CN112000849A - Unified label library management method, device, equipment and storage medium - Google Patents
Unified label library management method, device, equipment and storage medium Download PDFInfo
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Abstract
The application discloses a unified tag library management method, which is characterized in that tag entities and an entity tree directory structure are created according to user requirements, corresponding tag physical data are added to each tag entity of the entity tree directory structure, different operation entity objects can be fused into one tag library, unified integration of data from different databases is realized, tag configuration management is carried out according to attributes of the tag entities to obtain a complete tag tree, and then response of service requests can be carried out according to the tag configuration management. The application also provides a unified label library management device, equipment and a readable storage medium, and the beneficial effects are achieved.
Description
Technical Field
The present application relates to the field of digital computing technologies, and in particular, to a method, an apparatus, a device, and a readable storage medium for managing a unified tab library.
Background
The tag library is commonly used in a digital enterprise, and aims to build a multi-dimensional portrait data system with users/clients as centers and serve for marketing of the clients.
At present, the main technical implementation means of the commonly used label library is that a single wide table mode of a database is multiple, and an offline warehouse mode is adopted for label development and processing. In the method, tag library capacity output modes are various, uniform service capacity encapsulation is lacked, a general implementation scheme of a uniform tag library is lacked in complex business of multi-entity (referring to service objects such as enterprises, position information and equipment) and multi-source data (data sources such as a database, manually input data and external public data), and performance consumption and safety risks caused by mass data transmission exist.
Therefore, how to realize the effective integration of multi-dimensional data of multiple operation entities and improve the service and management capacity of the tag data is a problem which needs to be solved urgently by technical tasks in the field.
Disclosure of Invention
The method can realize the effective integration of multi-dimensional data of multiple operation entities, and improve the service and management capacity of the label data; another object of the present application is to provide a unified taggant management apparatus, a device and a readable storage medium.
In order to solve the above technical problem, the present application provides a unified taggant management method, including:
configuring a tag library data source;
creating a tag entity according to user requirements, and maintaining an entity tree directory structure corresponding to the tag entity;
adding corresponding physical data to each label of the entity tree directory structure according to the data source, and adding corresponding data service labels to the labels according to the attribute of the physical data;
performing label configuration management according to the data service labels corresponding to the labels to obtain a label library;
and after receiving a tag data service request, calling the tag library to respond to the service request according to the tag configuration management.
Optionally, the unified taggant management method further comprises:
classifying the data source according to the updating frequency;
and performing data updating processing on the data source according to the updating frequency corresponding to each category.
Optionally, the unified taggant management method further comprises:
and setting applicable object attributes for the tag entity and the entity tree directory structure.
Optionally, creating a tag entity according to a user requirement, and maintaining an entity tree directory structure corresponding to the tag entity, including:
receiving a tag entity designated by a user;
searching a default label structure corresponding to the label entity;
and receiving the adjustment of the user on the default label structure, and generating an entity tree directory structure according to the adjusted label structure.
Optionally, the tag data service request includes: label screening, label query, multidimensional analysis and label processing.
Optionally, after receiving a tag data service request, invoking the tag library to perform a response of the service request according to the tag configuration management, including:
after receiving a tag screening request, receiving a tag appointed by a user in a tag tree-shaped directory structure as a target tag, and/or receiving a tag fuzzy attribute value input by the user, and screening a matching tag in a current directory range according to the tag fuzzy attribute value as the target tag;
outputting a check mode corresponding to the target label;
generating a screening condition according to the target label and the check mode;
and determining corresponding data items in the tag library according to the screening conditions.
Optionally, after receiving a tag data service request, invoking the tag library to perform a response of the service request according to the tag configuration management, including:
after receiving a tag processing request, receiving a plurality of tags selected by a user in a tag tree-shaped directory structure and condition rules set for the tags;
determining a logic operation rule among the labels;
performing semantic validity check on the label combination generated according to the logic operation rule; wherein the label combination comprises the label and a condition rule corresponding to the label;
and if the semantic validity check is passed, adding the label combination into the label tree.
