CN111984717A - Big data intelligent government affair platform information management method - Google Patents
Big data intelligent government affair platform information management method Download PDFInfo
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- CN111984717A CN111984717A CN202010866798.3A CN202010866798A CN111984717A CN 111984717 A CN111984717 A CN 111984717A CN 202010866798 A CN202010866798 A CN 202010866798A CN 111984717 A CN111984717 A CN 111984717A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/21—Design, administration or maintenance of databases
- G06F16/215—Improving data quality; Data cleansing, e.g. de-duplication, removing invalid entries or correcting typographical errors
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2465—Query processing support for facilitating data mining operations in structured databases
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/248—Presentation of query results
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/254—Extract, transform and load [ETL] procedures, e.g. ETL data flows in data warehouses
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/27—Replication, distribution or synchronisation of data between databases or within a distributed database system; Distributed database system architectures therefor
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/28—Databases characterised by their database models, e.g. relational or object models
- G06F16/284—Relational databases
- G06F16/285—Clustering or classification
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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Abstract
The invention discloses a big data intelligent government affair platform information management method, which comprises the following steps of; step (1), establishing an infrastructure cloud platform; step (2), establishing a core component of the data sharing exchange platform; step (3), establishing a data cleaning fusion platform; step (4), comparing the data attributes of the same entity by value and logical relation; step (5), sharing various data collected by the exchange platform and the city level database; step (6), the value of various data generated and accumulated in the urban operation process is discovered through various mining algorithms and analysis tools; step (7), analyzing by data mining; and (8) establishing a middleware platform. The invention supports the butt joint with the sharing exchange platform and the government affair information resource directory system in different levels, provides an open data access channel for governments, enterprises and citizens, and provides convenience for more extensive sharing of information.
Description
Technical Field
The invention relates to the technical field of intelligent government affairs, in particular to a big data intelligent government affair platform information management method.
Background
The intelligent government affairs are that modern information technology is applied, information service resources are integrated, and the quality of government service and management is improved by applying various platforms, so that the government becomes more intelligent and becomes a 'smart' government, and the intelligent government affairs concept is provided, so that the traditional government is changed to a cheap, orderly, practical and efficient government;
the intelligent government affairs take information and knowledge as core resources, cloud computing and the Internet of things as supporting means, and through wide information acquisition and comprehensive perception, rapid and safe information transmission, scientific and effective information processing and innovation of an urban government affair management mode, the urban operation efficiency is improved, the urban public service level is improved, the fusion development of informatization, industrialization, urbanization, marketization and internationalization is promoted, and the urban comprehensive competitiveness is promoted;
however, the technical architectures of the existing systems are dispersed and difficult to integrate, a large amount of data is generated in urban operation, the data are isolated and dispersed to be stored, so that information islands are formed, and interfaces between the data islands are independent; shared data is data which is separated from a certain broken business field and is not associated with each other, a basic database and data assets cannot be formed, valuable thematic data which are excavated are difficult to serve externally, a benign information service path is difficult to form, the current government affair handling process often relates to each government department, the public has to run for many times in different authorities when handling one affair, troubles are brought to the general public who handles the affair, and meanwhile, the government department handling efficiency is not improved.
Disclosure of Invention
The invention aims to provide a big data intelligent government affair platform information management method to solve the problems that the technical architectures of the systems proposed in the background technology are dispersed, difficult to integrate, and not related to each other, and cannot form a basic database and data assets.
In order to achieve the purpose, the invention provides the following technical scheme: a big data intelligent government affair platform information management method comprises the following steps;
step (1), establishing an infrastructure cloud platform: comprises a server, a network, a storage backup and a public infrastructure;
step (2), establishing a core component of the data sharing exchange platform, comprising:
the data acquisition module is used for acquiring commission office government affair data, social crowdsourcing data, enterprise data, internet data and internet of things data;
the data cleaning module is used for carrying out unified standard and format conversion on the acquired various data so as to ensure the correctness and the accuracy of the data;
the data storage module is used for storing the cleaned data in a city basic database in a classified manner;
the data opening module takes data as resources to be opened to government departments, enterprises and public institutions and public individuals;
the data analysis module is used for extracting useful information and forming a conclusion to be displayed outwards in a chart mode after the data mining analysis platform analyzes and mines data in the basic database or the theme library;
the resource catalog management module catalogues the government affair information according to the national standard to form a government affair information resource catalog system;
step (3), a data cleaning and fusing platform is established, the data cleaning and fusing platform is used for receiving data shared by the data sharing and exchanging platform, basic entities corresponding to the data are identified, and data related to the same entity are associated;
step (4), carrying out value comparison and logical relationship comparison on data attributes of the same entity, finding mutually verified and mutually contradictory parts in data of different sources, and sending inconsistent data to a data source unit for repair through a data control process;
step (5), storing various data and city-level databases collected by the data sharing exchange platform in big data calculation storage, and performing centralized storage, real-time processing and distributed calculation on the data of cities scattered in each department through the big data calculation storage;
step (6), various data generated and accumulated in the urban operation process are subjected to value discovery through various mining algorithms and analysis tools, and statistical analysis results are provided;
step (7), through data mining and analysis, collecting scattered data in cities for analysis and processing, and providing support for upper-layer intelligent application;
and (8) establishing a middleware platform comprising a service collaboration system, a capability opening system and a unified management system.
