Data element attribute management method and device, storage medium and computer equipment

Abstract

The invention relates to the technical field of computers, and discloses a data element attribute management method and device, a storage medium and a computer device.The method comprises the steps that firstly, in response to a service demand analysis request, key data elements in a service system are recognized and extracted, then element attribute information of the key data elements is defined, and the element attribute information of the key data elements is obtained; and establishing a meta-attribute dictionary according to the meta-attribute information, finally constructing a meta-attribute management platform based on the meta-attribute dictionary, and integrating the meta-attribute management platform into a service system so as to integrate the meta-attribute information of the key data elements into the service system. According to the method, the data management mode based on the data element attributes has a wide application range, application is efficient and flexible, standardization and normalization of the data are guaranteed, rich decisions can be provided, and high expansibility is achieved.

Description

Technical Field

[0001] The present invention relates to the field of computer technology, and in particular to a data element attribute management method, device, storage medium and computer equipment. Background Art

[0002] With the continuous development of information technology and the continuous deepening of the insurance industry, the core business systems of insurance are facing increasingly complex data management challenges.

[0003] Traditional data management methods are often difficult to adapt to rapidly changing market demands and business scenarios. There are problems such as data redundancy, low management efficiency, uneven data quality, long development cycle and high labor costs. For example, when an insurance business department proposes a new product demand, if this product contains new attribute fields, most of the systems involved in the entire link need to add corresponding fields to support the launch of new products. This not only increases the workload, but also significantly prolongs the time for product launch, thereby causing huge obstacles to the company's business development. Summary of the invention

[0004] In view of this, the present application provides a data element attribute management method, device, storage medium and computer equipment, the main purpose of which is to solve the technical problems that traditional data management methods in the prior art are often difficult to adapt to rapidly changing market demands and business scenarios, and have data redundancy, long development cycle, low development efficiency, etc.

[0005] According to a first aspect of the present invention, a data element attribute management method is provided, the method comprising:

[0006] Respond to business needs analysis requests, identify and extract key data elements from business systems;

[0007] Defining meta-attribute information of the key data element, and establishing a meta-attribute dictionary according to the meta-attribute information;

[0008] A meta-attribute management platform is constructed based on the meta-attribute dictionary, and the meta-attribute management platform is integrated into a business system to integrate the meta-attribute information of the key data elements into the business system.

[0009] Optionally, the meta-attribute information defining the key data element includes:

[0010] Determining meta-attributes associated with the key data element, wherein the meta-attributes include fixed attributes and extended attributes;

[0011] Constructing a fixed attribute information template and an extended attribute information template based on a preset meta-attribute information template;

[0012] receiving fixed attribute data and extended attribute data input by a user, loading the fixed attribute data into the fixed attribute information template to obtain fixed attribute information, and loading the extended attribute data into the extended attribute information template to obtain extended attribute information;

[0013] The fixed attribute information and the extended attribute information are integrated to obtain meta-attribute information of the key data element.

[0014] Optionally, establishing a meta-attribute dictionary according to the meta-attribute information includes:

[0015] Select the original database from the preset database system according to business requirements;

[0016] Constructing a table structure in the original database, and loading the meta-attribute information into the table structure;

[0017] A meta-attribute dictionary is established based on the original database after the meta-attribute information is loaded.

[0018] Optionally, after establishing a meta-attribute dictionary according to the meta-attribute information, the method includes:

[0019] In response to a dictionary access request sent by a user, obtaining the user's authority level, and after determining that the authority level satisfies the access level of the meta-attribute dictionary, opening the meta-attribute dictionary to the user;

[0020] In response to a meta-attribute search request sent by a user, acquiring the attribute information to be searched sent by the user, and matching the attribute information to be searched with the meta-attribute information in the meta-attribute dictionary one by one to determine target meta-attribute information consistent with the attribute information to be searched;

[0021] In response to an attribute information modification request sent by a user, the text to be edited sent by the user is obtained, the target meta-attribute information is edited based on the text to be edited, the edited target meta-attribute information is saved in the meta-attribute dictionary, and an editing record is generated.

[0022] Optionally, constructing a meta-attribute management platform based on the meta-attribute dictionary includes:

[0023] Based on the meta-attribute dictionary, a user interface prototype is constructed and a user interface is developed using a preset tool to generate an original meta-attribute management platform;

[0024] Meta-attribute management specifications are formulated on the original meta-attribute management platform, and the authority management module, version update control module and meta-attribute batch operation module are integrated to build a meta-attribute management platform, wherein the meta-attribute management specifications include: meta-attribute operation manual, meta-attribute update approval procedure and meta-attribute review mechanism.

[0025] Optionally, after constructing the meta-attribute management platform based on the meta-attribute dictionary, the method further includes:

[0026] Build application programming interfaces based on preset industry standards, test the interface performance of the application programming interfaces, and write description documents;

[0027] The application programming interface that has passed the test is connected to the meta-attribute management platform to integrate the meta-attribute management platform into the business system.

