Public security management platform system

Abstract

The invention provides a public security management platform system. The public security management platform system comprises a cloud platform basic support layer (IAAS), a cloud platform service layer (PAAS), a big data service layer (DAAS) and a software application service layer (SAAS), the IAAS performs cloud construction covering various special industry basic services on the basis of a cloud service platform; the PAAS applies for cloud resources of cloud construction from the IAAS for instantiation operation through an integrated standardized interface, and provides services for the PAAS and the DAAS; the DAAS gathers data of existing different special industry systems, carries out full-life-cycle data governance on the accessed data, and constructs a resource system of special industry public security management and control practical application information; the SAAS provides a basic component, a universal component and a tool component, constructs a full-quantity knowledge graph, a panoramic file and a model supermarket, and realizes public security early warning, track query and real-time monitoring of the special industry through whole-network deployment and control. Information barriers among data are reduced, comprehensive analysis is facilitated, and the early warning and coping efficiency of public security problems is improved.

Description

Technical Field

[0001] The present application relates to the field of cloud service technology, and in particular to a public security management platform system. Background Art

[0002] As society develops into the information age, public security management is facing increasingly diverse and complex new situations and tasks. The problems and shortcomings of information-based public security management in the current grassroots management of society are becoming increasingly prominent. Among them, public security control of special industries, such as entertainment, hotel, seal, lock, pawn, scrap metal recycling, online car-hailing and other special industries, all belong to the scope of public security control of special industries. However, when these different industries are under control for public security management, the types of data to be controlled vary greatly, and the management processes are also different. At present, the traditional way of public security management of these different special industries still uses multiple sets of management systems corresponding to different industries for targeted management. There are serious information barriers between each management system, which makes it difficult to build friendly information exchange between each system. In addition, the data standards of basic information of different characteristic industries are not consistent, the data is isolated and scattered, and the data business empowerment is not sufficient, which makes it difficult for managers to conduct comprehensive analysis of the information obtained by different special industry management systems when conducting public security management, and it is difficult to timely discover social security problems for efficient response and processing. To this end, how to achieve integrated control and information flattening command of special public security industries and enhance the prevention and control capabilities of public security management platform systems has become a technical problem that urgently needs to be solved in the industry. Summary of the invention

[0003] In view of this, the embodiments of the present application provide a public security management platform system, device and related equipment to at least partially solve the above problems.

[0004] The embodiment of the present application provides a public security management platform system, including: the public security management platform system, characterized in that it includes: a cloud platform basic support layer, a cloud platform service layer, a big data service layer and a software application service layer;

[0005] The cloud platform basic support layer (IAAS) is based on the cloud service platform and carries out cloud construction covering a variety of basic services for special industries;

[0006] The cloud platform service layer (PAAS) applies for cloud resources of cloud construction from the cloud platform basic support layer through an integrated standardized interface, instantiates the cloud resources for service, and provides services to the big data service layer and the application service layer; wherein the instantiation of the service includes one or more of data storage services, data computing services, application middleware services, application development services, and cloud platform support technology services;

[0007] The big data service layer (DAAS) is used to aggregate and access data from existing different special industry systems, conduct data governance of the accessed industry data throughout its life cycle, and build a resource system for practical application information of special industry public security control;

[0008] The software application service layer (SAAS) provides basic components, general components and tool components for building a full knowledge graph, panoramic archives and model supermarket of public security management information, and based on the whole network control method, realizes public security early warning, trajectory query and real-time monitoring of special industries.

[0009] Optionally, in an embodiment of the present application, the resource system for constructing the practical application information of public security control in special industries includes: constructing a subject database including related personnel information, related location information, related transaction information, case information and organizational information based on the accessed data; and a public security subject database including key personnel information, key venue information, character trajectory information, public opinion clue information and intelligence clue information;

[0010] Based on the subject database and public security database, a resource system of practical application information of public security control in special industries is formed.

