CN110458743A - Community governance method, apparatus, equipment and storage medium based on big data analysis - Google Patents
Community governance method, apparatus, equipment and storage medium based on big data analysis Download PDFInfo
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- CN110458743A CN110458743A CN201910740857.XA CN201910740857A CN110458743A CN 110458743 A CN110458743 A CN 110458743A CN 201910740857 A CN201910740857 A CN 201910740857A CN 110458743 A CN110458743 A CN 110458743A
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- 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 embodiment of the invention discloses a kind of community governance method, apparatus, equipment and storage medium based on big data analysis.It include: to obtain the multi-dimensional data of target community, and big data analysis is carried out to the multi-dimensional data and obtains data resource catalogue；Wherein, the data resource catalogue is showed with setting mode；User's configuration-direct that Resource TOC inputs based on the data is received, target data is obtained according to the configuration-direct and analyzes result；Result, which is analyzed, according to the target data determines community governance measure.Community governance method provided in an embodiment of the present invention, data resource catalogue is generated after the multi-dimensional data of target community is carried out big data analysis, so that the community governance measure determined is more targeted, the efficiency of community governance can be improved, avoid the waste of community governance cost.
Description
Technical field
The present embodiments relate to community governance technical field more particularly to a kind of community governances based on big data analysis
Method, apparatus, equipment and storage medium.
Background technique
Basic Component units of the community as urban society's system, it is close with urban society's economic development and individual life
It is related.Community governance refer generally to for realize community development target, handle community scope in public affair a series of decisions and
The dynamic process of action.
In the prior art, it in community governance, is made by fixed examination rule or single event performance
Fixed corresponding community governance measure, this kind of mode are not only unable to satisfy the changeable demand of community users, also can not be targeted
Solution community in the problem so that community governance inefficiency, and improperly measure will cause the waste of cost.
Summary of the invention
The embodiment of the present invention provides a kind of community governance method, apparatus, equipment and storage medium based on big data analysis,
The efficiency that community governance can be improved avoids the waste of community governance cost.
In a first aspect, the embodiment of the invention provides a kind of community governance method based on big data analysis, this method packet
It includes:
The multi-dimensional data of target community is obtained, and big data analysis is carried out to the multi-dimensional data and obtains data resource
Catalogue；The data resource catalogue is showed with setting mode；
User's configuration-direct that Resource TOC inputs based on the data is received, number of targets is obtained according to the configuration-direct
According to analysis result；
Result, which is analyzed, according to the target data determines community governance measure.
Further, the multi-dimensional data includes personnel's dimension data, place dimension data, event dimension data, object
Product dimension data, condition of the people dimension data and organization dimensionality data.
Further, big data analysis is carried out to the multi-dimensional data and obtains data resource catalogue, comprising:
It converts the multi-dimensional data to the data of established standards format, and cleaning behaviour is carried out to the data after conversion
Make；
Data after cleaning are integrated according to classification, obtain data resource catalogue.
Further, target data is obtained according to the configuration-direct and analyzes result, comprising:
Target data is obtained according to the configuration-direct；The target data is made of the data of at least two dimensions；
The target data is analyzed and processed, target data is obtained and analyzes result.
Further, after obtaining target data analysis result according to the configuration-direct, further includes:
Geography information and target data analysis result are associated, so that the target data analyzes result with ground
Diagram form is shown.
Further, before receiving user's configuration-direct that Resource TOC inputs based on the data, comprising:
Receive the authentication information of user's input；
The operating right of user is determined according to the authentication information；
Correspondingly, receiving user's configuration-direct that Resource TOC inputs based on the data, comprising:
It shows the data resource catalogue in the operating right, and receives user based on the data money in the operating right
The configuration-direct of source directory input.
Further, the setting mode includes data magic square mode.
