Multi-department linkage information collaborative research and judgment system

Abstract

A platform layer is used for storing and integrating data of a public security sub-platform, a comprehensive governance sub-platform and an emergency fire protection sub-platform of each sub-region in any region so as to construct a region social management resource pool and a sub-region social management resource pool; the application layer is used for storing and managing user information of the regional social management resource pool and the sub-regional social management resource pool, and calling situation data from the regional social management resource pool and the sub-regional social management resource pool according to service content and management authority of a user so as to generate a situation map and a situation report of the region and the sub-region; a corresponding situation management prediction strategy is provided; the support layer provides a set of application service layer for the platform layer and the application layer; the base layer is used for supporting the application layer, the platform layer and the supporting layer. Therefore, by gathering various dynamic sub-platform data and performing association analysis, a regional situation map, a situation report and a situation management prediction strategy are accurately constructed, and multi-department linkage information collaborative prevention and control is realized.

Description

Technical Field

[0001] This application relates to the field of information platform technology, specifically to a multi-departmental collaborative intelligence analysis system. Background Technology

[0002] Regional social management platforms undertake functions such as regional social governance, business collaboration, and command and control within a given region. Currently, these platforms operate independently, managing data from a single department within the same region. They lack interoperability and collaboration with different types of departments within the same region, and also cannot communicate with other regional social management platforms. This results in a lack of coordination and collaboration between different regions, and also prevents the cross-analysis of dynamic and up-to-date data from various regions. Therefore, a more intelligent multi-departmental collaborative intelligence analysis system is urgently needed. Summary of the Invention

[0003] This application aims to address, to a certain extent, one of the technical problems in the related art.

[0004] Therefore, one objective of this application is to propose a multi-departmental collaborative intelligence analysis system, which, by aggregating data from various dynamic sub-platforms and performing correlation analysis, accurately constructs a regional situation map, situation report, and situation management prediction strategy, thereby achieving multi-departmental collaborative intelligence prevention and control.

[0005] To achieve the above objectives, this application proposes a multi-departmental collaborative intelligence analysis system, which comprises a platform layer, an application layer, a support layer, and a foundation layer, wherein:

[0006] The platform layer includes a regional community management master platform within any given area, and the area includes multiple sub-areas. Within each sub-area, there are public security sub-platforms, comprehensive governance sub-platforms, and emergency fire-fighting sub-platforms. The comprehensive governance sub-platform includes a data collection platform for each sub-area department. The data for each sub-area department includes data on public utilities, roads and traffic, housing and land, sub-area environment, landscaping, government services, and sub-area expansion components, as well as comprehensive governance information data collected through the comprehensive governance information management system. The regional community management master platform is used to store and integrate the data from the public security sub-platforms, comprehensive governance sub-platforms, and emergency fire-fighting sub-platforms within each sub-area to construct a regional community management resource pool, as well as sub-area community management resource pools.

[0007] The application layer includes a unified information portal subsystem and a comprehensive business application subsystem. The unified information portal subsystem is used to store and manage user information of the regional community management resource pool and the sub-regional community management resource pool. The comprehensive business application subsystem includes a situation map and situation report module and a situation analysis and judgment module. The situation map and situation report module is used to retrieve situation data from the regional community management resource pool and the sub-regional community management resource pool according to the user's business content and management permissions to generate a situation map and situation report for the region and sub-regions. The situation analysis and judgment module is used to fit a situation management prediction strategy for the situation map and situation report based on the situation management strategies of historical situation maps and situation reports.

[0008] The support layer is an application service layer that provides a set of services for the platform layer and the application layer based on middleware technology and microservice integration technology.

[0009] The foundation layer, including hardware and software platforms, is used to support the application layer, platform layer, and support layer.

[0010] In addition, the multi-departmental collaborative intelligence analysis system proposed in this application may also have the following additional technical features:

[0011] In some embodiments, the regional community management resource pool and the sub-regional community management resource pool are obtained by extracting, cleaning, classifying and storing public security data from the public security sub-platform and emergency fire-fighting sub-platform in each sub-region, as well as data on public facilities, roads and traffic, housing and land, sub-regional environment, landscaping, government services, sub-regional expansion components and comprehensive social management information according to five categories: people, places, events, things and organizations. The five categories of data are then organically combined by associating, integrating resources and establishing catalogs for different usage scenarios.

