, and transmitted from a smart TCV type research fund management mediation module. In addition, it plays a role of detecting and controlling misconduct of research expenses among research expenses management data currently included in smart contracts.

This serves to electronically sign and spread it to the blockchain network when there is no research misconduct.

The research fraud detection engine unit 564 generates a merkle tree in the research expense management data (distributed ledger) included in all smart contracts to prevent the forgery and forgery of the smart contract, and then stores the merkle value in the block header. do.

After creating a Merkle tree in the order of occurrence of each transaction, Merkle Root becomes a hash value that is finally created, and forgery and forgery over research expenses management data (distributed ledger) included in all mart contracts included in the block. Can be easily verified.

15, the tree is connected to the previous pair of hash values when the number of transactions is odd.

This is to prevent the forgery and forgery of the block by randomly generating the last transaction.

The government server and the ethics committee-type verification client quickly verify the block propagated by the network leader using the hash value of the previous block and the merlut of the current block, and connect it to the blockchain they have if there is no abnormality.

That is, if there is an error in the propagated block, the address in the block header and the details are forwarded to the network leader.

In the case of an error in the block header, the notification address is mostly the address value of the network leader, but it exists in case another network acts as the network leader when a network leader fails.

As such, an artificial consisting of a TFM unit (Tensor Flow Machine) 561, a support vector machine (SVM) type machine learning unit 562, a RNN (Recurrent Neural Network) unit 563, and a research fund fraud detection engine unit 564 Intelligent RM (Randomized Mesh) Blockchain Module 500 blocks the access to non-authorized blockchain member research cost demand modules to the blockchain network and transmits the platform and service status, including monitoring information, to stakeholders including the network leader. do.

In addition, in the case of a distributed ledger, information must be encrypted so that information cannot be extracted arbitrarily, and indexing is periodically performed for a fast search speed.

The artificial intelligence RM (Randomized Mesh) blockchain module automatically deletes information that has passed the storage period because the research period management data (distributed ledger) included in the smart contract is fixed.

In other words, each block stores merkle roots that quickly verify the validity of each block, and blocks that have been past the storage period (5 years) of the research expenses management data (distributed ledger) included in the mart contract are saved only by deleting the merkle tree. Secure space.

At this time, the Mercute that contains the signature value for the transaction details must be kept separately to ensure the integrity of the blockchain.

Hereinafter, a detailed operation process of a research and development method for a unified national R&D project consisting of an artificial intelligence RM blockchain module, a smart TCV type research fund management mediation module, a cloud computing module, and a big data platform control module according to the present invention will be described.

23 is a flow chart showing a method for managing a hybrid type research fund consisting of an artificial intelligence RM blockchain module and a smart TCV type research fund management mediation module according to the present invention according to the present invention.

First, as shown in FIG. 16, the cloud computing module receives information data from a government agency server, a research fund demand module for a blockchain member, and a smart TCV type research fund management intermediary module and transmits it to a big data platform control module (S100). .

Next, as shown in FIG. 16, in the big data platform control module, through the cloud computing module, the government agency server, blockchain member research cost demand module, smart TCV type research cost management intermediary module stores information data, After processing, and analyzing, it controls to transmit the analyzed big data to the artificial intelligence RM (Randomized Mesh) blockchain module (S200).

Next, as shown in FIG. 17, authentication is requested from the research cost demand module for the blockchain member toward the smart TCV type research cost management mediation module (S300).

Next, as shown in FIG. 18, the smart TCV type research fund management intermediary module checks whether the research fund demand module for the blockchain member who requested the smart contract for approval of the research fund is the research module for the authenticated blockchain member. (S400).

For example, if the research fund demand module A for the blockchain member requests a smart contract for approval of the research fund payment, the smart TCV type research fund management mediation module generates a random number and then gives this value to the research fund demand module A for the blockchain member .

At this time, the research fund demand module A for the blockchain member calculates UUID and random number.

Subsequently, if the research fund demand module A for the blockchain member sends the calculated value back to the smart TCV type research fund management mediation module, the smart TCV type research fund management mediation module also performs the same calculation to match the calculated value with the user. It is approved whether it is a research fund demand module for authenticated blockchain members, and if the same value does not exist in the result, authentication is not permitted.

Next, as shown in FIG. 19, the received payment signal from the smart TCV type research fund management intermediary module is received from the research cost demand module for blockchain members, and the research cost management data included in the smart contract is toward the smart TCV type research cost management intermediary module. Send it to request a smart contract for approval for payment of research expenses (S500).

Next, as shown in FIG. 20, if the research cost demand module for a blockchain member certified by the smart TCV type research cost management mediation module, the smart contract requested by the research cost demand module for the blockchain member is sent to the artificial intelligence RM blockchain module. (S600).