[0028] Optionally, the step of integrating the meta-attribute management platform into a business system to integrate the meta-attribute information of the key data elements into the business system includes:

[0029] After the meta-attribute management platform is connected to the business system, an integration operation is performed on the business system based on the meta-attribute management platform, wherein the integration operation includes updating a database model and modifying an application program code;

[0030] The business system that has completed the integration operation is tested to confirm that the meta-attribute information of the key data elements is integrated into the tested business system.

[0031] According to a second aspect of the present invention, there is provided a data element attribute management device, the device comprising:

[0032] A data element extraction module, for identifying and extracting key data elements in a business system in response to a business requirements analysis request;

[0033] A meta-attribute dictionary building module, used to define the meta-attribute information of the key data element and build a meta-attribute dictionary according to the meta-attribute information;

[0034] The meta-attribute management platform integration module is used to construct a meta-attribute management platform based on the meta-attribute dictionary, and integrate the meta-attribute management platform into the business system to integrate the meta-attribute information of the key data elements into the business system.

[0035] According to a third aspect of the present invention, there is provided a storage medium on which a computer program is stored, and when the program is executed by a processor, the above-mentioned data element attribute management method is implemented.

[0036] According to a fourth aspect of the present invention, a computer device is provided, comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein the above-mentioned data element attribute management method is implemented when the processor executes the program.

[0037] The present invention provides a data meta-attribute management method, device, storage medium and computer equipment, which first respond to a business demand analysis request, identify and extract key data elements in a business system, then define the meta-attribute information of the key data elements, establish a meta-attribute dictionary based on the meta-attribute information, and finally build a meta-attribute management platform based on the meta-attribute dictionary, and integrate the meta-attribute management platform into the business system to integrate the meta-attribute information of the key data elements into the business system. The above method defines and manages meta-attributes and establishes a unified meta-attribute dictionary to ensure the standardization and normalization of meta-attribute information of all key data elements, reduce the problem of data inconsistency, help maintain data quality, improve data credibility and availability, and improve data quality and accuracy; the meta-attribute management platform provides the function of centralized management and maintenance of meta-attributes, simplifies the data management process, ensures the security and traceability of data, and has good system scalability to meet future business development needs; the data management method based on meta-attributes can improve data management efficiency and query speed, reduce data redundancy and error rate, and support flexible data analysis and mining; and the application range of data meta-attributes is wide, which can provide rich decision support. The data management method based on data element attributes of the above method has a wide range of applications, is efficient and flexible in application, ensures the standardization and normalization of data, can provide rich decision-making, and has strong scalability.

[0038] The above description is only an overview of the technical solution of the present application. In order to more clearly understand the technical means of the present application, it can be implemented in accordance with the contents of the specification. In order to make the above and other purposes, features and advantages of the present application more obvious and easy to understand, the specific implementation methods of the present application are listed below. BRIEF DESCRIPTION OF THE DRAWINGS

[0039] The drawings described herein are used to provide a further understanding of the present invention and constitute a part of this application. The exemplary embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute an improper limitation of the present invention. In the drawings:

[0040] Figure 1 A schematic diagram of a process flow of a data element attribute management method provided by an embodiment of the present invention is shown;

[0041] Figure 2 A schematic diagram showing a flow chart of another data element attribute management method provided by an embodiment of the present invention;

[0042] Figure 3 A schematic diagram showing the structure of a data element attribute management device provided by an embodiment of the present invention is shown;

[0043] Figure 4 A schematic diagram showing the structure of another data element attribute management device provided by an embodiment of the present invention is shown;

[0044] Figure 5 A schematic diagram of the device structure of a computer device provided by an embodiment of the present invention is shown. DETAILED DESCRIPTION

[0045] The exemplary embodiments of the present application will be described in more detail below with reference to the accompanying drawings. Although the exemplary embodiments of the present application are shown in the accompanying drawings, it should be understood that the present application can be implemented in various forms and should not be limited by the embodiments set forth herein. On the contrary, these embodiments are provided in order to enable a more thorough understanding of the present application and to fully convey the scope of the present application to those skilled in the art.

[0046] The present application embodiment provides a data element attribute management method, such as Figure 1 As shown, the method comprises the following steps:

[0047] 101. In response to a business needs analysis request, identify and extract key data elements in the business system.

[0048] Specifically, the technical solution provided in this application is mainly used in insurance systems, and can be further limited to insurance core systems. In response to business needs analysis requests, it can specifically include multiple meanings, such as business goal strategy analysis, demand analysis of existing business processes, or data requirements, functional requirements and performance requirements analysis, or user experience requirements analysis, etc. Based on the above different business needs analysis, it is necessary to further identify and extract key data elements in the insurance core system. Taking data requirements as an example, key data elements may specifically include customer information (name, contact information, policy number), claim details (accident description, loss amount, photo evidence), policy information (insurance type, coverage, terms) and risk assessment data (historical claims records, credit scores), etc.