Preferably, in the step (1), the cloud platform centralizes and uses hardware resources such as computing products, storage products, security products, network products, racks and the like, and adopts a framework of a cloud data center to realize centralized use of the hardware resources through virtualization, distribution and other technologies.
Preferably, in the step (2), the data acquisition module includes a front-end processor, a crawler and an internet of things gateway.
Preferably, in the step (2), the data cleaning module can also clean redundant data, expired data and error data.
Preferably, in the step (2), the data opening module is opened by downloading original data, analyzing charts, trends and the like, and calling by a third-party developer.
Preferably, in step (7), the data includes government agency data, social crowdsourcing data, internet of things data and enterprise data.
Preferably, in the step (8), the business cooperation system can implement seamless docking of various cross-system and cross-organization complex government affair processes, and can implement and deploy various government affair application systems quickly.
Preferably, in the step (8), the capability opening system encapsulates various data and capabilities in the intelligent government affair big data unified platform into a service form, and opens an interface for other various intelligent applications, so that the intelligent applications can efficiently acquire various data and capabilities of the intelligent government affair big data unified platform, and capability complementation is realized.
Preferably, in the step (8), the unified management system performs unified management on each component in the platform, including security management, log management, alarm management, platform monitoring, service management, and host management.
The big data intelligent government affair platform information management method provided by the invention has the beneficial effects that: the invention integrates various data in various forms, realizes the comprehensive acquisition of urban data, is favorable for the completeness of an urban level unified database, forms an urban level basic database and a subject database by effectively managing the data, provides authoritative reference data for the unified construction and planning of intelligent government affairs, can provide a channel for the sharing and exchange of data among departments, ensures the data sharing safety through complete permission application, supports the butt joint with sharing and exchanging platforms and government affair information resource directory systems in different levels, provides an open data access channel for governments, enterprises and citizens, and provides convenience for the wider information sharing.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
The invention provides a technical scheme that: a big data intelligent government affair platform information management method comprises the following steps;
step (1), establishing an infrastructure cloud platform: the cloud platform centralizes hardware resources such as computing products, storage products, safety products, network products, racks and the like for use, adopts the architecture of a cloud data center, realizes centralized use of the hardware resources through virtualization, distribution and other technologies, realizes automatic management of automatic flow management of related businesses, charging of customer services and the like through automatic management, and solves the problems of urban resource dispersion, incapability of centralized utilization and data isolated island;
step (2), establishing a core component of the data sharing exchange platform, comprising: the data acquisition module comprises a front-end processor, a crawler and an internet of things gateway and is used for acquiring commission office government affair data, social crowdsourcing data, enterprise data, internet data and internet of things data; the data cleaning module is used for carrying out unified standard and format conversion on the acquired various data to ensure the correctness and accuracy of the data, and can also be used for cleaning redundant data, overdue data and error data; the data storage module is used for storing the cleaned data in a city basic database in a classified manner; the data opening module is used for opening data to government departments, enterprises and public institutions and public individuals by taking the data as resources, downloading the original data in an opening mode of the data opening module, and calling the analyzed charts, trends and the like and third-party developers; the data analysis module is used for extracting useful information and forming a conclusion to be displayed outwards in a chart mode after the data mining analysis platform analyzes and mines data in the basic database or the theme library; the resource catalog management module catalogs government affair information according to the national standard to form a government affair information resource catalog system, the collected data are stored in a data sharing exchange center, sharing and exchange among government affair data are realized by authorizing the data, and each agency can access the content of the city foundation library through a data sharing exchange platform by setting data authorization; the data sharing exchange platform supports the realization of interconnection and intercommunication with the sharing exchange platform at the national level, the provincial level and the prefecture level and the independent government affair resource catalog management system by an open interface, so as to achieve the information sharing of the platforms at different levels;
step (3), a data cleaning and fusing platform is established, the data cleaning and fusing platform is used for receiving data shared by the data sharing and exchanging platform, basic entities corresponding to the data are identified, and data related to the same entity are associated;
step (4), carrying out value comparison and logical relationship comparison on the data attributes of the same entity, finding out mutually-verified and mutually-contradictory parts in data of different sources, sending inconsistent data to a data source unit for repair through a data control process, and fusing the mutually-overlapped inconsistent data attributes of different sources of the same entity;