Second aspect, the embodiment of the invention also provides a kind of community governance device based on big data analysis, the device
Include:
Data resource catalogue obtains module, for obtaining the multi-dimensional data of target community, and to the multi-dimensional data
It carries out big data analysis and obtains data resource catalogue；The data resource catalogue is showed with setting mode；
Target data analyzes result and obtains module, refers to for receiving user's configuration that Resource TOC inputs based on the data
It enables, target data is obtained according to the configuration-direct and analyzes result；
Community governance measure determining module determines community governance measure for analyzing result according to the target data.
The third aspect the embodiment of the invention also provides a kind of computer equipment, including memory, processor and is stored in
On memory and the computer program that can run on a processor, the processor are realized when executing described program as the present invention is real
Apply the community governance method described in example based on big data analysis.
Fourth aspect, the embodiment of the invention also provides a kind of computer readable storage mediums, are stored thereon with computer
Program realizes the community governance side based on big data analysis as described in the embodiments of the present invention when the program is executed by processor
Method.
The embodiment of the present invention obtains the multi-dimensional data of target community first, and carries out big data point to multi-dimensional data
Analysis obtains data resource catalogue；Then the configuration-direct that user is inputted based on data resource catalogue is received, is obtained according to configuration-direct
Target data is taken to analyze as a result, finally analyzing result according to target data determines community governance measure.The embodiment of the present invention provides
Community governance method, will target community multi-dimensional data carry out big data analysis after generate data resource catalogue so that really
Fixed community governance measure is more targeted, and the efficiency of community governance can be improved, and avoids the waste of community governance cost.
Detailed description of the invention
Fig. 1 is the flow chart of community governance method of one of the embodiment of the present invention one based on big data analysis；
Fig. 2 is the schematic diagram of the community governance method based on big data analysis in the embodiment of the present invention one；
Fig. 3 is the structural schematic diagram of community governance device of one of the embodiment of the present invention two based on big data analysis；
Fig. 4 is the structural schematic diagram of one of the embodiment of the present invention three computer equipment.
Specific embodiment
The present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining the present invention rather than limiting the invention.It also should be noted that in order to just
Only the parts related to the present invention are shown in description, attached drawing rather than entire infrastructure.
Embodiment one
Fig. 1 is a kind of flow chart for community governance method based on big data analysis that the embodiment of the present invention one provides, this
Embodiment is applicable to the case where administering to community, this method can by the community governance device based on big data analysis come
It executes, which can be made of hardware and/or software, and can generally be integrated in and have the community governance function based on big data analysis
In the equipment of energy, which can be the electronic equipments such as server, mobile terminal or server cluster.As shown in Figure 1, this method
Specifically comprise the following steps:
Step 110, the multi-dimensional data of target community is obtained, and big data analysis is carried out to multi-dimensional data and obtains data
Resource TOC.
Wherein, data resource catalogue is showed with setting mode.Target community can be understood as to be administered by administration
The urban area of division.Multi-dimensional data may include personnel's dimension data, place dimension data, event dimension data, article
Dimension data, condition of the people dimension data and organization dimensionality data.Personnel's dimension data may include administrative staff in target community
The information such as essential information, responsibility；Place dimension data can be the geographic coverage of covering；Event dimension data may include event
The information such as time, place, the description to event and the disposition to event of generation, such as extra urgent event, emergency and
Regular event；Article dimension data may include region where the classification of article, object, the damage information of article and to article
Maintenance information etc., such as management component and monitoring device；Condition of the people dimension data may include the condition of the people information in target community,
Concern, information on services such as to special resident；Organization dimensionality data may include legal person in target community, public organization,
Institutional settings are the information such as individual industry and commerce.In the present embodiment, setting mode can be data magic square mode.
Specifically, the process for carrying out big data analysis acquisition data resource catalogue to multi-dimensional data may is that multidimensional
Degree carries out cleaning operation according to the data for being converted into established standards format, and to the data after conversion；Data after cleaning are pressed
It is integrated according to classification, obtains data resource catalogue.
