Community intelligent management platform focusing on community events

Abstract

The invention relates to the technical field of automobile parking control, and discloses a community intelligent management platform focusing on community events, and the platform comprises a community fusion type data center, a business application module, an interface display module, a community event perception module and a community big data dialysis module. According to the community intelligent management platform, the community intelligent management platform focusing on the community event is constructed, so that intelligent data acquisition, data analysis and community management are realized, and intelligent management of an intelligent community is realized.

Description

Background Art

[0002] In the context of my country's rapid urbanization and increasingly complex problems faced by community smart management, "smart cities" based on Internet technology have become an important measure to promote new urbanization. As the cells of the city, communities are the support points for the construction of smart cities, the social communities and basic units that carry the production and life of urban and rural residents, and the distribution points for data, information and service resources for residents. How to improve community management and service levels based on the needs of community residents is related to the quality of life, personal and property safety of community residents.

[0003] my country started late in building smart communities. It has gone through a development process from "information benefiting the people" to "smart cities" and then to "smart communities", completing the transformation from "information technology-centered" to "citizen-centered". This transformation has become the foundation for building a new type of digital government and has also created a new relationship model among the government, communities, and services for the people. However, on the whole, smart communities are currently in the early stages of development, with a generally low level of intelligence, and are still basically managed using traditional manual methods relying on grid workers. Summary of the invention

[0004] In order to overcome the problem that smart communities are currently in the early stages of development, their intelligence levels are generally low, and they are still basically managed in the traditional manual way of grid workers, the present invention provides a community smart management platform focusing on community events.

[0005] In order to solve the above technical problems, the present invention provides a community smart management platform focusing on community events, including: a community integrated data center, a business application module, an interface display module, a community event perception module and a community big data dialysis module, wherein:

[0006] The community integration data center is used to integrate the community perception data collected by the community event perception module and generate various business applications corresponding to the business application module;

[0007] The interface display module is used to visualize various business applications and provide users with interaction with various business applications;

[0008] The community big data analysis module is used to perceive and govern the community operation status based on community perception data.

[0009] The beneficial effects of the present invention are: integrating the perception data of various communities within the jurisdiction through the community integration data center, thereby generating various business applications corresponding to the business application module, and then visually displaying the business applications through the interface display module, thereby providing business interaction for users, and secondly, building a community big data dialysis module to analyze the community perception data, so as to perceive and govern the community operation situation. This application realizes the intelligent management of smart communities by constructing a community smart management platform focusing on community events, thereby realizing intelligent data collection, data analysis and community management. BRIEF DESCRIPTION OF THE DRAWINGS

[0010] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the present invention is further described below in conjunction with the accompanying drawings and embodiments.

[0011] Figure 1 This is a schematic diagram of the structure of a community intelligence management platform focusing on community events according to an embodiment of the present invention;

[0012] Figure 2 A schematic diagram of a report according to an embodiment of the present invention;

[0013] Figure 3 It is the social service management function in the GIS three-dimensional smart community visualization view of the embodiment of the present invention;

[0014] Figure 4 It is the early warning function in the visualization view of the GIS three-dimensional smart community in the embodiment of the present invention;

[0015] Figure 5 It is the gridding function in the visualization view of the GIS three-dimensional smart community in the embodiment of the present invention;

[0016] Figure 6 This is the abnormal situation display function in the GIS three-dimensional smart community visualization view of an embodiment of the present invention. DETAILED DESCRIPTION

[0017] The following examples are provided to further explain and supplement the present invention and do not constitute any limitation to the present invention.

[0018] The following describes a community intelligence management platform focusing on community events according to an embodiment of the present invention in conjunction with the accompanying drawings.

[0019] like Figure 1 As shown, an embodiment of the present invention provides a community smart management platform focusing on community events, including: a community integrated data center, a business application module, an interface display module, a community event perception module and a community big data dialysis module, wherein:

[0020] The community integration data center is used to integrate the community perception data collected by the community event perception module and generate various business applications corresponding to the business application module;

[0021] The interface display module is used to visualize various business applications and provide users with interaction with various business applications;

[0022] The community big data analysis module is used to perceive and govern the community operation status based on community perception data.