[0049] In the embodiments of the present application, by identifying and extracting key data elements, the consistency of data in different systems and processes can be ensured, the problem of data inconsistency can be reduced, and the data can be processed, such as data cleaning and standardization, to improve the accuracy of the data and reduce errors and redundant data; after identifying the key data elements, the business process can be optimized, unnecessary data processing can be reduced, work efficiency can be improved, and a basis can be provided for subsequent meta-attribute management.

[0050] 102. Define meta-attribute information of key data elements, and establish a meta-attribute dictionary based on the meta-attribute information.

[0051] Specifically, meta-attribute refers to data that describes data. When used in the core insurance business system, the meta-attribute information of key data elements includes various descriptive information of the data elements, such as name, code, data type, control type, value range, whether it is mandatory, default value, etc. Therefore, it is necessary to pre-define which meta-attribute fields are required for each key data element, for example: Name: the name of the data element, such as "customer name"; Code: the unique identifier of the data element, such as "CUSTOMER_NAME"; Data Type: the type of data, such as string, integer, date, etc.; Control Type: the type of data input control, such as text box, drop-down list, check box, etc.; Value Range: the allowable value range of the data, such as an integer between 0 and 100; Is Mandatory: whether the data element is mandatory; Default Value: whether the data element is mandatory; Value): the default value of a data element; Relationship: the relationship between a data element and other data elements, such as a foreign key relationship; then a meta-attribute dictionary is established based on the meta-attribute information. The meta-attribute dictionary is a system that centrally stores and manages all key data elements and their meta-attribute information, which provides a unified reference point to ensure data consistency and standardization.

[0052] In the embodiment of the present application, the meta-attribute dictionary is used to ensure that the definition and usage of all key data elements are consistent, reducing problems caused by inconsistent definitions between different departments or systems. Standardized meta-attribute information reduces errors in data entry and processing and improves data quality. The meta-attribute dictionary provides a centralized location to manage and maintain information on data elements, simplifying the data management process. The timestamp, executor, and content of each change are recorded to facilitate traceability and auditing. Moreover, based on the meta-attribute information, data verification, data migration, and automated processing can be achieved to improve the efficiency and accuracy of the system. The meta-attribute dictionary provides a unified data interface for easy integration with other systems to ensure consistent transmission of data between different systems. The design of the meta-attribute dictionary takes into account future scalability and flexibility, and new data elements and functions can be easily added. When business needs change, the meta-attribute dictionary can be modified to quickly adapt to new needs, reducing the time and cost of system adjustment. Moreover, through clearly defined key data elements, business decisions are made more data-based, thereby generating more meaningful data reports and analysis to support deeper business insights.

[0053] 103. Build a meta-attribute management platform based on the meta-attribute dictionary and integrate the meta-attribute management platform into the business system to integrate the meta-attribute information of key data elements into the business system.

[0054] Specifically, the meta-attribute management platform is a tool for centralized management and maintenance of meta-attribute information. It provides a user-friendly interface and functions, allowing users to easily add, delete, modify and query meta-attributes, and supports version control, permission management, batch import and export and other functions. The main purpose of integrating the functions and data of the meta-attribute management platform into the existing business system is to integrate the meta-attribute information of key data elements into the business system and make it part of the business process, including updating the database model, modifying the application code, and conducting comprehensive testing to ensure that the new function works normally in the business system. After integrating the meta-attribute information of key data elements into the business system, ensure that the key data elements can be accessed and utilized at various stages of the core insurance business process, such as policy sales, underwriting, claims processing and other stages.

[0055] In this embodiment, by establishing a meta-attribute management platform, it is ensured that the definition and usage of all key data elements are consistent, reducing problems caused by inconsistent definitions between different departments or systems. Standardized meta-attribute information reduces errors in data entry and processing and improves data quality. The meta-attribute management platform provides a centralized tool to manage and maintain data element information, simplifying the data management process. Based on meta-attribute information, data verification, data migration and automated processing can be achieved to improve the efficiency and accuracy of the system. At the same time, users can easily add, delete, modify and query meta-attributes through the meta-attribute management platform, reducing manual operations and repetitive work. The meta-attribute management platform can also take into account future scalability and flexibility, and can easily add new data elements and functions. When business needs change, the meta-attribute management platform can quickly adapt to new needs, reducing the time and cost of system adjustment, and supporting data-driven decision-making and data analysis functions to determine the compliance and security of data and improve user experience.

