CN113468146A - Construction method for figuring out basic governing base number based on all elements and all abilities - Google Patents
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Abstract
The invention discloses a construction method for figuring out the governing base number of a base layer based on all elements and all abilities, which comprises the following steps: step 1, data aggregation; step 2, data is searched; step 3, data cleaning; step 4, loading data; step 5, establishing a natural person data model; step 6, establishing a geographic/address data model; step 7, establishing a component data model; step 8, establishing an event data model; step 9, establishing a legal data model; step 10, establishing a theme government affair resource catalog; and 11, establishing a basic service platform. The construction method can effectively solve the problem of complicated inquiry of paper records, completes an information base, has clear data, greatly lightens the burden and pressure of basic work, and reduces the running cost of visiting data.
Description
Technical Field
The invention relates to a construction method for figuring out the governing base number of a base layer based on all elements and all abilities.
Background
With the continuous development of the current society, the population is mobile frequently, the management and service work such as public security and family planning of the primary society is more and more complex and diversified, the demand of each department of government affairs on primary information becomes more and more urgent, and in order to master accurate primary community data information in time, each department of government affairs often enables primary socioers to acquire and input data by issuing various forms or developing related business software systems.
In order to meet the work development of superior departments, community workers need to be started to carry out a plurality of large-scale information general investigation and troubleshooting. The multi-head management and repeated collection bring great workload and working pressure to the base layer workers, and a great amount of manpower and material resources are wasted.
At present, each functional department of government affairs establishes a large amount of information systems according to the needs of the department, but the information systems are mutually independent and are not communicated, so that the information systems become information islands, various kinds of information continuously collected by communities cannot timely and completely acquire basic layer deposition data, a large amount of waste is caused to community management and service, and effective supervision and management is lacked.
Meanwhile, basic data at the present stage are recorded and transmitted basically by paper materials, and paper ledgers need to be continuously perfected and searched when data needs to be newly added and inquired, so that problems of inaccuracy, untimely time, mutual contradiction and the like are obvious, and the service efficiency of each government department is seriously influenced.
Disclosure of Invention
The invention aims to provide a construction method for finding out the governing base number of a base layer based on all elements and all abilities, which can effectively solve the problem of complicated inquiry of paper records, complete an information base, clear and clear data, greatly reduce the burden and pressure of the base layer work and reduce the running cost of the data at home.
In order to achieve the above object, the present invention provides a construction method for finding out the governing base number of a base layer based on all elements and all abilities, comprising:
step 1, data aggregation, namely acquiring service data such as population, buildings, legal persons, geographic spaces and the like from an information source of a city big data center or each committee office by using a city portrait system;
step 2, data searching, namely extracting and searching the gathered data in a program and manual mode, finding data problems of errors and repeated records in the data, and performing subsequent operation through a preprocessing model;
step 3, data cleaning;
step 4, loading data, wherein the data processing platform provides an information loading function and respectively loads the information loading function into corresponding department information resource catalogues according to source departments to form a data set of the government affair resource catalogues;
step 5, establishing a natural person data model;
step 6, establishing a geographic/address data model;
step 7, establishing a component data model;
step 8, establishing an event data model;
step 9, establishing a legal data model;
step 10, establishing a theme government affair resource catalog;
and 11, establishing a basic service platform.
Preferably, the abnormal problem touchdown cleaning rule in the step 3 comprises:
step 3a, establishing a standard metadata database according to metadata release standards of each ministerial committee of China;
step 3b, separating and converting the multilingual texts contained in the fields;
step 3c, establishing distinguishable characteristic characters by using a jieba word segmentation algorithm to perform word segmentation extraction;
step 3d, checking according to the standard metadata and the word segmentation data established in the step 3a, returning standard information in the standard metadata if matching is successful, deleting characters with corresponding lengths in the address information, and then matching to achieve word segmentation accuracy; and if the matching is unsuccessful, positioning and clearing valid data by manual coordination.