In the present embodiment, multi-dimensional data is summarized to cloud computing resource pool first, by cloud computing resource pool to various dimensions
Data carry out the processing of format conversion and cleaning, multi-dimensional data are converted to the data of established standards format, then to setting
The data of reference format are cleaned, and the data cleansing for the condition that is unsatisfactory for is fallen.Data after cleaning are sent to data resource
Integrated platform carries out integration processing according to classification to the data after cleaning in data resource integrated platform, obtains data resource
Catalogue.Optionally, big data analysis computing platform can be constructed in data resource integrated platform, and analytical calculation is carried out to data.
After obtaining data resource catalogue, it is shown with data magic square mode.
Step 120, the configuration-direct that user is inputted based on data resource catalogue is received, number of targets is obtained according to configuration-direct
According to analysis result.
Wherein, user can be the user by authenticating and having certain control authority.User is based on data magic square mould
The data resource catalogue that formula is shown configures data, and terminal obtains target data according to the configuration-direct that user inputs and analyzes
As a result.
Wherein, it may is that according to the mode that configuration-direct obtains target data analysis result and mesh obtained according to configuration-direct
Mark data；Wherein, target data is made of the data of at least two dimensions；Target data is analyzed and processed, target is obtained
Data analysis result.
Specifically, being obtained according to configuration-direct to data resource integrated platform after the configuration-direct for receiving user's input
The target data being made of the data of at least two dimensions is taken, then big data analysis computing platform divides target data again
Analysis processing obtains target data and analyzes result.
Optionally, after obtaining target data analysis result according to configuration-direct, further include following steps: geography is believed
Breath is associated with target data analysis result, so that target data analysis result is shown with map view.
In the present embodiment, it includes the corresponding geographical location of each data that target data, which is analyzed in result, utilizes geography information
Geography information and target data analysis result are associated by system, and target data analysis result is opened up with map view
Show, can be used family intuitively see target data analyze as a result, to find community there are the problem of, and cause problem
Reason.
Optionally, before receiving the configuration-direct that user is inputted based on data resource catalogue, further include following steps: connecing
Receive the authentication information of user's input；The operating right of user is determined according to authentication information；Correspondingly, being based on data receiving user
The configuration-direct of Resource TOC input, comprising: the data resource catalogue in display operation permission, and receive user and be based on operating rights
The configuration-direct of data resource catalogue input in limit.
Step 130, result is analyzed according to target data and determines community governance measure.
Specifically, analyzing the community for including in result according to target data after obtaining target data analysis result and existing
The problem of and the reason of causing problem determine corresponding community governance measure, so that it is reasonable to instruct related personnel to carry out community
Improvement.
Illustratively, Fig. 2 is the schematic diagram of the community governance method based on big data analysis in the embodiment of the present invention.Such as
Shown in Fig. 2, multidimensional data is summarized to cloud computing resource pool first, after cloud computing resource pool is handled, sends data to number
According to Resources Integrating Platform, data resource integrated platform carries out big data analysis to multidimensional data and obtains data resource catalogue, and with
The mode of data magic square is shown.By authenticating and the user with certain control authority carries out data by data magic square and matches
It sets, target data is analyzed according to the configuration-direct that user inputs, obtain target data analysis as a result, then utilizing geography
Target data analysis result is shown by information system in the form of map, while being analyzed result according to target data and being determined society
Area's management measure.
The technical solution of the present embodiment obtains the multi-dimensional data of target community first, and carries out to multi-dimensional data big
Data analysis obtains data resource catalogue；Then the configuration-direct that user is inputted based on data resource catalogue is received, according to configuration
Instruction obtains target data analysis as a result, finally analyzing result according to target data determines community governance measure.The present invention is implemented
The community governance method that example provides generates data resource catalogue after the multi-dimensional data of target community is carried out big data analysis,
So that the community governance measure determined is more targeted, the efficiency of community governance can be improved, avoid the wave of community governance cost
Take.