[0056] The present invention provides a data meta-attribute management method, device, storage medium and computer equipment, which first respond to a business demand analysis request, identify and extract key data elements in a business system, then define the meta-attribute information of the key data elements, establish a meta-attribute dictionary based on the meta-attribute information, and finally build a meta-attribute management platform based on the meta-attribute dictionary, and integrate the meta-attribute management platform into the business system to integrate the meta-attribute information of the key data elements into the business system. The above method defines and manages meta-attributes and establishes a unified meta-attribute dictionary to ensure the standardization and normalization of meta-attribute information of all key data elements, reduce the problem of data inconsistency, help maintain data quality, improve data credibility and availability, and improve data quality and accuracy; the meta-attribute management platform provides the function of centralized management and maintenance of meta-attributes, simplifies the data management process, ensures the security and traceability of data, and has good system scalability to meet future business development needs; the data management method based on meta-attributes can improve data management efficiency and query speed, reduce data redundancy and error rate, and support flexible data analysis and mining; and the application range of data meta-attributes is wide, which can provide rich decision support. The data management method based on data element attributes of the above method has a wide range of applications, is efficient and flexible in application, ensures the standardization and normalization of data, can provide rich decision-making, and has strong scalability.

[0057] The present application embodiment provides another data element attribute management method, such as Figure 2 As shown, the method comprises the following steps:

[0058] 201. Request to extract key data elements from the business system based on business needs analysis.

[0059] In the embodiment of the present application, the basis of the entire technical solution is to target the core insurance business, so it is necessary to extract the key data elements therein, and the subsequent steps are all performed for the key data elements. The specific implementation plan has been described in step 101 and will not be elaborated here.

[0060] 202. Define meta-attribute information of key data elements.

[0061] Specifically, first determine the meta-attributes associated with the key data elements, where the meta-attributes include fixed attributes and extended attributes, then build a fixed attribute information template and an extended attribute information template based on a preset meta-attribute information template, then receive the fixed attribute data and extended attribute data input by the user, load the fixed attribute data into the fixed attribute information template to obtain fixed attribute information, and load the extended attribute data into the extended attribute information template to obtain extended attribute information, and finally integrate the fixed attribute information with the extended attribute information to obtain the meta-attribute information of the key data elements.

[0062] In the embodiment of the present application, after obtaining the key data elements in the business system, before defining the meta-attribute information for the key data elements, it is necessary to identify and analyze the key data elements, so as to determine which of the key data elements are basic information, such as customer name, identity information, etc.; it is also possible to determine which are extended information, such as special terms, additional services, etc.; after determining the key data elements, it is necessary to determine the meta-attributes corresponding to the key data elements, specifically, the meta-attributes include fixed attributes and extended attributes, wherein the fixed attributes specifically refer to data fields that are common to all products, such as the policy number and the insured person information; and the extended attributes specifically refer to additional fields added for specific products or scenarios, such as the physical examination report that may be required for some health insurance. Report details; then create two templates, one for fixed attributes and the other for extended attributes, and use the two templates as the framework for input data, where the fixed attribute information template defines the basic attribute fields that must be filled in for all key data elements, and the extended attribute information template defines the additional attribute fields that can be added according to business needs; further, through the user interface or API interface, receive the fixed attribute data and extended attribute data of the key data elements input by the user, and then load the fixed attribute data and extended attribute data into the corresponding templates respectively to obtain the corresponding attribute information, that is, the basic attribute information and additional attribute information of the key data elements, and finally integrate the two types of information to finally determine the complete meta-attribute information of the key data elements.

[0063] 203. Establish a meta-attribute dictionary according to the meta-attribute information.

[0064] Specifically, firstly, an original database is selected in a preset database system according to business requirements, then a table structure is constructed in the original database, and meta-attribute information is loaded into the table structure, and finally a meta-attribute dictionary is established based on the original database after the meta-attribute information is loaded.

[0065] In an embodiment of the present application, a database system suitable for the insurance core business system technology stack and business needs is selected as the basis for storing meta-attribute information. First, the existing database system is evaluated and reviewed, such as MySQL, PostgreSQL, Oracle, etc., considering its performance, scalability, security and other factors. Based on the evaluation results, a database system that can meet the business needs and is compatible with the existing technology stack is selected; then, a database table structure for storing meta-attribute information is designed and created. It is necessary to define the fields of the table and their data types to ensure that all necessary meta-attribute information is covered. Specifically, SQL statements are executed in the selected database to create a table structure; then, the previously acquired meta-attribute information is inserted into the newly created table structure. First, the meta-attribute information needs to be organized into a format suitable for batch import, such as a CSV file or directly using SQL statements. Finally, a system for centrally managing and maintaining meta-attribute information, namely, a meta-attribute dictionary, is established.

[0066] 204. In response to the user's operation requirement, modify the meta-attribute information in the meta-attribute dictionary.

