CN115857909B - Method, device, equipment and medium for generating graph exploration analysis application - Google Patents
Method, device, equipment and medium for generating graph exploration analysis application Download PDFInfo
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- CN115857909B CN115857909B CN202310170140.2A CN202310170140A CN115857909B CN 115857909 B CN115857909 B CN 115857909B CN 202310170140 A CN202310170140 A CN 202310170140A CN 115857909 B CN115857909 B CN 115857909B
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Abstract
The invention provides a method, a device, equipment and a medium for generating a graph exploration analysis application, wherein the method comprises the following steps: the configuration process, which receives the configuration of the user through the configuration layer, obtains the configuration information required by the rendering frame; the rendering process is used for processing the graph data by using the rendering layer according to the data configuration information; meanwhile, acquiring functional components for layout, and assembling an analysis interface for an interaction layer; and in the interaction process, providing a data interaction function, a component interaction function and a exploration analysis function for an external user through an interaction layer, facing internal control data through the analysis interface, providing a exploration analysis tool of graph data for the external user for graph analysis application, and outputting an analysis conclusion. According to the method, the graph interactive application rendering is carried out based on assembly and rule setting, a user can configure various contents of the application on line, an application interface is generated by a platform, links can be generated and directly shared to an external system for use, and assembly type online of the graph analysis application is rapidly realized.
Description
Technical Field
The present invention relates to the field of graph exploration and analysis technologies, and in particular, to a method, an apparatus, a device, and a medium for generating a graph exploration and analysis application.
Background
The graph exploration analysis refers to online rendering of the associated data based on the associated data and provides online application forms such as graph data exploration, interaction, filtering, expansion, details, style design and the like. At present, the graph analysis interactive application is usually custom-developed based on requirements, the front end development of the graph analysis interactive application is relatively difficult in the prior art, repeated interaction and style requirements often exist among different applications, the overall custom-developed cost is high, and the repeated development wastes time and increases cost.
Disclosure of Invention
The invention aims to solve the technical problem by providing a method, a device, equipment and a medium for generating a graph exploration analysis application, which are used for conducting graph interaction application rendering based on assembly and rule setting, wherein a user can configure functional content, data logic, style rules and the like of the application on line, a platform can directly assemble and generate an application interface according to configuration, render various styles based on data and rules, and can generate links to be directly shared to an external system for use, so that the graph analysis application assembly type on-line is realized rapidly.
In a first aspect, the present invention provides a method for generating a graph exploration analysis application, including:
the configuration process, which receives the configuration of the user through the configuration layer, obtains the configuration information required by the rendering frame and provides the configuration information for the rendering layer, wherein the configuration information comprises data configuration information and interface function rendering configuration information;
the rendering process is used for processing the graph data by using the rendering layer according to the data configuration information; meanwhile, obtaining functional components from a functional component library, laying out each functional component based on a user task flow and an information frame by taking canvas as a center, and assembling an analysis interface for an interaction layer according to the configuration information;
and in the interaction process, providing a data interaction function, a component interaction function and a exploration analysis function for an external user through an interaction layer, facing internal control data through the analysis interface, providing a exploration analysis tool of graph data for the external user for graph analysis application, and outputting an analysis conclusion.
In a second aspect, the present invention provides a device for generating a graph exploration and analysis application, which is characterized in that: comprising the following steps:
the configuration layer is used for receiving the configuration of a user and obtaining configuration information required by the rendering framework, wherein the configuration information comprises data configuration information and interface function rendering configuration information;
the rendering layer is used for processing the graph data according to the data configuration information; meanwhile, obtaining functional components from a functional component library, laying out each functional component based on a user task flow and an information frame by taking canvas as a center, and assembling an analysis interface for an interaction layer according to the configuration information;
and the interaction layer is used for providing a data interaction function, a component interaction function and a exploration analysis function for the external user, facing the internal control data through the analysis interface, providing a exploration analysis tool of the graph data for the external user for graph analysis application and outputting an analysis conclusion.
In a third aspect, the invention provides an electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the method of the first aspect when executing the program.
