CN113987384A - Page self-defining method for situation awareness large screen - Google Patents
Page self-defining method for situation awareness large screen Download PDFInfo
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Abstract
The disclosure relates to a situation awareness large-screen page self-defining method, which comprises the following steps: evaluating security threats of the data to be visualized by means of situational awareness to determine further decisions and actions to be taken on the visualized data; and processing the visualized data according to the determined decision and action, and then performing large-screen page configuration and displaying the configured large-screen page. The method and the device sample the component library and display mode to perform page customization, so that the customization operation is simple and convenient, and the customization degree is improved.
Description
Technical Field
The disclosure relates to a page self-defining method of a situation awareness large screen. More specifically, the present disclosure relates to a method for performing page customization by sampling the component library + display mode.
Background
With the rapid development of computer and network industries, various industries have been unable to keep away with various computer devices. The computer is invented for numerical calculation and data processing, and the required calculation can be carried out on complex and abstract data through the computer, but the calculated data is still too abstract for the public, and the threshold for reading and understanding the data is too high without professional data knowledge, so that a new demand point, namely data visualization, is developed according to the situation.
As another important requirement for computer equipment, security assurance has also developed a new trend, situation awareness, in recent years. Situation awareness is an environment-based ability for dynamically and integrally knowing about security risks, and based on self security big data, operations such as discovery, identification, understanding, analysis, response and treatment and the like are carried out on security threats from an integral and global perspective, so that next decision and action are carried out.
The situation awareness related services are rapidly developed, so that the data visualization requirements are particularly urgent, wherein a situation awareness large-screen page is taken as a key ring of the visualization requirement point, and the situation awareness related services are rapidly developed in recent years. Different requirements are provided for the emphasis points of the large-screen display contents aiming at different scenes, different services and users with different roles. The large screen is high in customization degree and long in development period, and the novel page custom height configuration method of the situation awareness large screen, namely the component library mode, is provided by the disclosure aiming at the relevant defects of the past situation awareness large screen page technology.
A common large screen in the prior art makes a related business logic module according to requirements put forward by a user in an earlier stage and designs a large screen display page, then the large screen display page is developed by development, when the user needs to change large screen content or has new requirements or needs to adjust the size of the display content for some reasons, the whole page needs to be developed again, and more manpower, material resources and time are consumed.
Although the large screen content of the system configuration in the prior art can be changed without redevelopment, a plurality of contents need to be configured in the system, and no intuitive effect diagram display (list selection in the system configuration and no content display) exists, and the system configuration in the prior art still needs to be redeveloped when a user needs a new display mode of certain data.
Therefore, a new screen customization solution for dealing with the current situation that the existing situation-aware large screen cannot be customized or the customization degree is low is needed.
Disclosure of Invention
The present disclosure provides a highly customized editing configuration mode for large-screen pages to solve the above-mentioned problems in the prior art, including content customization, attribute customization, and layout customization. The efficient configuration template has the advantages of reserving technology, intelligent automatic layout technology, simple component library editing mode and accurate algorithm recommendation function.
According to one aspect of the disclosure, a method for self-defining a page of a situation-aware large screen is provided, which includes the following steps: evaluating security threats of the data to be visualized by means of situational awareness to determine further decisions and actions to be taken on the visualized data; and processing the visualized data according to the determined decision and action, and then performing large-screen page configuration and displaying the configured large-screen page.
According to one embodiment of the disclosure, the situation awareness is based on the environment, dynamic and overall security risk awareness capacity, and based on the own security big data, the operations including discovery identification, understanding analysis and response handling are carried out on the security threats from the overall and global perspective so as to determine further decisions and actions to be taken on the visual data.
According to one embodiment of the present disclosure, the decision includes whether to perform large-screen page customization, whether to perform customization on the page content, whether to perform customization on the attribute of the visual component, and whether to perform page layout customization, and the action taken includes: if large-screen page self-definition needs to be carried out on the data to be visualized, whether the page content needs to be subjected to self-definition is further confirmed; if the page content needs to be customized, the page content is customized to configure a template by the customized page content, and if the page content does not need to be customized, an existing page content configuration template is recommended or selected; customizing a visual component module by adopting a component library and display mode based on a customized page content configuration template or a recommended or selected existing page content configuration template; determining whether the attribute of the visual component needs to be customized, if so, automatically adjusting the attribute to the required style according to the situation perception requirement to obtain a customized component attribute template, and if not, recommending or selecting the existing component attribute template; judging whether page layout self-definition is needed, if so, laying out a self-defined visual component module on the whole large-screen page based on a self-defined component attribute template or an existing component attribute template according to the requirement of a user to generate a self-defined page layout template; and if large-screen page self-definition needs to be carried out on the data to be visualized, the self-defined page layout template is stored and used, and if large-screen page self-definition does not need to be carried out on the data to be visualized, the existing large-screen page historical layout template is directly used.