The application also provides a unified labeller management device, including:
the data source configuration unit is used for configuring a tag library data source;
the directory structure maintenance unit is used for creating a label entity according to the user requirement and maintaining an entity tree directory structure corresponding to the label entity;
the physical data configuration unit is used for adding corresponding physical data to each label of the entity tree directory structure according to the data source and adding corresponding data service labels to the labels according to the attribute of the physical data;
the label configuration management unit is used for carrying out label configuration management according to the data service labels corresponding to the labels to obtain a label library;
and the tag data service unit is used for calling the tag library to respond to the service request according to the tag configuration management after receiving the tag data service request.
The present application further provides a unified tabbed library management device, including:
a memory for storing a computer program;
a processor for implementing the steps of the unified taglibrary management method when executing the computer program.
The present application also provides a readable storage medium having a program stored thereon, which when executed by a processor, performs the steps of the unified tab library management method.
The uniform label library management method provided by the application is characterized in that label entities and an entity tree directory structure are created according to user requirements, corresponding label physical data are added to each label entity of the entity tree directory structure, the types of the label entities are not limited, different operation entity objects can be fused into one label library, the uniform integration of data from different databases is realized, the effective integration of data resources is realized, the service data aggregation and management of users on the operation entity dimension are unified, the maximum aggregation of resources is realized, the response of service requests can be carried out according to label configuration management after the label configuration management is carried out according to the attributes of the label entities to obtain a complete label tree, the data processing, the data aperture and the data service capability are standardized, the data center platform service capability is improved, and the development and service flow of label construction are optimized, the management cost is reduced, and the standardization capability and the multiplexing capability of data and software are improved.
The application also provides a unified label library management device, equipment and a readable storage medium, which have the beneficial effects and are not repeated herein.
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In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are only embodiments of the present application, and for the task of ordinary skill in the art, other drawings can be obtained according to the provided drawings without creative efforts.
Fig. 1 is a flowchart of a unified taggant management method provided in an embodiment of the present application;
fig. 2 is a schematic diagram of an entity tree directory structure using a client as a tag entity according to an embodiment of the present application;
FIG. 3 is a schematic diagram of a tag selection provided by an embodiment of the present application;
fig. 4 is a schematic diagram of a tag assembly provided in an embodiment of the present application;
fig. 5 is a block diagram illustrating a unified taglibrary management apparatus according to an embodiment of the present disclosure;
fig. 6 is a schematic structural diagram of a unified tabbed management device according to an embodiment of the present disclosure.
Detailed Description
The core of the application is to provide a unified tag library management method, which can realize the effective integration of multi-dimensional data of multiple operation entities and improve the tag data service and management capability; at the other core of the application, a unified tag library management device, equipment and a readable storage medium are provided.
In order to make the objects, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are some embodiments of the present application, but not all embodiments. All other embodiments which can be derived from the embodiments given herein by the person skilled in the art without making any creative effort shall fall within the protection scope of the present application.
Fig. 1 is a flowchart of a unified tabbed database management method provided in this embodiment, where the method mainly includes:
step s110, configuring a tag library data source;
the data source attributes may specifically include a data source identifier, a data source Chinese name, a brief introduction, a database type, a database connection address, a database user name, a database user password, a database name, and the like, where the database type may be divided into Hbase, ES, Mysql, MPP database, and the like.
Step s120, creating a tag entity according to user requirements, and maintaining an entity tree directory structure corresponding to the tag entity;
the tag entity needs to be set according to user requirements, for example, if the user needs to set a tag directory with the client as the entity, the tag entity is the client. The attributes of the tag entity specifically include an entity name, an entity code, an entity description, a directory progression, an applicable object, and a state. After the entity is created, an entity tree directory structure is maintained, and the attributes of a specific directory include a directory name, a directory code, a sequence value, an applicable object, a state and the like.
The generation of the entity tree directory structure can be realized according to the following steps: receiving a tag entity designated by a user; searching a default label structure corresponding to the label entity; and receiving the adjustment of the user on the default label structure, and generating an entity tree directory structure according to the adjusted label structure. The corresponding label data are automatically matched according to the determined label entity in the generation mode, modification and addition of the label data by a user are received, and a final entity tree directory structure is obtained.
It should be noted that the following principles should be followed in the process of designing the catalog: (1) the definition is clear and not repeated, and is easy to understand; (2) each classification can accurately cover the subordinate content; (3) the label level depth is not too much, nor too little; if too deep, classification limitation may be generated, and if too little, the discrimination is not strong; (4) a dynamic framework can be provided, adjustment in subsequent service expansion is facilitated, and adjustment of levels and sequences can be supported. Fig. 2 is a schematic diagram of an entity tree directory structure using a client as a tag entity, in this embodiment, only the tag directory shown in fig. 2 is taken as an example for description, and directory structures corresponding to other tag entities can refer to the description corresponding to fig. 2, which is not described herein again.