Preferably, in step 5, when the natural person data model is established, the basic level management platform combines the population data requirements of each service department, and forms a unified natural person model database through centralized aggregation, cleaning and filtering, so as to enhance dynamic data management, maintain regular synchronization with the city level population database and each line database, and update in time, and realize efficient sharing of population information among each functional department.
Preferably, in step 6, when the geographic/address data model is established, data association needs to be performed from modules such as data extraction, data word segmentation, data filtering, data storage, and data standards according to address diversity analysis, and meanwhile, the accuracy of the address model is verified.
Preferably, the components in step 7 include data elements for various types of facilities within the base community.
Preferably, the event in step 8 refers to the phenomenon and behavior that the city appearance environment and the environmental order are affected or destroyed by human or natural factors, and the city management department is required to process and restore the normal state.
Preferably, in step 10, a data set of the government resource catalog is formed according to different subject requirements according to a data model established by natural people, legal people, buildings and the like.
Preferably, in step 11, based on the geographic information technology, data of the governing elements of the basic level, such as people, places, things, situations, organizations, and the like, are spatially displayed, and a service platform supporting basic level workers to quickly locate information required by the basic level by finding rooms with people and rooms of a house manager in a correlated manner is established.
According to the technical scheme, by analyzing the department data of each department of business and the own data of communities gathered by the urban big data center, utilizing data sharing, data analysis and calculation capacity, and gathering government affair resource catalogues such as public security, health and fitness, living and construction, people and society, civil affairs, education, organization and the like, the urban portrait system is used for realizing automatic comparison, verification, cleaning and integration of data, and completing the data standards of all elements and all capacities of people, places, affairs, things, emotions, organizations, houses and the like, the defects of inaccurate manual data, low proofreading efficiency, easy error and the like are overcome, the data management efficiency is improved, and the basic level management and management modernization are improved.
Additional features and advantages of the invention will be set forth in the detailed description which follows.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention. In the drawings:
fig. 1 is a flow chart of a construction method for finding out the base governing numbers of a base course based on all elements and all abilities, which is provided by the invention.
Detailed Description
The following detailed description of embodiments of the invention refers to the accompanying drawings. It should be understood that the detailed description and specific examples, while indicating the present invention, are given by way of illustration and explanation only, not limitation.
The invention mainly uses a city portrait system to obtain a full-element data list of population, buildings, legal people, geographic space and the like from a large-scale data center or a business system of each functional department of government affairs, and integrates basic resources and strip resources through gathering and cleaning to form a data service platform with unified standard and full capability.
Specifically, referring to fig. 1, the present invention provides a construction method for finding out the base governing numbers of a base course based on all elements and all abilities, including:
step 1, data aggregation, namely acquiring service data such as population, buildings, legal persons, geographic spaces and the like from an information source of a city big data center or each committee office by using a city portrait system;
step 2, data searching, namely extracting and searching the gathered data in a program and manual mode, finding data problems of errors and repeated records in the data, and performing subsequent operation through a preprocessing model;
step 3, data cleaning; wherein, the rule for cleaning the abnormal problem in step 3 comprises the following steps:
step 3a, establishing a standard metadata database according to metadata release standards of each ministerial committee of China;
for example, address cleaning establishes a standard address information metadata base according to division codes issued by civil administration and urban and rural division codes, and respectively generates:
the name of a first-level administrative division, namely the administrative division directly belongs to the administrative district governed by the central government, such as: provincial administrative districts, direct prefectures, autonomous districts, special administrative districts and the like;
the name of the second-level administrative division, namely the administrative division directly belongs to the administrative division of the first-level administrative district, such as: region, provincial city, ground level city, autonomous state, union, etc.;
the names of the three levels of administrative divisions, namely administrative divisions directly belong to administrative divisions in the second administrative division, are as follows: county, county-level city, prefecture, autonomous county, flag, forest district, agricultural district, special district, etc.;
the four-level administrative division names, namely administrative divisions directly belong to administrative divisions in the third level, such as: villages, towns, nationalities, streets, offices, and the like.
