Method, device and equipment for formulating supply chain financial business process with intelligent configuration
Through abstract public components and keyword extraction technology, intelligent configuration of supply chain financial business processes is realized, solving the problem that traditional methods are difficult to cope with market changes and customer needs, improving the flexibility and efficiency of process formulation, and reducing costs.
Patent Information
- Application Number
- CN202411413159.6
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-10-10
- Publication Date
- 2024-12-20
AI Technical Summary
Traditional supply chain business process design relies on manual experience and static rules, making it difficult to quickly respond to market changes and customer needs, resulting in low data management efficiency and lack of process formulation results.
Through abstracting public components, we provide a supply chain financial business process formulation method based on intelligent configuration, use keyword extraction and rule engine to automatically configure, generate personalized operational configuration information and processes, and support rapid response to market changes and customer needs.
It improves the degree of personalization and flexibility of process formulation, improves operational efficiency, reduces costs, and enhances the adaptability and scalability of the system.
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Figure CN119168592A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of business process management technology, and in particular to a supply chain finance business process formulation method, device, equipment and computer-readable storage medium based on intelligent configuration. Background Art
[0002] In the current operation and management of the supply chain industry, the formulation and optimization of workflows are the key to improving efficiency, reducing costs, and enhancing customer satisfaction. Traditionally, the design and implementation of supply chain business processes often rely on manual experience and static rule settings. This method is not only time-consuming and labor-intensive, but also difficult to cope with the rapid changes in market and business needs. With the increasing variety and complexity of supply chain businesses, such as housing supply chain, automobile supply chain, equipment supply chain, etc., traditional process formulation methods have exposed their limitations. For example, traditional methods are often fixed to specific process templates, and it is difficult to quickly adapt to personalized supply chain solutions and changes in customer needs; manual formulation and adjustment of workflows is time-consuming and error-prone, especially when a large number of complex transactions need to be handled.
[0003] Therefore, the efficiency of data management and the effectiveness of personalized process formulation in the current supply chain workflow management process are relatively lacking. Summary of the invention
[0004] The present invention provides a supply chain finance business process formulation method, device, equipment and storage medium based on intelligent configuration. Its main purpose is to provide high flexibility and configurability for business process management by abstracting common components, support rapid response to market changes and customer needs, and at the same time improve operational efficiency, reduce costs, and enhance the adaptability and scalability of the system.
[0005] To achieve the above-mentioned purpose, the present invention provides a supply chain finance business process formulation method based on intelligent configuration, comprising:
[0006] Get the operator management component obtained by abstractly encapsulating the pre-built supply chain operator management list;
[0007] Obtain the funding party information of the newly added supply chain business, perform a keyword extraction operation on the funding party information, and obtain a keyword set;
[0008] Using the keyword set, correspondingly configure each parameter to be supplemented in the operator management component to obtain newly added operation configuration information;
[0009] The target process to be formulated selected by the user is obtained, the workflow configuration template corresponding to the target process to be formulated is called, and the workflow configuration template is used to generate a process for the newly added operation configuration information to obtain the target formulation process of the funding party.
[0010] Optionally, the operator management component includes an operation basic configuration component, an operation business configuration component and an enterprise list component;
[0011] The basic operation configuration components include an operator product component, a process deployment component, a process configuration component, a funding management component, an interface configuration component, a pricing scheme management component, and an agreement template configuration component;
[0012] The funding party management component includes a funding party configuration component and a funding party product configuration component;
[0013] The operational business configuration component includes a financing quota management component and a financing scheme management component.
[0014] Optionally, the using the keyword set to configure corresponding parameters to be supplemented in the operator management component to obtain newly added operation configuration information includes:
[0015] Get a rules engine that includes data type matching and data filling services;
[0016] Using the process deployment component, according to the pre-built workflow configuration information, an access workflow is created, and using the rule engine, the target keyword in the keyword set is queried to perform a new process configuration on the access workflow, so as to obtain the funding party access workflow, and configure a unique identifier for the funding party access workflow;
[0017] Calling the funding party configuration component, constructing new funding party information according to the pre-constructed system basic parameter configuration information, and using the rule engine to query the target keyword in the keyword set to perform funding party type parameter maintenance operations on the new funding party information;
[0018] Using the enterprise list component, construct a new enterprise, and using the rule engine, query the target keyword in the keyword set to perform an enterprise data filling operation based on the enterprise type on the new enterprise;
[0019] Calling the operator product component, using the rule engine, searching for target keywords in the keyword set, and performing a funder addition operation based on product support on the operator product component;
[0020] Calling the funding party configuration component, using the rule engine, querying the target keyword in the keyword set to perform funding party product configuration operations on the funding party configuration component;
[0021] Using the process deployment component, according to the workflow configuration information, a financing main process workflow is created, and using the rule engine, the target keywords in the keyword set are queried to configure the trade background materials for the financing main process workflow, and product maintenance operations are performed on the financing main process workflow according to the system basic parameter configuration information to build a business plan;
[0022] Use the pre-built financing quota management component to create a funding party quota approval process, and use the funding party quota approval process to calculate the credit subject financing quota according to the business plan;
[0023] Calling a pre-built protocol template component, creating a new protocol according to the protocol template configuration information, and using the rule engine to query the target keyword in the keyword set to configure the new protocol;
[0024] The data related to the unique identifier in the operator management component is called to obtain newly added operation configuration information.