[0023] In this embodiment, the community integrated data center integrates the perception data of each community within the jurisdiction, thereby generating various business applications corresponding to the business application module, and then visually displays the business applications through the interface display module, thereby providing business interaction for users. Secondly, a community big data analysis module is built to analyze the community perception data, so as to perceive and govern the community operation situation. This application realizes the intelligent management of smart communities by building a community smart management platform that focuses on community events, thereby realizing intelligent data collection, data analysis and community management.

[0024] In this embodiment, the community event perception module may include an intelligent perception front end and a platform docking module, wherein:

[0025] The intelligent perception front end is mainly used to perceive the unstructured data of the communities within the jurisdiction, such as images, voice, video, etc.

[0026] The platform docking module is mainly used to connect to various community platforms to obtain structured data from the community platforms.

[0027] In this embodiment, the community perception data includes structured data and unstructured data.

[0028] In this embodiment, a community intelligence management platform focusing on community events also uses the following technologies to develop the server, as follows:

[0029] JDK stands for Java SE Development kit (JDK), which is the Java Standard Edition Development Kit. It is a development kit provided by Oracle for developing Java applications. It provides various tools and resources needed to compile and run Java programs, including the Java compiler, Java runtime environment, and commonly used Java class libraries.

[0030] SpringBoot is a new framework provided by the Pivotal team. It is designed to simplify the initial setup and development of new Spring applications. The framework uses a specific way to configure, so that developers no longer need to define boilerplate configurations. SpringBoot is not actually a new framework. It configures many framework usages by default, just like Maven integrates all Jar packages, SpringBoot integrates all frameworks.

[0031] Shior is a powerful and flexible open source security framework that can fully handle authentication, authorization, encryption, and session management. Shior has the following advantages:

[0032] Ease of use: Ease of use is the ultimate goal of the project. Application security is so confusing and frustrating that it's considered a "necessary disaster." If you make it so simple that even a novice can use it, it won't be such a pain anymore.

[0033] Comprehensive: No other security framework has the same breadth of coverage as Apache Shiro, it can be your "one-stop" to provide protection for your security needs.

[0034] Flexible: Apache Shiro can work in any application environment. Although it may not be needed in network work, EJB and IoC environments. But Shiro's authorization does not have any specifications, and even does not have many dependencies.

[0035] Web Support: Apache Shiro has exciting web application support, allowing you to create flexible security policies and network protocols (such as REST) ​​based on the application's URLs, while also providing a set of JSP libraries to control page output.

[0036] Low coupling: Shiro's clean API and design pattern make it easy to integrate with many other frameworks and applications. You will see Shiro seamlessly integrate with frameworks such as Spring, as well as Grails, Wicket, Tapestry, Mule, Apache Camel, Vaadin... and so on.

[0037] Widely supported: Apache Shiro is part of the Apache Software Foundation. Project development and user groups have friendly netizens willing to help. If such commercial companies need it, Katasoft also provides professional support and services.

[0038] Maven Project Object Model (POM) is a project management tool software that can manage project builds, reports, and documents through a short description information. In addition to its program build capabilities, Maven also provides advanced project management tools. Since Maven's default build rules are highly reusable, simple projects can often be built with two or three lines of Maven build scripts. Due to Maven's project-oriented approach, many Apache Jakarta projects use Maven when publishing, and the proportion of company projects using Maven continues to grow.

[0039] In this embodiment, a community intelligence management platform focusing on community events also uses the following technologies to develop data access technology, as follows:

[0040] Druid is first and foremost a database connection pool, but it is more than just a database connection pool. It also includes a ProxyDriver, a series of built-in JDBC component libraries, and a SQLParser.

[0041] Druid supports all JDBC-compatible databases, including Oracle, MySql, Derby, Postgresql, SQLServer, H2, etc.

[0042] Druid has made special optimizations for Oracle and MySql, such as Oracle's PSCache memory usage optimization and MySql's ping detection optimization.

[0043] Druid provides an extended API for the Filter-Chain mode on DruidDataSourc and ProxyDriver, similar to Serlvet's Filter, which configures the Filter to intercept JDBC method calls.

[0044] Druid provides built-in StatFilter for monitoring, Log series Filter for log output, and WallFilter for defending against SQL injection attacks.

