A display product generation method based on intelligent production flow

Abstract

The application discloses a display product generation method based on an intelligent production process, comprising the following steps: data resource publishing is used as an initial data loading stage of the production process, unified display metadata specifications are used to register and manage basic data resources and display component resources, and a resource ecology that can be called is constructed; display demand modeling is used as a demand proposing stage of the production process, display thematic templates used to drive subsequent processes are generated by analyzing display demands of users; data correlation organization is used as a product making stage of the production process, according to the display thematic template, thematic data products are formed by customizing and organizing thematic data from published data resources around entities and their correlation; display thematic customization is used as an assembly production stage of the production process, based on the display thematic template and the thematic data products, display components are loaded and combined to generate a final thematic scene display product; and the application supports the extension and access of various business data.

Description

Technical Field

[0001] This invention relates to the field of product display technology, and more specifically to a method for generating display products based on an intelligent production process. Background Technology

[0002] Faced with a vast and complex collection of basic data from multiple sources, several challenges arise in meeting the diverse display needs across various scenarios: Inconsistent heterogeneous data structures from multiple sources hinder rapid data association and organization based on a unified understanding; the inability to intelligently understand user needs prevents programs from quickly analyzing display data, analytical capabilities, and display styles based on requirement text; and the need for a unified method for integrating and assembling display pages to showcase the diverse presentation effects of multi-screen data products. Therefore, there is an urgent need to research a method for data loading, creation, and assembly based on intelligent judgment of user needs, supporting multi-scenario and diverse display products. Summary of the Invention

[0003] Purpose of the invention: The purpose of this invention is to provide a display product generation method based on intelligent production processes, and a display product generation technology based on demand understanding and intelligent production processes, to solve the problems existing in the background technology.

[0004] Technical solution: The present invention provides a method for generating display products based on an intelligent production process, comprising the following steps: Step 1: Data Resource Release. As the initial data loading stage of the production process, based on a unified display metadata specification, basic data resources and display component resources are registered and managed to build a resource ecosystem that can be called upon. Step 2: Display requirement modeling. As the requirement formulation stage of the production process, display topic templates are generated by analyzing users' display requirements to drive subsequent processes. Step 3: Data association and organization, as the product creation stage of the production process, involves customizing, extracting, and organizing thematic data products from published data resources based on the data requirements of the displayed thematic template, focusing on entities and their relationships. Step 4: Display Topic Customization. As the assembly and production stage of the production process, based on the display topic template and the topic data product, display components are loaded and combined to generate the final topic scene display product.

[0005] Furthermore, in step 1, the specific process of data resource publishing is as follows: different registration and publishing paths are set for real-time entity data and non-real-time entity data, and they are managed uniformly by the information directory; a display component development framework is provided to support the development, publishing, and integration of map components and web page components, so that display resources can be called by subsequent processes.

[0006] Furthermore, in step 2, the display requirements modeling is performed as follows: by parsing the user's requirement text, the entities of interest, data categories, and filtering conditions contained therein are identified; based on the parsing results, a display topic template containing entity classification, entity data category, and entity filtering conditions is automatically constructed.

[0007] Furthermore, in step 3, the data association organization, based on the needs of the scenario for data, uses customized tools to associate and integrate multi-source heterogeneous data around the core entity from various registered data resources to form a comprehensive and related thematic data product.

[0008] Furthermore, in step 4, the display topic customization is carried out as follows: based on the registered information source data, according to the setting of the display topic template, map components are selected and customized to form a map component; based on the topic scene template, display components including map components and WEB page components are selected, laid out and organized to form a scenario-based topic display product with chart linkage; the generated topic scene products are classified and managed, and can be displayed through navigation or switching methods.

[0009] The present invention discloses a display product generation system based on an intelligent production process, comprising: The publishing module is used for data resource publishing as the initial data loading stage of the production process. Based on a unified display metadata specification, it registers and manages basic data resources and display component resources to build a resource ecosystem that can be called upon. Display module: Used to display requirements modeling as the requirement proposing stage of the production process. By analyzing the user's display requirements, it generates display topic templates to drive subsequent processes. Association Module: Used for data association organization as a product creation stage in the production process. Based on the data requirements of the displayed topic template, it customizes, extracts, and organizes thematic data products from published data resources around entities and their relationships. Thematic Module: Used to display thematic customization as the assembly and production stage of the production process. Based on the thematic display template and the thematic data product, display components are loaded and combined to generate the final thematic scene display product.

[0010] Furthermore, in the publishing module, the specific process for publishing data resources is as follows: different registration and publishing paths are set for real-time entity data and non-real-time entity data, and they are managed uniformly by the information directory; a display component development framework is provided to support the development, publishing, and integration of map components and web page components, so that display resources can be called by subsequent processes.

[0011] Furthermore, in the display module, display requirements modeling is performed as follows: by parsing the user's requirement text, the entities of interest, data categories, and filtering conditions contained therein are identified; based on the parsing results, a display topic template containing entity classification, entity data category, and entity filtering conditions is automatically constructed.