[0011] Optionally, in an embodiment of the present application, the cloud platform basic support layer (IAAS) is based on the cloud service platform to carry out cloud construction covering a variety of special industry basic services, including:

[0012] The cloud platform basic support layer is based on a trusted cloud service platform, coordinates the configuration of the system's data computing resources, storage resources and network resources, and manages the computer room facilities, broadband services and other infrastructure equipment associated with the system, so as to realize cloud-based construction covering a variety of basic services for special industries.

[0013] Optionally, in an embodiment of the present application, the cloud platform service layer (PAAS) applies for cloud resources for cloud construction from the cloud platform basic support layer through an integrated standardized interface, and instantiates and runs the cloud resources as a service, including:

[0014] Apply to the cloud platform basic support layer for computing resources for cloud construction, which are used to provide one or more data processing services for the system through the cloud platform service layer. The data processing services include at least: offline data processing, real-time data processing, graph data processing, streaming data processing, in-memory computing and machine learning;

[0015] Apply to the cloud platform basic support layer for storage resources of cloud construction, which are used to provide one or more data storage services for the system through the cloud platform layer. The data storage services include at least one or more of distributed file storage database, distributed parallel database, relational database, memory database, graph database, and full-text database, so as to provide the system with a full amount of public security data storage services;

[0016] Optionally, in one embodiment of the present application, the cloud platform service layer also accesses trusted third-party services and provides a variety of basic technical support and application middleware for collaborative support system services;

[0017] The various basic technical supports include: one or more basic support services of basic knowledge graphs, speech recognition, map services, intelligent recognition engines, visual BI, search engines and identity authentication for various special industries;

[0018] The application middleware is used to support the task scheduling, transmission exchange and service bus service of the system, and is provided with message middleware and cache middleware.

[0019] Optionally, in one embodiment of the present application, the application development service is also used to provide application development capabilities for authenticated users, and the application development capabilities include one or more of authentication services, authorization services, allocation of API gateways, setting up the microservice framework of the public security management platform system, developing public security workflows, managing application lifecycles, and user project management.

[0020] Optionally, in an embodiment of the present application, the construction of a full knowledge graph, a panoramic archive and a model supermarket of public security management information includes:

[0021] Based on the basic knowledge graphs of different special industries provided by the cloud platform service layer, a full knowledge graph of public security management information is constructed to express the entity-relationship-event model of public security information, so as to achieve deep data governance of multi-source data fusion, relationship sorting and deep deduplication; wherein the entities include at least: people, households, vehicles, telephone numbers, cases, and police information; the relationships include at least: people-devices, people-applications, and kinship; events include: communication events, accommodation events, travel events, and violation information;

[0022] Based on the full knowledge graph, personnel files and transportation files are established to form the panoramic file, which is used to support attention to key information and panoramic retrieval;.

[0023] Based on the panoramic knowledge graph, data model operators are used to construct a model supermarket including a variety of technical and tactical analysis models to support public security personnel in conducting one or more public security information analyses including public security event analysis, personnel analysis and vehicle analysis.

[0024] Optionally, in one embodiment of the present application, the data governance of the accessed industry data throughout its life cycle includes: generating a data resource directory, classifying the accessed data, analyzing the relationship between the accessed data, synchronizing data based on the generation time of the data, and performing data quality management.

[0025] Optionally, in one embodiment of the present application, the software application service layer (SAAS) is also configured with an attendance management function and a police situation linkage function;

[0026] The attendance management function is used to manage the attendance information of the staff and on-duty personnel of the public security management platform system;

[0027] The police situation linkage function is used to link the received police situation information with the public security management information stored in the public security management platform system.

[0028] Optionally, in one embodiment of the present application, the software application service layer is also provided with a multi-terminal access interface for system access by mobile user terminals, vehicle-mounted equipment, duty clients, large screens of public security management centers and other devices.