[0012] In some embodiments, the unified information portal subsystem includes unified user management, unified authentication, and cross-domain and cross-cloud platform user information security synchronization channels and mechanisms between heterogeneous systems.

[0013] In some embodiments, the situation map and situation report module also supports triggering the user's business changes or inputting business constraints again to retrieve secondary situation data from the regional community management resource pool and sub-regional community management resource pool to generate a secondary situation map and a secondary situation report.

[0014] In some embodiments, the situation map and situation report are the front-end display layer for regional situation awareness and data application, including seven major topics: overall situation of social management resources in the region or sub-region, regional characteristic monitoring, regional business collaboration, regional comprehensive governance, regional security, situation of special zones in the region, and regional social overview.

[0015] In some embodiments, the integrated business application subsystem further includes a sub-region governance module for monitoring data from the corresponding public security sub-platform, comprehensive governance sub-platform, and emergency fire-fighting sub-platform in the sub-region.

[0016] In some embodiments, the integrated business application subsystem also includes a public security crime analysis module, which is used to compare public security data from the public security sub-platform in the sub-region with historical public security data for analysis and early warning.

[0017] In some embodiments, the integrated business application subsystem further includes a command map module, which is used to generate a command map for scheduling user business content in the corresponding region and sub-region based on the situation map, situation report and corresponding situation management prediction strategy, and to display the command map on a visualization rendering platform.

[0018] In some embodiments, user-owned map data and third-party map data are imported into the visualization rendering platform to provide an adapted map display for the visualization theme.

[0019] In some embodiments, when the user's business content is public security data from the public security sub-platform, the command map is an early warning command map. The visualization themes of the early warning command map include the combat readiness intelligence theme and the disposal and dispatch theme. The combat readiness intelligence theme is used to integrate and display the status of police resources, early warning statistical analysis, and real-time early warning events. The disposal and dispatch theme is mainly used when responding to emergencies and emergency events.

[0020] This application discloses a multi-departmental collaborative intelligence analysis system. The platform layer stores and integrates data from public security sub-platforms, comprehensive governance sub-platforms, and emergency fire-fighting sub-platforms within any given region, constructing a regional and sub-regional community management resource pool. The application layer stores and manages user information for these pools and retrieves situational data based on user business content and management permissions, generating a regional and sub-regional situational map and situational report, along with corresponding situational management and prediction strategies. The support layer provides an application service layer for the platform and application layers. The foundation layer supports the application, platform, and support layers. Thus, by aggregating and correlating data from various dynamic sub-platforms, a precise regional situational map, situational report, and situational management and prediction strategies are constructed, enabling multi-departmental collaborative intelligence-based prevention and control.

[0021] Additional aspects and advantages of this application will be set forth in part in the description which follows, and in part will be obvious from the description, or may be learned by practice of this application. Attached Figure Description

[0022] The above and / or additional aspects and advantages of this application will become apparent and readily understood from the following description of the embodiments taken in conjunction with the accompanying drawings, wherein:

[0023] Figure 1 This is a schematic diagram of the structure of a multi-departmental collaborative intelligence analysis system provided in the embodiments of this application;

[0024] Figure 2 This is a command and control diagram data flow diagram provided according to an embodiment of this application. Detailed Implementation

[0025] The embodiments of this application are described in detail below, with examples of the embodiments illustrated in the accompanying drawings. The embodiments described below with reference to the accompanying drawings are exemplary and intended to explain this application, and should not be construed as limiting this application.

[0026] The following description, with reference to the accompanying drawings, describes a multi-departmental collaborative intelligence analysis system according to an embodiment of this application.

[0027] Figure 1 This is a structural diagram of a multi-departmental collaborative intelligence analysis system according to an embodiment of this application.