[0067] Specifically, in response to a dictionary access request sent by a user, the user's authority level is obtained, and after determining that the authority level satisfies the access level of the meta-attribute dictionary, the meta-attribute dictionary is opened to the user; in response to a meta-attribute retrieval request sent by the user, the attribute information to be retrieved sent by the user is obtained, and the attribute information to be retrieved is matched with the meta-attribute information in the meta-attribute dictionary one by one to determine the target meta-attribute information consistent with the attribute information to be retrieved; in response to an attribute information modification request sent by the user, the text to be edited sent by the user is obtained, the target meta-attribute information is edited based on the text to be edited, the edited target meta-attribute information is saved in the meta-attribute dictionary, and an editing record is generated.

[0068] In the embodiment of the present application, after the meta-attribute dictionary is established, the user may have the need to modify the meta-attribute information. First, the user's identity needs to be confirmed, that is, the user's authority level is obtained. After determining that the authority level meets the access level of the meta-attribute dictionary, the user is allowed to access the meta-attribute dictionary. After that, the user needs to search the meta-attribute dictionary. The meta-attribute dictionary has a preliminary search function. The user inputs the attribute information to be searched, and matches the attribute information to be searched with the meta-attribute information in the meta-attribute dictionary one by one to find the target meta-attribute information that matches the attribute information to be searched. After that, the user can edit the target meta-attribute information and generate an editing record at the same time, so that the user can understand the historical changes of each meta-attribute modification and editing; the meta-attribute dictionary has access control function, meta-attribute information retrieval function, meta-attribute information editing function and version record management function, and finally constitutes an efficient, secure and easy-to-use meta-attribute dictionary.

[0069] 205. Build a meta-attribute management platform based on the meta-attribute dictionary.

[0070] Specifically, firstly, based on the meta-attribute dictionary, a user interface prototype is built and a user interface is developed using preset tools to generate an original meta-attribute management platform. Then, meta-attribute management specifications are formulated on the original meta-attribute management platform, and a permission management module, a version update control module and a meta-attribute batch operation module are integrated to build a meta-attribute management platform. The meta-attribute management specifications include: a meta-attribute operation manual, a meta-attribute update approval procedure and a meta-attribute review mechanism.

[0071] In an embodiment of the present application, a user-friendly interface is designed and developed based on the established meta-attribute dictionary, so that users can easily perform operations of adding, deleting, modifying and checking meta-attributes. Specifically, a UI / UX design tool (such as Sketch, Figma, Adobe XD) is used to create a user interface prototype. The user interface prototype should include a meta-attribute list page, an add meta-attribute page, an edit meta-attribute page, a delete meta-attribute page, search and filtering, front-end development, component development, responsive design, back-end integration, API design, and data processing functions; then, a meta-attribute management specification is formulated on the original meta-attribute management platform, that is, a set of specifications is formulated to ensure that the management and update process of meta-attributes is orderly, controllable, and meets business requirements, which may include a meta-attribute operation manual to explain how to use the meta-attribute management platform to perform various operations; a meta-attribute update approval procedure, that is, a meta-attribute update approval process is defined to ensure that each update is properly reviewed and approved; and a meta-attribute review mechanism By establishing a regular review mechanism, the accuracy and consistency of meta-attribute information can be ensured; the meta-attribute management platform integrates the permission management module, version update control module and meta-attribute batch operation module to enhance the functions of the meta-attribute management platform and make it more complete and secure. Among them, the permission management module assigns corresponding permissions to each role, such as administrators can perform all operations, ordinary users can only view and partially modify, read-only users can only view, and can also perform identity authentication and access control; the version update control module can perform version records and historical version queries; and the meta-attribute batch operation module provides CSV or XML file batch import, batch export, batch editing and batch deletion functions.

[0072] 206. Access the application programming interface in the meta-attribute management platform to integrate the meta-attribute management platform into the business system.

[0073] Specifically, first build an application programming interface based on preset industry standards, test the interface performance of the application programming interface and write a description document, then connect the tested application programming interface to the meta-attribute management platform to integrate the meta-attribute management platform into the business system.

[0074] In an embodiment of the present application, an application programming interface, i.e., an API interface, can be designed based on a meta-attribute management platform according to preset industry standards, with the goal of ensuring compatibility and interoperability, wherein the operation steps specifically include designing an API interface, defining request methods, URL paths, request parameters, and response formats, and writing detailed API documentation, including interface descriptions, request examples, and response examples; thereafter, it is necessary to test the interface performance, i.e., to ensure stability and response time under high concurrency conditions, and testing interface performance includes unit testing, stress testing, and performance optimization; and the written documentation is intended to facilitate third-party developers to understand and use these interfaces, and the writing of the documentation requires the writing of detailed API documentation, including interface descriptions, request examples, response examples, error codes, and frequently asked questions; after the meta-attribute management platform is connected to the application programming interface, the meta-attribute management platform can be integrated into the business system.

[0075] 207. Integrate the meta-attribute information of key data elements into the business system.

