CN110019150A - A kind of data administering method, system and electronic equipment - Google Patents
A kind of data administering method, system and electronic equipment Download PDFInfo
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- CN110019150A CN110019150A CN201910290441.2A CN201910290441A CN110019150A CN 110019150 A CN110019150 A CN 110019150A CN 201910290441 A CN201910290441 A CN 201910290441A CN 110019150 A CN110019150 A CN 110019150A
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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
- G06F16/21—Design, administration or maintenance of databases
- G06F16/217—Database tuning
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Abstract
The present embodiments relate to technical field of data processing, and in particular to a kind of data administering method, system and electronic equipment.The data administering method, comprising: obtain the data to be administered of multiple data source headers；Rule is administered according to preset data to administer the data to be administered, and is governed data；Knowledge mapping and/or wide table are constructed according to data are administered；Wherein, knowledge mapping is positioned for data source, and wide table in data set for showing.The advantages of embodiment of the present invention are as follows: the data in multiple sources are handled according to specific rule, obtained data can construct knowledge mapping, wide table, the quick positioning and concentration for facilitating data are shown, to realize the unified management to data, it is easy to dock with operation system, promotes the fusion of service resources, shares.
Description
Technical field
The present embodiments relate to technical field of data processing, and in particular to a kind of data administering method, system and electronics
Equipment.
Background technique
In the prior art, the mechanism more for functional department, it is understood that there may be decentralization of functions, the ambiguity of power and responsibility, information system
Construction and management function dispersion, lead to not the problem of building unified data management regulation, standard.
Each department establishes respective information system to meet business needs, each department station oneself position production,
Data are used and managed, so that data are dispersed in different information systems, lead to data dispersion and diversification, lacks unification
Data schema, believable data source and data standard, data are lack of standardization, inconsistent, redundancy, the problems such as can not sharing appearance.
Data lifecycle management is imperfect, can not status inquiry and monitoring to data Life cycle.
Summary of the invention
For this purpose, the embodiment of the invention provides a kind of data administering method, system and electronic equipments, to solve the prior art
Middle data are lack of standardization, inconsistent, redundancy, the problem that can not be shared.
To achieve the goals above, embodiments of the present invention provide the following technical solutions:
Embodiments of the present invention are in a first aspect, provide a kind of data administering method, comprising: obtain multiple data source headers
Data to be administered；Rule is administered according to preset data to administer the data to be administered, and is governed data；Foundation
Administer data building knowledge mapping and/or wide table；Wherein, knowledge mapping is positioned for data source, and wide table is in data set
It shows.
In one embodiment of the invention, multiple data source headers include multiple government departments, the data packet to be administered
Include government data.
In one embodiment of the invention, it includes the rule that government data should meet that the preset data, which administer rule,
Then；Administering rule according to preset data and administer to the data to be administered includes: the rule that should be met according to government data
Then government data is administered.
In one embodiment of the invention, it includes: that data are administered in association that the foundation, which administers data building knowledge mapping,
The data source header of corresponding data to be administered, to carry out data positioning.
In one embodiment of the invention, for the first data type, multiple data source headers have preset authority excellent
First grade；The data administering method further include: the data source header of the high authoritative priority of foundation is corresponding to belong to the first data type
The low authoritative priority of improvement data correction the corresponding improvement data for belonging to the first data type of data source header.
In one embodiment of the invention, the data administering method further include: receive the keyword of manual entry；Root
Recommend information to be logged according to the keyword.
In one embodiment of the invention, the wide table shows that personal information, the personal information include for concentrating
It is a variety of below: identity information, marriage information, real estate information, academic information, job information.
The second aspect of embodiments of the present invention provides a kind of data governing system, comprising: acquiring unit is used for
Obtain the data to be administered of multiple data source headers；Governance unit, for administering rule to described wait administer according to preset data
Data are administered, and data are governed；Construction unit, for according to improvement data building knowledge mapping and/or wide table；Its
In, knowledge mapping is positioned for data source, and wide table in data set for showing.
The third aspect of embodiments of the present invention, provides a kind of electronic equipment, and the electronic equipment includes: processing
Device, memory；
The memory store code；
The processor executes the code, for executing data administering method described in first aspect.
The fourth aspect of embodiments of the present invention provides a kind of computer readable storage medium for storing program, institute
Stating program includes instruction, when described instruction is computer-executed, so that the computer is executed data described in first aspect and administers
Method.