[0012] Furthermore, in the association module, the data association organization, based on the data needs of the scenario, uses customized tools to associate and integrate multi-source heterogeneous data around the core entity from various registered data resources, forming a comprehensive and related thematic data product.

[0013] Furthermore, the thematic module displays customized themes, specifically: based on registered source data, map components are selected and customized according to the settings of the thematic display template; based on the thematic scene template, display components, including map components and web page components, are selected, laid out, and organized to form a scenario-based thematic display product with linked charts; the generated thematic scene products are classified and managed, and can be displayed through navigation or switching methods.

[0014] Beneficial effects: Compared with the prior art, the present invention has the following significant advantages: (1) The present invention can provide a unified data resource access framework, standardize the data access mechanism, and support the extended access of various business data; (2) The present invention can intelligently analyze and judge the user's display needs, automatically build thematic display templates, reduce the complexity of operation and time consumption; (3) The present invention can flexibly associate and customize the generation of data products, can dynamically associate and generate new thematic data products according to needs, and can also compile existing thematic data products in real time; (4) The present invention can customize the map and page display effects as needed, and dynamically adjust the map and large screen display data content and its layout. Attached Figure Description

[0015] Figure 1 This is a flowchart of the present invention.

[0016] Figure 2 is a schematic diagram of an application scenario for the present invention to monitor flight operations in a certain airspace. Detailed Implementation

[0017] The technical solution of the present invention will be further described below with reference to the accompanying drawings.

[0018] like Figure 1 As shown, this embodiment of the invention provides a method for generating display products based on an intelligent production process, including the following steps: Step 1, Data Resource Release: As the initial data loading stage of the production process, it defines a unified display metadata specification, including basic data resources and display resources, and supports the customized generation of display topics.

[0019] Basic data resources include non-real-time resources, real-time information, and computational analysis model resources. Each business unit registers data topics with the data catalog according to the static data publishing specifications, providing information such as a dictionary of data topic field attributes, whether filtering is supported, tags, and data sources. Each business unit, based on the real-time information resource access framework, uniformly converts all types of accessed information source data into a standard format for registration and publishing, including attribute field names and attribute content. Each business unit, according to the unified computational analysis model specifications, publishes model parameters based on existing models, including model name, model interface, and model capability description.

[0020] Display resources mainly refer to various display components. Each business can develop various basic charts, multimedia, container-type components with business backgrounds, and publish, register and manage them based on the component resource management service.

[0021] Step 2: Display Requirements Modeling. This step involves modeling the text-based display requirements submitted by users, including both content and style. Using natural language processing (NLP) technology, the structural relationships within the requirement text are analyzed. Text features such as requirement hierarchy, category, and domain are combined to identify the entities and their scope of user interest. For situations where user requirements are unclear or difficult to analyze, the system supports a conversational approach to obtaining requirements. The context of the conversation is determined, relevant tags are added, and automatic extraction of user language is supported to determine recommended content based on the user's needs.

[0022] Based on the demand data, its presentation format, and layout style derived from the above analysis, display theme templates are generated to drive the operation of the subsequent two stages of the production process.

[0023] Step 3: Data Association and Organization. Based on the user's needs for detailed data, customized thematic data products are generated from various data resources. Specifically, multi-source heterogeneous data are organized and associated around data entities and the relationships between the data that make up those entities, generating comprehensive and highly correlated thematic data products.

[0024] Step 4: Customize thematic displays. Based on user needs, key areas of focus, and task allocation, and using the thematic display template generated in Step 2, extract the thematic data products from Step 3. Determine the filtering criteria for the thematic data products based on the scope and type of focus in the thematic display template, and automatically generate thematic data products that meet user needs. Based on the data analysis capability requirements in the user's needs, automatically match computational analysis models that can support data analysis, and finally embed them into the page as components. For data that cannot be displayed on the map, match suitable display components based on the display style and the data being displayed, and finally generate a large-screen display component layout product through automated layout.

[0025] The present invention will be further described in detail below with reference to embodiments: Example

[0026] The following is combined with Figure 2 The scenario depicting the monitoring of flight operations in a certain airspace will be used to further describe the present invention in detail.

[0027] Step 1, Data Resource Release. This involves accessing various basic data sources, including information on civil aviation airports in a specific airspace, flight status, and real-time weather conditions; developing various data analysis models, including airspace traffic analysis and emergency response analysis; and developing related display components, including displays of flight status, regional weather conditions, airspace traffic conditions, weather forecasts, and traffic control predictions.

[0028] Step 2, Display Requirements Modeling. The user requirement is to "know the current flight operation status in a certain airspace, whether the runways of major airports are airworthy, whether there is excessive traffic concentration, whether it is possible to respond to emergencies involving airborne aircraft in real time, and when air traffic control will be implemented." Based on natural language processing, the user's focus data includes civil aviation airports, airborne aircraft, and controlled airspace. Simultaneously, it is necessary to analyze airport airworthiness, airspace traffic conditions, airports capable of handling emergencies, and traffic control predictions.