Next, as shown in FIG. 21, through a plurality of government agency servers and ethical committee-type verification clients made of a mesh structure in an artificial intelligence RM (Randomized Mesh) blockchain module, the smart TCV-type research fund management intermediary module is transmitted. , It is verified whether the research expenses management data included in the smart contract is legal (S700).

Lastly, as shown in FIG. 22, if the smart contract, which has been verified in the smart TCV type research fund management mediation module, is from the artificial intelligence RM blockchain module, and verification is completed, the research cost for blockchain members is required. It is controlled to transmit the verified smart contract with the research and payment agency toward the module, and to transmit the research and payment results data to the cloud computing module (S800).

Here, the verified smart contract refers to a smart contract that has been approved for approval of research expenses.

1: Hybrid type R&D project research fund management device
100: cloud computing module
200: Big data platform control module
300: Research fund demand module for blockchain members
400: Smart TCV type research fund management mediation module
500: Artificial Intelligence RM (Randomized Mesh) Blockchain Module

Claims (7)

It is connected to the government agency server, the research fund demand module for blockchain members, the smart TCV type research fund management intermediary module and the cloud network, and receives information data from the government agency server, the research fund demand module for blockchain members, and the smart TCV type research fund management brokerage module. Cloud computing module 100 to receive and deliver to the big data platform control module,
Connected to the cloud computing module and the cloud network, through the cloud computing module, it stores, processes, analyzes and analyzes information data of government agency servers, research fund demand modules for blockchain members, and smart TCV type research fund management intermediary modules. A big data platform control module 200 that controls to deliver one big data to an artificial intelligence RM (Randomized Mesh) blockchain module,
After requesting authentication to the smart TCV type research fund management intermediary module, the block that requests the smart contract for approval of research fund payment by sending the research fund management data (distributed ledger) included in the smart contract to the smart TCV type research fund management intermediary module after receiving the authentication completed signal Research cost demand module (300) for chain members,
After checking whether the research request module for the blockchain member who requested the smart contract for approval for research payment is the research request module for the authorized blockchain member, and if the research request module for the authorized blockchain member, the research request for the blockchain member is required Send the smart contract requested by the module to the artificial intelligence RM blockchain module, and verify whether the verified smart contract is from the artificial intelligence RM blockchain module, and when verification is complete, go to the research cost demand module for blockchain members A smart TCV type research fund management intermediary module 400 that controls to transmit the verified smart contract with the research payment agency and transmits the research payment result data to the cloud computing module,
It is connected to the big data platform control module, the smart TCV type research fund management intermediary module and the blockchain network, and a number of government agency servers and ethics committee type verification clients are made of a mesh structure. It consists of an artificial intelligence RM (Randomized Mesh) blockchain module 500 that is responsible for block creation and connection between blocks, while verifying whether the research fee management data included in the smart contract, which is transmitted from the type R&D management mediation module, is legal. The ABCD-type national R&D project unified research fund management device consisting of an artificial intelligence RM blockchain module, a smart TCV type research fund management mediation module, a cloud computing module, and a big data platform control module.
The method of claim 1, wherein the cloud computing module 100 is
A cloud test unit 410 for performing direct verification of the research cost demand module for government agency servers and blockchain members by performing error and certificate verification, and
By applying cloud computing technology, we provide cloud services toward the research cost demand module for government agency servers and blockchain members, receive national research information data on national research and development projects from government agency servers, and deliver them to the big data platform control module Or, it consists of a cloud data control unit 420 that receives national R&D contract data and national performance information data from the research cost demand module for blockchain members and delivers it to the big data platform control module. ABCD-type national R&D project unified research fund management device consisting of module, smart TCV type research fund management mediation module, cloud computing module, and big data platform control module.
The method of claim 1, wherein the research member demand module 300 for the blockchain member
It is composed of an application (App) or a web (Web), and includes a component used for the installation, maintenance, and removal of blockchain software, and a package application unit 310 that functions as an application programming interface (API). The ABCD-type national R&D project unified research fund management device consisting of an artificial intelligence RM blockchain module, a smart TCV type research fund management mediation module, a cloud computing module, and a big data platform control module.
The method of claim 3, wherein the package application unit 310 is
An msi installer tool 311 that includes an internal source file, an external source file, or a cabinet file required for installation to perform an installer role,
The installation database unit 312, which consists of an application that requires a specific component, and files that constitute each component, and serves to track the location of each file installed on the system and the location of the original component,
Data stream unit (313) for storing and managing the summary information of the installed msi installer, installation database unit, and