[0045] Optionally, the community-integrated data center has a built-in AI multimodal large model with DreamLLM as the learning architecture.

[0046] Multimodality refers to multiple sources or forms of information, such as text, images, voice, video, etc., and the AI ​​multimodal big model is a model that can simultaneously process and understand these different modal information. Through massive data training, the AI ​​multimodal big model can learn the relationship and complementarity between different modalities, thereby achieving comprehensive understanding and efficient integration of information.

[0047] DreamLLM is a learning framework for multimodal large models, which first implements a versatile multimodal large language model (MLLM) that emphasizes the synergy between multimodal understanding and creation. DreamLLM generates language and images by directly sampling in the original multimodal space, avoiding the limitations of external feature extractors. In addition, it is able to generate original interleaved documents, including text, images, and unstructured layouts.

[0048] Optionally, the interface display module uses JavaScript as the scripting language, vue-cli as the scaffolding, Element-ui as the component library, Vue Router as the routing manager, and VueX as the state management tool.

[0049] JavaScript is a scripting language that is interpreted. It is a dynamically typed, weakly typed, prototype-based language with built-in support for types. Its interpreter is called the JavaScript engine, which is part of the browser and is widely used as a client-side scripting language. It was first used on HTML (an application under the standard universal markup language) web pages to add dynamic functions to HTML web pages.

[0050] vue-cli is a scaffolding tool for single-page applications. It can easily create new applications and can be used to automatically generate project templates for vue and webpack. It provides batteries-included build settings for modern front-end workflows. It only takes a few minutes to run with hot reload, lint check when saving, and a build version available for the production environment.

[0051] Element-ui is a component library based on Vue2.0 prepared for developers, designers and product managers. It is consistent with the process and logic of real life, follows the language and concepts that users are accustomed to, and allows users to clearly perceive their operations through interface styles and interactive effects. After the operation, the current status is clearly displayed through the changes of page elements. Users can freely operate, including undoing, rolling back and terminating the current operation.

[0052] VueRouter is the official routing manager for Vue.js. It is deeply integrated with the core of Vue.js, making it easy to build single-page applications. Features include: nested routing / view tables; modular, component-based routing configuration, routing parameters, queries, wildcards, view transition effects based on the Vue.js transition system, fine-grained navigation control, links with automatically activated CSS classes, HTML5 history mode or hash mode, and custom scroll bar behavior.

[0053] VueX is a state management tool used in Vue project development. The same value may be frequently used by multiple components in the project. In a Vue project with VueX, you only need to define these values ​​in VueX and use them in the components of the entire Vue project.

[0054] Optionally, the business application module includes a development kit, an operating platform and an application integration connection component, wherein:

[0055] The development suite uses preset tools to describe the input end, output end, corresponding relationship and processing requirements of the application integration connection component, and generates the corresponding application integration connection component based on the description using the existing basic template;

[0056] And deploy the application integration connection components to the operating platform through deployment tools.

[0057] In this embodiment, each business application module is developed using application integration technology, as follows:

[0058] The core of application integration is a set of development tools that can generate components for connecting different application systems, and through these components, the application systems can be reconstructed to form a more powerful system.

[0059] The application integration system consists of the following parts: development kit, operating platform and application integration connection components.

[0060] The development kit of the application integration system has two functions: developing application integration connection components and deploying application integration connection components. The development suite uses its own tools to describe the input end, output end, corresponding relationship and processing requirements of the integration connection components. Based on these descriptions, the development component uses the existing basic templates to generate a dedicated application integration connection component, and deploys the application connection component to the operating platform through the deployment tool.

[0061] Optionally, the community integrated data center is specifically used for:

[0062] Integrate the community perception data collected by the community event perception module to generate population archive reorganization application, legal person archive reorganization application and video management reorganization application, including:

[0063] Population file reorganization application is used to redesign and layout population files, add necessary fields, delete redundant fields, form personal file information, and classify and manage the personnel corresponding to the personal file information;

[0064] Legal person archive reorganization application is used to delete redundant fields of enterprise archives, form enterprise archive information, and manage enterprise archive information in a unified manner;

[0065] Video management reorganization application is used to unify the integration and management of video resources.

