CN112927115A - Intelligent data management system suitable for government departments - Google Patents
Intelligent data management system suitable for government departments Download PDFInfo
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- CN112927115A CN112927115A CN202110388971.8A CN202110388971A CN112927115A CN 112927115 A CN112927115 A CN 112927115A CN 202110388971 A CN202110388971 A CN 202110388971A CN 112927115 A CN112927115 A CN 112927115A
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- 238000013523 data management Methods 0.000 title claims abstract description 24
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- 238000007405 data analysis Methods 0.000 claims description 9
- 238000012790 confirmation Methods 0.000 claims description 6
- 238000013075 data extraction Methods 0.000 claims description 6
- 238000013480 data collection Methods 0.000 claims description 5
- 238000004458 analytical method Methods 0.000 claims description 4
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Abstract
The invention relates to a data management system, in particular to an intelligent data management system suitable for a government department, which comprises a controller and a data acquisition module, wherein the data acquisition module is used for acquiring existing government affair data; the technical scheme provided by the invention can effectively overcome the defects of non-standard government affair data management and low use value of government affair data.
Description
Technical Field
The invention relates to a data management system, in particular to an intelligent data management system suitable for government departments.
Background
The government affairs refer to affairs work related to the government, and when a certain government affair negotiation is completed, the government affairs need to be issued, so that people and government affair handling personnel can know the affairs. With the development of internet technology, the distribution of government affairs has been expanded from the initial paper document distribution to the network distribution. Government departments have long developed and recorded a great deal of government affair data of related departments, which are important bases for the government departments to manage. The government affair data relates to large data quantity, multiple data types, wide sources and complex data formats, and along with the development of big data and the internet, the government and the society have more and more requirements on mining the government affair data value in each department field.
In recent years, with the development of government information project construction, the whole information level of governments is rapidly improved, and each government department accumulates abundant government affair data resources, the types of the government affair data resources are continuously abundant, the total amount of the government affair data resources is explosively increased, and a government affair big data system is already in a rudimentary form. With the continuous increase of the requirements on data resource collection, integration, storage, management, sharing, exchange and application, the problems of non-standard government affair data management and the like are increasingly highlighted, and the problems finally restrict the deep application and value mining of government affair data resources, so that the government affair data has low utilization value, is difficult to manage and has narrow application range.
In addition, the existing data management system only undertakes the storage task of the government affair data, and lacks the relevance mining of the government affair data and the local index data, so that the use value of the government affair data is low, and the government affair data cannot be fully mined and utilized.
Disclosure of Invention
Technical problem to be solved
Aiming at the defects in the prior art, the invention provides the intelligent data management system suitable for the government affair department, which can effectively overcome the defects of non-standard government affair data management and low use value of government affair data in the prior art.
(II) technical scheme
In order to achieve the purpose, the invention is realized by the following technical scheme:
an intelligent data management system suitable for government departments comprises a controller and a data acquisition module, wherein the data acquisition module is used for acquiring existing government data, the controller is connected with a data standardization module used for standardizing the existing government data, the controller is connected with a data template generation module used for generating a government data acquisition template, and the controller is connected with a data extraction module used for extracting the existing government data from a feedback government data acquisition template;
the controller is connected with a data cleaning module used for cleaning standardized existing government affair data and existing government affair data, the controller is connected with a responsibility attribution module used for tracing responsibility attribution corresponding to the cleaned government affair data, and the controller is connected with a storage catalog building module used for building a storage catalog corresponding to a government department;
the controller is connected with a data acquisition module used for acquiring local index data, the controller is connected with a data calling module used for calling government affair data from a corresponding storage directory according to the acquired index data, the controller is connected with a data processing module used for carrying out data processing on the called government affair data, the controller is connected with a data analysis module used for analyzing the processed government affair data, and the controller is connected with a data association module used for associating the index data with the government affair data by combining data analysis results.
Preferably, the data collection module queries existing government affair data from a database and a website authorized by the corresponding government affair department through a data search tool, and the data standardization module extracts keywords from the existing government affair data and converts the existing government affair data into applicable standardized existing government affair data by combining the keywords.
Preferably, the data template generating module constructs different types of government affair data acquisition templates according to work attributes, work contents and service objects of different government affair departments, and the controller sends the different types of government affair data acquisition templates to corresponding government affair departments to acquire the existing government affair data.
Preferably, the system further comprises a template collection module for collecting feedback government affair data collection templates from government departments, and the template collection module sends the collected feedback government affair data collection templates to the data extraction module.
Preferably, the data cleaning module performs data deduplication processing on standardized existing government affair data and existing government affair data, performs deletion operation on data with obvious differentiation, and performs data backup on cleaned government affair data.
Preferably, the responsibility attribution module traces the source of the cleaned government affair data, judges a responsibility attribution government affair department according to a corresponding data acquisition source, and sends a confirmation letter containing the government affair data to the responsibility attribution government affair department for confirmation.