According to one embodiment of the disclosure, sampling the component library and displaying the mode self-defining visual component module comprises storing the configured visual module in the component library, when a user has a new requirement, selecting the function of the self-defining component module, selecting the group of data to be self-defined, and then selecting the desired displaying mode and other functions to complete the configuration of the new module.
According to one embodiment of the present disclosure, the visualization module comprises a module for recommending a default algorithm, a module for components explicitly required by a user, and a module for storing user past configuration, wherein the display modes include a pie chart, a trend chart, and a display mode recommended according to data display, and wherein the other functions include a title and a banner.
According to one embodiment of the disclosure, the step of sampling the component library and displaying the customized visual component module comprises the step of directly selecting the existing component module, and changing the functions of the component module and adding and deleting effects.
According to one embodiment of the disclosure, sampling the component library + display mode customized visual component module comprises directly using a one-key recommendation function, and skipping a customized configuration operation.
According to one embodiment of the disclosure, the customizing of the page content includes adapting and meeting the attribute requirements of a part of visualization component modules, which are required to be adjusted by a user, for the configured visualization component modules in the component library aiming at terminal devices with different types of sizes, proportions and resolutions, wherein the attributes of the visualization component modules include the sizes, color styles, fonts and backgrounds of the visualization component modules.
According to one embodiment of the present disclosure, the performing large-screen page configuration includes directly clicking editing in the large-screen page to enter a page layout editing function, provides three modes of a recommended page layout template, a page historical layout template and a self-defined page layout template when editing the page layout, wherein the recommended page layout template presents default page layouts and content according to the entered data and algorithms, the historical page layout template is a previously configured page layout template for the user, when the user-defined page layout template is edited, the large-screen page adopts a layer mode, the content is activated', and a user lays a user-defined visual component module on the whole large-screen page based on the user-defined component attribute template or the existing component attribute template through operation modes including dragging, checking and keyboard direction control in a component library so as to generate the user-defined page layout template.
According to the technical scheme, the novel component library configuration mode is originally disclosed, and a user can configure a visual data display mode, component functions and the like in a user-defined mode, so that component modules in the component library are formed, and an editing mode, the size and the position of a user-defined component and the layout content of a large-screen page can be directly started in a page. The recommendation function and the configuration storage function (skipping user-defined operation) are provided, the high-degree personalized requirement of the large-screen page of the user is met, the problem that the large-screen page user needs to develop again when wanting to perform user-defined configuration is solved, the user can conveniently change and adjust the content of the large-screen page at any time, a large amount of manpower and material resources are saved, the operation is simple and convenient, and the user-defined degree is high.
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The above and other objects, features and advantages of the present disclosure will become more apparent by describing in detail exemplary embodiments thereof with reference to the attached drawings. The drawings described below are merely some embodiments of the present disclosure, and other drawings may be derived from those drawings by those of ordinary skill in the art without inventive effort.
FIG. 1 illustrates a flow chart of a situation aware large screen page customization method according to the present disclosure.
Detailed Description
In the following description of the embodiments of the present disclosure, it is noted that in the interest of brevity and conciseness, not all features of an actual implementation may be described in detail in this specification. It should be appreciated that in the development of any such actual implementation, as in any engineering or design project, numerous implementation-specific decisions are made to achieve the developers' specific goals, such as compliance with system-related and business-related constraints, which may vary from one implementation to another. Moreover, it should be further appreciated that such a development effort might be complex and tedious, but would nevertheless be a routine undertaking of design, fabrication, and manufacture for those of ordinary skill having the benefit of this disclosure, and it will be appreciated that such a development effort might be complex and tedious.