[0025] Optionally, the structure of the unique identifier is: BankApply-Supplier-Check.
[0026] Optionally, the step of obtaining the target process to be formulated selected by the user, calling a workflow configuration template corresponding to the target process to be formulated, and using the workflow configuration template to generate a process for the newly added operation configuration information to obtain the target formulation process of the funding party includes:
[0027] Determine the type of process to be developed for the target;
[0028] When the target process to be formulated is a preset financing solution process, obtaining a first workflow configuration template corresponding to the financing solution process, calling the financing solution management component, and creating a financing solution process according to the first workflow configuration template;
[0029] Using the newly added operation configuration information, fill in the financing solution process according to the system basic parameter configuration information;
[0030] When the target process to be formulated is a preset financing capital sub-process workflow, obtaining a second workflow configuration template corresponding to the financing capital sub-process workflow;
[0031] Using the process deployment component, configuring the second template according to the workflow, constructing a new sub-process, and configuring the unique identifier to the new sub-process;
[0032] The newly added operation configuration information is extracted by using the unique identifier and filled into the newly added sub-process to obtain the financing capital sub-process workflow.
[0033] Optionally, performing a keyword extraction operation on the funding party information to obtain a keyword set includes:
[0034] Performing a word segmentation operation on the funding party information to obtain a word segmentation set, and performing a sequential encoding operation on the word segmentation set using a Word2Vec encoding network to obtain a word segmentation vector set;
[0035] The pre-built BERT network is used to perform text recognition on the word segmentation vector set, and keywords or key paragraphs are divided according to the text recognition result to obtain a keyword set.
[0036] Optionally, the acquiring of the operator management component obtained by abstractly encapsulating the pre-built supply chain operator management list includes:
[0037] Obtaining a preset function list and user interaction requirements of the operator management component;
[0038] According to the supply chain operator management list, configure the data fields and attributes that need to be managed in the function list;
[0039] A pre-designed component interface is obtained, and the operator management component is encapsulated by using the component interface according to the preset function list and user interaction requirements.
[0040] In order to solve the above problems, the present invention also provides a supply chain finance business process formulation device based on intelligent configuration, the device comprising:
[0041] A component encapsulation module is used to obtain the operator management component obtained by abstractly encapsulating the pre-built supply chain operator management list;
[0042] A new information extraction module is added, which is used to obtain the funding party information of the newly added supply chain business, perform keyword extraction operations on the funding party information, and obtain a keyword set;
[0043] A component configuration module, used to configure each parameter to be supplemented in the operator management component accordingly using the keyword set to obtain newly added operation configuration information;
[0044] The process formulation module is used to obtain the target process to be formulated selected by the user, call the workflow configuration template corresponding to the target process to be formulated, and use the workflow configuration template to generate a process for the newly added operation configuration information to obtain the target formulation process of the funding party.
[0045] In order to solve the above problem, the present invention further provides an electronic device, the electronic device comprising:
[0046] at least one processor; and,
[0047] a memory communicatively connected to the at least one processor; wherein,
[0048] The memory stores a computer program that can be executed by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the above-mentioned supply chain financial business process formulation method based on intelligent configuration.
[0049] In order to solve the above problems, the present invention also provides a computer-readable storage medium, in which at least one computer program is stored. The at least one computer program is executed by a processor in an electronic device to implement the above-mentioned supply chain financial business process formulation method based on intelligent configuration.
[0050] The embodiment of the present invention realizes the modularization of the management system by abstracting the existing supply chain operator management list into an operator management component, wherein the operator management component can construct components from the lower-level lists in the supply chain operator management list, wherein the configuration of each component finely controls the behavior of the management system, thereby accurately meeting specific business rules, compliance requirements or optimization goals, and improving the personalization and flexibility of process formulation; in addition, the information that needs to be filled in manually and personalized is automatically filled in through the text recognition method of keyword extraction, further increasing the efficiency of workflow management. Therefore, the supply chain financial business process formulation method, device, equipment and storage medium based on intelligent configuration provided by the embodiment of the present invention can provide a high degree of flexibility and configurability, support rapid response to market changes and customer needs, while improving operational efficiency, reducing costs, and enhancing the adaptability and scalability of the system. BRIEF DESCRIPTION OF THE DRAWINGS
[0051] Figure 1 A flow chart of a method for formulating a supply chain finance business process based on intelligent configuration provided by an embodiment of the present invention;
[0052] Figure 2 A detailed flow chart of a step in a supply chain finance business process formulation method based on intelligent configuration provided by an embodiment of the present invention;
[0053] Figure 3 A functional module diagram of a supply chain finance business process formulation device based on intelligent configuration provided by an embodiment of the present invention;
[0054] Figure 4 A schematic diagram of the structure of an electronic device for implementing the supply chain finance business process formulation method based on intelligent configuration provided by an embodiment of the present invention.