[0066] The population archive reorganization application in this embodiment mainly redesigns and layouts the population archive function, adds necessary fields, deletes redundant fields, simplifies and ensures the comprehensiveness of basic information, and forms standardized personal archive information, including basic information, business information, dynamic information, etc. Adjust the display area of ​​regular fields and special fields, and take user usage habits as the leading factor to achieve the goal of comprehensive display of personal archives, reasonable layout, and reduce unnecessary operations of staff.

[0067] In addition, personnel can be classified and managed according to their personal file information, and key groups of different categories in the jurisdiction can be managed in a refined manner, including one file for each person, visit records, and field sorting. Among them, key personnel are subject to special management, such as real-time control of the dynamic trajectory information of key personnel, the establishment of a temporary deployment of key personnel, and a supervision system for the distribution of key personnel. Combined with the generation model and analysis and judgment tools, dynamic itinerary control of key personnel by supervisory personnel can be achieved.

[0068] The automatic identification and early warning function of key personnel has been developed. By focusing on the basic information of the personnel, conducting visits and comprehensive analysis, a dynamic archive platform for the personnel of concern has been established. The key personnel are divided into four-color level early warning management. Personnel who exceed the set preset value are automatically identified and early warning information is sent, which can timely discover and stop hazards and maintain the stable and harmonious development of social order.

[0069] In this embodiment, the application of legal person file reorganization mainly deletes redundant fields, simplifies and ensures the comprehensiveness of basic information, and forms standardized enterprise (merchant) file information, including basic information, business information, dynamic information, etc. Adjust the display area of ​​regular fields and special fields, and take user usage habits as the leading factor to achieve the goal of comprehensive display of enterprise (merchant) files, reasonable layout, and reduce unnecessary operations of staff.

[0070] In addition, it is also possible to collect all elements of the enterprise archives information of enterprises (merchants), solve key issues such as enterprise management, services, prevention and control, and ultimately achieve one file for each enterprise, risk assessment, and daily visits.

[0071] The video management reorganization application in this embodiment is mainly to realize the unified integration and management of video resources, solve the problems of video resource sharing, use, classification, etc., and the management interface is redesigned and developed to achieve simple and intuitive operation.

[0072] Optionally, the community integrated data center is also used for:

[0073] Integrate the community perception data collected by the community event perception module to generate a visit information management application, including:

[0074] Generate a visit information management application to match corresponding grid members for different communities and count the enterprise visit data and / or resident visit data collected by the grid members.

[0075] In this embodiment, a data statistics function is added for enterprise visit data and resident visit data to facilitate the community's assessment and management of visit work. In addition, the grid workers' home visit personnel are automatically matched with personal visits and family visits to solve the problems of low efficiency and heavy workload of paper visits.

[0076] Optionally, it also includes an Internet of Things data exchange module, which is deployed on the server in the form of middleware and automatically calls the simulation operation service produced on the server;

[0077] The IoT data exchange module is used to collect the input data entered by window personnel on the government service system and perform statistical analysis on the input data.

[0078] In this embodiment, the data intelligent exchange technology adopts the middleware method, deploys automatic analysis and exchange services on the server side, and adopts a fully automatic exchange method. Window personnel enter data in government services, and automatically call the simulation operation service API interface produced on the server to completely simulate the operation process in the business system. Window personnel do not need to perform other operations, and they can enter data once and exchange automatically.

[0079] In this embodiment, the following technologies are used to develop the middleware technology, as follows:

[0080] Middleware is an independent system software or service program that allows distributed applications to share resources between different technologies. Middleware is located on the client / server operating system and manages computing resources and network communications. Middleware is divided into data access middleware, remote procedure call middleware, message middleware, transaction middleware, object middleware, etc.

[0081] At present, middleware technology has gradually matured as the core strategy of many large software manufacturers. From the user's perspective, using middleware as an information system platform is an inevitable trend.

[0082] The more popular definition of middleware is: Middleware is an independent system software or service program that allows distributed applications to share resources between different technologies. Middleware sits on top of the client / server operating system and manages computing resources and network communications.