Embodiment according to the present invention, data administering method, system and electronic equipment provided in an embodiment of the present invention and
Storage medium, which has the advantages that, is handled the data in multiple sources according to specific rule, and obtained data can be with structure
Knowledge mapping, wide table are built, the quick positioning and concentration for facilitating data are shown, to realize the unified management to data, easily
It is docked in operation system, promotes the fusion of service resources, shares.
Detailed description of the invention
It, below will be to embodiment party in order to illustrate more clearly of embodiments of the present invention or technical solution in the prior art
Formula or attached drawing needed to be used in the description of the prior art are briefly described.It should be evident that the accompanying drawings in the following description is only
It is merely exemplary, it for those of ordinary skill in the art, without creative efforts, can also basis
The attached drawing of offer, which is extended, obtains other implementation attached drawings.
Fig. 1 is a kind of flow chart for data administering method that one embodiment of the invention provides；
Fig. 2 is a kind of structural schematic diagram for data governing system that another embodiment of the present invention provides；
Fig. 3 is the structural schematic diagram for a kind of electronic equipment that another embodiment of the present invention provides.
In figure: 21. acquiring units, 22. governance units, 23. construction units, 31. processors, 32. memories.
Specific embodiment
Embodiments of the present invention are illustrated by particular specific embodiment below, those skilled in the art can be by this explanation
Content disclosed by book is understood other advantages and efficacy of the present invention easily, it is clear that described embodiment is the present invention one
Section Example, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art are not doing
Every other embodiment obtained under the premise of creative work out, shall fall within the protection scope of the present invention.
The embodiment of the present invention is administered and is supervised integral system by data and establishes unified standards and specifications system, passes through
Data auditing, cleaning, polynary accuracy, integrality, confidentiality, the availability for guaranteeing data than peering, propulsion information money
The integration in source, is shared docking.
Data administering method provided by the invention is applied to administer platform from service big data, can be by automating hand
Section, automatic identification data assets simultaneously indicate data orientation and attribute, administer platform by big data and establish and support based on number
Checked according to index, quality, problem is found and the data of improving that monitor administer system, from advance, in thing, afterwards evade and solve number
According to problem.
Administering platform from service big data can be realized the automation collection of data assets, storage.Pass through model management reality
Now unify stable metadata storage.
Data problem can be found out by rational technique by administering platform from service big data, be asked from each maintenance monitoring data
Topic, and can find by most intuitive and quick way feedback to responsible person concerned, problem of implementation, recognize duty, processing, filing etc. to count
Process is solved according to the closed loop of problem.
Administering platform from service big data can be such that data use: the final catalogue that big data is administered is provided for user
Data can be quickly found out data by administering platform, and quickly establish the channel of data exchange.
Next, data administering method provided in an embodiment of the present invention is specifically described.
Embodiment 1
A kind of data administering method is present embodiments provided, the executing subject of this method can be any with calculating, place
The electronic equipment of reason ability, such as platform, server, PC, mobile phone, tablet computer, laptop.As shown in Figure 1,
The data administering method includes the following steps.
Step 11, the data to be administered for obtaining multiple data source headers.
Multiple data source headers include multiple government departments, and the data to be administered include government data.For example, data source header
It can be public security bureau, data to be administered are the government data of demographic data of resident that public security bureau possesses etc. accordingly.Again
For example, data source header can be Department of Civil Affairs, data to be administered are the marriage information of resident etc. that Department of Civil Affairs possesses accordingly
Government data.For another example data source header can be housing bureau, data to be administered are living for the resident that housing bureau possesses accordingly
The government data of room information etc..Etc., it will not enumerate herein.
Specifically, data source header can provide port, the port that can be provided by data source header obtains data source header
Data.Data can be received from data source header by communication mode.Data can also be obtained using other modes, herein no longer
It enumerates.
Step 12 administers the data to be administered according to preset data improvement rule, is governed data.
In one example, it includes the rule that government data should meet that the preset data, which administer rule,；According to default
Data administer rule to the data to be administered carry out administer include: according to government data should meet rule to government data
It is administered.By taking the identification card number wait administer in the demographic data in information from public security bureau as an example, in general, identity card
It number is 18, for being administered wait administer the identification card number of the digit in information not pair, if it is because centre has space to lead
It causes digit not right, space can be automatically deleted, to be modified.It the problem of for cannot independently correct, can be by corresponding number
According to extraction, public security bureau is then fed back to, so that public security bureau can be with artificial correction.