[0028] like Figure 1As shown in the embodiment of this application, the multi-departmental collaborative intelligence analysis system consists of an application layer 1, a platform layer 2, a support layer 3, and a foundation layer 4. The platform layer 2 includes a regional community management master platform 21 within any given area. Each area includes multiple sub-areas, each sub-area including a public security sub-platform 22, a comprehensive governance sub-platform 23, and an emergency fire-fighting sub-platform 24. The comprehensive governance sub-platform 23 includes a data collection platform for each sub-area department. This data includes data on public utilities, roads and traffic, housing and land, sub-area environment, landscaping, government services, and sub-area expansion components, as well as comprehensive governance information data collected through the comprehensive governance information management system. The regional community management master platform 21 stores and integrates data from the public security sub-platform 22, comprehensive governance sub-platform 23, and emergency fire-fighting sub-platform 24 within each sub-area to construct a regional community management resource pool and sub-area community management resource pools. The application layer 1 includes a unified information portal. The system comprises a user subsystem 11 and a comprehensive business application subsystem 12. The unified information portal subsystem stores and manages user information for the regional community management resource pool and sub-regional community management resource pools. The comprehensive business application subsystem 12 includes a situation map and situation report module 121 and a situation analysis and judgment module 122. The situation map and situation report module 121 retrieves situation data from the regional community management resource pool and sub-regional community management resource pools based on the user's business content and management permissions to generate a situation map and situation report for the region and sub-regions. The situation analysis and judgment module 122 fits the situation management prediction strategy for the situation map and situation report based on the situation management strategies of historical situation maps and situation reports. The support layer 3 provides an application service layer for the platform layer 2 and application layer 1 based on middleware technology and microservice integration technology. The foundation layer 4 includes hardware and software platforms to support application layer 1, platform layer 2, and support layer 3.

[0029] Optionally, the region can be a province, and the sub-region can be a city or county, but this embodiment does not specifically limit this.

[0030] Furthermore, taking cities and counties as examples, the unified information portal subsystem 11 stores the most complete user information required for comprehensive governance within the city and county areas. Its data source is the human resource management system of government departments related to comprehensive governance within the city, ensuring timely and unique information updates. Simultaneously, it can synchronize user information with other sub-platforms to guarantee user data consistency. The unified information portal subsystem 11 provides unified authentication services and secure channels for other sub-platforms across domains and cloud infrastructure platforms. This secure authentication service includes: single sign-on (SSO) allowing direct access to other sub-platforms with a single login, and unified redirection of user services from logged-in sub-platforms to the authentication server, returning authentication information to control login permissions.

[0031] Optionally, the situation analysis and judgment module 122 can provide historical behavior, events, and clues analysis required for grassroots social governance and management, analyze clue intelligence data, and carry out grassroots intelligent social governance intelligence analysis using big data technology. The regional management overall platform on which this module is based provides integrated, shared, and intelligent means for regional management. As a hub for data exchange, a platform for business interaction, and a carrier for command and dispatch, it fully leverages the advantages of obtaining case clues from massive amounts of data, strengthens intelligence information analysis, establishes a new model of proactive governance led by data intelligence-guided investigation, and promotes regional governance innovation through information technology.

[0032] In addition, the support layer 3 establishes a complete application service layer, including core infrastructure support, operation and maintenance support, and security support. Based on deployment location, it is further divided into cloud infrastructure support and edge infrastructure support. Core infrastructure support is further divided into basic support components and basic support functions. Basic support components mainly consist of general-purpose components and middleware, including data distribution services, offline computing services, stream computing services, and application middleware. Basic support services mainly consist of various application service support functions, providing robust middleware management tools for upper-layer applications, while effectively monitoring and managing various upper-layer applications. It provides user permission management, security management, and network and system management functions to ensure the system operates smoothly under effective management and monitoring. This includes spatiotemporal information services, data visualization, authentication services, platform user management, high-reliability clusters, and microservice integration.

[0033] Application services include, but are not limited to, data adaptation and forwarding services, offline computing services, stream computing services, spatiotemporal information services, data visualization services, authentication services, operation and maintenance support services, and security support services; middleware includes a directory synchronization component that ensures the consistency of user table structure and user information data between the unified information portal subsystem in the regional social management platform 21, including various personnel information synchronization interfaces; and a message notification component that provides a unified message notification interface on the entire regional social management platform 21, including short message service and email service interfaces.