Embodiment two
Fig. 3 is a kind of structural representation of the community governance device based on big data analysis provided by Embodiment 2 of the present invention
Figure.As shown in figure 3, the device includes: that data resource catalogue obtains module 210, target data analyzes result and obtains 220 He of module
Community governance measure determining module 230.
Data resource catalogue obtains module 210, for obtaining the multi-dimensional data of target community, and to multi-dimensional data into
Row big data analysis obtains data resource catalogue；Wherein, data resource catalogue is showed with setting mode；
Target data analyzes result and obtains module 220, refers to for receiving the configuration that user is inputted based on data resource catalogue
It enables, target data is obtained according to configuration-direct and analyzes result；
Community governance measure determining module 230 determines community governance measure for analyzing result according to target data.
Optionally, multi-dimensional data includes personnel's dimension data, place dimension data, event dimension data, article dimension
Data, condition of the people dimension data and organization dimensionality data.
Optionally, data resource catalogue obtains module 210, is also used to:
It converts multi-dimensional data to the data of established standards format, and cleaning operation is carried out to the data after conversion；
Data after cleaning are integrated according to classification, obtain data resource catalogue.
Optionally, target data analysis result obtains module 220, is also used to:
Target data is obtained according to configuration-direct；Target data is made of the data of at least two dimensions；
Target data is analyzed and processed, target data is obtained and analyzes result.
Optionally, further includes: relating module is used for:
By geography information and target data analysis result be associated so that target data analyze result with map view into
Row is shown.
Optionally, further includes: authentication module is used for:
Receive the authentication information of user's input；
The operating right of user is determined according to authentication information；
Correspondingly, the configuration-direct inputted in reception user based on data resource catalogue, comprising:
Data resource catalogue in display operation permission, and it is defeated based on the data resource catalogue in operating right to receive user
The configuration-direct entered.
Optionally, setting mode includes data magic square mode.
Method provided by the executable aforementioned all embodiments of the present invention of above-mentioned apparatus, it is corresponding to have the execution above method
Functional module and beneficial effect.The not technical detail of detailed description in the present embodiment, reference can be made to the aforementioned all implementations of the present invention
Method provided by example.
Embodiment three
Fig. 4 is a kind of structural schematic diagram for computer equipment that the embodiment of the present invention three provides.Fig. 4, which is shown, to be suitable for being used to
Realize the block diagram of the computer equipment 312 of embodiment of the present invention.The computer equipment 312 that Fig. 4 is shown is only an example,
Should not function to the embodiment of the present invention and use scope bring any restrictions.Equipment 312 is typically based on big data analysis
The calculating equipment of community governance function.
As shown in figure 4, computer equipment 312 is showed in the form of universal computing device.The component of computer equipment 312 can
To include but is not limited to: one or more processor 316, storage device 328 connect different system components (including storage dress
Set 328 and processor 316) bus 318.
Bus 318 indicates one of a few class bus structures or a variety of, including memory bus or Memory Controller,
Peripheral bus, graphics acceleration port, processor or the local bus using any bus structures in a variety of bus structures.It lifts
For example, these architectures include but is not limited to industry standard architecture (Industry Standard
Architecture, ISA) bus, microchannel architecture (Micro Channel Architecture, MCA) bus, enhancing
Type isa bus, Video Electronics Standards Association (Video Electronics Standards Association, VESA) local
Bus and peripheral component interconnection (Peripheral Component Interconnect, PCI) bus.
Computer equipment 312 typically comprises a variety of computer system readable media.These media can be it is any can
The usable medium accessed by computer equipment 312, including volatile and non-volatile media, moveable and immovable Jie
Matter.