Unless otherwise defined, technical or scientific terms used in the claims and the specification should have the ordinary meaning as understood by those of ordinary skill in the art to which this disclosure belongs. The use of "first," "second," and similar terms in the description and claims of the present disclosure are not intended to indicate any order, quantity, or importance, but rather are used to distinguish one element from another. The terms "a" or "an," and the like, do not denote a limitation of quantity, but rather denote the presence of at least one. The word "comprising" or "comprises", and the like, means that the element or item appearing before "comprises" or "comprising" covers the element or item listed after "comprising" or "comprises" and its equivalent, and does not exclude other elements or items.
Data visualization is a scientific and technical study on the visual manifestation of data. The visual representation of such data is defined as a kind of information extracted in a certain summary form, including various attributes and variables of the corresponding information unit.
In order to deal with the current situation that the existing situation perception large screen cannot be customized or the customization degree is low in the field of data visualization, the method for highly customizing the large screen page configuration comprises content customization, attribute customization and layout customization.
FIG. 1 illustrates a flow chart of a situation aware large screen page customization method according to the present disclosure. In step 101, data that needs to be visualized is imported.
In step 102, the situation awareness large-screen page customization is performed on the imported data which needs to be visualized. Situation awareness is an environment-based ability for dynamically and integrally knowing about security risks, and based on self security big data, operations such as discovery, identification, understanding, analysis, response and treatment and the like are carried out on security threats from an integral and global perspective, so that next decision and action are carried out.
After the situation-aware large-screen customization is performed on the data to be visualized, in step 103, whether a historical template suitable for large-screen page customization exists in the user is judged according to operations of discovery, identification, understanding, analysis, response, disposal and the like of security threats by the situation-aware large-screen customization.
If it is determined in step 103 that a suitable large-screen page historical layout template exists for the user, the process jumps to step 104, where the process determines whether the existing large-screen page historical layout template is selected for system configuration. If it is determined in step 104 that an existing large screen page historical layout template has been selected, the process proceeds to step 117.
If it is determined in step 103 that there is no historical layout template for the large-screen page that is appropriate for the user, or, for example, when the user is not satisfied with the set of data presentation component modules in step 104 (e.g., if the set of data is not visually presented in a bar chart, when a change to a line chart or other chart or table is desired, or when some drill-down is added to the chart, or a hover effect is created), the process jumps to step 105, where a custom configuration of the large-screen page for the data that needs to be visualized is initiated.
After the user-defined configuration of the large-screen page for the data needing visualization is started, in step 107, it is determined whether the user-defined configuration of the page content is to be performed according to situation awareness. If custom configuration of the page content is desired, the page content is custom configured in step 108 and the process proceeds to step 110.
If it is confirmed in step 107 that no custom configuration of the page content is required based on situational awareness, then an existing page content configuration template is recommended or selected in step 109 and the process proceeds to step 110.
In step 110, a visualization component module is generated based on the customized page content configuration template of step 108 or the existing page content configuration template recommended or selected in step 109.
More specifically, in step 110, a visual component module is generated (customized) by using a component library + display mode. The method comprises the steps that configured visualization modules (including a recommended default algorithm component module, a component module with clear requirements of a user and a component module stored in current configuration of the user) are stored in a component library, when the user has new requirements, the function of the self-defined component module can be selected, the group of data which is required to be self-defined is selected, a desired display mode (such as a pie chart, a trend chart and the like, the algorithm can also recommend the display mode according to the data) and other functions (such as content increase of titles, banners and the like, mouse effects and the like) are selected, and the configuration of the new module is completed; the existing component module can be directly selected to carry out operations such as changing the functions of the component module, adding and deleting effects and the like, so that the effect of the component module which can be highly customized is achieved (the one-key recommending function can also be directly used, and the user-defined configuration operation is skipped).
Therefore, the component module customization comprises component module content customization, data presentation algorithm recommendation and user configuration template retention technology.
Next, in step 111, it is determined whether the properties of the visualization component need to be customized. According to embodiments of the present disclosure, the properties of the visualization component include, but are not limited to, the size, color style, font, background, etc. properties of the visualization component module.
If it is determined in step 111 that the properties of the visual component need to be customized, then in step 112 the properties are self-adjusted to a preferred or required style in accordance with situational awareness and user preferences to obtain a customized component property template and the process proceeds to step 114.
Specifically, step 112 customizes the properties of the visualization component module. In the process of customizing the attributes of the visual component modules, the visual component modules configured in the component library are adapted and meet the attribute requirements of a part of visual component modules which are required to be adjusted by a user aiming at terminal equipment with different types of sizes, proportions and resolutions, and the visual component module attribute customizing function is provided, so that the user can change the attributes of the visual component modules such as the sizes, the color styles, the fonts and the backgrounds at any time and adjust the attributes into favorite or required style attributes by himself.