Step s130, adding corresponding physical data for each label of the entity tree directory structure according to the data source, and adding corresponding data service labels for the labels according to the attribute of the physical data;
through maintaining information such as names, codes, data sources, updating frequency, primary key identifiers, account period identifiers and the like of the data entities, all the data entities are mounted to different label entities, and logical relationship configuration between label physical data and an entity tree directory structure is achieved. The data entities can be divided into database tables, dynamic SQL, real-time flow and the like; the update frequency (cycle type) of the data entities can be classified into fixed non-update, daily update, monthly update, real-time update, and the like. Each data entity is provided with a corresponding data service tag, the data service tag comprises, for example, a unique main key (operation entity), a service client, a period field (data acquisition time), and the like, and subsequently, when the data service is tagged, correlation query can be performed according to the data service tag.
Step s140, performing label configuration management according to the data service labels corresponding to the labels to obtain a label library;
the attributes of the label comprise information such as a label name, a label attribution directory, an application scene, a service aperture, a value type, a value range, a data source, an associated dimension and the like. The data source links the logical information of the tag with the physical data, for example, when the tag data source is a database table, a table field corresponding to the tag needs to be specified. And the correlation dimension is used for realizing the name translation function of the actual value-taking code value of the label. The dimension management comprises basic attribute management and dimension value management, wherein the basic attribute management comprises setting basic attributes such as dimension codes and dimension names; dimension value management is to maintain information such as specific code values, code value description, code value sequence, code value minimum and code value maximum of a single dimension.
And step s150, after receiving the tag data service request, calling the tag library to respond to the service request according to tag configuration management.
The basic implementation principle of service request response according to tag configuration management is that foreground tag logic display is performed through a generated tag library, tag selection, tag combination and tag logic filtering condition formation are achieved, tag logic filtering conditions specified by a user are translated into SQL (structured query language) associated statements of a database through tag configuration information, and attribute search of the tag library is performed according to the SQL associated statements, so that final physical data acquisition is achieved.
Specifically, in this embodiment, the items and the specific implementation manners of the service request are not limited, and the items of the service request may include: label screening, label query, multidimensional analysis, label processing and the like.
Optionally, after receiving the tag screening request, an implementation manner of responding to the tag screening request is as follows:
receiving a label appointed by a user in a label tree-shaped directory structure as a target label, and/or receiving a label fuzzy attribute value input by the user, and screening out a matched label in a current directory range according to the label fuzzy attribute value as the target label;
outputting a check mode corresponding to the target label;
generating a screening condition according to the target label and the check mode;
and determining corresponding data items in the tag library according to the screening conditions.
As shown in fig. 3, a schematic diagram of tag selection is shown, and a filtering is performed in a tag tree directory structure manner, so that a tag selection range can be quickly narrowed according to service definitions; matching labels in the current directory range can be displayed through a label fuzzy search function; the target label can be quickly positioned by combining the capabilities of the two. After the target tag is determined, further screening can be performed according to the tag condition set by the user, wherein the designation mode of the tag condition can be set according to the tag type, for example, the enumerated value is directly expanded by the dimension type tag, the user checks the enumerated value, and the checked result is used as the tag condition set by the user; the numerical value class label can set an interval range value and an interval type, and the interval range value and the interval type specified by the input of a user are used as label conditions set by the user; the time type label can have two selection modes, a time absolute value input option can be set, the time absolute value appointed by the user input is used as a label condition set by the user, a time window which is compared with the current system time and calculated can be set, and the time information corresponding to the appointed window is selected from a plurality of time windows by the user to be used as the label condition set by the user. And performing logic conditions and/or combination on the screening conditions to form final screening conditions, and performing quantity query, detail preview, list acquisition and the like in the tag library according to the screening conditions.
Optionally, the tag data service request may also be a tag query request, where a response of the tag query request mainly refers to query of a real-time tag result according to an entity ID (primary key), and a response configuration of the tag query request may provide a targeted interface service capability in different service links, provide an ability to comprehensively know characteristics of an operating entity, and assist in service decision.