In a fourth aspect, the present invention provides a computer readable storage medium having stored thereon a computer program which when executed by a processor implements the method of the first aspect.
One or more technical solutions provided in the embodiments of the present invention at least have the following technical effects or advantages: the invention relates to a graph interactive application rendering method, which adopts an assembly type design, performs graph interactive application rendering based on assembly and rule setting, and a rendering frame is composed of a configuration layer, a rendering layer and an interactive layer from bottom to top. The user can configure the visibility configuration of the applied graph nodes and graph relations, the desensitization mode of the attributes, the calculation rules of visual mapping of the colors, the sizes, the icons and the like of the nodes and the relations, and can configure the configuration information of the functions in the function areas in the graph analysis interface to the graph analysis personnel on line; the platform can directly assemble and generate an analysis interface of the application according to configuration, render various patterns based on data and rules, generate links to be directly shared for an external system to use, rapidly realize assembly type online of the graph analysis application, greatly save development cost and rapidly integrate the online application.
The foregoing description is only an overview of the present invention, and is intended to be implemented in accordance with the teachings of the present invention in order that the same may be more clearly understood and to make the same and other objects, features and advantages of the present invention more readily apparent.
Drawings
The invention will be further described with reference to examples of embodiments with reference to the accompanying drawings.
FIG. 1 is a schematic diagram of a frame of a system of the present invention;
FIG. 2 is a flow chart of a method according to a first embodiment of the invention;
FIG. 3 is a flowchart of the data sharing process according to an embodiment of the present invention;
FIG. 4 is a flowchart of the data processing process of the diagram in an embodiment of the invention;
FIG. 5 is a flow chart of the graph data filtering process in an embodiment of the invention;
FIG. 6 is a flow chart of a chart data desensitization process in an embodiment of the invention;
FIG. 7 is a flow chart of a rendering process in an embodiment of the invention;
fig. 8 is a schematic structural diagram of an electronic device in a third embodiment of the present invention;
fig. 9 is a schematic structural diagram of a medium in a fourth embodiment of the present invention.
Detailed Description
According to the method, the device, the equipment and the medium for generating the graph exploration analysis application, graph interaction application rendering is performed based on component assembly and rule setting, a user can configure functional content, data logic, style rules and the like of the application on line, a platform can generate an application interface according to configuration direct component assembly, various styles are rendered based on data and rules, links can be generated and directly shared to an external system for use, and graph analysis application assembly type online is rapidly realized.
According to the technical scheme in the embodiment of the application, the overall thought is as follows: and the assembly type design is adopted, the image interaction application rendering is carried out based on assembly and rule setting, and the rendering frame consists of a configuration layer, a rendering layer and an interaction layer from bottom to top. The user can configure the visibility configuration of the applied graph nodes and graph relations, the desensitization mode of the attributes, the calculation rules of visual mapping of the colors, the sizes, the icons and the like of the nodes and the relations, and can configure the configuration information of the functions in the function areas in the graph analysis interface to the graph analysis personnel on line; the platform can directly assemble and generate an analysis interface of the application according to configuration, render various patterns based on data and rules, generate links to be directly shared for an external system to use, rapidly realize assembly type online of the graph analysis application, greatly save development cost and rapidly integrate the online application.
The graph interactive application rendering is realized based on a componentized and assembled rendering frame, and as shown in fig. 1, the rendering frame is composed of a configuration layer, a rendering layer and an interaction layer from bottom to top; the configuration layer comprises interface function configuration information required by the rendering layer, data conversion and visual mapping configuration information; the rendering layer comprises two modules, namely a data conversion and visual mapping module and an interface function rendering module; the interface rendering module lays out each functional component based on the user task flow and the information frame by taking the data configuration information in the configuration layer as a basis, relying on a self-built component library and taking canvas as a center, and the functional components are placed at proper positions according to the respective functions and are assembled according to the configuration information; the interaction layer provides functions of component interaction, data interaction, exploration analysis and the like for the user, helps the user to explore and analyze in mass data, and finally obtains a desired conclusion.