[0076] Specifically, after the meta-attribute management platform is connected to the business system, the business system is integrated based on the meta-attribute management platform. The integration operation includes updating the database model and modifying the application code. Then, the business system that has completed the integration operation is tested to confirm that the meta-attribute information of key data elements is integrated into the tested business system.

[0077] In the embodiment of the present application, to ensure that the newly defined meta-attributes can be smoothly integrated into the existing insurance business system, it is necessary to update the database model and add necessary tables and fields to store the newly added meta-attributes. First, the existing database model must be analyzed, the existing database structure must be reviewed, and the parts that need to be modified or added must be determined. Then a new table structure must be designed. According to the newly defined meta-attributes, a new table must be designed and created or new fields must be added to the existing table. Then data migration must be performed. If existing data needs to be migrated to the new table structure, a data migration script must be written. After updating the database model, the application code must be modified so that the front-end interface can correctly display and collect relevant meta-attribute information. Specific operations include front-end interface modification, demand analysis, prototype design, front-end development, display of meta-attributes, collection of meta-attributes, and input verification. Finally, the business system that has completed the integration operation must be integrated tested, which also includes unit testing, integration testing, system testing, performance testing, security testing, user acceptance testing, and regression testing, and the process of full data meta-attribute management is finally completed.

[0078] Another data meta-attribute management method provided by the present invention firstly extracts key data elements in a business system based on a business demand analysis request, defines meta-attribute information of the key data elements, then establishes a meta-attribute dictionary based on the meta-attribute information, modifies the meta-attribute information in the meta-attribute dictionary in response to the user's operation requirements, and then constructs a meta-attribute management platform based on the meta-attribute dictionary, accesses an application programming interface in the meta-attribute management platform, integrates the meta-attribute management platform into the business system, and integrates the meta-attribute information of the key data elements into the business system. The above method ensures that the definition and use of all key data elements are consistent by establishing a meta-attribute dictionary and a meta-attribute management platform, reduces problems caused by inconsistent definitions between different departments or systems, and standardized meta-attribute attributes reduce errors in data entry and processing, and improves data quality; the meta-attribute management platform provides a platform for managing and maintaining data elements, simplifies the data management process, and the platform also has version control and authority management, and has strong flexibility and rapid response capabilities for the management of key data elements, and has the functions of data-driven decision-making and data analysis.

[0079] Further, as Figure 1 The specific implementation of the method, the embodiment of the present application provides a data element attribute management device, such as Figure 3 As shown, the device includes: a data element extraction module 301, a meta-attribute dictionary establishment module 302 and a meta-attribute management platform integration module 303.

[0080] The data element extraction module 301 is used to identify and extract key data elements in the business system in response to the business demand analysis request;

[0081] A meta-attribute dictionary building module 302 is used to define meta-attribute information of key data elements and build a meta-attribute dictionary based on the meta-attribute information;

[0082] The meta-attribute management platform integration module 303 is used to construct a meta-attribute management platform based on the meta-attribute dictionary and integrate the meta-attribute management platform into the business system to integrate the meta-attribute information of the key data elements into the business system.

[0083] In a specific application scenario, the data element extraction module 301 may be specifically used to determine meta-attributes associated with key data elements, wherein the meta-attributes include fixed attributes and extended attributes;

[0084] Constructing a fixed attribute information template and an extended attribute information template based on a preset meta-attribute information template;

[0085] Receive fixed attribute data and extended attribute data input by a user, load the fixed attribute data into a fixed attribute information template to obtain fixed attribute information, and load the extended attribute data into an extended attribute information template to obtain extended attribute information;

[0086] Integrate the fixed attribute information with the extended attribute information to obtain the meta-attribute information of the key data elements.

[0087] In a specific application scenario, the meta-attribute dictionary building module 302 can be specifically used to select an original database in a preset database system according to business requirements;

[0088] Construct a table structure in the original database and load the meta-attribute information into the table structure;

[0089] A meta-attribute dictionary is established based on the original database after the meta-attribute information is loaded.

[0090] In a specific application scenario, the above device further includes a meta-attribute information modification module 304, which can be specifically used to respond to a dictionary access request sent by a user, obtain the user's authority level, and open the meta-attribute dictionary to the user after determining that the authority level meets the access level of the meta-attribute dictionary;

[0091] In response to a meta-attribute search request sent by a user, the attribute information to be searched sent by the user is obtained, and the attribute information to be searched is matched with the meta-attribute information in the meta-attribute dictionary one by one to determine target meta-attribute information that is consistent with the attribute information to be searched;

[0092] In response to the attribute information modification request sent by the user, the text to be edited sent by the user is obtained, the target meta-attribute information is edited based on the text to be edited, the edited target meta-attribute information is saved in the meta-attribute dictionary and an editing record is generated.