[0029] The embodiment of the present application provides a public security management platform system, including: a cloud platform basic support layer, a cloud platform service layer, a big data service layer and a software application service layer; the cloud platform basic support layer is based on the cloud service platform, and carries out cloud construction covering a variety of special industry basic services; the cloud platform service layer (PAAS) applies for cloud resources for cloud construction from the cloud platform basic support layer through an integrated standardized interface, instantiates the cloud resources for services, and provides services to the big data service layer and the application service layer; wherein the instantiation of the service includes data storage services, data computing services, and application services. One or more of the following: middleware services, application development services, and cloud platform support technology services; the big data service layer (DAAS) is used to aggregate and access the data of existing different special industry systems, perform data governance of the accessed industry data throughout the life cycle, and build a resource system for the actual application information of public security control in special industries; the software application service layer (SAAS) provides basic components, general components, and tool components for building a full knowledge graph, panoramic archives, and model supermarket for public security management information, and based on the whole network control method, realizes public security early warning, trajectory query, and real-time monitoring of special industries. The public security management system disclosed in this application can stably rely on the existing data collection systems of different characteristic industries to acquire data, realize the corresponding storage, data governance, and analysis and judgment of different acquired data, and combine the deployed intelligent application practical skills to effectively improve the information integration and management efficiency of public security information, reduce the information barriers between different special industry data, and realize information exchange between different systems, which is convenient for comprehensive analysis of information, so that social security problems can be discovered in time and dealt with efficiently. BRIEF DESCRIPTION OF THE DRAWINGS

[0030] In order to more clearly illustrate the embodiments of the present application or the technical solutions in the prior art, the drawings required for use in the embodiments or the description of the prior art will be briefly introduced below. Obviously, the drawings described below are only some embodiments recorded in the embodiments of the present application. For ordinary technicians in this field, other drawings can also be obtained based on these drawings.

[0031] Figure 1 A schematic diagram of the structure of a public security management platform system provided in an embodiment of the present application. DETAILED DESCRIPTION

[0032] In order to enable those skilled in the art to better understand the technical solutions in the embodiments of the present application, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of the embodiments. All other embodiments obtained by ordinary technicians in this field based on the embodiments in the embodiments of the present application should fall within the scope of protection of the embodiments of the present application.

[0033] It should be understood that the various steps described in the method implementation of the present application can be performed in different orders and / or performed in parallel. In addition, the method implementation may include additional steps and / or omit the steps shown. The scope of the present application is not limited in this respect.

[0034] Embodiment 1

[0035] The present application embodiment provides a public security management platform system, such as Figure 1 As shown, Figure 1 A schematic diagram of the structure of a public security management platform system provided in an embodiment of the present application, the public security management platform system includes: a cloud platform basic support layer (IAAS), a cloud platform service layer (PAAS), a big data service layer (DAAS) and a software application service layer (SAAS);

[0036] The cloud platform basic support layer (IAAS) is based on the cloud service platform and carries out cloud construction covering a variety of basic services for special industries;

[0037] The cloud platform service layer (PAAS) applies for cloud resources of cloud construction from the cloud platform basic support layer through an integrated standardized interface, instantiates the cloud resources for service, and provides services to the big data service layer and the application service layer; wherein the instantiation of the service includes one or more of data storage services, data computing services, application middleware services, application development services, and cloud platform support technology services;

[0038] The big data service layer (DAAS) is used to aggregate and access data from existing special industry systems, conduct data governance for the entire life cycle of the accessed industry data, and build a resource system for practical application information of special industry public security control;

[0039] The software application service layer (SAAS) provides basic components, general components and tool components for building a full knowledge graph, panoramic archives and model supermarket of public security management information, and based on the whole network control method, it realizes public security early warning, trajectory query and real-time monitoring of special industries.

[0040] In the actual application scenario of the embodiment of the present application, the above four layers included in the system implement interface standardization in accordance with unified management requirements to support information exchange between layers, thereby ensuring that the system interface is friendly, concise, easy to use, and easy to operate, thereby ensuring high acceptance among staff.