[0055] The realization of the purpose, functional features and advantages of the present invention will be further explained in conjunction with embodiments and with reference to the accompanying drawings. DETAILED DESCRIPTION
[0056] It should be understood that the specific embodiments described herein are only used to explain the present invention, and are not used to limit the present invention.
[0057] The embodiment of the present application provides a method for formulating a supply chain finance business process based on intelligent configuration. In the embodiment of the present application, the execution subject of the method for formulating a supply chain finance business process based on intelligent configuration includes but is not limited to at least one of the electronic devices such as a server, a terminal, etc. that can be configured to execute the method provided by the embodiment of the present application. In other words, the method for formulating a supply chain finance business process based on intelligent configuration can be executed by software or hardware installed on a terminal device or a server device, and the software can be a blockchain platform. The server includes but is not limited to: a single server, a server cluster, a cloud server or a cloud server cluster, etc. The server can be an independent server, or it can be a cloud server that provides basic cloud computing services such as cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communications, middleware services, domain name services, security services, content delivery networks (Content Delivery Network, CDN), and big data and artificial intelligence platforms.
[0058] Reference Figure 1 FIG. 1 is a flow chart of a method for formulating a supply chain finance business process based on intelligent configuration provided by an embodiment of the present invention. In this embodiment, the method for formulating a supply chain finance business process based on intelligent configuration includes:
[0059] S1. Obtain the operator management component obtained by abstractly encapsulating the pre-built supply chain operator management list.
[0060] In the embodiment of the present invention, the supply chain operator management list is a table for the operator to manage various business activities, including the operator product list, the funder management list, the pricing plan management list, the agreement management list, the operation business configuration list, the enterprise list, etc. These lists are interrelated and include all aspects of the supply chain operator management. When business activities occur, each table needs to update parameters, causing great management pressure.
[0061] The present invention abstractly encapsulates each list to realize modularization between list functions and provide stability of overall management.
[0062] In detail, in the embodiment of the present invention, the step of obtaining the operator management component obtained by abstractly encapsulating the pre-built supply chain operator management list includes:
[0063] Obtaining a preset function list and user interaction requirements of the operator management component;
[0064] According to the supply chain operator management list, configure the data fields and attributes that need to be managed in the function list;
[0065] A pre-designed component interface is obtained, and the operator management component is encapsulated by using the component interface according to the preset function list and user interaction requirements.
[0066] Abstraction is a basic concept in computer science, which refers to the process of hiding complexity and retaining only the information necessary to perform the task. Through abstraction, the supply chain operator can focus on the operation at the current level without having to worry about the specific details of the underlying layer. Abstraction helps simplify programming tasks and makes problems easier to understand and solve.
[0067] Specifically, the embodiment of the present invention first determines the preset function list that the operator management component needs to support, such as adding, editing, and deleting operator records, search and filtering functions, and possible sorting and paging functions, and then determines the user interaction requirements of the component, such as how to display data, how users operate, etc. Then determine the data fields and attributes that need to be managed, such as the operator name, contact information, service scope, etc. The present invention configures the original data fields and attributes in the pre-built supply chain operator management list. Then design the public interface of the component, including input and output parameters, functional methods, etc., and select appropriate development tools and frameworks, such as React, Vue, etc. for table abstraction to obtain the operator management component.
[0068] The operator management component includes an operation basic configuration component, an operation business configuration component and an enterprise list component;
[0069] The basic operation configuration components include an operator product component, a process deployment component, a process configuration component, a funding management component, an interface configuration component, a pricing scheme management component, and an agreement template configuration component;
[0070] The funding party management component includes a funding party configuration component and a funding party product configuration component;
[0071] The operational business configuration component includes a financing quota management component and a financing scheme management component.
[0072] Among them, the operator management component can be classified into some basic information management components such as the operator product component and the funder management component, which are responsible for data management and storage. In addition, it also includes some functional components, such as process deployment components, process configuration components and interface configuration components, which are used to realize automated management and parameter configuration.
[0073] S2. Obtain the funding party information of the newly added supply chain business, perform a keyword extraction operation on the funding party information, and obtain a keyword set.
[0074] In an embodiment of the present invention, when a supply chain company adds a new funding client [**Company], it is necessary to build a workflow about [**Company] to enable the funding party to understand the process of fund use and increase the funding party's trust in the supply chain company.
[0075] In the traditional data management process, data connection and entry are performed manually. However, in order to increase data processing efficiency and accuracy, data processing is performed through artificial intelligence in the embodiment of the present invention.
[0076] First, obtain the funding party information, which includes the funding party's company name, funding party type (factoring or bank), airline number, introduction, how to deal with holidays when the financing due date falls on a holiday, restrictions on agreement signing, core enterprise social credit code, special tags, etc.
[0077] Then the present invention can perform text recognition by means of a BERT neural network model, thereby extracting keywords or key segments.