[0029] Step 3, Data Association and Organization. Based on the user's display requirements, and relying on raw data such as civil aviation airports, airspace, flight status, and real-time weather conditions, thematic data such as airports, airspace, and aircraft are generated. Airport data includes basic information, real-time weather conditions, and available runways; airspace data includes location information and traffic flow; and aircraft data includes real-time location, departure / landing airports, and speed.

[0030] Step 4: Customize thematic display. Based on user needs, define the data filtering criteria, including: region as "East China," airport type as "Civil Aviation," and time as "Same Day," filtering relevant thematic data such as airports, airspace, and aircraft. Extract display components such as "Airport Flightability," "Airspace Traffic," "Airports Capable of Handling Emergencies," and "Traffic Control Forecast." The map displays real-time civil aviation airport and aircraft flight dynamics, as well as controlled airspace. Clicking allows users to view airport flightability and real-time airspace weather conditions. Various web page components are automatically laid out to generate a large-screen display component layout product.

Claims

1. A method for generating display products based on an intelligent production process, characterized in that, Includes the following steps: Step 1: Data Resource Release. As the initial data loading stage of the production process, based on a unified display metadata specification, basic data resources and display component resources are registered and managed to build a resource ecosystem that can be called upon. Step 2: Display requirement modeling. As the requirement formulation stage of the production process, display topic templates are generated by analyzing users' display requirements to drive subsequent processes. Step 3: Data association and organization, as the product creation stage of the production process, involves customizing, extracting, and organizing thematic data products from published data resources based on the data requirements of the displayed thematic template, focusing on entities and their relationships. Step 4: Display Topic Customization. As the assembly and production stage of the production process, based on the display topic template and the topic data product, display components are loaded and combined to generate the final topic scene display product.

2. The method for generating display products based on intelligent production processes according to claim 1, characterized in that, In step 1, the specific process of data resource publishing is as follows: different registration and publishing paths are set for real-time entity data and non-real-time entity data, and they are managed uniformly by the information directory; a display component development framework is provided to support the development, publishing, and integration of map components and web page components, so that display resources can be called by subsequent processes.

3. The method for generating display products based on an intelligent production process according to claim 1, characterized in that, In step 2, the display requirements modeling is performed as follows: by parsing the user's requirement text, the entities of interest, data categories, and filtering conditions contained therein are identified; based on the parsing results, a display topic template containing entity classification, entity data category, and entity filtering conditions is automatically constructed.

4. The method for generating display products based on an intelligent production process according to claim 1, characterized in that, In step 3, data association organization involves using customized tools to integrate multi-source heterogeneous data around a core entity from various registered data resources, based on the data needs of the scenario, to form a comprehensive and interconnected thematic data product.

5. The method for generating display products based on an intelligent production process according to claim 1, characterized in that, In step 4, the customized display topic is displayed. Specifically, based on the registered information source data, map components are selected and customized according to the display topic template settings. On the basis of the topic scene template, display components, including map components and WEB page components, are selected, laid out, and organized to form a scenario-based topic display product with chart linkage. The generated topic scene products are classified and managed, and can be displayed through navigation or switching methods.

6. A display product generation system based on an intelligent production process, characterized in that, include: The publishing module is used for data resource publishing as the initial data loading stage of the production process. Based on a unified display metadata specification, it registers and manages basic data resources and display component resources to build a resource ecosystem that can be called upon. Display module: Used to display requirements modeling as the requirement proposing stage of the production process. By analyzing the user's display requirements, it generates display topic templates to drive subsequent processes. Association Module: Used for data association organization as a product creation stage in the production process. Based on the data requirements of the displayed topic template, it customizes, extracts, and organizes thematic data products from published data resources around entities and their relationships. Thematic Module: Used to display thematic customization as the assembly and production stage of the production process. Based on the thematic display template and the thematic data product, display components are loaded and combined to generate the final thematic scene display product.

7. The method for generating display products based on an intelligent production process according to claim 1, characterized in that, In the publishing module, the specific process of publishing data resources is as follows: different registration and publishing paths are set for real-time entity data and non-real-time entity data, and they are managed uniformly by the information directory; a display component development framework is provided to support the development, publishing, and integration of map components and web page components, so that display resources can be called by subsequent processes.

8. The method for generating display products based on intelligent production processes according to claim 1, characterized in that, In the display module, display requirement modeling is performed as follows: by parsing the user requirement text, the entity of interest, data category, and filtering conditions contained therein are identified; based on the parsing results, a display topic template containing entity classification, entity data category, and entity filtering conditions is automatically constructed.

9. A method for generating display products based on an intelligent production process according to claim 1, characterized in that, In the association module, the data association organization is based on the data needs of the scenario. It uses customized tools to associate and integrate multi-source heterogeneous data around the core entity from various registered data resources to form a comprehensive and related thematic data product.

10. A method for generating display products based on an intelligent production process according to claim 1, characterized in that, In the thematic module, thematic customization is displayed. Specifically, based on the registered information source data, map components are selected and customized according to the settings of the thematic display template. On the basis of the thematic scene template, display components, including map components and web page components, are selected, laid out, and organized to form a scenario-based thematic display product with chart linkage. The generated thematic scene products are classified and managed, and can be displayed through navigation or switching methods.

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