[0041] Specifically, in an optional implementation of the embodiment of the present application, the cloud platform basic support layer (IAAS) is based on the cloud service platform to carry out cloud construction covering a variety of special industry basic services, including: the cloud platform basic support layer is based on the trusted cloud service platform 10, and coordinates the configuration of the system's data computing resources 101, storage resources 102 and network resources 103, and manages the computer room facilities 104, broadband services 105 and other infrastructure equipment 106 associated with the system to achieve cloud construction covering a variety of special industry basic services. In the embodiment of the present application, IAAS is the abbreviation of Infrastructure-as-a-Service, which is translated as Infrastructure as a Service and is a service model in cloud computing. In the IaaS model, users can access infrastructure such as computing resources, storage resources, and network resources through the network without having to maintain and manage these resources themselves. The essence of IAAS is to maintain and manage the equipment (such as disks, servers, and networks) in physical centers and data centers, and then abstract these devices into a series of available services. Users can access the virtual infrastructure and complete resource deployment and operation in a few minutes by calling APIs or logging in to the web management terminal. By constructing services through the IASS layer, flexible and scalable infrastructure services can be provided, which can improve the flexibility of the platform system and reduce the large initial investment and maintenance costs of system operation.

[0042] Optionally, in one implementation of the embodiment of the present application, the resource system for constructing the practical application information of public security control in special industries includes: based on the accessed data, constructing a subject database including related personnel information, related location information, related transaction information, case information and organizational information; and a public security special database of key personnel information, key place information, character trajectory information, public opinion clue information and intelligence clue information; based on the subject database and the public security special database, to form the resource system for the practical application information of public security control in special industries. By constructing a resource system for the practical application information of public security control in characteristic industries, the embodiment of the present application enables the platform system to rely on the existing systems for the management of various special industries to collect and obtain information, without the need to redevelop the corresponding data collection user terminal, and without affecting the daily work of grassroots public security duty personnel.

[0043] Optionally, in one embodiment of the present application, the cloud platform service layer (PAAS) applies for cloud resources of cloud construction from the cloud platform basic support layer through an integrated standardized interface, and instantiates the cloud resources for service, including: applying for computing resources of cloud construction from the cloud platform basic support layer, which is used to provide one or more data processing services 20 for the system through the cloud platform service layer, and the data processing services at least include: offline data processing 201, real-time data processing 202, graph data processing 203, streaming data processing 204, memory computing 205 and machine learning 206; applying for storage resources of cloud construction from the cloud platform basic support layer, so as to provide one or more data storage services 21 for the system through the cloud platform layer, and the data storage services at least include: one or more of distributed file storage database 211, distributed parallel database 212, relational database 213, memory database 214, graph database and full-text database, so as to provide the system with a full amount of public security data storage services. Thus, the PAAS layer can be used to provide the system with collaborative support after the data of other platforms or systems are imported. At this stage, the embodiment of the present application provides data aggregation and access for various special industries through PAAS (Platform-as-a-Service), performs targeted storage and data analysis and processing on the accessed data in various situations, obtains solutions, saves the system's hardware costs, reduces the information barriers between existing special industry systems and between relatively isolated and scattered data collected by various special industries, and makes it easier to carry out comprehensive analysis of various types of data to support public security information.

[0044] Optionally, in an implementation of the embodiment of the present application, the cloud platform service layer also accesses a trusted third-party service 22, and provides a variety of basic technical support 23 and application middleware 24, which are used to collaboratively support the service work of the DAAS layer and the SAAS layer of the system;

[0045] Among them, the various basic technical supports include: one or more basic support services of basic knowledge graphs 231, speech recognition 232, map services 233, intelligent recognition engines 234, visual BI 235, search engines 236 and identity authentication 237 of various special industries; the application middleware is used to support the task scheduling 241, transmission exchange 242 and service bus service 243 of the system, and is provided with communication middleware such as message middleware 244 and cache middleware, so as to facilitate communication docking and transmission with other systems. At this stage of the present application, the service function expansion of the system is made easier and safer by accessing trusted third-party services. And further, through the above-mentioned basic technical support and application middleware provided, the implementation process of the system disclosed in the embodiment of the present application in docking with the existing various special industry management systems becomes easier, and the docking compatibility is better. At the same time, the system can also enable the imported data more fully, and improve the comprehensive analysis ability and data utilization rate of the collected data.