[0083] From the definition of middleware, we can see that middleware is a type of software, not a type of software; middleware not only realizes interconnection, but also realizes interoperability between applications; middleware is software based on distributed processing, and its network communication function is particularly emphasized in the definition.

[0084] The development of the automatic analysis exchange service in this embodiment is as follows:

[0085] (1) Data interface (API) generation:

[0086] Based on software architecture reconstruction technology, the data service interface of the business system can be rebuilt from the presentation layer of the business system without intruding into the source system.

[0087] (2)Data interface (API) operation:

[0088] Provide an API operating environment and ensure the reliability, stability and security of API operation based on high availability mechanisms, security protection mechanisms and caching mechanisms.

[0089] (3)Data interface (API) management:

[0090] The main goal of interface management is to complete the configuration, service monitoring, statistical analysis and other functions related to intelligent data exchange. In the operation and maintenance phase after the project is completed, the operation and maintenance administrator can use the management platform to monitor, analyze and manage the operation of the API interface service.

[0091] Optionally, the community big data analysis module is specifically used for:

[0092] Divide the management area into unit grids according to preset standards and collect community perception data for each unit grid;

[0093] Intelligently analyze community perception data, identify abnormal situations, and generate early warning information.

[0094] In this embodiment, big data, artificial intelligence, blockchain, and Internet of Things technologies are used as means, and community services are used as the entry point to integrate community people, land, things, objects, feelings, and organizations, and divide the management area into unit grids according to certain standards for management. That is, according to the principles of territorial management, geographical layout, and current situation management, the jurisdiction is divided into several grid-shaped units, and dynamic and all-round management is implemented for each grid, and the information of people, feelings, land, things, objects, and organizations in the grid is fully and dynamically grasped. The comprehensive management platform for community governance under the "Internet +" model transforms traditional grid management into a digital management model. This digital management model has established a set of sophisticated, accurate, and standardized comprehensive management service systems. Through this system, the government integrates government resources to provide active, efficient, and targeted services to residents in the jurisdiction, thereby improving the efficiency of public management and comprehensive services.

[0095] In this embodiment, the perception data may be video data, face recognition data, sensor data, etc., and the abnormal situation and warning information include:

[0096] (1) Smoke warning event connection

[0097] Collect data from the community's smoke sensors to connect smoke warning events for intelligent transfer, timely reminders, handling feedback, and solve the smoke warning closed loop.

[0098] (2) Garbage overflow incident connection

[0099] Collect video data near the trash cans, conduct intelligent case transfer and disposal feedback for garbage overflow incidents, and solve the problem of timely cleaning of overflowing trash cans.

[0100] (3) Illegal parking incident coordination

[0101] Collect video data near parking spaces, conduct AI analysis, intelligent transfer, disposal feedback, assessment and evaluation on illegal parking incidents to solve the problem of illegal parking incidents.

[0102] (4) Face recognition event connection

[0103] Collect data from cameras near the community, conduct AI analysis on key populations, conduct intelligent transfer, and handle feedback to achieve key population prevention and control, intelligent reminders, and intelligent discovery.

[0104] (5) Battery car docking in the elevator

[0105] Collect video data near parking spaces to provide timely warnings when electric vehicles enter elevators, and intelligently transfer data to the property management center for handling and feedback.

[0106] (6) Crowd gathering event connection

[0107] Data from cameras near the community are collected to connect with crowd gathering incidents to transfer cases to the smart center and transfer them to relevant staff for handling.

[0108] (7) Smart access control event connection

[0109] Collect access control identification data, reuse smart access control, connect access control events to the smart center for transfer, and send short messages to remind relevant staff to handle and feedback in a timely manner.

[0110] (8) High-altitude object throwing incident coordination

[0111] The camera data near the community is collected. The high-altitude object throwing AI intelligent recognition system uses the surveillance video sent back by the high-definition camera equipped on the front end or the installed high-definition camera. The back-end video analysis processor integrates machine vision, deep learning image processing, pattern recognition, measurement and other related technologies. It obtains video data from the monitoring site in real time and deeply understands it. It automatically detects abnormal events and alarms in the scene, and intelligently transfers the warning information generation event to the staff's handheld terminal for disposal and feedback.