Therefore, the visual component module attribute customization comprises component module attribute customization, data presentation style algorithm recommendation (according to data dimension and user preference dimension), and user configuration template retention technology.
If it is determined in step 111 that the properties of the visual component do not need to be customized, then an existing component property template is recommended or selected in step 113 and the process proceeds to step 114.
In step 114, it is determined whether a page layout customization is required according to the situation awareness. If page layout customization is required, the process proceeds to step 115, where the page layout is customized and the process proceeds to step 117.
Specifically, step 115 implements page layout customization. In this step 115, for the entire page, the present disclosure provides a completely new component library editing configuration page layout approach: the user can directly click and edit in the large-screen page to enter the page layout editing function, and three modes of a recommended page layout template, a page historical layout template (previously configured by the user) and a self-defined page layout template are provided during page layout editing. The recommended page layout template will present the default page layout and content according to the entered data and algorithms. The page historical layout template is a page layout template configured by a user before, and a plurality of sets can be reserved. When the user-defined page layout template is edited, the large-screen page adopts a layer mode, the content is all activated', a user can drag, select, control the direction of a keyboard and other operation modes in a component library, the components with the content and the attributes which are configured in a user-defined mode in the steps 110 and 112 are placed at the positions (such as the center, the upper left and the like) which the user wants to place, and the large-screen page template with the layout which is just defined by the user can be stored and directly used after the configuration of the whole page layout is finished and the configuration is stored.
Therefore, the page layout customization comprises the large-screen page overall layout customization, the page layout algorithm recommendation, the page customized layout non-overlapping technology, the page blank code-free filling technology, the user configuration template reservation technology and the automatic sequencing function.
If it is determined in step 114 that no page layout customization is required, then the current large screen template configuration is saved in step 116 and the process proceeds to step 117.
In step 117, the page history layout template or the customized large screen template is enabled for large screen configuration.
Finally, the configured situational awareness large screen page is presented in step 118.
Therefore, as shown in fig. 1, the custom large screen page configuration method according to the present disclosure mainly includes component module customization (step 110), visualization component module attribute customization (step 112), and page layout customization (step 115).
In addition, according to the embodiment shown in fig. 1, after the situation awareness evaluates the security threat of the data to be visualized, the decision made by the process includes whether a history template suitable for the situation awareness large-screen page customization exists for the user (step 103), whether an existing page history layout template is selected for system configuration (step 104), whether the page content needs to be customized (step 107), whether the attribute of the visualization component needs to be customized (111), and whether page layout customization needs to be performed (114), and the action taken by the process is a step of implementing the corresponding decision.
According to the technical scheme, the novel component library configuration mode is originally disclosed, and a user can configure a visual data display mode, component functions and the like in a user-defined mode, so that component modules in the component library are formed, and an editing mode, the size and the position of a user-defined component and the layout content of a large-screen page can be directly started in a page. The recommendation function and the configuration storage function (skipping user-defined operation) are provided, the high-degree personalized requirement of the large-screen page of the user is met, the problem that the large-screen page user needs to develop again when wanting to perform user-defined configuration is solved, the user can conveniently change and adjust the content of the large-screen page at any time, a large amount of manpower and material resources are saved, the operation is simple and convenient, and the user-defined degree is high.