step (5), storing various data and city-level databases collected by the data sharing exchange platform in big data calculation storage, and performing centralized storage, real-time processing and distributed calculation on the data of cities scattered in each department through the big data calculation storage;
step (6), various data generated and accumulated in the urban operation process are subjected to value discovery through various mining algorithms and analysis tools, statistical analysis results are provided, and reasonable distribution and utilization of resources are realized;
step (7), through data mining analysis, the scattered data in the city are collected for analysis and processing, support is provided for upper-layer intelligent application, and the data comprise government agency data, social crowdsourcing data, internet of things data and enterprise data;
and (8) establishing a middleware platform, which comprises a business collaboration system, a capacity open system and a unified management system, wherein the business collaboration system can realize seamless butt joint of various cross-system and cross-mechanism complex government affair processes, and can also realize quick implementation and deployment of various government affair application systems, the capacity open system encapsulates various data and capacities in the intelligent government affair big data unified platform into a service form and opens interfaces for other various intelligent applications, so that the intelligent applications can efficiently acquire various data and capacities of the intelligent government affair big data unified platform, capacity complementation is realized, and the unified management system carries out unified management on various components in the platform, including safety management, log management, alarm management, platform monitoring, service management and host management.
Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, the scope of which is defined in the appended claims and their equivalents.
Claims (9)
1. A big data intelligent government affair platform information management method is characterized in that: comprises the following steps;
step (1), establishing an infrastructure cloud platform: comprises a server, a network, a storage backup and a public infrastructure;
step (2), establishing a core component of the data sharing exchange platform, comprising:
the data acquisition module is used for acquiring commission office government affair data, social crowdsourcing data, enterprise data, internet data and internet of things data;
the data cleaning module is used for carrying out unified standard and format conversion on the acquired various data so as to ensure the correctness and the accuracy of the data;
the data storage module is used for storing the cleaned data in a city basic database in a classified manner;
the data opening module takes data as resources to be opened to government departments, enterprises and public institutions and public individuals;
the data analysis module is used for extracting useful information and forming a conclusion to be displayed outwards in a chart mode after the data mining analysis platform analyzes and mines data in the basic database or the theme library;
the resource catalog management module catalogues the government affair information according to the national standard to form a government affair information resource catalog system;
step (3), a data cleaning and fusing platform is established, the data cleaning and fusing platform is used for receiving data shared by the data sharing and exchanging platform, basic entities corresponding to the data are identified, and data related to the same entity are associated;
step (4), carrying out value comparison and logical relationship comparison on data attributes of the same entity, finding mutually verified and mutually contradictory parts in data of different sources, and sending inconsistent data to a data source unit for repair through a data control process;
step (5), storing various data and city-level databases collected by the data sharing exchange platform in big data calculation storage, and performing centralized storage, real-time processing and distributed calculation on the data of cities scattered in each department through the big data calculation storage;
step (6), various data generated and accumulated in the urban operation process are subjected to value discovery through various mining algorithms and analysis tools, and statistical analysis results are provided;
step (7), through data mining and analysis, collecting scattered data in cities for analysis and processing, and providing support for upper-layer intelligent application;
and (8) establishing a middleware platform comprising a service collaboration system, a capability opening system and a unified management system.
2. The big data intelligent government platform information management method according to claim 1, wherein: in the step (1), the cloud platform centralizes and uses hardware resources such as computing products, storage products, security products, network products, racks and the like, and realizes centralized use of the hardware resources by adopting the architecture of a cloud data center and technologies such as virtualization and distribution.
3. The big data intelligent government platform information management method according to claim 1, wherein: in the step (2), the data acquisition module comprises a front-end processor, a crawler and an internet of things gateway.
4. The big data intelligent government platform information management method according to claim 1, wherein: in the step (2), the data cleaning module can also clean redundant data, overdue data and error data.
5. The big data intelligent government platform information management method according to claim 1, wherein: in the step (2), the data opening module is opened by downloading the original data, analyzing the chart, trend and the like and calling by a third party developer.
6. The big data intelligent government platform information management method according to claim 1, wherein: in the step (7), the data comprises government agency data, social crowdsourcing data, internet of things data and enterprise data.
7. The big data intelligent government platform information management method according to claim 1, wherein: in the step (8), the business cooperation system can realize seamless connection of various cross-system and cross-organization complex government affair processes, and can also realize rapid implementation and deployment of various government affair application systems.