[0112] (9) Video analysis access

[0113] Collect video data near parking spaces, conduct AI intelligent analysis on illegal parking, objects dropped from high places, electric bikes entering elevators, and crowd gatherings, issue timely warnings when abnormal situations are discovered, and generate events.

[0114] (10) Face recognition access

[0115] Collect facial recognition data to implement facial control for key groups, access camera AI analysis, and solve the management and control issues of key care personnel through AI recognition.

[0116] (11) Smart access control

[0117] Collect facial recognition data of community smart access control, realize facial recognition access to smart access control, realize going out record, access control status, and scenes where the elderly have not gone out for a long time.

[0118] (12) Waterlogging monitoring access

[0119] Collect data from water level sensors near the community, conduct real-time monitoring of low-lying passages, places prone to waterlogging and posing safety hazards, and provide real-time warnings and reminders when problems such as waterlogging are discovered.

[0120] (13) Smart light pole access

[0121] Collect data from smart lamp poles near the community, and integrate one-click calling terminal equipment, advertising screens, smart speakers, etc. into a smart lamp pole to solve the problems of problem discovery, emergency calls, timely response, timely information transmission, and timely notification broadcasting.

[0122] (14) Intelligent manhole cover access

[0123] Collect data from sensors installed on manhole covers near communities to implement intelligent monitoring of manhole covers, provide timely warnings in the event of damage or rollover, and generate event feedback to users.

[0124] In this embodiment, reports are generated, automatically pushed, and personalized intelligent reports are created for all abnormal situations in the community every week. Figure 2As shown in the figure, this is the generated report. All abnormal situations can be presented in the form of tree diagrams, bar charts, and distribution charts.

[0125] Optionally, the community big data analysis module is specifically used for:

[0126] Abnormal situations and warning information are displayed through GIS visualization software, and the community is managed through GIS visualization software.

[0127] The GIS visualization software development in this embodiment is as follows:

[0128] Based on Cesium optimization and improvement and B / S architecture design, it is a 2D and 3D geographic information visualization development platform that supports plug-in-free operation on the web. It adopts a lightweight system operation mode, can quickly access and use a variety of online data, complete the flexible application of the platform in different industries, enrich the map display form and style, strengthen GIS analysis and judgment capabilities, deeply integrate GIS data with community management, transform it into applications related to community governance business, and empower community governance.

[0129] In this embodiment, the GIS visualization software can also realize the following four big data conversions, as follows:

[0130] (1) Figure 3 As shown, it integrates regional information on people, land, objects, emotions, events, organizations, and houses, coordinates public management, public services, and commercial services, and is supported by a comprehensive information service platform for smart communities. It relies on modern intelligent facilities to integrate portals, security, face, and community monitoring data, and uses GIS three-dimensional smart community visualization to strengthen the online collaboration of community managers, facilitate actions, and standardize processes; it realizes the flattening, digitization, and detailed management of community population data, and can realize visualization and refined management in daily work, and realize the timeliness, normalization, and all-weather management of social services. It solves social problems in their infancy and reduces the possibility of social conflicts.

[0131] (2) Figure 4 As shown, according to the application of the middle platform such as population, enterprises, buildings, houses, videos, etc., the data is summarized, screened, counted and analyzed, and corresponding performance data reports and early warning reminders are generated according to the work standards. Relying on big data technology, a core data resource pool is built, and massive data resources of the internal and external networks are connected. Various information is collected through multi-dimensional and multi-channel means such as basic data and work data, and work-related situations are displayed in a graphical way to provide a basis for management services and auxiliary decision-making.

[0132] (3) Figure 5As shown, by dynamically collecting information from the grid and sharing it with basic information resources such as population and legal persons, a public service mechanism indexed by resident ID card numbers is established. Information is automatically compared to generate a service list, and grid workers take the initiative to provide services at home, truly enabling citizens to enjoy related services with less running around and less proof. Through all-round visual analysis of grid division, event source analysis, event type analysis, event distribution analysis, grid event comparison analysis, etc., data support is provided for community grid governance.

[0133] (4) Figure 6 As shown, relying on the real-time IoT perception data accumulated by the platform and integrating the basic data of safe communities for collision analysis, it combines environmental monitoring, smart trash cans, smart smoke sensors, smart light poles, smart manhole covers, and water accumulation monitoring for all-round analysis and judgment.