Storage device 328 may include the computer system readable media of form of volatile memory, such as arbitrary access
Memory (Random Access Memory, RAM) 330 and/or cache memory 332.Computer equipment 312 can be into
One step includes other removable/nonremovable, volatile/non-volatile computer system storage mediums.Only as an example, it deposits
Storage system 334 can be used for reading and writing immovable, non-volatile magnetic media, and (Fig. 4 do not show, commonly referred to as " hard drive
Device ").Although not shown in fig 4, the disk for reading and writing removable non-volatile magnetic disk (such as " floppy disk ") can be provided to drive
Dynamic device, and to removable anonvolatile optical disk (such as CD-ROM (Compact Disc-Read Only Memory, CD-
ROM), digital video disk (Digital Video Disc-Read Only Memory, DVD-ROM) or other optical mediums) read-write
CD drive.In these cases, each driver can pass through one or more data media interfaces and bus 318
It is connected.Storage device 328 may include at least one program product, which has one group of (for example, at least one) program
Module, these program modules are configured to perform the function of various embodiments of the present invention.
Program 336 with one group of (at least one) program module 326, can store in such as storage device 328, this
The program module 326 of sample includes but is not limited to operating system, one or more application program, other program modules and program
It may include the realization of network environment in data, each of these examples or certain combination.Program module 326 usually executes
Function and/or method in embodiment described in the invention.
Computer equipment 312 can also with one or more external equipments 314 (such as keyboard, sensing equipment, camera,
Display 324 etc.) communication, the equipment interacted with the computer equipment 312 communication can be also enabled a user to one or more,
And/or with any equipment (such as net that the computer equipment 312 is communicated with one or more of the other calculating equipment
Card, modem etc.) communication.This communication can be carried out by input/output (I/O) interface 322.Also, computer
Equipment 312 can also pass through network adapter 320 and one or more network (such as local area network (Local Area
Network, LAN), wide area network Wide Area Network, WAN) and/or public network, such as internet) communication.As schemed
Show, network adapter 320 is communicated by bus 318 with other modules of computer equipment 312.Although should be understood that in figure not
It shows, other hardware and/or software module can be used in conjunction with computer equipment 312, including but not limited to: microcode, equipment
Driver, redundant processing unit, external disk drive array, disk array (Redundant Arrays of Independent
Disks, RAID) system, tape drive and data backup storage system etc..
The program that processor 316 is stored in storage device 328 by operation, thereby executing various function application and number
According to processing, such as realize the community governance method based on big data analysis provided by the above embodiment of the present invention.
Example IV
The embodiment of the present invention four additionally provides a kind of computer readable storage medium, is stored thereon with computer program, should
The community governance method as provided by the embodiment of the present invention based on big data analysis is realized when program is executed by processor.
Certainly, a kind of computer readable storage medium provided by the embodiment of the present invention, the computer program stored thereon
The method operation being not limited to the described above, can also be performed the society provided by any embodiment of the invention based on big data analysis
Relevant operation in area's administering method.
The computer storage medium of the embodiment of the present invention, can be using any of one or more computer-readable media
Combination.Computer-readable medium can be computer-readable signal media or computer readable storage medium.It is computer-readable
Storage medium for example may be-but not limited to-the system of electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor, device or
Device, or any above combination.The more specific example (non exhaustive list) of computer readable storage medium includes: tool
There are electrical connection, the portable computer diskette, hard disk, random access memory (RAM), read-only memory of one or more conducting wires
(ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-
ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.In this document, computer-readable storage
Medium can be any tangible medium for including or store program, which can be commanded execution system, device or device
Using or it is in connection.
Computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used for
By the use of instruction execution system, device or device or program in connection.
The program code for including on computer-readable medium can transmit with any suitable medium, including --- but it is unlimited
In wireless, electric wire, optical cable, RF etc. or above-mentioned any appropriate combination.