[0093] In a specific application scenario, the meta-attribute management platform integration module 303 can be specifically used to build a user interface prototype and develop a user interface based on the meta-attribute dictionary using preset tools to generate an original meta-attribute management platform;

[0094] Meta-attribute management specifications are formulated on the original meta-attribute management platform, and the permission management module, version update control module and meta-attribute batch operation module are integrated to build a meta-attribute management platform. The meta-attribute management specifications include: meta-attribute operation manual, meta-attribute update approval procedure and meta-attribute review mechanism.

[0095] In a specific application scenario, the meta-attribute management platform integration module 303 may be specifically used to construct an application programming interface based on a preset industry standard, and to test the interface performance of the application programming interface and to write a description document;

[0096] The tested application programming interface will be connected to the meta-attribute management platform to integrate the meta-attribute management platform into the business system.

[0097] In a specific application scenario, the meta-attribute management platform integration module 303 can be specifically used to perform integration operations on the business system based on the meta-attribute management platform after the meta-attribute management platform is connected to the business system. The integration operations include updating the database model and modifying the application code.

[0098] Test the business system that has completed the integration operation to confirm that the meta-attribute information of key data elements is integrated into the tested business system.

[0099] It should be noted that for other corresponding descriptions of the functional units involved in the data element attribute management device provided in this embodiment, please refer to Figure 1 and Figure 2 The corresponding description in will not be repeated here.

[0100] Based on the above Figure 1 The method shown, accordingly, this embodiment also provides a storage medium, on which a computer program is stored, and when the program is executed by a processor, the above-mentioned data element attribute management method is implemented.

[0101] Based on this understanding, the technical solution of the present application can be embodied in the form of a software product. The software product to be identified can be stored in a non-volatile storage medium (which can be a CD-ROM, USB flash drive, mobile hard disk, etc.), including a number of instructions for enabling a computer device (which can be a personal computer, server, or network device, etc.) to execute the data element attribute management method of each implementation scenario of the present application.

[0102] Based on the above Figure 1 and Figure 2 The method shown, and Figure 3 and Figure 4 In order to achieve the above-mentioned purpose, the data element attribute management device embodiment shown in the figure is as follows: Figure 5 As shown, this embodiment also provides a physical device for data element attribute management, which includes a communication bus, a processor, a memory and a communication interface, and may also include an input and output interface and a display device, wherein each functional unit can communicate with each other through the bus. The memory stores a computer program, and the processor is used to execute the program stored in the memory and execute the data element attribute management method in the above embodiment.

[0103] Optionally, the physical device may also include a user interface, a network interface, a camera, a radio frequency (RF) circuit, a sensor, an audio circuit, a WI-FI module, etc. The user interface may include a display, an input unit such as a keyboard, etc., and the optional user interface may also include a USB interface, a card reader interface, etc. The network interface may optionally include a standard wired interface, a wireless interface (such as a WI-FI interface), etc.

[0104] Those skilled in the art will appreciate that the data element attribute management entity device structure provided in this embodiment does not constitute a limitation on the entity device, and may include more or fewer components, or a combination of certain components, or different component arrangements.

[0105] The storage medium may also include an operating system and a network communication module. The operating system is a program that manages the hardware of the physical device and the software resources to be identified, and supports the operation of the information processing program and other software and / or programs to be identified. The network communication module is used to realize the communication between the components inside the storage medium, and the communication with other hardware and software in the information processing physical device.

[0106] Through the description of the above implementation methods, those skilled in the art can clearly understand that the present application can be implemented by means of software plus a necessary general hardware platform, or by hardware. By applying the technical solution of the present application, first respond to the business demand analysis request, identify and extract the key data elements in the business system, then define the meta-attribute information of the key data elements, establish a meta-attribute dictionary based on the meta-attribute information, and finally build a meta-attribute management platform based on the meta-attribute dictionary, and integrate the meta-attribute management platform into the business system to integrate the meta-attribute information of the key data elements into the business system. The above method defines and manages meta-attributes and establishes a unified meta-attribute dictionary to ensure the standardization and normalization of meta-attribute information of all key data elements, reduce data inconsistency problems, help maintain data quality, improve data credibility and availability, and improve data quality and accuracy; the meta-attribute management platform provides the function of centralized management and maintenance of meta-attributes, simplifies the data management process, ensures data security and traceability, and has good system scalability to meet future business development needs; the data management method based on meta-attributes can improve data management efficiency and query speed, reduce data redundancy and error rate, and support flexible data analysis and mining; and the application range of data meta-attributes is wide, and can provide rich decision support. The data management method based on data meta-attributes has a wide range of applications, is efficient and flexible in application, ensures data standardization and normalization, can provide rich decisions, and has strong scalability.