Step 3b, separating and converting the multilingual texts contained in the fields;
for example, the original address data is 2 stores in a certain mall of a certain food company limited in a certain city, and is separated into two stores in a certain mall of a certain food company limited in a certain city.
Step 3c, establishing distinguishable characteristic characters by using a jieba word segmentation algorithm to perform word segmentation extraction;
for example, province, city, district, street, community, cell, building, housing unit, etc. are extracted from the address.
Step 3d, checking according to the standard metadata and the word segmentation data established in the step 3a, returning standard information in the standard metadata if matching is successful, deleting characters with corresponding lengths in the address information, and then matching to achieve word segmentation accuracy; and if the matching is unsuccessful, positioning and clearing valid data by manual coordination.
In addition, when data is washed, different strategies are needed to be used for associated washing of different data, and validity and integrity information of the data is judged by comprehensively considering results of multiple methods.
Step 4, loading data, wherein the data processing platform provides an information loading function and respectively loads the information loading function into corresponding department information resource catalogues according to source departments to form a data set of the government affair resource catalogues;
step 5, establishing a natural person data model;
the natural human basic data is an important basis in basic level development and has important significance on businesses such as general population investigation, family planning, labor employment and the like.
The data of the natural human basic data model mainly come from data departments such as public security, statistics, health and defense, civil affairs, society, residual union and the like. In step 5, when the natural person data model is established, the basic level management platform combines the population data requirements of each service department, and forms a uniform natural person model database through centralized aggregation, cleaning and filtering, so that dynamic data management is enhanced, the database is regularly synchronized with the city level population database and each line database and is updated in time, and population information is efficiently shared among all functional departments.
The natural person model mainly comprises information resource catalogues such as basic population information, population extension information and the like, and comprises information items such as names, identity card numbers, sexes, household identities, household directory numbers, household location details, relationship with a household owner, a household place code, when to migrate to the local, a birth date, nationality, cultural degree, household nature, marital status, marriage date, political face, education degree, working conditions, work units, contact calls, face registration photos, remarks, data storage time, data sources and the like.
Step 6, establishing a geographic/address data model;
geography/address is important supporting data of the underlying community, and is the basis of community management and service positioning.
The data of the geographic/address model mainly comes from the following data departments: statistics, public security, civil affairs, etc. At present, each functional department information contains address information, and because system construction is not standard, or manual entry can cause wrongly written characters, expression modes are different, address data are standard, and correlation is difficult. Therefore, in step 6, when the geographic/address data model is established, data association needs to be performed from modules such as data extraction, data word segmentation, data filtering, data storage, and data standards according to address diversity analysis, and meanwhile, the accuracy of the address model needs to be verified.
The address model mainly comprises information resource catalogs such as building attribute information and space geographic information in the community, and comprises information items such as area names, building names, housing unit names, doorplate addresses, plane positions, construction times, building states, service lives, main purposes, structure types, building floors, building heights and total building areas.
Step 7, establishing a component data model, wherein the component comprises data elements of various facilities in the basic community, and the component is based on the part 2 of the GB T30428.2-2013 digital city management information system issued by the state: management component and event "builds a relevant component standard model.
The data departments where the data of the component data model mainly come from include a building committee, a city management bureau and the like, comprise information resource catalogues such as public facilities, road traffic, city capacity environment, landscaping, house soil and land, other facilities and the like, and comprise information items such as a component identification code, a component name, a department of administration code, a department of administration name, an ownership unit code, an ownership unit name, a maintenance unit code, a maintenance unit name, a unit grid where the component exists, a component state, an initial date, a change date, data warehousing time, a data source, remarks, a component geographic coordinate, a unit to which the component belongs, a component accountant, data warehousing time, a data source and the like.