In general, the 17th bit digital of identification card number indicates gender, wherein odd number indicates male, and even number indicates women.
It, can be according to body when the gender of the label of the 17th bit digital people corresponding with the identification card number of an identification card number is inconsistent
The 17th of part card number is modified gender for number, which can also be extracted out, then feed back to public security bureau, so that public security
Office can be with artificial correction.
Step 13 constructs knowledge mapping and/or wide table according to improvement data；Wherein, knowledge mapping is fixed for data source
Position, wide table in data set for showing.
It is described that the data source that knowledge mapping includes: the corresponding data to be administered of association improvement data is constructed according to improvement data
Head, to carry out data positioning.
The building of knowledge mapping can be filtered by natural language processing and business rule, be realized for based on data information
Knowledge is extracted, and by knowledge mapping relationship, realizes that data quickly position using intelligent search, correlation inquiry means.Specifically, may be used
The data source header for administering data data to be administered corresponding with its to associate, for example, data source header is public security bureau, wait control
Reason data are demographic data, and the demographic data after improvement is come public security bureau and is associated, consequently facilitating subsequent data are quickly fixed
Position.
For the first data type, multiple data source headers have preset authoritative priority；The data administering method is also
Include: according to high authoritative priority the corresponding low authority of improvement data correction for belonging to the first data type of data source header it is preferential
The corresponding improvement data for belonging to the first data type of data source header of grade.
Data type refers to the data of a certain classification, such as the identity data of resident is a kind of data type, the wedding of resident
Relation by marriage information is a kind of data.
For example, other data this kind of for the identity information of resident, the data of public security bureau are weighed compared to the data of Department of Civil Affairs
The data of the data correction Department of Civil Affairs of public security bureau can be used when two data are inconsistent in prestige.For another example the wedding of resident
This kind of other data of relation by marriage information, the data of Department of Civil Affairs can be with when two data are inconsistent compared to the data authority of public security bureau
Use the data of the data modification public security bureau of Department of Civil Affairs.
In one example, the data administering method further include: receive the keyword of manual entry；According to the key
Word recommends information to be logged.In this example, the word inputted according to user may be implemented or multiple words recommend complete record
Enter information, for example, the full name of the unit can be recommended when the abbreviation of one unit of input or a word in organization,
After user's confirmation, typing can be realized.To realize Rapid input.
In one example, the wide table shows personal information for concentrating, and the personal information includes following a variety of: body
Part information, marriage information, real estate information, academic information, job information.
Concentration displaying can will be carried out from the wide table for the data summarization that multiple government departments obtain, for example, can will be from
Personal identity information in the demographic data that public security bureau obtains, the marriage letter from the individual in the marriage data that Department of Civil Affairs obtains
Breath, the real estate information from the individual in the house data that housing bureau obtains, the individual from the educational data that education department obtains
Academic information, from the wide table that the personal work information in the social security data obtained in social security department summarizes, so as to
Personal identity information, marriage information, real estate information, academic information, job information are shown to concentrate, and are convenient for relevant departments
Solve the individual.
It should be noted that data administering method provided in this embodiment can need to carry out accordingly according to the customization of user
Data administer.User can be government department, or enterprise customer, or personal user.For different use
Family, the corresponding data provided within the scope allowed by the law administer service.
Data administering method provided in this embodiment has the advantages that the data according to specific rule to multiple sources
It being handled, obtained data can construct knowledge mapping, wide table, and the quick positioning and concentration for facilitating data are shown, thus
The unified management to data is realized, is easy to dock with operation system, promotes the fusion of service resources, share.
Embodiment 2
Present embodiments provide a kind of data governing system.As shown in Fig. 2, the data governing system includes:
Acquiring unit 21, for obtaining the data to be administered of multiple data source headers；
Governance unit 22 is administered the data to be administered for administering rule according to preset data, is controlled
Manage data；
Construction unit 24, for according to improvement data building knowledge mapping and/or wide table；Wherein, knowledge mapping is for counting
It is positioned according to source, wide table in data set for showing.
The functional unit of data governing system provided in this embodiment can be with the content realization that reference implementation example 1 is recorded, this
Place repeats no more.
Data governing system provided in this embodiment has the advantages that the data according to specific rule to multiple sources
It being handled, obtained data can construct knowledge mapping, wide table, and the quick positioning and concentration for facilitating data are shown, thus
The unified management to data is realized, is easy to dock with operation system, promotes the fusion of service resources, share.