[0107] Those skilled in the art will appreciate that the accompanying drawings are only schematic diagrams of a preferred implementation scenario, and the modules or processes in the accompanying drawings are not necessarily necessary for implementing the present application. Those skilled in the art will appreciate that the modules in the devices in the implementation scenario can be distributed in the devices of the implementation scenario according to the description of the implementation scenario, or can be changed accordingly and located in one or more devices different from the present implementation scenario. The modules of the above-mentioned implementation scenario can be combined into one module, or can be further split into multiple submodules.

[0108] The above serial numbers of this application are only for description and do not represent the advantages and disadvantages of the implementation scenarios. The above disclosure is only a few specific implementation scenarios of this application, but this application is not limited to them, and any changes that can be thought of by technicians in this field should fall within the scope of protection of this application.

Claims

1. A data element attribute management method, characterized in that: The method comprises: Respond to business needs analysis requests, identify and extract key data elements from business systems; Defining meta-attribute information of the key data element, and establishing a meta-attribute dictionary according to the meta-attribute information; A meta-attribute management platform is constructed based on the meta-attribute dictionary, and the meta-attribute management platform is integrated into a business system to integrate the meta-attribute information of the key data elements into the business system.

2. The method according to claim 1, characterized in that The meta-attribute information defining the key data element includes: Determining meta-attributes associated with the key data element, wherein the meta-attributes include fixed attributes and extended attributes; Constructing a fixed attribute information template and an extended attribute information template based on a preset meta-attribute information template; receiving fixed attribute data and extended attribute data input by a user, loading the fixed attribute data into the fixed attribute information template to obtain fixed attribute information, and loading the extended attribute data into the extended attribute information template to obtain extended attribute information; The fixed attribute information and the extended attribute information are integrated to obtain meta-attribute information of the key data element.

3. The method according to claim 1, characterized in that The step of establishing a meta-attribute dictionary according to the meta-attribute information includes: Select the original database from the preset database system according to business requirements; Constructing a table structure in the original database, and loading the meta-attribute information into the table structure; A meta-attribute dictionary is established based on the original database after the meta-attribute information is loaded.

4. The method according to claim 1 or 3, characterized in that: After the meta-attribute dictionary is established according to the meta-attribute information, the method comprises: In response to a dictionary access request sent by a user, obtaining the user's authority level, and after determining that the authority level satisfies the access level of the meta-attribute dictionary, opening the meta-attribute dictionary to the user; In response to a meta-attribute search request sent by a user, acquiring the attribute information to be searched sent by the user, and matching the attribute information to be searched with the meta-attribute information in the meta-attribute dictionary one by one to determine target meta-attribute information consistent with the attribute information to be searched; In response to an attribute information modification request sent by a user, the text to be edited sent by the user is obtained, the target meta-attribute information is edited based on the text to be edited, the edited target meta-attribute information is saved in the meta-attribute dictionary, and an edit record is generated.

5. The method according to claim 1, characterized in that The step of constructing a meta-attribute management platform based on the meta-attribute dictionary includes: Based on the meta-attribute dictionary, a user interface prototype is constructed and a user interface is developed using a preset tool to generate an original meta-attribute management platform; Meta-attribute management specifications are formulated on the original meta-attribute management platform, and the authority management module, version update control module and meta-attribute batch operation module are integrated to build a meta-attribute management platform, wherein the meta-attribute management specifications include: meta-attribute operation manual, meta-attribute update approval procedure and meta-attribute review mechanism.

6. The method according to claim 1 or 5, characterized in that: After constructing the meta-attribute management platform based on the meta-attribute dictionary, the method further includes: Build application programming interfaces based on preset industry standards, test the interface performance of the application programming interfaces, and write description documents; The application programming interface that has passed the test is connected to the meta-attribute management platform to integrate the meta-attribute management platform into the business system.

7. The method according to claim 1, characterized in that The step of integrating the meta-attribute management platform into the business system to integrate the meta-attribute information of the key data elements into the business system includes: After the meta-attribute management platform is connected to the business system, an integration operation is performed on the business system based on the meta-attribute management platform, wherein the integration operation includes updating a database model and modifying an application program code; The business system that has completed the integration operation is tested to confirm that the meta-attribute information of the key data elements is integrated into the tested business system.

8. A data element attribute management device, characterized in that: The device comprises: A data element extraction module, for identifying and extracting key data elements in a business system in response to a business requirements analysis request; A meta-attribute dictionary building module, used to define the meta-attribute information of the key data element and build a meta-attribute dictionary according to the meta-attribute information; The meta-attribute management platform integration module is used to construct a meta-attribute management platform based on the meta-attribute dictionary and integrate the meta-attribute management platform into a business system to integrate the meta-attribute information of the key data elements into the business system.

9. A storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 7 are implemented.

10. A computer device comprising a memory, a processor and a computer program stored in the memory and executable on the processor, characterized in that: When the computer program is executed by a processor, the steps of the method according to any one of claims 1 to 7 are implemented.

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