Optionally, the tag data service request may also be a multidimensional analysis request, and the request may be used for performing custom observation on entity groups according to tag data, including single-dimensional feature analysis and two-dimensional cross analysis; the method supports the subdivision of the group according to the label condition, realizes secondary exploration, and can realize accurate analysis and identification of a specific target group.
Optionally, the tag data service request can also be a tag processing request, and the tag is designed in a custom manner at the foreground through the data and logic operation of the existing tags in the tag library, so that the tag processing technical difficulty is reduced, and the self-service production of the tag is realized. Optionally, after receiving the tag processing request, an implementation manner of responding to the tag processing request is as follows: 1. receiving a plurality of existing tags selected on-line by a user; 2. receiving condition rules set by a user for each tag, for example, setting options for enumerated values, setting a numerical value type setting range, setting a date type setting window range and the like; 3. designing a logic operation rule among the labels, wherein the operation rule supports addition, subtraction, multiplication and division of common mathematical calculation, and or and not in the logic operation and a control statement of label SQL; 4. after the user clicks the tag combination for verification, performing semantic validity verification, if the rule normally prompts that the verification passes, adding the tag combination into the tag tree, and if the rule is illegal, prompting specific abnormal information; after the verification is passed, the data preview display can be further carried out on the combined label so as to check the statistical information of the new combined label in advance. A schematic diagram of a label assembly is shown in fig. 4.
Based on the above introduction, in the unified tag library management method provided in this embodiment, tag entities and an entity tree directory structure are created according to user requirements, and corresponding tag physical data is added to each tag entity of the entity tree directory structure, the type of the tag entity is not limited, different operation entity objects can be fused into one tag library, unified integration of data from different databases is achieved, effective integration of data resources is achieved, service data aggregation and management of users in each operation entity dimension is unified, maximum aggregation of resources is achieved, response of service requests can be performed according to tag configuration management after tag configuration management is performed according to attributes of the tag entities to obtain a complete tag tree, data processing, data aperture and data service capability are standardized, platform service capability in data is improved, and development and service flows of tag construction are optimized, the management cost is reduced, and the standardization capability and the multiplexing capability of data and software are improved.
Based on the embodiment, after the tag library data source is configured, the data source can be classified according to the updating frequency; and performing data updating processing on the data source according to the updating frequency corresponding to each category. The data sources are distinguished according to the updating frequency of the data sources, for example, the data sources can be divided into a T +1 offline tag data source for batch scheduling according to day, a quasi-real-time tag data source for batch scheduling according to hour/half hour level, a real-time tag data source output by a real-time stream computing platform and the like, so that the tag library can be updated according to the updating evaluation rate subsequently, and the processing speed of the whole tag library can be increased.
Further, applicable object attributes can be set for the tag entities and the entity tree directory structure.
For example, within the same company, the tag data requirements of different departments for the same entity may be different due to the division of business functions. In order to facilitate the checking of users under different use requirements and ensure the safety of data, the unified tag library can be subjected to authority division. The authority implementation mechanism is as follows: the entity and directory set applicable object attributes, and in particular, nodes of a corporate organization architecture may be given authority field values. When people in different departments look at the label library, only the label entity and the label catalogue which are matched with the attributive organization architecture can be seen. A scenario with different authorities, for example, a label catalogue system for providing special service marketing for an activity marketing department and a label system for providing a special supporting collection scenario for a overdue collection department.
Referring to fig. 5, fig. 5 is a block diagram of a unified taglibrary management apparatus provided in the present embodiment; the method mainly comprises the following steps: a data source configuration unit 110, a directory structure maintenance unit 120, a physical data configuration unit 130, a tag configuration management unit 140, and a tag data service unit 150. The unified taggant management apparatus provided by the embodiment can be contrasted with the unified taggant management method.
The data source configuration unit 110 is mainly used for configuring a tag library data source;
the directory structure maintenance unit 120 is mainly configured to create a tag entity according to a user requirement, and maintain an entity tree directory structure corresponding to the tag entity;
the physical data configuration unit 130 is mainly configured to add corresponding physical data to each tag of the entity tree directory structure according to a data source, and add a corresponding data service tag to the tag according to an attribute of the physical data;
the tag configuration management unit 140 is mainly configured to perform tag configuration management according to the data service tags corresponding to the tags, so as to obtain a tag library;
the tag data service unit 150 is mainly configured to invoke a tag library to perform a response of a service request according to tag configuration management after receiving the tag data service request.