[0034] Security support services are the fundamental guarantee for ensuring the safe and reliable operation of the multi-departmental collaborative intelligence analysis system. Different applications have varying security and reliability requirements, resulting in different hardware platform requirements. General applications and data only require system and data backups; important applications and data, in addition to general system and data backups, also require mutual backups between two or more machines; core applications and data, besides local backups, also require disaster recovery backups to prevent the multi-departmental collaborative intelligence analysis system from malfunctioning due to natural disasters such as fires and earthquakes.

[0035] Optionally, the foundation layer 4 includes hardware and software platforms. The hardware platform includes servers and network equipment, while the software platform includes operating systems such as Windows / Linux / embedded systems. The system's hardware and software platforms include IoT sensing devices, transmission, and front-end data acquisition. IoT sensing includes Class A surveillance video from the Public Security Sub-platform 22, key checkpoints, and city-wide contactless data collection devices for social security and prevention; Class B and C video surveillance integration from the Comprehensive Governance Sub-platform 23; emergency response site sensing devices; and fire prevention and control sensing devices. The data acquisition end involves various front-end IoT sensing devices, mobile office terminals, and PC office terminals, with the mobile and PC office terminals intended for use by grassroots law enforcement personnel and grid workers.

[0036] In some possible implementations, the regional community management resource pool and the sub-regional community management resource pool are obtained by extracting, cleaning, classifying and storing public security data from the public security sub-platform 22, emergency fire protection data from the emergency fire protection sub-platform 24, as well as data on public facilities, roads and traffic, housing and land, sub-regional environment, landscaping, government services, sub-regional expansion components and comprehensive social management information data in each sub-region according to five categories: people, places, events, things and organizations. The five categories of data are then associated, integrated and cataloged for different usage scenarios to form an organic combination.

[0037] Optionally, the regional community management resource pool and the sub-regional community management resource pool include, but are not limited to, the original community management resource library, the basic library and various thematic libraries, as well as the first, second and third categories of video surveillance and shared libraries.

[0038] Optionally, the comprehensive social security information data includes comprehensive social security organizations and their operations within the sub-region, information on the actual population, information on special groups, information on key youth, information on non-public economic organizations and social organizations, information on social security-related affairs, information on handling conflicts and disputes, information on campus and surrounding area safety, and information on road and railway protection work.

[0039] In some possible implementations, the unified information portal subsystem includes unified user management, unified authentication, and secure synchronization channels and mechanisms for user information across domains and cloud platforms between heterogeneous systems.

[0040] In some possible implementations, the situation map and situation report module 121 also supports triggering the user's business change content or inputting business constraints again to retrieve secondary situation data from the regional community management resource pool and sub-regional community management resource pool to generate a secondary situation map and a secondary situation report.

[0041] Specifically, the data flow for the situation map and situation report provides access to the primary situation display. It supports triggering user business changes or inputting business constraints to retrieve secondary situation data from the regional and sub-regional community management resource pools, generating a secondary situation map and secondary situation report. The data is automatically analyzed, and the results are returned and displayed. The acquisition of data from business changes or input business constraints is handled by the microservice architecture, integrating and processing the data through interfaces. After cleaning and processing by the regional and sub-regional community management resource pools, the data supports the situation map.

[0042] In some possible implementations, the situation map and situation report serve as the front-end display layer for regional situation awareness and data application, including seven major topics: the overall situation of social management resources in the region or sub-regions, regional characteristic monitoring, regional business collaboration, regional comprehensive governance, regional security, regional special zone situation, and regional social overview.

[0043] Furthermore, the "Situation Map" serves as the front-end display layer for urban situational awareness and data application. It includes seven major topics: overall situation, regional characteristic monitoring, regional business collaboration, regional comprehensive governance (including smart governance), regional security, regional special zone situation, and regional social overview. Through sub-regional social management resource pools, it gathers business data from various aspects such as political and legal affairs, public security, emergency response, fire protection, comprehensive law enforcement, and transportation, thus forming the "Situation Map" of the overall urban management platform.