Example 1
As shown in fig. 2, the present embodiment provides a method for generating a graph exploration and analysis application, including:
the configuration process, which receives the configuration of the user through the configuration layer, obtains the configuration information required by the rendering frame and provides the configuration information for the rendering layer, wherein the configuration information comprises data configuration information and interface function rendering configuration information;
a rendering process, as shown in fig. 7, processes the graph data by the rendering layer based on the data configuration information; meanwhile, obtaining functional components from a functional component library, laying out each functional component based on a user task flow and an information frame by taking canvas as a center, and assembling an analysis interface for an interaction layer according to the configuration information;
and in the interaction process, providing a data interaction function, a component interaction function and a exploration analysis function for an external user through an interaction layer, facing internal control data through the analysis interface, providing a exploration analysis tool of graph data for the external user for graph analysis application, and outputting an analysis conclusion.
Wherein, as a better or more specific implementation manner of the embodiment, the method further includes:
in the sharing process, as shown in fig. 3, after the user completes the graph analysis application, a webpage link which can be directly accessed in the browser is generated according to the sharing of the user, and is provided for an external user to perform service integration online; and after the external user is online in the service integration and completes the graph analysis application, the webpage link which can be directly accessed in the browser can be generated again according to the sharing of the external user, and so on.
The data configuration information comprises graph node and graph relation visibility configuration information (comprising names, visibility and default patterns of the graph nodes or the graph relations), attribute desensitization mode configuration information (an attribute list of the graph nodes or the graph relations) and configuration information of visual mapping calculation rules of the graph nodes and the graph relations;
the interface function rendering configuration information is configured in two levels of function modules and function items.
As shown in fig. 4, the processing of the graph data includes filtering, desensitizing, and style calculation;
the filtering is to acquire graph data from a graph data resource pool, and then filter the graph data through a data filter according to the visibility of graph nodes and graph relations and the visibility of attributes in configuration information to obtain filtered data; the graph data filtering flow is specifically shown in fig. 5, in which nodes and relationships are filtered first, and when the nodes and relationships have been filtered, attribute field filtering is not performed. And after the attribute filtering is finished, transmitting the data to a data desensitization link.
The desensitization is to desensitize the graph nodes and the graph relationship attributes in the filtered data according to the configured desensitization rule type to obtain desensitized data; the data desensitization flow of the graph is shown in fig. 6, the data desensitization flow desensitizes unfiltered nodes and relation attributes, when nodes are not configured with desensitization rules, the nodes are directly skipped, when the desensitization rules are configured, the attributes are desensitized according to rules according to the types of the configured desensitization rules, various desensitization rules (such as front desensitization, rear desensitization, middle desensitization and the like) are supported, and after the desensitization is completed, the data is transmitted to a style calculation link.
The style calculation is to calculate the attributes of the nodes and the relations according to style rules, and configure different visual styles for the graph nodes and the graph relations in the desensitized data so as to express different service information;
in the style calculation, one type of graph node or graph relation supports a plurality of style rules, different style rules have different style designs and rule calculation logic, and when a plurality of style rules are hit at the same time, the style rules configured later cover the style rules configured previously; when either rule is missed by a graph node or graph relationship, a default configuration of the graph node or graph relationship is used.
The various functional components of the functional component library comprise file operation functional components, algorithm analysis components and the like; and the analysis interface supports hot plug of each functional component, namely after configuration is changed, the display and hiding of each component can be controlled by refreshing the interface according to the latest configuration.
Based on the same inventive concept, the present application also provides a device corresponding to the method in the first embodiment, and details of the second embodiment are described in the following.
Example two
As shown in fig. 1, in this embodiment, there is provided a generating apparatus of a graph exploration analysis application, including:
the configuration layer is used for receiving the configuration of a user and obtaining configuration information required by the rendering framework, wherein the configuration information comprises data configuration information and interface function rendering configuration information;
a rendering layer, as shown in fig. 7, for processing the graph data based on the data configuration information; meanwhile, obtaining functional components from a functional component library, laying out each functional component based on a user task flow and an information frame by taking canvas as a center, and assembling an analysis interface for an interaction layer according to the configuration information;
and the interaction layer is used for providing a data interaction function, a component interaction function and a exploration analysis function for the external user, facing the internal control data through the analysis interface, providing a exploration analysis tool of the graph data for the external user for graph analysis application and outputting an analysis conclusion.