Step 8, establishing an event data model, wherein the event refers to a phenomenon and a behavior that the city appearance environment and the environment order of the city are influenced or destroyed due to human or natural factors and need to be processed by a city management department and recovered to be normal, and the event data model is established according to part 2 of the GB T30428.2-2013 digital city management information system: management components and events the primary governance event dataset is established.
The data departments from which the data of the event data model come include a building committee, a city management bureau and the like, information resource targets such as event basic information and event handling information comprise information items such as an event number, an event name, a code of a governing department, a name of the governing department, an incident position, an event type, a unit grid where the event type is located, an event description, an event type, data storage time, a data source, a handling state, a handler, handling time, data storage time, a data source and the like.
Step 9, establishing a legal data model; wherein the content of the first and second substances,
the data of the basic data model of the legal person mainly come from data departments including quality supervision department information, industrial and commercial department information, national tax department information, local tax department information, compiling information, civil administration department information, modification department information, public security department information, human and social department information, health department information, business department information, statistical department information, education department information, cultural department information, safety supervision department information, food and drug supervision department information, customs information department and the like
The legal person model mainly comprises information resource catalogues such as operation registration information, change registration information, logout registration information, revoke business license information and the like, and comprises information items such as an enterprise registration number, an enterprise name, a legal representative, an identity certificate number, a residence, a postal code, a contact telephone, a preposed permission management item, a general management item, an industry code, an enterprise type, a standing date, a registration authority and the like.
Step 10, establishing a theme government affair resource catalog, and forming a data set of the government affair resource catalog according to different theme requirements according to data models established by natural persons, legal persons, buildings and the like.
And 11, establishing a basic service platform, namely, performing spatial display on data of basic governing elements such as people, places, events, objects, conditions and organizations based on technologies such as geographic information (GIS, BIM) and the like, and establishing the service platform which supports basic workers to search for information needed by fast positioning the basic layer through people and rooms and people and rooms correlation of the room managers.
Therefore, the construction method based on all elements and all abilities to find out the basic level governing base number finally establishes an all-element and all-ability construction system of the basic level service platform through data aggregation, data cleaning, data loading, natural person data model establishment, geography/address data model establishment, component data model establishment, event data model establishment, legal person data model establishment and subject government affair resource catalogue establishment. After a standard full-element and full-capability data base warehouse is established, a street department can check and extract statistical and detailed data such as population information, building information, house information, unit information and the like in a district as required. And all information uploaded by community workers can be retained in the data processing platform. Meanwhile, the community leaders can search and inquire the information of residents in the district in real time, and the work load and pressure of the community are greatly reduced. And electronic mark keeping can be realized, and the burden of the community paper standing book is reduced.
In addition, the invention utilizes the automatic acquisition and filling technology to solve the problem of data collection of each business department, namely the data needing to be reported by each department is carried out according to a line in the past, and the data is collected according to what data, so that the workload of a basic layer is large. At present, data required by relevant departments at higher levels can be quickly generated through a data processing platform, the burden of special items at higher levels on a basic level is reduced, the running cost in data exploration at home is reduced, and the burden of the basic level is relieved.
Meanwhile, the defects that manual data are inaccurate, the checking efficiency is low, mistakes are easy to occur and the like are overcome through intelligent operation, the data management efficiency is improved, and the modernization of basic level management and management is improved.
The preferred embodiments of the present invention have been described in detail with reference to the accompanying drawings, however, the present invention is not limited to the specific details of the above embodiments, and various simple modifications can be made to the technical solution of the present invention within the technical idea of the present invention, and these simple modifications are within the protective scope of the present invention.
It should be noted that the various technical features described in the above embodiments can be combined in any suitable manner without contradiction, and the invention is not described in any way for the possible combinations in order to avoid unnecessary repetition.
In addition, any combination of the various embodiments of the present invention is also possible, and the same should be considered as the disclosure of the present invention as long as it does not depart from the spirit of the present invention.