[0044] In some possible implementations, such as Figure 1 As shown, the integrated business application subsystem 12 also includes a sub-region governance module 123, which is used to monitor the data of the corresponding public security sub-platform 22, comprehensive governance sub-platform 23 and emergency fire-fighting sub-platform 24 in the sub-region.

[0045] Optionally, the sub-regional governance module 123 can be a county-level smart governance module (a social management module based on the social management cloud), which includes real-time control through a big data cloud platform using a clue mining unit, intelligent search unit, intelligence analysis unit, clue tracking unit, customer dynamics unit, comparison alarm unit, statistical analysis unit, monitoring mining unit, simulated migration unit, and hierarchical assessment unit, thereby enabling the monitoring of information data from the county-level public security sub-platform 22, comprehensive governance sub-platform 23, and emergency fire-fighting sub-platform 24.

[0046] The county-level smart governance module includes an information data collection sub-module comprising a data warehouse formed by the county-level community management resource pool. This sub-module collects information from front-end devices and mobile office devices within the county through a video sharing platform and an IoT management platform. It also collects network information flow and location data from community management personnel within the county, thus achieving comprehensive data collection for the monitoring process. The data storage sub-module stores and backs up the data from the information data collection sub-module in the data warehouse, enabling evidence collection.

[0047] In some possible implementations, such as Figure 1 As shown, the integrated business application subsystem 12 also includes a public security crime analysis module 124, which is used to call the public security data of the public security sub-platform 22 in the sub-region and compare it with historical public security data for analysis and early warning.

[0048] Furthermore, the public security crime analysis module 124 executes the behavior, event, and clue analysis sub-module of the public security sub-platform 22, which includes a behavior, event, and clue management unit, a clue analysis unit, a one-click search unit, a network relationship unit, a hierarchical relationship unit, a GIS analysis unit, a video structured analysis unit, and a collision warning unit through a big data cloud platform. Through multiple analysis units established based on the big data cloud platform, it can accurately analyze public security data and achieve the effect of analysis and early warning.

[0049] In some possible implementations, such as Figure 1 As shown, the integrated business application subsystem 12 also includes a command map module 125, which is used to generate a command map for scheduling user business content in the corresponding area and sub-area based on the situation map, situation report and corresponding situation management prediction strategy, and to display the command map on the visualization rendering platform.

[0050] Furthermore, such as Figure 2The data flow of the command map shown includes three parts: data source, data center, and data visualization. Specifically, public security data (acquired by business system 1), emergency fire data from the emergency fire sub-platform 24 (acquired by business system 2), as well as data on public facilities, roads and traffic, buildings and land, sub-regional environment, landscaping, government services (acquired by business system n), sub-regional expansion components (acquired by external data), and comprehensive social management information (acquired by the Internet of Things) are collected, managed, and integrated through a big data (cloud) platform. The resulting data is then generated through statistics, analysis, and computation and pushed to the visualization data service platform (DMP). The visualization data service platform has the ability to transfer and forward data. Data is adapted and forwarded to enter the visualization rendering (running) platform to support the operation of visualization themes (visualization theme 1, ..., visualization theme n). On the other hand, visualization data is transferred to the visualization result data cache library (optional) to support the playback and viewing of historical data within the planned time. Simultaneously, user-owned map data and third-party map data can be imported into the visualization map service platform to provide adapted map displays for the visualization themes.

[0051] This system, based on a unified command map and taking the overall situation of public safety in the city as its starting point, facilitates comprehensive collaboration among multiple departments. It uses a converged communication system for grid workers to make calls and view surveillance videos. A visual data service platform adapts and forwards data to convert it into standard input for the visualization framework within the visualization rendering platform. This standard data format is then stored as a data file. Its advantages lie in its flexibility, ease of storage and forwarding, and the ability to simulate real-time data transmission through a data packet sender. After secondary processing and conversion into standard input for the visualization framework, the data is pushed into the program. In this way, relevant departments can display and communicate with each other on the same command map, synchronize clues, and complete the "upload and drop" of visualized and video-based instructions, improving the efficiency of inter-departmental collaboration.