This embodiment provides a unified labeller management equipment, mainly includes: a memory and a processor.
Wherein, the memory is used for storing programs;
the processor is configured to implement the steps of the unified taglibrary management method described in the above embodiments when executing the program, and specifically, refer to the description of the unified taglibrary management method.
Referring to fig. 6, a schematic structural diagram of a unified taggant management apparatus provided in this embodiment is shown, where the unified taggant management apparatus may generate relatively large differences due to different configurations or performances, and may include one or more processors (CPUs) 322 (e.g., one or more processors) and a memory 332, and one or more storage media 330 (e.g., one or more mass storage devices) storing an application 342 or data 344. Memory 332 and storage media 330 may be, among other things, transient storage or persistent storage. The program stored on the storage medium 330 may include one or more modules (not shown), each of which may include a series of instructions operating on a data processing device. Still further, the central processor 322 may be configured to communicate with the storage medium 330 to execute a series of instruction operations in the storage medium 330 on the unified tag library management device 301.
Unified taglibrary management apparatus 301 may also include one or more power supplies 326, one or more wired or wireless network interfaces 350, one or more input-output interfaces 358, and/or one or more operating systems 341, such as Windows Server, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM, etc.
The steps in the unified taglibrary management method described in fig. 1 above can be implemented by the structure of the unified taglibrary management device introduced in this embodiment.
The present embodiment discloses a readable storage medium, on which a program is stored, and when the program is executed by a processor, the steps of the unified tab library management method described in the above embodiments are implemented, which may be referred to in the description of the unified tab library management method in the above embodiments.
The readable storage medium may be a usb disk, a removable hard disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and various other readable storage media capable of storing program codes.
The embodiments are described in a progressive manner in the specification, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other. The device disclosed by the embodiment corresponds to the method disclosed by the embodiment, so that the description is simple, and the relevant points can be referred to the method part for description.
Skilled artisans may further appreciate that the elements and algorithm steps of each example described in connection with the embodiments disclosed herein may be implemented as electronic hardware, computer software, or combinations of both, and that the various example components and steps have been described above generally in terms of their functionality in order to clearly illustrate this interchangeability of hardware and software. Whether such functionality is implemented as hardware or software depends upon the particular application and design constraints imposed on the implementation. Skilled artisans may implement the described functionality in varying ways for each particular application, but such implementation decisions should not be interpreted as causing a departure from the scope of the present application.
The steps of a method or algorithm described in connection with the embodiments disclosed herein may be embodied directly in hardware, in a software module executed by a processor, or in a combination of the two. A software module may reside in Random Access Memory (RAM), memory, Read Only Memory (ROM), electrically programmable ROM, electrically erasable programmable ROM, registers, hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art.
The unified taggant management method, apparatus, device and readable storage medium provided by the present application are described in detail above. The principles and embodiments of the present application are explained herein using specific examples, which are provided only to help understand the method and the core idea of the present application. It should be noted that for the ordinary technical task in the field of the present application, it can also be subjected to several improvements and modifications without departing from the principle of the present application, and these improvements and modifications also fall into the protection scope of the claims of the present application.
Claims (10)
1. A unified taggant management method, the method comprising:
configuring a tag library data source;
creating a tag entity according to user requirements, and maintaining an entity tree directory structure corresponding to the tag entity;
adding corresponding physical data to each label of the entity tree directory structure according to the data source, and adding corresponding data service labels to the labels according to the attribute of the physical data;
performing label configuration management according to the data service labels corresponding to the labels to obtain a label library;
and after receiving a tag data service request, calling the tag library to respond to the service request according to the tag configuration management.
2. The unified taggant management method of claim 1, further comprising:
classifying the data source according to the updating frequency;
and performing data updating processing on the data source according to the updating frequency corresponding to each category.
3. The unified taggant management method of claim 1, further comprising:
and setting applicable object attributes for the tag entity and the entity tree directory structure.
4. The method of claim 1, wherein creating a tag entity according to user requirements and maintaining an entity tree directory structure corresponding to the tag entity comprises:
receiving a tag entity designated by a user;
searching a default label structure corresponding to the label entity;
and receiving the adjustment of the user on the default label structure, and generating an entity tree directory structure according to the adjusted label structure.