Claims (8)
1. A construction method for finding out the governing base number of a base layer based on all elements and all abilities is characterized by comprising the following steps:
step 1, data aggregation, namely acquiring service data such as population, buildings, legal persons, geographic spaces and the like from an information source of a city big data center or each committee office by using a city portrait system;
step 2, data searching, namely extracting and searching the gathered data in a program and manual mode, finding data problems of errors and repeated records in the data, and performing subsequent operation through a preprocessing model;
step 3, data cleaning;
step 4, loading data, wherein the data processing platform provides an information loading function and respectively loads the information loading function into corresponding department information resource catalogues according to source departments to form a data set of the government affair resource catalogues;
step 5, establishing a natural person data model;
step 6, establishing a geographic/address data model;
step 7, establishing a component data model;
step 8, establishing an event data model;
step 9, establishing a legal data model;
step 10, establishing a theme government affair resource catalog;
and 11, establishing a basic service platform.
2. The construction method for finding out the governing base number of the basic layer based on all elements and all abilities according to claim 1, wherein the abnormal problem finding cleaning rule in the step 3 comprises:
step 3a, establishing a standard metadata database according to metadata release standards of each ministerial committee of China;
step 3b, separating and converting the multilingual texts contained in the fields;
step 3c, establishing distinguishable characteristic characters by using a jieba word segmentation algorithm to perform word segmentation extraction;
step 3d, checking according to the standard metadata and the word segmentation data established in the step 3a, returning standard information in the standard metadata if matching is successful, deleting characters with corresponding lengths in the address information, and then matching to achieve word segmentation accuracy; and if the matching is unsuccessful, positioning and clearing valid data by manual coordination.
3. The construction method based on all elements and all abilities to figure out the basic level governing background according to claim 1, characterized in that, in step 5, when a natural person data model is established, the basic level governing platform combines the population data requirements of each service department, forms a unified natural person model database through centralized aggregation, cleaning and filtering, enhances the dynamic management of data, keeps regular synchronization with the city level population database and each line database and updates in time, and realizes the efficient sharing of population information among each function department.
4. The construction method based on all elements and all abilities to find out basic level governing base numbers according to claim 1, characterized in that, in step 6, when a geographic/address data model is established, data association is performed from modules of data extraction, data word segmentation, data filtering, data storage, data standards and the like according to address diversity analysis, and meanwhile, the accuracy of the address model is verified.
5. The method of claim 1, wherein the components in step 7 include data elements of various facilities in the base community.
6. The construction method for finding out the governing base number of a basic layer based on all elements and all abilities according to claim 1, wherein the event in step 8 refers to the phenomenon and behavior that the city appearance environment and the environmental order are affected or destroyed due to human or natural factors, and the phenomenon and behavior need to be handled by a city management department and are recovered to be normal.
7. The construction method based on all elements and all abilities to find out the basic governing base number according to claim 1, characterized in that in step 10, a data set of a government affairs resource catalog is formed according to different subject requirements according to data models established by natural people, legal people, buildings and the like.
8. The construction method for finding out the base course governance background based on all elements and all abilities according to claim 1, characterized in that in step 11, based on the geographic information technology, the data of the base course governance elements such as people, land, affairs, things, feelings, organizations and the like are displayed in a spatialization manner, and a service platform supporting the base course staff to quickly locate the information required by the base course through people to find rooms and people-room correlation search of room managers is established.
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| CN117971704A (en) * | 2024-03-28 | 2024-05-03 | 合肥综合性国家科学中心人工智能研究院(安徽省人工智能实验室) | Teenager programming scene self-guide code error correction data set generation method |
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| CN117971704A (en) * | 2024-03-28 | 2024-05-03 | 合肥综合性国家科学中心人工智能研究院(安徽省人工智能实验室) | Teenager programming scene self-guide code error correction data set generation method |
| CN117971704B (en) * | 2024-03-28 | 2024-06-04 | 合肥综合性国家科学中心人工智能研究院(安徽省人工智能实验室) | Teenager programming scene self-guide code error correction data set generation method |
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