Preferably, the system further comprises a data import module connected with the data cleaning module and used for storing cleaned government affair data and corresponding responsibility attribution government affair departments to corresponding storage directories, wherein the storage directory construction module establishes storage directories corresponding to the government affair departments, and sets corresponding storage areas under each storage directory.
Preferably, the data obtaining module queries local index data from a database authorized by the corresponding government department, and the data invoking module invokes government data related to the index data from the corresponding storage directory according to the logic association rule.
Preferably, the data processing module performs quantization, dimensionless and normalization operations on the government affair data called by the data calling module, converts the called government affair data into normalized data, and the data analysis module analyzes the processed government affair data by a principal component analysis method.
Preferably, the data association module constructs a data association model, performs iterative training on the data association model to obtain a strong association rule between each index data and the government affair data, analyzes the association degree between the index data and the government affair data based on the strong association rule in combination with the principal component analysis result, and visually displays the association degree analysis result.
(III) advantageous effects
Compared with the prior art, the intelligent data management system suitable for the government affair departments can comprehensively collect the existing government affair data and the existing government affair data, trace the source of the government affair data, judge the corresponding responsibility attribution government affair department, store the government affair data and the corresponding responsibility attribution government affair department to the corresponding storage directory, and realize comprehensive collection and supervision of the government affair data; through analyzing the relevance between the index data and the government affair data, the relevance mining is fully performed on the government affair data and the local index data, the use value of the government affair data is effectively improved, and the local government can make strategic measures which accord with the development of the local government according to the relevance analysis result.
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In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below. It is obvious that the drawings in the following description are only some embodiments of the invention, and that for a person skilled in the art, other drawings can be derived from them without inventive effort.
FIG. 1 is a schematic diagram of the system of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention. It is to be understood that the embodiments described are only a few embodiments of the present invention, and not all 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.
An intelligent data management system suitable for government departments is shown in figure 1 and comprises a controller and a data acquisition module used for acquiring existing government data, wherein the controller is connected with a data standardization module used for standardizing the existing government data, the controller is connected with a data template generation module used for generating a government data acquisition template, and the controller is connected with a data extraction module used for extracting the existing government data from a feedback government data acquisition template.
The data acquisition module inquires the existing government affair data from a database and a website authorized by the corresponding government affair department through a data search tool, and the data standardization module extracts keywords from the existing government affair data and converts the existing government affair data into applicable standardized existing government affair data by combining the keywords.
Before inquiring the existing government affair data of the database and the website, the data acquisition module needs to obtain authorization from the government affair department, and can inquire the existing government affair data through a crawler.
The data template generating module constructs different types of government affair data acquisition templates according to the work attributes, the work contents and the service objects of different government affair departments, and the controller sends the different types of government affair data acquisition templates to the corresponding government affair departments to acquire the existing government affair data.
In the technical scheme, the system further comprises a template collecting module used for collecting the feedback government affair data collecting template from the government affair department, and the template collecting module sends the collected feedback government affair data collecting template to the data extracting module. The data template generation module sets different text boxes in different types of government affair data acquisition templates, fills content prompts are added to the text boxes, and the data extraction module judges the type of the government affair data acquisition template after receiving the government affair data acquisition template and reads the text contents in the text boxes at different positions.
The controller is connected with a data cleaning module used for cleaning standardized existing government affair data and existing government affair data, the controller is connected with a responsibility attribution module used for tracing responsibility attribution corresponding to the cleaned government affair data, and the controller is connected with a storage catalog building module used for building a storage catalog corresponding to a government department.
The data cleaning module is used for carrying out data duplication removal processing on the standardized existing government affair data and the existing government affair data, deleting the data with obvious differentiation and carrying out data backup on the cleaned government affair data.
And the responsibility attribution module traces the source of the cleaned government affair data, judges a responsibility attribution government affair department according to a corresponding data acquisition source, and sends a confirmation letter containing the government affair data to the responsibility attribution government affair department for confirmation.
In the technical scheme, the system further comprises a data import module which is connected with the data cleaning module and used for storing cleaned government affair data and corresponding responsibility affiliation government affair departments to corresponding storage directories, the storage directory construction module establishes storage directories corresponding to the government affair departments, and corresponding storage areas are set under each storage directory.
The controller is connected with a data acquisition module used for acquiring local index data, the controller is connected with a data calling module used for calling government affair data from a corresponding storage directory according to the acquired index data, the controller is connected with a data processing module used for carrying out data processing on the called government affair data, the controller is connected with a data analysis module used for analyzing the processed government affair data, and the controller is connected with a data association module used for associating the index data with the government affair data by combining data analysis results.
The data obtaining module inquires local index data from a database authorized by the corresponding government department, and the data calling module calls government data related to the index data from the corresponding storage directory according to the logic association rule.
The logic association rule can be manually input or obtained through neural network learning, and is used for the data acquisition module to primarily screen the stored government affair data in the storage directory according to the local index data acquired by the data acquisition module.