5. The unified tag library management method of claim 1, wherein the tag data service request comprises: label screening, label query, multidimensional analysis and label processing.
6. The method of claim 1, wherein invoking the tag library to respond to a service request according to the tag configuration management after receiving a tag data service request comprises:
after receiving a tag screening request, receiving a tag appointed by a user in a tag tree-shaped directory structure as a target tag, and/or receiving a tag fuzzy attribute value input by the user, and screening a matching tag in a current directory range according to the tag fuzzy attribute value as the target tag;
outputting a check mode corresponding to the target label;
generating a screening condition according to the target label and the check mode;
and determining corresponding data items in the tag library according to the screening conditions.
7. The method of claim 1, wherein invoking the tag library to respond to a service request according to the tag configuration management after receiving a tag data service request comprises:
after receiving a tag processing request, receiving a plurality of tags selected by a user in a tag tree-shaped directory structure and condition rules set for the tags;
determining a logic operation rule among the labels;
performing semantic validity check on the label combination generated according to the logic operation rule; wherein the label combination comprises the label and a condition rule corresponding to the label;
and if the semantic validity check is passed, adding the label combination into the label tree.
8. A unified taggant management apparatus, comprising:
the data source configuration unit is used for configuring a tag library data source;
the directory structure maintenance unit is used for creating a label entity according to the user requirement and maintaining an entity tree directory structure corresponding to the label entity;
the physical data configuration unit is used for adding corresponding physical data to each label of the entity tree directory structure according to the data source and adding corresponding data service labels to the labels according to the attribute of the physical data;
the label configuration management unit is used for carrying out label configuration management according to the data service labels corresponding to the labels to obtain a label library;
and the tag data service unit is used for calling the tag library to respond to the service request according to the tag configuration management after receiving the tag data service request.
9. A unified taglibrary management apparatus, comprising:
a memory for storing a computer program;
a processor for implementing the steps of the unified tag library management method of any of claims 1 to 7 when executing said computer program.
10. A readable storage medium, characterized in that the readable storage medium has stored thereon a program which, when executed by a processor, implements the steps of the unified tag library management method according to any of claims 1 to 7.
Priority Applications (1)
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| CN112883300A (en) * | 2021-02-02 | 2021-06-01 | 广州华多网络科技有限公司 | Function label customizing method and device, equipment and medium thereof |
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| CN112733017A (en) * | 2020-12-30 | 2021-04-30 | 青岛海尔科技有限公司 | Label management method and device, storage medium and electronic device |
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| CN113177157A (en) * | 2021-04-22 | 2021-07-27 | 深圳市酷开网络科技股份有限公司 | Label separation method, device, equipment and storage medium |
| CN113343072A (en) * | 2021-05-07 | 2021-09-03 | 深圳市酷开网络科技股份有限公司 | Label query method, device, equipment and storage medium |
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| CN113794579A (en) * | 2021-07-26 | 2021-12-14 | 奇安信科技集团股份有限公司 | Label creating method, device, equipment, system and storage medium |
| CN113672633A (en) * | 2021-08-25 | 2021-11-19 | 深圳博沃智慧科技有限公司 | Label management system and method based on environment monitoring data |
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| CN113723062A (en) * | 2021-08-31 | 2021-11-30 | 远光软件股份有限公司 | Report label editing method and device, storage medium and terminal equipment |
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| CN114895875A (en) * | 2022-05-20 | 2022-08-12 | 杨云波 | Zero-code visual information system metadata production application method and system |
| CN115062056A (en) * | 2022-08-18 | 2022-09-16 | 中航信移动科技有限公司 | User searching method for civil aviation data, electronic equipment and storage medium |
| CN115600600A (en) * | 2022-10-26 | 2023-01-13 | 中电金信软件有限公司（Cn） | Label naming method and device of multi-object label system, electronic equipment and medium |
| CN115600600B (en) * | 2022-10-26 | 2023-10-17 | 中电金信软件有限公司 | Label naming method, device, electronic equipment and medium of multi-object label system |
| CN117688190A (en) * | 2023-11-24 | 2024-03-12 | 深圳市南弯数字科技有限公司 | Data acquisition method, data acquisition apparatus, and computer-readable storage medium |
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