[0078] In detail, in the embodiment of the present invention, the keyword extraction operation is performed on the funding party information to obtain a keyword set, including:
[0079] Performing a word segmentation operation on the funding party information to obtain a word segmentation set, and performing a sequential encoding operation on the word segmentation set using a Word2Vec encoding network to obtain a word segmentation vector set;
[0080] The pre-built BERT network is used to perform text recognition on the word segmentation vector set, and keywords or key paragraphs are divided according to the text recognition result to obtain a keyword set.
[0081] In addition, other natural language processing models can also be used for text recognition here to improve the accuracy and processing efficiency of text recognition.
[0082] S3. Use the keyword set to configure corresponding parameters to be supplemented in the operator management component to obtain newly added operation configuration information.
[0083] For details, refer to Figure 2 As shown, in the embodiment of the present invention, the keyword set is used to configure each parameter to be supplemented in the operator management component to obtain the newly added operation configuration information, including:
[0084] S31. Obtain a rule engine including data type matching and data filling services.
[0085] The rule engine is used to identify the information required in each subsequent component and automatically fill it in, thereby avoiding errors in manual input and improving the efficiency of data filling.
[0086] S32. Using the process deployment component, create an access workflow according to the pre-built workflow configuration information, and use the rule engine to query the target keywords in the keyword set to add a new process configuration to the access workflow, obtain the funding party access workflow, and configure the unique identifier of the funding party access workflow.
[0087] The process deployment component is a pre-built XML file, which already exists when a new funding party is added and the funding party process formulation is started, and can be directly called.
[0088] Furthermore, the "Workflow Configuration Information" is the management process of the enterprise on the workflow, for example, including the access workflow, the financing main process workflow, the financing fund sub-process workflow, etc. Each workflow manages the filling, checking, and layout rules of each parameter. These workflows are uniformly abstracted into the process deployment component and the process configuration component, and selectively executed for the nodes in the data management stage.
[0089] Then, build the admission workflow based on the pre-built workflow configuration information, and then automatically check [**Party] according to the rule engine, and configure the unique identifier field, process key: BankApply-Supplier-Check.
[0090] Among them, BankApply: This part refers to the process related to bank applications, involving the application procedures for loans, credit, account opening or other banking services; Supplier: The "supplier" here may mean that the process is related to suppliers or third-party service providers. In the field of bank applications, it often involves evaluating or reviewing the qualifications, risks, and compliance of suppliers related to banking business; Check: It indicates that the process involves some form of inspection, review or verification, which refers to the process of verifying supplier information, qualifications, credibility, etc.
[0091] S33. Call the funding party configuration component, construct new funding party information according to the pre-built system basic parameter configuration information, and use the rule engine to query the target keywords in the keyword set to perform funding party type parameter maintenance operations on the new funding party information.
[0092] The funding party configuration component refers to a component for updating data. The present invention realizes automatic filling through a rule engine, reduces manual operations, and improves processing capabilities.
[0093] Furthermore, the "System Basic Parameter Configuration Information" formulates a data management format for supply chain enterprises, such as which data management parameters are included, the definition of each data field, etc.
[0094] S34. Utilize the enterprise list component to construct a newly added enterprise, and utilize the rule engine to query the target keyword in the keyword set to perform enterprise data filling operation on the newly added enterprise based on the enterprise party type.
[0095] The present invention adds enterprise data of the funding party as the enterprise type in the enterprise list component, uses the rule engine to automatically select, and adds enterprise information of the business entity of the ** party; (the addition is made according to the subject of the cooperation agreement, and the information is filled in according to the industrial and commercial registration).
[0096] S35, calling the operator product component, using the rule engine, searching for the target keyword in the keyword set, and performing a funder addition operation based on product support on the operator product component.
[0097] Specifically, according to the keywords identified by the rule engine, select "Re-factoring" in the product configuration of the operator's product component; to modify or add funding party data, select the ** party entity to add.
[0098] S36, calling the funding party configuration component, using the rule engine, querying the target keyword in the keyword set to perform funding party product configuration operations on the funding party configuration component.
[0099] Specifically, add the **Funding Party product configuration, select "Re-factoring" for the product, select the supported re-factoring funding party according to the actual business, and select the pricing plan according to the actual business in the keyword; just check the interface selection. If the funding party already exists in the funding party product list, there is no need to add it, just perform product maintenance.
[0100] S37. Using the process deployment component, according to the workflow configuration information, create a financing main process workflow, and use the rule engine to query the target keywords in the keyword set to configure the trade background materials for the financing main process workflow, and perform product maintenance operations on the financing main process workflow according to the system basic parameter configuration information to build a business plan.
[0101] According to the data management nodes of the operator, start to create the main financing process workflow, and then perform product maintenance according to the basic parameter configuration information of the system to obtain the business plan.
[0102] Specifically, the trade background has been maintained and does not need to be modified; click Product Maintenance, select Refactoring Product Modification, check the ** funding party, and submit for approval.
[0103] S38. Use the pre-built financing quota management component to create a funding party quota approval process, and use the funding party quota approval process to calculate the credit subject financing quota based on the business plan.