[0046] Optionally, in one embodiment of the present application, the application development service is specifically used to provide application development capabilities 25 for authenticated users, and the application development capabilities include authentication services 251, authorization services 253, allocation of API gateways 253, setting of a service framework 254 for microservices of the public security management platform system, development of public security workflows, management of application life cycles, user project management, etc., so as to facilitate operation and maintenance personnel to develop applications that meet new service requirements in the later operation and maintenance process, and to achieve full life cycle management of newly developed applications, provide full life cycle development services for PC applications and mobile applications, and achieve rapid development and release of innovative applications and special applications.

[0047] Optionally, in one embodiment of the present application, the construction of the full knowledge graph 31, panoramic archive 32 and model supermarket 33 of public security management information includes: based on the basic knowledge graph 231 of different special industries provided by the cloud platform service layer (PAAS), the full knowledge graph 31 of public security management information is constructed to express the entity-relationship-event model of public security information, so as to realize the deep data governance of multi-source data fusion, relationship sorting and deep deduplication; wherein the entities include at least: people, households, cars, telephone numbers, cases and police information; the relationships include at least: people-equipment, people-applications and relatives; events include: communication events, accommodation events, travel events and violation information; thereby ensuring the comprehensiveness of deep data governance of public security information and providing users with more accurate public security warning prompts. Based on the full knowledge graph 31, personnel archives and transportation tool archives are established to form the panoramic archive 32, which is used to support the focus on key information and panoramic retrieval, so as to facilitate users to conduct targeted and comprehensive public security information retrieval.

[0048] Based on the panoramic knowledge graph 31, a data model operator is used to construct a model supermarket 33 including a variety of technical and tactical analysis models, which is used to support public security personnel in conducting public security information analysis including one or more of public security event analysis, personnel analysis and vehicle analysis. For example, by using data model operators such as adding field operators, modifying field operators, streaming output table operators, data filtering operators, selecting column operators, and intersection operators, technical and tactical models such as case analysis models, personnel analysis models, and vehicle analysis models can be constructed to better support staff in supporting the intelligent application of the system through retrieval methods such as fuzzy retrieval or label retrieval.

[0049] Optionally, in one implementation of the embodiment of the present application, the data governance of the accessed industry data throughout its life cycle includes: generating a data resource directory 401, classifying the accessed data 402, analyzing the relationship between the accessed data 403, synchronizing the data based on the generation time of the data 404, and performing data quality management 405, so as to achieve orderly management of the accessed data.

[0050] Optionally, in an implementation of the embodiment of the present application, the data access includes reconciling the accessed data, periodically reading the data collected by each special industry, defining the data, and exploring the data;

[0051] Furthermore, the DAAS layer is also configured with a data processing module 41, a data organization module 42 and a data service module 43. The data processing module is used to perform data identification, data comparison, data association, data cleaning, data extraction and targeted data distribution on the accessed data; the data organization module is used to build a resource library, a subject library, a business library and a knowledge base; the service module is used to perform comparison subscription, data push, data management, data authentication and query retrieval services on the results of data comparison. The embodiment of the present application configures these three functional modules at the DAAS layer, which can make the data imported into the system more hierarchical, thereby providing users with more abundant and diverse data support.

[0052] Optionally, in an embodiment of the present application, the software application service layer (SAAS) is further configured with an attendance management function 35 and a police situation linkage function 36; wherein the attendance management function is used to manage the attendance information of the staff and on-duty personnel of the public security management platform system; the police situation linkage function is used to link the received police situation information with the public security management information stored in the public security management platform system. Thus, the system described in the embodiment of the present application can meet more public security management work needs.

[0053] Optionally, in the summarized implementation of the embodiment of the present application, the software application service layer (SAAS) is also provided with a multi-terminal access interface 50 for system docking with the mobile user terminal 511, the vehicle-mounted device 512, the on-duty client 513, the public security management center large screen 514 and other devices 515. To better meet the work needs of different terminal users involved in public security management work.