[0134] Optionally, a work end app is also included;

[0135] The work-end app is used to provide users with system functions, including building collection, household information collection, population collection, population query, legal person collection, conflict and dispute collection, security risk reporting, emergency handling, visit and care, publicity and education, pending tasks, video calls, daily inspections, notifications and announcements, and system management.

[0136] In this embodiment, the functions of each working end app are as follows:

[0137] (1) Building collection

[0138] The building information collection module manages the buildings within the grid by building, and is mainly used to collect and register the building house number information and basic information of the building.

[0139] (2) Household information collection

[0140] The household information collection module manages the housing information of residents according to the household house numbers, and is mainly used to collect information such as house numbers and homeowners.

[0141] (3) Population collection

[0142] The population collection module manages population information by household, and is mainly used to collect and register the actual resident population information of each household. Resident types include permanent residents, floating population, and overseas personnel. By selecting different resident types, the corresponding resident information is collected.

[0143] (4) Population Query

[0144] The population query module searches for basic population information based on name, ID number, house number, residential status and other factors. This module has strict control over data query permissions. Grid members can only search for information about people within the grid and are limited to serving daily management and service work within the grid.

[0145] (5) Collection by legal persons

[0146] The legal person collection module collects legal person outlets involved in production and sales within the grid, including operations such as adding, modifying, and deleting legal person industrial and commercial registration information. It can also query by legal person name, registration number and other elements, and perform classification management according to legal person type.

[0147] (6) Collection of conflicts and disputes

[0148] In their daily work, grid workers can report information such as conflicts, disputes, demands and requests of the public. Problems can be reported to the conflict and dispute investigation and resolution system in the form of text, pictures, voice, etc., and diverted to the corresponding functional departments for processing.

[0149] (7) Reporting of public security risks

[0150] In their daily work, grid members should promptly report security risks within the grid, discover and deal with risks early, and dynamically track the handling of risks.

[0151] (8) Emergency response

[0152] Grid workers can respond quickly to emergencies. The system provides a one-click alarm function, automatically obtains the real-time location information of grid workers, and assists in manual input of alarm information, taking photos and other attachments to quickly report and handle emergencies.

[0153] (9) Visits and care

[0154] Grid workers use the visiting and caring module of mobile terminals to visit various special groups within their jurisdiction, record their current conditions, and achieve dynamic supervision.

[0155] (10) Publicity and education

[0156] You can check the publicity information and publicity materials issued by relevant departments, and carry out moral publicity, legal publicity and other publicity and education for the masses in daily work to expand the channels of communication.

[0157] (11) To-do tasks

[0158] To-do tasks are a unified management of grid workers' to-do items. Grid workers can quickly check the matters that need to be handled by themselves and the matters that have been handled. It also provides a quick entry for tasks, so they can directly handle the corresponding tasks. Community-related information reported by volunteers can also be viewed in the to-do tasks, and further processing can be done based on the actual situation.

[0159] (12) Video call

[0160] Grid workers can discover emergencies through the video call module integrated in the community E-tong, collect and report on-site audio and video in real time, support two-way audio and video communication, and accept command and dispatch from grid service centers at all levels.

[0161] (13) Daily inspection

[0162] The grid service center assigns specific daily patrol tasks to grid workers. Grid workers carry out daily patrol work according to the tasks and use the satellite positioning function to record the grid workers' patrol tracks in real time to achieve traceable management of the work.

[0163] (14) Notices and Announcements

[0164] Notices and announcements realize unified management of notices and announcements related to comprehensive governance, and the notice and announcement information issued by the grid service center can be checked at any time.

[0165] (15) System Management

[0166] System management functions include user password modification, system upgrade and update, system cache cleaning, system logout and other functions.

[0167] Those skilled in the art know that the present invention can be implemented as a system, method or computer program product. Therefore, the present disclosure can be specifically implemented in the following forms, namely: it can be complete hardware, it can be complete software (including firmware, resident software, microcode, etc.), or it can be a combination of hardware and software, generally referred to as "circuit", "module" or "system" herein. In addition, in some embodiments, the present invention can also be implemented in the form of a computer program product in one or more computer-readable media, and the computer-readable medium contains computer-readable program code. Computer-readable storage media can be, for example, but not limited to - electrical, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices or devices, or any combination of the above.