[0104] Specifically, the newly added financing quota is automatically filled in according to the actual business in the keywords, the product quota is allocated and then factored, and the financing enterprise quota does not need to be allocated.
[0105] S39, calling the pre-built protocol template component, creating a new protocol according to the protocol template configuration information, and using the rule engine to query the target keyword in the keyword set to configure the new protocol.
[0106] The "Protocol Template Configuration Information" includes various protocol types established by the enterprise.
[0107] In the embodiment of the present invention, keywords can be searched first to view the agreement signed between the first party and the enterprise, and then the agreement can be automatically checked to complete the filling.
[0108] S4. Obtain the target process to be formulated selected by the user, call the workflow configuration template corresponding to the target process to be formulated, and use the workflow configuration template to generate a process for the newly added operation configuration information to obtain the target formulation process of the funding party.
[0109] In detail. In an embodiment of the present invention, the step of obtaining the target process to be formulated selected by the user, calling the workflow configuration template corresponding to the target process to be formulated, and using the workflow configuration template to generate a process for the newly added operation configuration information to obtain the target formulation process of the funding party includes:
[0110] Determine the type of process to be developed for the target;
[0111] When the target process to be formulated is a preset financing solution process, obtaining a first workflow configuration template corresponding to the financing solution process, calling the financing solution management component, and creating a financing solution process according to the first workflow configuration template;
[0112] Using the newly added operation configuration information, fill in the financing solution process according to the system basic parameter configuration information;
[0113] When the target process to be formulated is a preset financing capital sub-process workflow, obtaining a second workflow configuration template corresponding to the financing capital sub-process workflow;
[0114] Using the process deployment component, configuring the second template according to the workflow, constructing a new sub-process, and configuring the unique identifier to the new sub-process;
[0115] The newly added operation configuration information is extracted by using the unique identifier and filled into the newly added sub-process to obtain the financing capital sub-process workflow.
[0116] Among them, the first workflow configuration template and the second workflow configuration template refer to the financing plan and the financing main process workflow process respectively.
[0117] Specifically, when the operator wants to generate a financing funder sub-process workflow for the funder, it needs to add a new process configuration according to the pre-deployed workflow configuration information. Then copy the process key of the list after deployment in the previous link, that is, BankApply-Supplier-Check, in the process key field. Then complete the filling according to the newly added operation configuration information corresponding to BankApply-Supplier-Check, and finally download it from the operator management component.
[0118] When the operator wants to generate a financing plan process, it is simpler. Just create a financing plan process based on the workflow configuration template, and then fill in the newly added operation configuration information according to the system basic parameter configuration information to obtain the financing plan process.
[0119] Among them, in the embodiment of the present invention, each component in the operator management component can be added and modified according to the actual business types of the enterprise, and the "Workflow Configuration Information", "System Basic Parameter Configuration Information" and "Protocol Template Configuration Information" files can be adjusted according to market demand, enterprise management partners and policy requirements.
[0120] The embodiment of the present invention realizes the modularization of the management system by abstracting the existing supply chain operator management list into an operator management component, wherein the operator management component can construct components from the lower-level lists in the supply chain operator management list, wherein the configuration of each component finely controls the behavior of the management system, thereby accurately meeting specific business rules, compliance requirements or optimization goals, and improving the personalization and flexibility of process formulation; in addition, the information that needs to be filled in manually and personalized is automatically filled in through the text recognition method of keyword extraction, further increasing the efficiency of workflow management. Therefore, the supply chain financial business process formulation method based on intelligent configuration provided by the embodiment of the present invention can provide a high degree of flexibility and configurability, support rapid response to market changes and customer needs, while improving operational efficiency, reducing costs, and enhancing the adaptability and scalability of the system.
[0121] like Figure 3 The figure shows a functional module diagram of a supply chain finance business process formulation device based on intelligent configuration provided by an embodiment of the present invention.
[0122] The supply chain finance business process formulation device 100 based on intelligent configuration of the present invention can be installed in an electronic device. According to the functions implemented, the supply chain finance business process formulation device 100 based on intelligent configuration can include a component packaging module 101, a new information extraction module 102, a component configuration module 103 and a process formulation module 104. The module of the present invention can also be called a unit, which refers to a series of computer program segments that can be executed by an electronic device processor and can complete fixed functions, which are stored in the memory of the electronic device.
[0123] In this embodiment, the functions of each module / unit are as follows:
[0124] The component encapsulation module 101 is used to obtain the operator management component obtained by abstractly encapsulating the pre-built supply chain operator management list;
[0125] The newly added information extraction module 102 is used to obtain the funding party information of the newly added supply chain business, and perform a keyword extraction operation on the funding party information to obtain a keyword set;
[0126] The component configuration module 103 is used to configure each parameter to be supplemented in the operator management component by using the keyword set to obtain newly added operation configuration information;
[0127] The process formulation module 104 is used to obtain the target process to be formulated selected by the user, call the workflow configuration template corresponding to the target process to be formulated, and use the workflow configuration template to generate a process for the newly added operation configuration information to obtain the target formulation process of the funding party.