[0052] In some possible implementations, user-owned map data and third-party map data are imported into the visualization rendering platform to provide a map display adapted to the visualization theme.

[0053] In some possible implementations, when the user's business content is public security data from the public security sub-platform 22, the command map is a warning command map. The visualization themes of the warning command map include the combat readiness intelligence theme and the disposal and dispatch theme. The combat readiness intelligence theme is used to integrate and display the status of police resources, early warning statistical analysis, and real-time early warning events. The disposal and dispatch theme is mainly used when responding to emergencies and emergency events.

[0054] Furthermore, when the combat readiness intelligence theme is used to integrate and display the status of police resources, early warning statistics and analysis, and real-time early warning events, it presents various types of data in a three-dimensional way to decision-makers, thereby assisting leaders in comprehensively controlling the urban security situation over a wide area.

[0055] Furthermore, the dispatch and control theme is mainly used to assist in responding to emergencies and emergency events, enabling more rapid, accurate, and scientific dispatch and command, strengthening the leadership's ability to conduct flat-level command and control, improving the efficiency of handling emergencies, and enhancing the ability and level of early warning and command.

[0056] This application discloses a multi-departmental collaborative intelligence analysis system. The platform layer stores and integrates data from public security sub-platforms, comprehensive governance sub-platforms, and emergency fire-fighting sub-platforms within any given region, constructing a regional and sub-regional community management resource pool. The application layer stores and manages user information for these pools and retrieves situational data based on user business content and management permissions, generating a regional and sub-regional situational map and situational report, along with corresponding situational management and prediction strategies. The support layer provides an application service layer for the platform and application layers. The foundation layer supports the application, platform, and support layers. Thus, by aggregating and correlating data from various dynamic sub-platforms, a precise regional situational map, situational report, and situational management and prediction strategies are constructed, enabling multi-departmental collaborative intelligence-based prevention and control.

[0057] In the description of this specification, references to terms such as "one embodiment," "some embodiments," "example," "specific example," or "some examples," etc., indicate that a specific feature, structure, material, or characteristic described in connection with that embodiment or example is included in at least one embodiment or example of this application. In this specification, the illustrative expressions of the above terms do not necessarily refer to the same embodiment or example. Furthermore, the specific features, structures, materials, or characteristics described may be combined in any suitable manner in one or more embodiments or examples. Moreover, those skilled in the art can combine and integrate the different embodiments or examples described in this specification, as well as the features of different embodiments or examples, without contradiction. Additionally, the terms "first" and "second" are used for descriptive purposes only and should not be construed as indicating or implying relative importance or implicitly specifying the number of indicated technical features.

[0058] It should be understood that various parts of this application can be implemented using hardware, software, firmware, or a combination thereof. In the above embodiments, multiple steps or methods can be implemented using software or firmware stored in memory and executed by a suitable instruction execution system. For example, if implemented in hardware, as in another embodiment, it can be implemented using any one or a combination of the following techniques known in the art: discrete logic circuits having logic gates for implementing logical functions on data signals, application-specific integrated circuits (ASICs) having suitable combinational logic gates, programmable gate arrays (PGAs), field-programmable gate arrays (FPGAs), etc.

[0059] Those skilled in the art will understand that all or part of the steps carried by the system of the above embodiments can be implemented by a computer program instructing related hardware. The computer program can be stored in a computer-readable storage medium, and when executed, the program includes one or a combination of the steps of the system embodiments.

[0060] Furthermore, the functional units in the various embodiments of this application can be integrated into a processing module, or each unit can exist physically separately, or two or more units can be integrated into a module. The integrated module can be implemented in hardware or as a software functional module. If the integrated module is implemented as a software functional module and sold or used as an independent product, it can also be stored in a computer-readable storage medium.

[0061] The storage medium mentioned above can be a read-only memory, a disk, or an optical disk, etc. Although embodiments of this application have been shown and described above, it is understood that the above embodiments are exemplary and should not be construed as limiting this application. Those skilled in the art can make changes, modifications, substitutions, and variations to the above embodiments within the scope of this application.