[0168] In the description of this specification, the description with reference to the terms "one embodiment", "some embodiments", "example", "specific example", or "some examples" etc. means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present invention. In this specification, the schematic representations of the above terms do not necessarily refer to the same embodiment or example. Moreover, the specific features, structures, materials or characteristics described may be combined in any one or more embodiments or examples in a suitable manner. In addition, those skilled in the art may combine and combine the different embodiments or examples described in this specification and the features of the different embodiments or examples, without contradiction.

[0169] Although the embodiments of the present invention have been shown and described above, it is to be understood that the above embodiments are exemplary and are not to be construed as limitations of the present invention. A person skilled in the art may change, modify, replace and vary the above embodiments within the scope of the present invention.

Claims

1. A community intelligence management platform focusing on community events, characterized by: It includes community integrated data center, business application module, interface display module, community event perception module and community big data analysis module, among which: The community integration data center is used to integrate the community perception data collected by the community event perception module to generate various business applications corresponding to the business application module; The interface display module is used to visually display each of the business applications and provide users with interaction with each of the business applications; The community big data analysis module is used to perceive and manage the community operation status based on the community perception data.

2. A community intelligence management platform focusing on community events according to claim 1, characterized in that: The community-integrated data center has a built-in AI multimodal large model with DreamLLM as the learning architecture.

3. A community intelligence management platform focusing on community events according to claim 1, characterized in that: The interface display module uses JavaScript as the scripting language, vue-cli as the scaffolding, Element-ui as the component library, Vue Router as the routing manager, and VueX as the state management tool.

4. A community intelligence management platform focusing on community events according to claim 1, characterized in that: The business application module includes a development kit, an operating platform and an application integration connection component, wherein: The development suite describes the input end, output end, corresponding relationship and processing requirements of the application integration connection component respectively through a preset tool, and generates the corresponding application integration connection component according to the description using an existing basic template; And deploy the application integration connection component to the operating platform through a deployment tool.

5. A community intelligence management platform focusing on community events according to claim 1, characterized in that: The community integrated data center is specifically used for: Integrate the community perception data collected by the community event perception module to generate population archive reorganization application, legal person archive reorganization application and video management reorganization application, wherein: The population file reorganization application is used to redesign and layout the population file, add necessary fields, delete redundant fields, form personal file information, and classify and manage the personnel corresponding to the personal file information; The legal person archive reorganization application is used to delete redundant fields of enterprise archives, form enterprise archive information, and uniformly manage enterprise archive information; The video management reorganization application is used for unified integration and management of video resources.

6. A community intelligence management platform focusing on community events according to claim 5, characterized in that: The community integrated data center is also used for: Integrate the community perception data collected by the community event perception module to generate a visit information management application, where: The visit information management application is used to match corresponding grid members for different communities and to count the enterprise visit data and / or resident visit data collected by the grid members.

7. A community intelligence management platform focusing on community events according to claim 1, characterized in that: Also includes: An IoT data exchange module, which is deployed on the server in the form of middleware and automatically calls the simulation operation service produced on the server; The Internet of Things data exchange module is used to collect the input data entered by window personnel in the government service system and perform statistical analysis on the input data.

8. A community intelligence management platform focusing on community events according to claim 1, characterized in that: The community big data analysis module is specifically used for: Divide the management area into unit grids according to preset standards, and collect community perception data of each unit grid; Intelligently analyze the community perception data, determine abnormal situations, and generate early warning information.

9. A community intelligence management platform focusing on community events according to claim 8, characterized in that: The community big data analysis module is specifically used for: The abnormal situation and warning information are displayed through GIS visualization software, and the community is managed through the GIS visualization software.

10. A community intelligence management platform focusing on community events according to claim 8, characterized in that: It also includes work-side apps; The work-end app is used to provide system functions for users, wherein the system functions include building collection, household information collection, population collection, population query, legal person collection, conflict and dispute collection, security risk reporting, emergency handling, visit and care, publicity and education, pending tasks, video calls, daily inspections, notifications and announcements, and system management.

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