[0128] In detail, each module described in the supply chain financial business process formulation device 100 based on intelligent configuration in the embodiment of the present application is used in the same manner as described above. Figure 1 to Figure 2 The same technical means are used as the supply chain finance business process formulation method based on intelligent configuration described in the specification and can produce the same technical effects, so they will not be repeated here.
[0129] like Figure 4 , is a schematic diagram of the structure of an electronic device 1 for implementing a supply chain finance business process formulation method based on intelligent configuration provided by an embodiment of the present invention.
[0130] The electronic device 1 may include a processor 10, a memory 11, a communication bus 12 and a communication interface 13, and may also include a computer program stored in the memory 11 and executable on the processor 10, such as a supply chain finance business process formulation program based on intelligent configuration.
[0131] In some embodiments, the processor 10 may be composed of an integrated circuit, for example, a single packaged integrated circuit, or a plurality of packaged integrated circuits with the same or different functions, including one or more central processing units (CPUs), microprocessors, digital processing chips, graphics processors, and combinations of various control chips. The processor 10 is the control core (ControlUnit) of the electronic device 1, and uses various interfaces and lines to connect the various components of the entire electronic device, and executes or executes the programs or modules stored in the memory 11 (for example, executing a supply chain finance business process formulation program based on intelligent configuration, etc.), and calls the data stored in the memory 11 to execute various functions of the electronic device and process data.
[0132] The memory 11 includes at least one type of readable storage medium, and the readable storage medium includes flash memory, mobile hard disk, multimedia card, card-type memory (for example: SD or DX memory, etc.), magnetic memory, disk, optical disk, etc. In some embodiments, the memory 11 can be an internal storage unit of an electronic device, such as a mobile hard disk of the electronic device. In other embodiments, the memory 11 can also be an external storage device of an electronic device, such as a plug-in mobile hard disk, a smart memory card (Smart Media Card, SMC), a secure digital (Secure Digital, SD) card, a flash card (Flash Card), etc. equipped on the electronic device. Further, the memory 11 can also include both an internal storage unit of the electronic device and an external storage device. The memory 11 can not only be used to store application software and various types of data installed in the electronic device, such as the code of the supply chain financial business process formulation program based on intelligent configuration, but also can be used to temporarily store data that has been output or is to be output.
[0133] The communication bus 12 may be a Peripheral Component Interconnect (PCI) bus or an Extended Industry Standard Architecture (EISA) bus, etc. The bus may be divided into an address bus, a data bus, a control bus, etc. The bus is configured to realize connection and communication between the memory 11 and at least one processor 10, etc.
[0134] The communication interface 13 is used for communication between the above-mentioned electronic device 1 and other devices, including a network interface and a user interface. Optionally, the network interface may include a wired interface and / or a wireless interface (such as a WI-FI interface, a Bluetooth interface, etc.), which is generally used to establish a communication connection between the electronic device and other electronic devices. The user interface may be a display (Display), an input unit (such as a keyboard (Keyboard)), and optionally, the user interface may also be a standard wired interface, a wireless interface. Optionally, in some embodiments, the display may be an LED display, a liquid crystal display, a touch-sensitive liquid crystal display, and an OLED (Organic Light-Emitting Diode, organic light-emitting diode) touch device, etc. Among them, the display may also be appropriately referred to as a display screen or a display unit, which is used to display information processed in the electronic device and to display a visual user interface.
[0135] Figure 4 Only an electronic device with components is shown, and those skilled in the art will understand that Figure 4 The structure shown does not constitute a limitation on the electronic device 1, and may include fewer or more components than shown in the figure, or combine certain components, or arrange the components differently.
[0136] For example, although not shown, the electronic device 1 may also include a power source (such as a battery) for supplying power to each component. Preferably, the power source may be logically connected to the at least one processor 10 through a power management device, so that the power management device can realize functions such as charging management, discharging management, and power consumption management. The power source may also include any components such as one or more DC or AC power sources, recharging devices, power failure detection circuits, power converters or inverters, power status indicators, etc. The electronic device 1 may also include a variety of sensors, Bluetooth modules, Wi-Fi modules, etc., which will not be repeated here.
[0137] It should be understood that the embodiment is for illustration only and the scope of the patent application is not limited to this structure.
[0138] The supply chain finance business process formulation program based on intelligent configuration stored in the memory 11 of the electronic device 1 is a combination of multiple instructions. When running in the processor 10, it can achieve:
[0139] Get the operator management component obtained by abstractly encapsulating the pre-built supply chain operator management list;
[0140] Obtain the funding party information of the newly added supply chain business, perform a keyword extraction operation on the funding party information, and obtain a keyword set;
[0141] Using the keyword set, correspondingly configure each parameter to be supplemented in the operator management component to obtain newly added operation configuration information;
[0142] The target process to be formulated selected by the user is obtained, the workflow configuration template corresponding to the target process to be formulated is called, and the workflow configuration template is used to generate a process for the newly added operation configuration information to obtain the target formulation process of the funding party.