Claims

1. A multi-departmental collaborative intelligence analysis system, characterized in that, The system consists of a platform layer, an application layer, a support layer, and a foundation layer, wherein: The platform layer includes a regional community management master platform within any given area, and the area includes multiple sub-areas. Within each sub-area, there are public security sub-platforms, comprehensive governance sub-platforms, and emergency fire-fighting sub-platforms. The comprehensive governance sub-platform includes a data collection platform for each sub-area department. The data for each sub-area department includes data on public utilities, roads and traffic, housing and land, sub-area environment, landscaping, government services, and sub-area expansion components, as well as comprehensive governance information data collected through the comprehensive governance information management system. The regional community management master platform is used to store and integrate the data from the public security sub-platforms, comprehensive governance sub-platforms, and emergency fire-fighting sub-platforms within each sub-area to construct a regional community management resource pool, as well as sub-area community management resource pools. The application layer includes a unified information portal subsystem and a comprehensive business application subsystem. The unified information portal subsystem is used to store and manage user information of the regional community management resource pool and the sub-regional community management resource pool. The comprehensive business application subsystem includes a situation map and situation report module and a situation analysis and judgment module. The situation map and situation report module is used to retrieve situation data from the regional community management resource pool and the sub-regional community management resource pool according to the user's business content and management permissions to generate a situation map and situation report for the region and sub-regions. The situation analysis and judgment module is used to fit a situation management prediction strategy for the situation map and situation report based on the situation management strategies of historical situation maps and situation reports. The support layer is an application service layer that provides a set of services for the platform layer and the application layer based on middleware technology and microservice integration technology. The foundation layer, including hardware and software platforms, is used to support the application layer, platform layer, and support layer.

2. The system according to claim 1, characterized in that, The aforementioned regional community management resource pool and sub-regional community management resource pool are obtained by extracting, cleaning, classifying, and storing public security data from the public security sub-platform and emergency fire-fighting sub-platform in each sub-region, as well as data on public facilities, roads and traffic, housing and land, sub-regional environment, landscaping, government services, sub-regional expansion components, and comprehensive social management information, according to five categories: people, places, events, things, and organizations. The five categories of data are then organically combined by associating, integrating resources, and establishing catalogs for different usage scenarios.

3. The system according to claim 1, characterized in that, The unified information portal subsystem includes unified user management, unified authentication, and a secure synchronization channel and mechanism for user information across domains and cloud platforms between heterogeneous systems.

4. The system according to claim 1, characterized in that, The situation map and situation report module also supports triggering user business changes or inputting business constraints to retrieve secondary situation data from the regional community management resource pool and sub-regional community management resource pool to generate a secondary situation map and a secondary situation report.

5. The system according to claim 1, characterized in that, The situation map and situation report are the front-end display layer for regional situation awareness and data application, including seven major topics: overall situation of social management resources in the region or sub-region, regional characteristic monitoring, regional business collaboration, regional comprehensive governance, regional security, situation of special zones in the region, and regional social overview.

6. The system according to claim 1, characterized in that, The integrated business application subsystem also includes a sub-region governance module, which is used to monitor the data of the corresponding public security sub-platform, comprehensive governance sub-platform, and emergency fire-fighting sub-platform in the sub-region.

7. The system according to claim 1, characterized in that, The integrated business application subsystem also includes a public security crime analysis module, which is used to compare public security data from the public security sub-platform in the sub-region with historical public security data for analysis and early warning.

8. The system according to claim 2, characterized in that, The integrated business application subsystem also includes a command map module, which is used to generate a command map for scheduling user business content in the corresponding area and sub-area based on the situation map, situation report and corresponding situation management prediction strategy, and to display the command map on the visualization rendering platform.

9. The system according to claim 8, characterized in that, Import user-owned map data and third-party map data into the visualization rendering platform to provide adapted map displays for visualization themes.

10. The system according to claim 8, characterized in that, When the user's business content is public security data from the public security sub-platform, the command map is the early warning command map. The visualization themes of the early warning command map include the combat readiness intelligence theme and the disposal and dispatch theme. The combat readiness intelligence theme is used to integrate and display the status of police resources, early warning statistical analysis, and real-time early warning events. The disposal and dispatch theme is mainly used when responding to emergencies and emergency events.

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