Wherein, as a better or more specific implementation manner of this embodiment, the apparatus further includes:
the sharing module, as shown in fig. 3, is configured to generate, according to sharing of the user, a web page link that can be directly accessed in the browser after the user completes the graph analysis application, and provide the web page link to an external user for service integration online; and after the external user is online in the service integration and completes the graph analysis application, the webpage link which can be directly accessed in the browser can be generated again according to the sharing of the external user, and so on.
As shown in fig. 1, the configuration layer includes a data conversion, visual mapping configuration module and an interface function rendering configuration module; the data conversion and visual mapping configuration module is used for receiving data configuration information, and the interface function rendering configuration module is used for receiving the interface function rendering configuration information;
the data configuration information comprises graph node and graph relation visibility configuration information (comprising names, visibility and default patterns of the graph nodes or the graph relations), attribute desensitization mode configuration information (an attribute list of the graph nodes or the graph relations) and configuration information of visual mapping calculation rules of the graph nodes and the graph relations;
the interface function rendering configuration information is configured in two levels of function modules and function items.
As shown in fig. 1, the rendering layer is provided with a data conversion module, a visual mapping module and an interface function rendering module; the data conversion and visual mapping module is used for acquiring the graph data from the graph data resource pool based on the data configuration information and processing the graph data; the interface function rendering module is used for acquiring functional components from the functional component library, laying out each functional component based on a user task flow and an information frame by taking canvas as a center, and assembling an analysis interface for an interaction layer according to the configuration information;
as shown in fig. 4, the processing of the graph data includes filtering, desensitizing, and style calculation; the filtering is to acquire graph data from a graph data resource pool, and then filter the graph data through a data filter according to the visibility of graph nodes and graph relations and the visibility of attributes in configuration information to obtain filtered data;
the filtering is to acquire graph data from a graph data resource pool, and then filter the graph data through a data filter according to the visibility of graph nodes and graph relations and the visibility of attributes in configuration information to obtain filtered data; the specific flow is shown in fig. 5, where the node and relationship hierarchy is filtered first, and when the node and relationship have been filtered, the attribute field filtering is not performed. And after the attribute filtering is finished, transmitting the data to a data desensitization link.
The desensitization is to desensitize the graph nodes and the graph relationship attributes in the filtered data according to the configured desensitization rule type to obtain desensitized data; the specific flow is shown in fig. 6, the data desensitization flow desensitizes unfiltered nodes and relationship attributes, when nodes are not configured with desensitization rules, the nodes are skipped directly, when the desensitization rules are configured, the attributes are desensitized according to rules according to the configured desensitization rule types, multiple desensitization rules (such as front desensitization, rear desensitization, middle desensitization and the like) are supported, and after the desensitization is completed, the data is transmitted to a style calculation link.
The style calculation is to calculate the attributes of the nodes and the relations according to style rules, and configure different visual styles for the graph nodes and the graph relations in the desensitized data so as to express different service information;
in the style calculation, one type of graph node or graph relation supports a plurality of style rules, different style rules have different style designs and rule calculation logic, and when a plurality of style rules are hit at the same time, the style rules configured later cover the style rules configured previously; when either rule is missed by a graph node or graph relationship, a default configuration of the graph node or graph relationship is used.
The various functional components of the functional component library comprise file operation functional components, algorithm analysis components and the like; and the analysis interface supports hot plug of each functional component, namely after configuration is changed, the display and hiding of each component can be controlled by refreshing the interface according to the latest configuration.
Since the device described in the second embodiment of the present invention is a device for implementing the method described in the first embodiment of the present invention, based on the method described in the first embodiment of the present invention, a person skilled in the art can understand the specific structure and the deformation of the device, and thus the detailed description thereof is omitted herein. All devices used in the method according to the first embodiment of the present invention are within the scope of the present invention.
Based on the same inventive concept, the application provides an electronic device embodiment corresponding to the first embodiment, and the details of the third embodiment are described in detail.