In other words, the self-defining of the ultrahigh pertinacious disease configuration of the large-screen page mainly comprises component module self-defining, visual component module attribute self-defining and large-screen page layout self-defining. The self-defining of the traditional or existing configuration selection of the component module needs to carry out system configuration, the existing configuration selection is selected from a text or picture list, when a user is unsatisfied with a certain group of data display component modules (if the user feels that a certain group of data is displayed by a bar chart not directly, and wants to be changed into a broken line chart or other charts or tables or adds some drilling down in the chart and a hover effect), a developer needs to redevelop the content required by the user aiming at the type of data, the efficiency is low and the cost is high, so in order to solve the problem, a component library and display mode self-defining technical solution is provided: storing a configured visualization module (comprising a recommended default algorithm module, a module for user to clearly demand and a module for user to configure and store in the past), selecting a user-defined module function when a user has a new demand, selecting a group of data to be defined, selecting a desired display mode (such as a pie chart, a trend chart and the like, and the algorithm can also recommend the display mode according to the data) and other functions (such as content increase of titles, banners and the like, mouse effect and the like), and completing the configuration of the new module; the existing component module can be directly selected to carry out operations such as changing the functions of the component module, adding and deleting effects and the like, so that the effect of the component module which can be highly customized is achieved (the one-key recommending function can also be directly used, and the user-defined configuration operation is skipped). The method is characterized in that the visualization component module attribute is customized, for the configured visualization component modules in the component library, the function of customizing the visualization component module attribute is provided aiming at the adaptation of terminal equipment with different types of sizes, proportions and resolutions and meeting the requirement that a user wants to adjust the attribute of part of visualization component modules, and the user can change the size, color style, font, background and other attributes of the visualization component modules at any time and adjust the attributes into favorite or required style attributes by himself. The large-screen page layout is self-defined, and for the whole page, the invention provides a brand-new layout mode for editing and configuring the page by the component library: the user can directly click and edit in the large-screen page to enter a page editing function, three modes of recommending template page layout, historical template page layout (previously configured by the user) and self-defining large-screen page layout are provided during large-screen page layout editing, the recommending template can display default large-screen page layout and content according to input data and an algorithm, and the historical template page layout is previously configured by the user and can be reserved in multiple sets; when the layout of the large-screen page is customized and edited, the large-screen page adopts a layer mode, the content is all activated', a user can drag, select and control the keyboard direction in a component library, and the components with the customized and configured content and attributes in the components (1) and (2) are placed at the positions (such as the center, the upper left and the like) where the user wants to place, and the large-screen layout of the user just customized layout can be stored and directly used after the configuration of the whole page layout is finished and the configuration is stored.
Besides the characteristics of high self-defined content, in the implementation process, in the self-definition of the component module, the method comprises the following steps: self-defining the content of the component module, recommending a data display mode algorithm and configuring a template retention technology by a user. In visualization component module property customization: self-defining component module attributes, recommending a data display style algorithm (according to data dimensions and user preference dimensions), and configuring a template retention technology by a user. In large screen page layout customization: the method comprises the steps of large-screen page overall layout customization, page layout algorithm recommendation, a page customized layout non-overlapping technology, a page blank code-free filling technology, a user configuration template retention technology and an automatic sequencing function. Therefore, by adopting the original novel component library configuration mode, a user can configure a visual data display mode, component functions and the like in a user-defined mode, so that the individual component modules in the component library are formed, and the editing mode, the size and the position of the components and the layout content of the large-screen page can be directly started in the page. The recommendation function and the configuration storage function are provided (the operation of the user-defined province is skipped), the high-degree personalized requirement of the large-screen page of the user is met, the problem that the user of the large-screen page needs to develop again when wanting to perform the user-defined configuration is solved, the user can conveniently change and adjust the content of the large-screen page at any time, a large amount of manpower and material resources are saved, the operation is simple and convenient, and the user-defined degree is high.
The basic principles of the present disclosure have been described above in connection with specific embodiments, but it should be noted that it will be understood by those skilled in the art that all or any of the steps of the method of the present disclosure may be implemented in any computing device (including processors, storage media, etc.) or network of computing devices, in hardware, firmware, software, or a combination thereof, which can be implemented by those skilled in the art using their basic programming skills after reading the description of the present disclosure.
Thus, the objects of the present disclosure may also be achieved by running a program or a set of programs on any computing device. The computing device may be a general purpose device as is well known. Thus, the objects of the present disclosure may also be achieved solely by providing a program product comprising program code for implementing the method or system. That is, such a program product also constitutes the present disclosure, and a storage medium storing such a program product also constitutes the present disclosure. It is to be understood that the storage medium may be any known storage medium or any storage medium developed in the future.
It is also noted that in the methods of the present disclosure, the steps may be decomposed and/or recombined. These decompositions and/or recombinations are to be considered equivalents of the present disclosure. Also, the steps of executing the series of processes described above may naturally be executed chronologically in the order described, but need not necessarily be executed chronologically. Some steps may be performed in parallel or independently of each other.
The above detailed description should not be construed as limiting the scope of the disclosure. Those skilled in the art will appreciate that various modifications, combinations, sub-combinations, and substitutions can occur, depending on design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present disclosure should be included in the scope of protection of the present disclosure.