[0054] The embodiment of the present application provides a public security management platform system, including: a cloud platform basic support layer, a cloud platform service layer, a big data service layer and a software application service layer; the cloud platform basic support layer is based on the cloud service platform, and carries out cloud construction covering a variety of special industry basic services; the cloud platform service layer (PAAS) applies for cloud resources for cloud construction from the cloud platform basic support layer through an integrated standardized interface, instantiates the cloud resources for services, and provides services to the big data service layer and the application service layer; wherein the instantiation of the service includes data storage services, data computing services, and application services. One or more of the following: middleware services, application development services, and cloud platform support technology services; the big data service layer (DAAS) is used to aggregate and access the data of existing different special industry systems, perform data governance of the accessed industry data throughout the life cycle, and build a resource system for the actual application information of public security control in special industries; the software application service layer (SAAS) provides basic components, general components, and tool components for building a full knowledge graph, panoramic archives, and model supermarket for public security management information, and based on the whole network control method, realizes public security early warning, trajectory query, and real-time monitoring of special industries. The public security management system disclosed in this application can stably rely on the existing data collection systems of different characteristic industries to acquire data, realize the corresponding storage, data governance, and analysis and judgment of different acquired data, and combine the deployed intelligent application practical skills to effectively improve the information integration and management efficiency of public security information, reduce the information barriers between different special industry data, and realize information exchange between different systems, which is convenient for comprehensive analysis of information, so that social security problems can be discovered in time and dealt with efficiently.

[0056] So far, the application has described specific embodiments of the subject matter of the application. Other embodiments are within the scope of the appended claims. In some cases, the actions recorded in the claims can be performed in different orders and still achieve the desired results. In addition, the processes depicted in the accompanying drawings do not necessarily require the specific order or continuous order shown to achieve the desired results. In some embodiments, multitasking and parallel processing can be advantageous.

[0057] In the 1990s, it was very clear whether the improvement of a technology was a hardware improvement (for example, improvements to the circuit structure of diodes, transistors, switches, etc.) or a software improvement (for the method flow). However, with the development of technology, many of the improvements of the method flow today can be regarded as direct improvements to the hardware circuit structure. Information aggregators almost always obtain the corresponding hardware circuit structure by programming the improved method flow into the hardware circuit. Therefore, it cannot be said that the improvement of a method flow cannot be implemented with a hardware entity module. For example, a programmable logic device (PLD) (such as a field programmable gate array (FPGA)) is such an integrated circuit whose logical function is determined by the user's programming of the device. A digital system layer is "integrated" on a PLD by the information aggregator himself, without the need to ask a chip manufacturer to aggregate information and make a dedicated integrated circuit chip. Moreover, nowadays, instead of manually making integrated circuit chips, this kind of programming is mostly implemented by "logic compiler" software, which is similar to the software compiler used when developing and writing programs, and the original code before compilation must also be written in a specific programming language, which is called hardware description language (HDL). There is not only one HDL, but many kinds, such as ABEL (Advanced Boolean Expression Language), AHDL (Altera Hardware Description Language), Confluence, CUPL (Cornell University Programming Language), HDCal, JHDL (Java Hardware Description Language), Lava, Lola, MyHDL, PALASM, RHDL (Ruby Hardware Description Language), etc. The most commonly used ones are VHDL (Very-High-Speed ​​Integrated Circuit Hardware Description Language) and Verilog. Those skilled in the art should also know that it is only necessary to program the method flow slightly in the above-mentioned hardware description languages ​​and program it into the integrated circuit, and then it is easy to obtain the hardware circuit that implements the logic method flow.