Example III
The present embodiment provides an electronic device, as shown in fig. 8, including a memory, a processor, and a computer program stored in the memory and capable of running on the processor, where any implementation of the first embodiment may be implemented when the processor executes the computer program.
Since the electronic device described in this embodiment is a device for implementing the method described in the first embodiment of the present application, those skilled in the art will be able to understand the specific implementation of the electronic device and various modifications thereof based on the method described in the first embodiment of the present application, so how the method described in the embodiment of the present application is implemented in this electronic device will not be described in detail herein. The apparatus used to implement the methods of the embodiments of the present application are within the scope of what is intended to be protected by the present application.
Based on the same inventive concept, the application provides a storage medium corresponding to the first embodiment, and the details of the fourth embodiment are described in detail.
Example IV
The present embodiment provides a computer readable storage medium, as shown in fig. 9, on which a computer program is stored, which when executed by a processor, can implement any implementation of the first embodiment.
The method, the device, the system, the equipment and the medium provided by the embodiment of the application have at least the following technical effects or advantages: the invention relates to a graph interactive application rendering method, which adopts an assembly type design, performs graph interactive application rendering based on assembly and rule setting, and a rendering frame is composed of a configuration layer, a rendering layer and an interactive layer from bottom to top. The user can configure the visibility configuration of the applied graph nodes and graph relations, the desensitization mode of the attributes, the calculation rules of visual mapping of the colors, the sizes, the icons and the like of the nodes and the relations, and can configure the configuration information of the functions in the function areas in the graph analysis interface to the graph analysis personnel on line; the platform can directly assemble and generate an analysis interface of the application according to configuration, render various patterns based on data and rules, generate links to be directly shared for an external system to use, rapidly realize assembly type online of the graph analysis application, greatly save development cost and rapidly integrate the online application.
It will be apparent to those skilled in the art that embodiments of the present invention may be provided as a method, apparatus or system, or a computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems) and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flowchart illustrations and/or block diagrams, and combinations of flows and/or blocks in the flowchart illustrations and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
While specific embodiments of the invention have been described above, it will be appreciated by those skilled in the art that the specific embodiments described are illustrative only and not intended to limit the scope of the invention, and that equivalent modifications and variations of the invention in light of the spirit of the invention will be covered by the claims of the present invention.
Claims (8)
1. The method for generating the graph exploration and analysis application is characterized by comprising the following steps of: comprising the following steps:
the configuration process, which receives the configuration of the user through the configuration layer, obtains the configuration information required by the rendering frame and provides the configuration information for the rendering layer, wherein the configuration information comprises data configuration information and interface function rendering configuration information; the data configuration information comprises visibility configuration information of graph nodes and graph relations, desensitization mode configuration information of attributes and configuration information of visual mapping calculation rules of the graph nodes and the graph relations; the interface function rendering configuration information is configured in two levels of a function module and a function item;
the rendering process is used for processing the graph data by using the rendering layer according to the data configuration information; meanwhile, obtaining functional components from a functional component library, laying out each functional component based on a user task flow and an information frame by taking canvas as a center, and assembling an analysis interface for an interaction layer according to the configuration information; the processing of the graph data comprises filtering, desensitizing and style calculation; the filtering is to acquire graph data from a graph data resource pool, and then filter the graph data through a data filter according to the visibility of graph nodes and graph relations and the visibility of attributes in configuration information to obtain filtered data; the desensitization is to desensitize the graph nodes and the graph relationship attributes in the filtered data according to the configured desensitization rule type to obtain desensitized data; the style calculation is to calculate the attributes of the nodes and the relations according to style rules, and configure different visual styles for the graph nodes and the graph relations in the desensitized data so as to express different service information; in the style calculation, one type of graph node or graph relation supports a plurality of style rules, different style rules have different style designs and rule calculation logic, and when a plurality of style rules are hit at the same time, the style rules configured later cover the style rules configured previously; the style rule supports multi-attribute logic operation, and when the logic operation result is true, the corresponding style rule is hit by representing the current graph node or graph relation; when any rule is not hit by the graph node or the graph relationship, default configuration of the graph node or the graph relationship is used;
and in the interaction process, providing a data interaction function, a component interaction function and a exploration analysis function for an external user through an interaction layer, facing internal control data through the analysis interface, providing a exploration analysis tool of graph data for the external user for graph analysis application, and outputting an analysis conclusion.