[0143] Specifically, the specific implementation method of the processor 10 for the above instructions can refer to the description of the relevant steps in the corresponding embodiment of the accompanying drawings, which will not be repeated here.
[0144] Furthermore, if the module / unit integrated in the electronic device 1 is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a computer-readable storage medium. The computer-readable storage medium can be volatile or non-volatile. For example, the computer-readable medium can include: any entity or device capable of carrying the computer program code, a recording medium, a USB flash drive, a mobile hard disk, a magnetic disk, an optical disk, a computer memory, and a read-only memory (ROM).
[0145] The present invention further provides a computer-readable storage medium, wherein the computer-readable storage medium stores a computer program, and when the computer program is executed by a processor of an electronic device, the computer program can implement:
[0146] Get the operator management component obtained by abstractly encapsulating the pre-built supply chain operator management list;
[0147] Obtain the funding party information of the newly added supply chain business, perform a keyword extraction operation on the funding party information, and obtain a keyword set;
[0148] Using the keyword set, correspondingly configure each parameter to be supplemented in the operator management component to obtain newly added operation configuration information;
[0149] The target process to be formulated selected by the user is obtained, the workflow configuration template corresponding to the target process to be formulated is called, and the workflow configuration template is used to generate a process for the newly added operation configuration information to obtain the target formulation process of the funding party.
[0150] In the several embodiments provided by the present invention, it should be understood that the disclosed devices, apparatuses and methods can be implemented in other ways. For example, the device embodiments described above are only schematic, for example, the division of the modules is only a logical function division, and there may be other division methods in actual implementation.
[0151] The modules described as separate components may or may not be physically separated, and the components shown as modules may or may not be physical units, that is, they may be located in one place or distributed on multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
[0152] In addition, each functional module in each embodiment of the present invention may be integrated into one processing unit, each unit may exist physically separately, or two or more units may be integrated into one unit. The above-mentioned integrated unit may be implemented in the form of hardware or in the form of hardware plus software functional modules.
[0153] It is obvious to those skilled in the art that the present invention is not limited to the details of the above exemplary embodiments, and that the present invention can be implemented in other specific forms without departing from the spirit or essential characteristics of the present invention.
[0154] Therefore, no matter from which point of view, the embodiments should be regarded as illustrative and non-restrictive, and the scope of the present invention is limited by the appended claims rather than the above description, so it is intended that all changes falling within the meaning and scope of the equivalent elements of the claims are included in the present invention. Any attached figure mark in the claims should not be regarded as limiting the claims involved.
[0155] The blockchain referred to in this invention is a new application mode of computer technologies such as distributed data storage, peer-to-peer transmission, consensus mechanism, encryption algorithm, etc. Blockchain is essentially a decentralized database, a string of data blocks generated by cryptographic methods. Each data block contains a batch of network transaction information, which is used to verify the validity of its information (anti-counterfeiting) and generate the next block. Blockchain can include the underlying blockchain platform, platform product service layer, and application service layer.
[0156] The embodiments of the present application can acquire and process relevant data based on artificial intelligence technology. Among them, artificial intelligence (AI) is the theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results.
[0157] In addition, it is clear that the word "comprising" does not exclude other units or steps, and the singular does not exclude the plural. Multiple units or devices stated in the system claim can also be implemented by one unit or device through software or hardware. The words first, second, etc. are used to indicate names, and do not indicate any particular order.
[0158] Finally, it should be noted that the above embodiments are only used to illustrate the technical solution of the present invention rather than to limit it. Although the present invention has been described in detail with reference to the preferred embodiments, those skilled in the art should understand that the technical solution of the present invention can be modified or replaced by equivalents without departing from the spirit and scope of the technical solution of the present invention.
Claims
1. A method for formulating supply chain finance business processes based on intelligent configuration, characterized in that: The method comprises: Get the operator management component obtained by abstractly encapsulating the pre-built supply chain operator management list; Obtain the funding party information of the newly added supply chain business, perform a keyword extraction operation on the funding party information, and obtain a keyword set; Using the keyword set, correspondingly configure each parameter to be supplemented in the operator management component to obtain newly added operation configuration information; The target process to be formulated selected by the user is obtained, the workflow configuration template corresponding to the target process to be formulated is called, and the workflow configuration template is used to generate a process for the newly added operation configuration information to obtain the target formulation process of the funding party.
2. The method for formulating supply chain finance business processes based on intelligent configuration as claimed in claim 1, characterized in that: The operator management component includes an operation basic configuration component, an operation business configuration component and an enterprise list component; The basic operation configuration components include an operator product component, a process deployment component, a process configuration component, a funding management component, an interface configuration component, a pricing scheme management component, and an agreement template configuration component; The funding party management component includes a funding party configuration component and a funding party product configuration component; The operational business configuration component includes a financing quota management component and a financing scheme management component.