The computer for executing operation of the present invention can be write with one or more programming languages or combinations thereof
Program code, described program design language include object oriented program language-such as Java, Smalltalk, C++,
It further include conventional procedural programming language-such as " C " language or similar programming language.Program code can be with
It fully executes, partly execute on the user computer on the user computer, being executed as an independent software package, portion
Divide and partially executes or executed on a remote computer or server completely on the remote computer on the user computer.In
Be related in the situation of remote computer, remote computer can pass through the network of any kind --- including local area network (LAN) or
Wide area network (WAN)-be connected to subscriber computer, or, it may be connected to outer computer (such as mentioned using Internet service
It is connected for quotient by internet).
Note that the above is only a better embodiment of the present invention and the applied technical principle.It will be appreciated by those skilled in the art that
The invention is not limited to the specific embodiments described herein, be able to carry out for a person skilled in the art it is various it is apparent variation,
It readjusts and substitutes without departing from protection scope of the present invention.Therefore, although being carried out by above embodiments to the present invention
It is described in further detail, but the present invention is not limited to the above embodiments only, without departing from the inventive concept, also
It may include more other equivalent embodiments, and the scope of the invention is determined by the scope of the appended claims.
Claims (10)
1. a kind of community governance method based on big data analysis characterized by comprising
The multi-dimensional data of target community is obtained, and big data analysis is carried out to the multi-dimensional data and obtains data resource mesh
Record；Wherein, the data resource catalogue is showed with setting mode；
User's configuration-direct that Resource TOC inputs based on the data is received, target data point is obtained according to the configuration-direct
Analyse result；
Result, which is analyzed, according to the target data determines community governance measure.
2. the method according to claim 1, wherein the multi-dimensional data includes personnel's dimension data, place
Dimension data, event dimension data, article dimension data, condition of the people dimension data and organization dimensionality data.
3. according to the method described in claim 2, it is characterized in that, carrying out big data analysis to the multi-dimensional data obtains number
According to Resource TOC, comprising:
It converts the multi-dimensional data to the data of established standards format, and cleaning operation is carried out to the data after conversion；
Data after cleaning are integrated according to classification, obtain data resource catalogue.
4. according to the method described in claim 2, it is characterized in that, obtaining target data analysis knot according to the configuration-direct
Fruit, comprising:
Target data is obtained according to the configuration-direct；The target data is made of the data of at least two dimensions；
The target data is analyzed and processed, target data is obtained and analyzes result.
5. according to the method described in claim 2, it is characterized in that, obtaining target data analysis knot according to the configuration-direct
After fruit, further includes:
Geography information and target data analysis result are associated, so that the target data analyzes result with ground figure
Formula is shown.
6. the method according to claim 1, wherein receive user based on the data Resource TOC input
Before configuration-direct, further includes:
Receive the authentication information of user's input；
The operating right of user is determined according to the authentication information；
Correspondingly, receiving user's configuration-direct that Resource TOC inputs based on the data, comprising:
It shows the data resource catalogue in the operating right, and receives user based on the data resource mesh in the operating right
Record the configuration-direct of input.
7. the method according to claim 1, wherein the setting mode includes data magic square mode.
8. a kind of community governance device based on big data analysis characterized by comprising
Data resource catalogue obtains module, carries out for obtaining the multi-dimensional data of target community, and to the multi-dimensional data
Big data analysis obtains data resource catalogue；Wherein, the data resource catalogue is showed with setting mode；
Target data analyzes result and obtains module, for receiving user's configuration-direct that Resource TOC inputs based on the data,
Target data, which is obtained, according to the configuration-direct analyzes result；
Community governance measure determining module determines community governance measure for analyzing result according to the target data.
9. a kind of computer equipment including memory, processor and stores the meter that can be run on a memory and on a processor
Calculation machine program, which is characterized in that the processor realized when executing described program as described in any in claim 1-7 based on
The community governance method of big data analysis.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is by processor
The community governance method based on big data analysis as described in any in claim 1-7 is realized when execution.
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| CN112527888A (en) * | 2020-12-24 | 2021-03-19 | 恒安嘉新（北京）科技股份公司 | Data analysis method and device, electronic equipment and storage medium |
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