2. The method according to claim 1, characterized in that: further comprises:
the sharing process includes the steps that after a user completes graph analysis application, a webpage link which can be directly accessed in a browser is generated according to sharing of the user, and the webpage link is provided for an external user to conduct business integration online; and after the external user is online in the service integration and completes the graph analysis application, the webpage link which can be directly accessed in the browser can be generated again according to the sharing of the external user, and so on.
3. A graph exploration and analysis application generating device, characterized in that: comprising the following steps:
the configuration layer is used for receiving the configuration of a user and obtaining configuration information required by the rendering framework, wherein the configuration information comprises data configuration information and interface function rendering configuration information; the data configuration information comprises visibility configuration information of graph nodes and graph relations, desensitization mode configuration information of attributes and configuration information of visual mapping calculation rules of the graph nodes and the graph relations; the interface function rendering configuration information is configured in two levels of a function module and a function item;
the rendering layer is used for processing the graph data according to the data configuration information; meanwhile, obtaining functional components from a functional component library, laying out each functional component based on a user task flow and an information frame by taking canvas as a center, and assembling an analysis interface for an interaction layer according to the configuration information; the processing of the graph data comprises filtering, desensitizing and style calculation; the filtering is to acquire graph data from a graph data resource pool, and then filter the graph data through a data filter according to the visibility of graph nodes and graph relations and the visibility of attributes in configuration information to obtain filtered data; the desensitization is to desensitize the graph nodes and the graph relationship attributes in the filtered data according to the configured desensitization rule type to obtain desensitized data; the style calculation is to calculate the attributes of the nodes and the relations according to style rules, and configure different visual styles for the graph nodes and the graph relations in the desensitized data so as to express different service information; in the style calculation, one type of graph node or graph relation supports a plurality of style rules, different style rules have different style designs and rule calculation logic, and when a plurality of style rules are hit at the same time, the style rules configured later cover the style rules configured previously; the style rule supports multi-attribute logic operation, and when the logic operation result is true, the corresponding style rule is hit by representing the current graph node or graph relation; when any rule is not hit by the graph node or the graph relationship, default configuration of the graph node or the graph relationship is used;
and the interaction layer is used for providing a data interaction function, a component interaction function and a exploration analysis function for the external user, facing the internal control data through the analysis interface, providing a exploration analysis tool of the graph data for the external user for graph analysis application and outputting an analysis conclusion.
4. A device according to claim 3, characterized in that: further comprises:
the sharing module is used for generating a webpage link which can be directly accessed in the browser according to the sharing of the user after the user completes the graph analysis application, and providing the webpage link for the external user to perform service integration online; and after the external user is online in the service integration and completes the graph analysis application, the webpage link which can be directly accessed in the browser can be generated again according to the sharing of the external user, and so on.
5. A device according to claim 3, characterized in that: the configuration layer comprises a data conversion, visual mapping configuration module and an interface function rendering configuration module; the data conversion and visual mapping configuration module is used for receiving data configuration information, and the interface function rendering configuration module is used for receiving the interface function rendering configuration information.
6. A device according to claim 3, characterized in that: the rendering layer is provided with a data conversion, visual mapping module and an interface function rendering module; the data conversion and visual mapping module is used for acquiring the graph data from the graph data resource pool based on the data configuration information and processing the graph data; the interface function rendering module is used for acquiring the function components from the function component library, laying out the function components based on the user task flow and the information frame by taking canvas as a center, and assembling an analysis interface for the interaction layer according to the configuration information.
7. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, characterized in that the processor implements the method of claim 1 or 2 when executing the program.
8. A computer readable storage medium, on which a computer program is stored, characterized in that the program, when being executed by a processor, implements the method according to claim 1 or 2.
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| 大规模图数据匹配技术综述;于静;刘燕兵;张宇;刘梦雅;谭建龙;郭莉;;计算机研究与发展(第02期);第391-406页 * |
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