3. The method for formulating supply chain finance business processes based on intelligent configuration as claimed in claim 2, characterized in that: The method of using the keyword set to configure the parameters to be supplemented in the operator management component accordingly to obtain the newly added operation configuration information includes: Get a rules engine that includes data type matching and data filling services; Using the process deployment component, according to the pre-built workflow configuration information, an access workflow is created, and using the rule engine, the target keyword in the keyword set is queried to perform a new process configuration on the access workflow, so as to obtain the funding party access workflow, and configure a unique identifier for the funding party access workflow; Calling the funding party configuration component, constructing new funding party information according to the pre-constructed system basic parameter configuration information, and using the rule engine to query the target keyword in the keyword set to perform funding party type parameter maintenance operations on the new funding party information; Using the enterprise list component, construct a new enterprise, and using the rule engine, query the target keyword in the keyword set to perform an enterprise data filling operation based on the enterprise type on the new enterprise; Calling the operator product component, using the rule engine, searching for target keywords in the keyword set, and performing a funder addition operation based on product support on the operator product component; Calling the funding party configuration component, using the rule engine, querying the target keyword in the keyword set to perform funding party product configuration operations on the funding party configuration component; Using the process deployment component, according to the workflow configuration information, a financing main process workflow is created, and using the rule engine, the target keywords in the keyword set are queried to configure the trade background materials for the financing main process workflow, and product maintenance operations are performed on the financing main process workflow according to the system basic parameter configuration information to build a business plan; Use the pre-built financing quota management component to create a funding party quota approval process, and use the funding party quota approval process to calculate the credit subject financing quota according to the business plan; Calling a pre-built protocol template component, creating a new protocol according to the protocol template configuration information, and using the rule engine to query the target keyword in the keyword set to configure the new protocol; The data related to the unique identifier in the operator management component is called to obtain newly added operation configuration information.
4. The method for formulating supply chain finance business processes based on intelligent configuration as claimed in claim 3, characterized in that: The structure of the unique identifier is: BankApply-Supplier-Check.
5. The method for formulating supply chain finance business processes based on intelligent configuration as claimed in claim 3, characterized in that: The step of obtaining the target process to be formulated selected by the user, calling the workflow configuration template corresponding to the target process to be formulated, and using the workflow configuration template to generate a process for the newly added operation configuration information to obtain the target formulation process of the funding party includes: Determine the type of process to be developed for the target; When the target process to be formulated is a preset financing solution process, obtaining a first workflow configuration template corresponding to the financing solution process, calling the financing solution management component, and creating a financing solution process according to the first workflow configuration template; Using the newly added operation configuration information, fill in the financing solution process according to the system basic parameter configuration information; When the target process to be formulated is a preset financing capital sub-process workflow, obtaining a second workflow configuration template corresponding to the financing capital sub-process workflow; Using the process deployment component, configuring the second template according to the workflow, constructing a new sub-process, and configuring the unique identifier to the new sub-process; The newly added operation configuration information is extracted by using the unique identifier and filled into the newly added sub-process to obtain the financing capital sub-process workflow.
6. The method for formulating supply chain finance business processes based on intelligent configuration as claimed in claim 5, characterized in that: The keyword extraction operation is performed on the funding party information to obtain a keyword set, including: Performing a word segmentation operation on the funding party information to obtain a word segmentation set, and performing a sequential encoding operation on the word segmentation set using a Word2Vec encoding network to obtain a word segmentation vector set; The pre-built BERT network is used to perform text recognition on the word segmentation vector set, and keywords or key paragraphs are divided according to the text recognition result to obtain a keyword set.
7. The method for formulating supply chain finance business processes based on intelligent configuration according to claim 1, characterized in that: The obtaining of the operator management component obtained by abstractly encapsulating the pre-built supply chain operator management list includes: Obtaining a preset function list and user interaction requirements of the operator management component; According to the supply chain operator management list, configure the data fields and attributes that need to be managed in the function list; A pre-designed component interface is obtained, and the operator management component is encapsulated by using the component interface according to the preset function list and user interaction requirements.
8. A supply chain finance business process formulation device based on intelligent configuration, characterized in that: The device comprises: A component encapsulation module is used to obtain the operator management component obtained by abstractly encapsulating the pre-built supply chain operator management list; A new information extraction module is added, which is used to obtain the funding party information of the newly added supply chain business, perform keyword extraction operations on the funding party information, and obtain a keyword set; A component configuration module, used to configure each parameter to be supplemented in the operator management component accordingly using the keyword set to obtain newly added operation configuration information; The process formulation module is used to obtain the target process to be formulated selected by the user, call the workflow configuration template corresponding to the target process to be formulated, and use the workflow configuration template to generate a process for the newly added operation configuration information to obtain the target formulation process of the funding party.
9. An electronic device, characterized in that: The electronic device comprises: at least one processor; and, a memory communicatively connected to the at least one processor; wherein, The memory stores a computer program that can be executed by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute the supply chain finance business process formulation method based on intelligent configuration as described in any one of claims 1 to 7.
10. A computer-readable storage medium storing a computer program, characterized in that: When the computer program is executed by a processor, it implements the supply chain finance business process formulation method based on intelligent configuration as described in any one of claims 1 to 7.