[0058] The controller can be implemented in any appropriate manner, for example, the controller can take the form of a microprocessor or processor and a computer-readable medium storing a computer-readable program code (such as software or firmware) that can be executed by the (micro)processor, a logic gate, a switch, an application-specific integrated circuit (ASIC), a programmable logic controller, and an embedded microcontroller. Examples of controllers include, but are not limited to, the following microcontrollers: ARC 625D, Atmel AT91SAM, Microchip PIC18F26K20, and Silicone Labs C8051F320. The memory controller can also be implemented as part of the control logic of the memory. Those skilled in the art also know that in addition to implementing the controller in a purely computer-readable program code manner, the controller can be implemented in the form of a logic gate, a switch, an application-specific integrated circuit, a programmable logic controller, and an embedded microcontroller by logically programming the method steps. Therefore, this controller can be considered as a hardware component, and the devices included therein for implementing various functions can also be regarded as structures within the hardware component. Or even, the devices for implementing various functions can be regarded as both software modules for implementing the method and structures within the hardware component.

[0059] The system layers, devices, modules or units described in the above embodiments may be implemented by computer chips or entities, or by products with certain functions. A typical implementation device is a computer. Specifically, the computer may be, for example, a personal computer, a laptop computer, a cellular phone, a camera phone, a smart phone, a personal digital assistant, a media player, a navigation device, an email device, a game console, a tablet computer, a wearable device, or a combination of any of these devices.

[0060] For the convenience of description, the above device is described in various units according to their functions. Of course, when implementing the present application, the functions of each unit can be implemented in the same or multiple software and / or hardware.

[0061] It should also be noted that the terms "include", "comprises" or any other variations thereof are intended to cover non-exclusive inclusion, so that a process, method, commodity or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, commodity or device. In the absence of more restrictions, the elements defined by the sentence "comprises a ..." do not exclude the existence of other identical elements in the process, method, commodity or device including the elements.

[0062] Those skilled in the art will appreciate that the embodiments of the present application may be provided as methods, system layers or computer program products. Therefore, the present application may adopt the form of a complete hardware embodiment, a complete software embodiment or an embodiment in combination with software and hardware. Moreover, the present application may adopt the form of a computer program product implemented on one or more computer-usable storage media (including but not limited to disk storage, CD-ROM, optical storage, etc.) that contain computer-usable program code.

[0063] The present application may be described in the general context of computer-executable instructions executed by a computer, such as program modules. Generally, program modules include routines, programs, objects, components, data structures, etc. that perform specific transactions or implement specific abstract data types. The present application may also be practiced in distributed computing environments where transactions are performed by remote processing devices connected through a communication network. In a distributed computing environment, program modules may be located in local and remote computer storage media, including storage devices.

[0064] Each embodiment in this specification is described in a progressive manner, and the same or similar parts between the embodiments can be referred to each other, and each embodiment focuses on the differences from other embodiments. In particular, for the system layer embodiment, since it is basically similar to the method embodiment, the description is relatively simple, and the relevant parts can be referred to the partial description of the method embodiment.

[0065] The above are only embodiments of the present application and are not intended to limit the present application. For those skilled in the art, the present application may have various changes and variations. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included within the scope of the claims of the present application.

Claims

1. A public security management platform system, characterized in that: include: Cloud platform basic support layer, cloud platform service layer, big data service layer and software application service layer; The cloud platform basic support layer (IAAS) is based on the cloud service platform and carries out cloud construction covering a variety of basic services for special industries; The cloud platform service layer (PAAS) applies for cloud resources of cloud construction from the cloud platform basic support layer through an integrated standardized interface, instantiates the cloud resources for service, and provides services to the big data service layer and the application service layer; wherein the instantiation of the service includes one or more of data storage services, data computing services, application middleware services, application development services, and cloud platform support technology services; The big data service layer (DAAS) is used to aggregate and access data from existing different special industry systems, conduct data governance of the accessed industry data throughout its life cycle, and build a resource system for practical application information of special industry public security control; The software application service layer (SAAS) provides basic components, general components and tool components for building a full knowledge graph, panoramic archives and model supermarket of public security management information, and based on the whole network control method, realizes public security early warning, trajectory query and real-time monitoring of special industries.