The data processing module carries out quantization, dimensionless and normalization operations on the government affair data called by the data calling module, converts the called government affair data into normalized data, and the data analysis module analyzes the processed government affair data through a principal component analysis method.
The data association module builds a data association model, conducts iterative training on the data association model to obtain strong association rules between each index data and the government affair data, analyzes the association degree between the index data and the government affair data based on the strong association rules and the principal component analysis results, and visually displays the association degree analysis results.
The above examples are only intended to illustrate the technical solution of the present invention, but not to limit it; although the present invention has been described in detail with reference to the foregoing embodiments, it will be understood by those of ordinary skill in the art that: the technical solutions described in the foregoing embodiments may still be modified, or some technical features may be equivalently replaced; such modifications and substitutions do not depart from the spirit and scope of the corresponding technical solutions.
Claims (10)
1. The utility model provides an wisdom data management system suitable for government department which characterized in that: the government affair data acquisition system comprises a controller and a data acquisition module used for acquiring the existing government affair data, wherein the controller is connected with a data standardization module used for standardizing the existing government affair data, the controller is connected with a data template generation module used for generating a government affair data acquisition template, and the controller is connected with a data extraction module used for extracting the existing government affair data from a feedback government affair data acquisition template;
the controller is connected with a data cleaning module used for cleaning standardized existing government affair data and existing government affair data, the controller is connected with a responsibility attribution module used for tracing responsibility attribution corresponding to the cleaned government affair data, and the controller is connected with a storage catalog building module used for building a storage catalog corresponding to a government department;
the controller is connected with a data acquisition module used for acquiring local index data, the controller is connected with a data calling module used for calling government affair data from a corresponding storage directory according to the acquired index data, the controller is connected with a data processing module used for carrying out data processing on the called government affair data, the controller is connected with a data analysis module used for analyzing the processed government affair data, and the controller is connected with a data association module used for associating the index data with the government affair data by combining data analysis results.
2. The intelligent data management system for government department according to claim 1, wherein: the data acquisition module inquires the existing government affair data from a database and a website authorized by the corresponding government affair department through a data search tool, and the data standardization module extracts keywords from the existing government affair data and converts the existing government affair data into applicable standardized existing government affair data by combining the keywords.
3. The intelligent data management system for government department according to claim 1, wherein: the data template generating module constructs different types of government affair data acquisition templates according to the working attributes, the working contents and the service objects of different government affair departments, and the controller sends the different types of government affair data acquisition templates to corresponding government affair departments to acquire the existing government affair data.
4. The intelligent data management system for government department according to claim 3, wherein: the system further comprises a template collection module used for collecting feedback government affair data collection templates from government affair departments, and the template collection module sends the collected feedback government affair data collection templates to the data extraction module.
5. The intelligent data management system for government department according to claim 2 or 4, wherein: the data cleaning module is used for carrying out data duplication removal processing on the standardized existing government affair data and the existing government affair data, deleting the data with obvious differentiation and carrying out data backup on the cleaned government affair data.
6. The intelligent data management system for government department according to claim 5, wherein: and the responsibility attribution module traces the source of the cleaned government affair data, judges a responsibility attribution government affair department according to a corresponding data acquisition source, and sends a confirmation letter containing the government affair data to the responsibility attribution government affair department for confirmation.
7. The intelligent data management system for government department according to claim 6, wherein: the system also comprises a data import module which is connected with the data cleaning module and used for storing cleaned government affair data and corresponding responsibility affiliation government affair departments to corresponding storage catalogues, wherein the storage catalog construction module establishes storage catalogues corresponding to the government affair departments and sets corresponding storage areas under each storage catalog.
8. The intelligent data management system for government department according to claim 7, wherein: the data acquisition module inquires local index data from a database authorized by the corresponding government department, and the data calling module calls government data related to the index data from the corresponding storage directory according to the logic association rule.
9. The intelligent data management system for government department according to claim 8, wherein: the data processing module carries out quantification, dimensionless and normalization operations on the government affair data called by the data calling module, converts the called government affair data into normalized data, and the data analysis module analyzes the processed government affair data through a principal component analysis method.
10. The intelligent data management system for government department according to claim 9, wherein: the data association module builds a data association model, conducts iterative training on the data association model to obtain strong association rules between each index data and the government affair data, analyzes the association degree between the index data and the government affair data based on the strong association rules and the principal component analysis results, and visually displays the association degree analysis results.
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| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110388971.8A CN112927115A (en) | 2021-04-12 | 2021-04-12 | Intelligent data management system suitable for government departments |
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| Application Number | Priority Date | Filing Date | Title |
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| CN202110388971.8A CN112927115A (en) | 2021-04-12 | 2021-04-12 | Intelligent data management system suitable for government departments |
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| CN112927115A true CN112927115A (en) | 2021-06-08 |
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| CN202110388971.8A Withdrawn CN112927115A (en) | 2021-04-12 | 2021-04-12 | Intelligent data management system suitable for government departments |
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