Artificial intelligence RM blockchain module, smart TCV type research fund management intermediary, characterized by consisting of a smart contract transmission unit (314) that transmits research fund management data (distributed ledger) included in the smart contract toward the smart TCV type research fund management intermediary module ABCD type national R&D project unified research cost management device consisting of module, cloud computing module, and big data platform control module.
The method of claim 1, wherein the smart TCV type research fund management mediation module 400 is
Initialization management unit 410 for executing components in the blockchain platform for hybrid research fund management, network access, and managing program versions;
A user management unit 420 that manages a research cost demand module for blockchain members who wants to participate in the blockchain, a government agency server that uses the blockchain, and an ethical committee type verification client.
A public key, a private key, and a key management unit 430 that performs address generation and management,
Platform monitoring unit 440 for monitoring the status and transaction records of the blockchain platform for hybrid research fund management,
It is located between the research fund demand module for blockchain members and the artificial intelligence RM (Randomized Mesh) blockchain module, and forms a connection environment for the research fund management work processing program to process research fund management data (distributed ledger) included in the smart contract as an interface. Blockchain interface forming unit 450,
A research and payment agency control unit 460 that transmits the verified smart contract along with the research and payment agency toward the research and demand module for blockchain members
Artificial intelligence RM block chain module, smart TCV type research fund management intermediary module, cloud computing module, big data platform control module, which consists of a research non-payment result data transmitter 470 that transmits research non-payment result data to the cloud computing module. ABCD type national R&D project unified research fund management system.
According to claim 1, The artificial intelligence RM (Randomized Mesh) blockchain module 500 is
A big data receiving unit 510 that is connected to the big data platform control module and a cloud network, receives the big data analyzed by the big data platform control module, and transmits it to the artificial intelligence research fund management data detection control unit,
A network leader unit 520 that connects to a blockchain network and receives or receives research grant management data (distributed ledger) included in a smart contract and approves or disapproves it;
Block management unit 530 to manage to create, view, change, delete block information of the blockchain, and
A block agreement/agreement management unit 540 that verifies transaction history, creates and verifies blocks of the blockchain, and manages the connection between blocks and blocks,
A block storage unit 550 for storing a distributed ledger, which is research fund management data included in a smart contract, on one side of a specific space of the block,
After self-learning through machine learning and RNN (Recurrent Neural Network) neural network structure, based on the self-learned verification machine, the research fee cheating among the research expenses management data included in the smart contract transmitted from the smart TCV type research expenses management mediation module AID type RM block chain module, smart TCV type R&D management mediation module, cloud computing module, and big data platform control module composed of AI type R&D management data detection control unit 560 to detect and control R&D project unified research cost management system.
In the cloud computing module, receiving information data from a government agency server, a research cost demand module for a blockchain member, and a smart TCV type research cost management intermediary module, and transmitting the information data to a big data platform control module (S100);
In the big data platform control module, through the cloud computing module, it stores, processes, analyzes and analyzes information data of government agency servers, research cost demand modules for blockchain members, and smart TCV type research cost management mediation modules, and then analyzes the big data. And controlling the transmission to the artificial intelligence RM (Randomized Mesh) blockchain module (S200),
Step of requesting authentication from the research fund demand module for blockchain members toward the smart TCV type research fund management mediation module (S300);
In the smart TCV type research fund management intermediary module, checking whether the research cost demand module for the blockchain member requesting the smart contract for approval for research fund approval is a research cost demand module for the authenticated blockchain member (S400),
Receives the authenticated signal from the smart TCV type research fund management intermediary module from the research fund demand module for blockchain members, and sends the research fund management data included in the smart contract to the smart TCV type research fund management intermediary module to request a smart contract for approval of research fund payment Step (S500),
If it is a research cost demand module for a blockchain member certified by the smart TCV type research cost management mediation module, sending the smart contract requested by the research cost demand module for the blockchain member to the artificial intelligence RM blockchain module (S600),
From the artificial intelligence RM (Randomized Mesh) blockchain module to multiple government agency servers and ethical committee-type verification clients, the smart TCV-type research fund management intermediary module, which is transmitted from the smart contract, contains research fund management data contained in the smart contract. Verifying the presence or absence (S700),
After verifying whether the smart contract that has been verified in the smart TCV type research fund management intermediary module is from the artificial intelligence RM blockchain module, when verification is completed, the smart contract that has been verified with the research fund payment agency toward the research cost demand module for blockchain members The artificial intelligence-type RM blockchain module, smart TCV-type research fund management intermediary module, cloud computing module, and big data platform, characterized in that it consists of transmitting (S800) and controlling to transmit the research fee payment result data to the cloud computing module. The method of unifying research expenses for unifying the ABCD-type national R&D project consisting of control modules.

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