2. The public security management platform system according to claim 1 is characterized in that: The resource system for constructing the practical application information of public security control in special industries includes: constructing a subject database including related personnel information, related location information, related transaction information, case information and organizational information based on the accessed data; and a public security subject database including key personnel information, key venue information, character trajectory information, public opinion clue information and intelligence clue information; Based on the subject database and public security database, a resource system of practical application information of public security control in special industries is formed.

3. The public security management platform system according to claim 1 is characterized in that: The cloud platform basic support layer (IAAS) is based on the cloud service platform and carries out cloud construction covering a variety of special industry basic services, including: The cloud platform basic support layer is based on a trusted cloud service platform, coordinates the configuration of the system's data computing resources, storage resources and network resources, and manages the computer room facilities, broadband services and other infrastructure equipment associated with the system, so as to realize cloud-based construction covering a variety of basic services for special industries.

4. The public security management platform system according to claim 3 is characterized in that: The cloud platform service layer (PAAS) applies for cloud resources for cloud construction from the cloud platform basic support layer through an integrated standardized interface, and instantiates and runs the cloud resources as services, including: Apply to the cloud platform basic support layer for computing resources for cloud construction, which are used to provide one or more data processing services for the system through the cloud platform service layer. The data processing services include at least: offline data processing, real-time data processing, graph data processing, streaming data processing, in-memory computing and machine learning; Apply to the cloud platform basic support layer for cloud-based storage resources, which are used to provide one or more data storage services for the system through the cloud platform layer. The data storage services include at least one or more of: distributed file storage database, distributed parallel database, relational database, memory database, graph database, and full-text database, so as to provide the system with a full range of public security data storage services.

5. The public security management platform system according to claim 1 is characterized in that: The cloud platform service layer also accesses trusted third-party services and provides a variety of basic technical support and application middleware for collaborative support system services; The various basic technical supports include: one or more basic support services of basic knowledge graphs, speech recognition, map services, intelligent recognition engines, visual BI, search engines and identity authentication for various special industries; The application middleware is used to support the task scheduling, transmission exchange and service bus service of the system, and is provided with message middleware and cache middleware.

6. The public security management platform system according to claim 1 is characterized in that: The application development service is specifically used to provide application development capabilities for authenticated users, and the application development capabilities include one or more of authentication services, authorization services, allocation of API gateways, setting up the microservice framework of the public security management platform system, developing public security workflows, managing application lifecycles, and user project management.

7. The public security management platform system according to claim 1 is characterized in that: The construction of the full knowledge graph, panoramic archive and model supermarket of public security management information includes: Based on the basic knowledge graphs of different special industries provided by the cloud platform service layer, a full knowledge graph of public security management information is constructed to express the entity-relationship-event model of public security information, so as to achieve deep data governance of multi-source data fusion, relationship sorting and deep deduplication; wherein the entities include at least: people, households, vehicles, telephone numbers, cases, and police information; the relationships include at least: people-devices, people-applications, and kinship; events include: communication events, accommodation events, travel events, and violation information; Based on the full knowledge graph, personnel files and transportation files are established to form the panoramic file, which is used to support attention to key information and panoramic retrieval;. Based on the panoramic knowledge graph, data model operators are used to construct a model supermarket including a variety of technical and tactical analysis models to support public security personnel in conducting one or more public security information analyses including public security event analysis, personnel analysis and vehicle analysis.

8. The public security management platform system according to claim 1 is characterized in that: The data governance of the accessed industry data throughout its life cycle includes: generating a data resource directory, classifying the accessed data, analyzing the relationship between the accessed data, synchronizing the data based on the generation time of the data, and performing data quality management.

9. The public security management platform system according to claim 1, characterized in that: The software application service layer (SAAS) is also equipped with attendance management function and police situation linkage function; The attendance management function is used to manage the attendance information of the staff and on-duty personnel of the public security management platform system; The police situation linkage function is used to link the received police situation information with the public security management information stored in the public security management platform system.

10. The public security management platform system according to claim 1, characterized in that: The software application service layer is also provided with a multi-terminal access interface for system access by mobile user terminals, vehicle-mounted equipment, on-duty clients, large screens at public security management centers and other devices.

Images