8. The big data intelligent government platform information management method according to claim 1, wherein: in the step (8), the capability opening system encapsulates various data and capabilities in the intelligent government affair big data unified platform into a service form, and opens interfaces for other various intelligent applications, so that the intelligent applications can efficiently acquire various data and capabilities of the intelligent government affair big data unified platform, and capability complementation is realized.
9. The big data intelligent government platform information management method according to claim 1, wherein: in the step (8), the unified management system performs unified management on each component in the platform, including security management, log management, alarm management, platform monitoring, service management, and host management.
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| CN112527895A (en) * | 2020-11-30 | 2021-03-19 | 吉林农业大学 | Smart city data sharing method |
| CN112527228A (en) * | 2021-02-07 | 2021-03-19 | 红石阳光（北京）科技股份有限公司 | Comprehensive data information display system based on intelligent brain |
| CN112565380A (en) * | 2020-11-30 | 2021-03-26 | 上海瑞眼科技有限公司 | Fire-fighting Internet of things data access method and system |
| CN112732811A (en) * | 2020-12-31 | 2021-04-30 | 广西中科曙光云计算有限公司 | Data open platform |
| CN113220826A (en) * | 2021-04-19 | 2021-08-06 | 贵州云创凤巢科技有限公司 | Scientific and creative service platform based on natural language processing technology and big data analysis |
| CN113298686A (en) * | 2021-05-18 | 2021-08-24 | 深圳市博网科技有限公司 | Big data application system and method based on Internet of things |
| CN113420328A (en) * | 2021-06-23 | 2021-09-21 | 鹤壁国立光电科技股份有限公司 | Big data batch sharing exchange system |
| CN114139848A (en) * | 2021-10-15 | 2022-03-04 | 无锡数据湖信息技术有限公司 | City data asset evaluation method |
| CN114282088A (en) * | 2021-12-29 | 2022-04-05 | 江苏瞭望神州大数据科技有限公司 | Wisdom country cloud platform information processing device |
| CN115018438A (en) * | 2021-12-23 | 2022-09-06 | 六合远教(成都)科技有限公司 | Smart system based on cloud platform |
| CN116362462A (en) * | 2022-11-18 | 2023-06-30 | 麦高(广东)数字科技有限公司 | Full-closed-loop production management system based on Internet of things and big data analysis |
| CN116821553A (en) * | 2023-08-30 | 2023-09-29 | 山东尚可网络科技有限公司 | Intelligent government affair public management platform based on data sharing |
| CN116975010A (en) * | 2023-09-19 | 2023-10-31 | 江西微博科技有限公司 | Electronic material library sharing method and system |
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| CN112527895B (en) * | 2020-11-30 | 2023-12-15 | 吉林农业大学 | Smart city data sharing method |
| CN112565380A (en) * | 2020-11-30 | 2021-03-26 | 上海瑞眼科技有限公司 | Fire-fighting Internet of things data access method and system |
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| CN112732811A (en) * | 2020-12-31 | 2021-04-30 | 广西中科曙光云计算有限公司 | Data open platform |
| CN112527228A (en) * | 2021-02-07 | 2021-03-19 | 红石阳光（北京）科技股份有限公司 | Comprehensive data information display system based on intelligent brain |
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| CN113298686A (en) * | 2021-05-18 | 2021-08-24 | 深圳市博网科技有限公司 | Big data application system and method based on Internet of things |
| CN113420328A (en) * | 2021-06-23 | 2021-09-21 | 鹤壁国立光电科技股份有限公司 | Big data batch sharing exchange system |
| CN114139848A (en) * | 2021-10-15 | 2022-03-04 | 无锡数据湖信息技术有限公司 | City data asset evaluation method |
| CN115018438A (en) * | 2021-12-23 | 2022-09-06 | 六合远教(成都)科技有限公司 | Smart system based on cloud platform |
| CN114282088A (en) * | 2021-12-29 | 2022-04-05 | 江苏瞭望神州大数据科技有限公司 | Wisdom country cloud platform information processing device |
| CN116362462B (en) * | 2022-11-18 | 2023-10-17 | 麦高(广东)数字科技有限公司 | Full-closed-loop production management system based on Internet of things and big data analysis |
| CN116362462A (en) * | 2022-11-18 | 2023-06-30 | 麦高(广东)数字科技有限公司 | Full-closed-loop production management system based on Internet of things and big data analysis |
| CN116821553A (en) * | 2023-08-30 | 2023-09-29 | 山东尚可网络科技有限公司 | Intelligent government affair public management platform based on data sharing |
| CN116975010A (en) * | 2023-09-19 | 2023-10-31 | 江西微博科技有限公司 | Electronic material library sharing method and system |
| CN116975010B (en) * | 2023-09-19 | 2023-12-01 | 江西微博科技有限公司 | Electronic material library sharing method and system |
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