Claims (9)
1. A page self-defining method of a situation awareness large screen comprises the following steps:
evaluating security threats of the data to be visualized by means of situational awareness to determine further decisions and actions to be taken on the visualized data; and is
And processing the visual data according to the determined decision and action, and then performing large-screen page configuration and displaying the configured large-screen page.
2. The method of claim 1, wherein the situational awareness is based on the ability of the environment to dynamically and globally learn about security risks, and operations including discovery recognition, understanding analysis, response handling, etc. are performed on security threats from an overall, global perspective based on their own security big data to determine further decisions and actions to take on the visual data.
3. The method of claim 1, wherein the decision includes whether to perform large screen page customization, whether to perform customization of page content, whether to perform customization of properties of visualization components, whether to perform page layout customization, and the action taken includes:
if large-screen page self-definition needs to be carried out on the data to be visualized, whether the page content needs to be subjected to self-definition is further confirmed;
if the page content needs to be customized, the page content is customized to configure a template by the customized page content, and if the page content does not need to be customized, an existing page content configuration template is recommended or selected;
customizing a visual component module by adopting a component library and display mode based on a customized page content configuration template or a recommended or selected existing page content configuration template;
determining whether the attribute of the visual component needs to be customized, if so, automatically adjusting the attribute to the required style according to the situation perception requirement to obtain a customized component attribute template, and if not, recommending or selecting the existing component attribute template;
judging whether page layout self-definition is needed, if so, laying out a self-defined visual component module on the whole large-screen page based on a self-defined component attribute template or an existing component attribute template according to the requirement of a user to generate a self-defined page layout template; and is
If large-screen page self-definition needs to be carried out on the data to be visualized, the self-defined page layout template is stored and used, and if large-screen page self-definition does not need to be carried out on the data to be visualized, the existing large-screen page historical layout template is directly used.
4. The method of claim 3, wherein sampling the component library + displaying the custom visualization component module comprises storing the configured visualization module in the component library, and when a user has a new requirement, selecting the custom component module function, selecting the group of data that the user wants to customize, and selecting the desired displaying mode and other functions to complete the configuration of the new module.
5. The method of claim 4, wherein the visualization module comprises a recommendation default algorithm component module, a user specific required component module, a user past configuration saved component module, wherein the presentation comprises pie charts, trend charts, and presentation recommended according to data, and wherein the other functions comprise titles and banners.
6. The method of claim 3, wherein sampling the component library + presentation style customized visual component modules comprises directly selecting existing component modules, and performing component module function modification and effect addition deletion.
7. The method of claim 3, wherein sampling the component library + presentation style custom visualization component module comprises skipping custom configuration operations directly using a one-touch recommendation function.
8. The method according to claim 3, wherein the customizing of the page content comprises adapting and meeting the property requirements of the part of the visualization component modules, which are required to be adjusted by the user, for the visualization component modules in the component library, which are configured, according to different types of terminal devices with different sizes, proportions and resolutions, wherein the properties of the visualization component modules comprise the sizes, color styles, fonts and backgrounds of the visualization component modules.
9. The method of claim 4, wherein said performing large screen page configuration comprises clicking editing directly in a large screen page to enter a page layout editing function, provides three modes of a recommended page layout template, a page historical layout template and a self-defined page layout template when editing the page layout, wherein the recommended page layout template presents default page layouts and content according to the entered data and algorithms, the historical page layout template is a previously configured page layout template for the user, when the user-defined page layout template is edited, the large-screen page adopts a layer mode, the content is activated', and a user lays a user-defined visual component module on the whole large-screen page based on the user-defined component attribute template or the existing component attribute template through operation modes including dragging, checking and keyboard direction control in a component library so as to generate the user-defined page layout template.
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| CN202111269356.1A CN113987384A (en) | 2021-10-29 | 2021-10-29 | Page self-defining method for situation awareness large screen |
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| CN116431268A (en) * | 2023-06-13 | 2023-07-14 | 北京希嘉创智数据技术有限公司 | Data visualization analysis method, system and storage medium based on big data processing |
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| CN116431268A (en) * | 2023-06-13 | 2023-07-14 | 北京希嘉创智数据技术有限公司 | Data visualization analysis method, system and storage medium based on big data processing |
| CN116431268B (en) * | 2023-06-13 | 2023-08-22 | 北京希嘉创智数据技术有限公司 | Data visualization analysis method, system and storage medium based on big data processing |
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