Embodiment 3
A kind of electronic equipment is present embodiments provided, the electronic equipment is specifically as follows server.The electronic equipment
It include: processor 31, memory 32；32 store code of memory；The processor 31 executes the code, for executing
Data administering method described in embodiment 1.
Electronic equipment provided in this embodiment has the advantages that carry out according to data of the specific rule to multiple sources
Processing, obtained data can construct knowledge mapping, wide table, and the quick positioning and concentration for facilitating data are shown, to realize
Unified management to data, is easy to dock with operation system, promotes the fusion, shared of service resources.
Embodiment 4
A kind of computer readable storage medium for storing program is present embodiments provided, described program includes instruction, described
When instruction is computer-executed, the computer is made to execute data administering method described in embodiment 1.
Computer readable storage medium provided in this embodiment has the advantages that according to specific rule to multiple sources
Data handled, obtained data can construct knowledge mapping, wide table, facilitate the quick positioning of data and concentrate exhibition
Show, to realize the unified management to data, be easy to dock with operation system, promotes the fusion of service resources, shares.
Although above having used general explanation and specific embodiment, the present invention is described in detail, at this
On the basis of invention, it can be made some modifications or improvements, this will be apparent to those skilled in the art.Therefore,
These modifications or improvements without departing from theon the basis of the spirit of the present invention are fallen within the scope of the claimed invention.
Claims (10)
1. a kind of data administering method characterized by comprising
Obtain the data to be administered of multiple data source headers；
Rule is administered according to preset data to administer the data to be administered, and is governed data；
Knowledge mapping and/or wide table are constructed according to data are administered；Wherein, knowledge mapping is positioned for data source, and wide table is used for
It is shown in data set.
2. data administering method according to claim 1, which is characterized in that multiple data source headers include multiple portions, government
Door, the data to be administered include government data.
3. data administering method according to claim 2, which is characterized in that it includes political affairs that the preset data, which administer rule,
The rule that business data should meet；
It administers rule according to preset data and the data to be administered administer and include:
Government data is administered according to the rule that government data should meet.
4. data administering method according to claim 1, which is characterized in that described to construct knowledge mapping according to improvement data
Include:
The data source header of the corresponding data to be administered of data is administered in association, to carry out data positioning.
5. data administering method according to claim 1, which is characterized in that for the first data type, multiple data sources
Head has preset authoritative priority；The data administering method further include:
The corresponding low authority of improvement data correction for belonging to the first data type of data source header according to high authoritative priority is preferential
The corresponding improvement data for belonging to the first data type of data source header of grade.
6. data administering method according to claim 1, which is characterized in that the data administering method further include:
Receive the keyword of manual entry；
Recommend information to be logged according to the keyword.
7. data administering method according to claim 1, which is characterized in that the width table shows personal letter for concentrating
Breath, the personal information includes following a variety of:
Identity information, marriage information, real estate information, academic information, job information.
8. a kind of data governing system characterized by comprising
Acquiring unit, for obtaining the data to be administered of multiple data source headers；
Governance unit administers the data to be administered for administering rule according to preset data, is governed data；
Construction unit, for according to improvement data building knowledge mapping and/or wide table；Wherein, knowledge mapping is used for data source
Positioning, wide table in data set for showing.
9. a kind of electronic equipment, which is characterized in that the electronic equipment includes: processor, memory；
The memory store code；
The processor executes the code, requires the described in any item data administering methods of 1-7 for perform claim.
10. a kind of computer readable storage medium for storing program, which is characterized in that described program includes instruction, described instruction
When being computer-executed, the computer perform claim is made to require the described in any item data administering methods of 1-7.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201910290441.2A CN110019150A (en) | 2019-04-11 | 2019-04-11 | A kind of data administering method, system and electronic equipment |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201910290441.2A CN110019150A (en) | 2019-04-11 | 2019-04-11 | A kind of data administering method, system and electronic equipment |
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| CN110019150A true CN110019150A (en) | 2019-07-16 |
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| CN201910290441.2A Pending CN110019150A (en) | 2019-04-11 | 2019-04-11 | A kind of data administering method, system and electronic equipment |
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Cited By (2)
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| CN113901233A (en) * | 2021-10-13 | 2022-01-07 | 智联(无锡)信息技术有限公司 | Query data repairing method, system, computer equipment and storage medium |
| CN113918774A (en) * | 2021-10-28 | 2022-01-11 | 中国平安财产保险股份有限公司 | Data management method, device, equipment and storage medium |
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