CN110458743A - Community governance method, device, equipment and storage medium based on big data analysis - Google Patents

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

Community governance method, device, equipment and storage medium based on big data analysis

technical field

The embodiments of the present invention relate to the technical field of community governance, and in particular to a community governance method, device, equipment and storage medium based on big data analysis.

Background technique

As the basic unit of urban social system, community is closely related to urban socio-economic development and individual life. Community governance generally refers to the dynamic process of a series of decision-making and actions that deal with public affairs within the community in order to achieve the goals of community development.

In the prior art, in community governance, corresponding community governance measures are formulated through fixed assessment rules or the completion of a single event. This method not only cannot meet the changing needs of community users, but also cannot solve targeted problems. Problems in the community make community governance inefficient, and improper measures will cause waste of cost.

Contents of the invention

Embodiments of the present invention provide a community governance method, device, device, and storage medium based on big data analysis, which can improve the efficiency of community governance and avoid waste of community governance costs.

In the first aspect, the embodiment of the present invention provides a community governance method based on big data analysis, the method includes:

Obtain multi-dimensional data of the target community, and perform big data analysis on the multi-dimensional data to obtain a data resource directory; the data resource directory is displayed in a set mode;

receiving configuration instructions input by the user based on the data resource directory, and obtaining target data analysis results according to the configuration instructions;

Community governance measures are determined according to the target data analysis results.

Further, the multi-dimensional data includes personnel dimension data, location dimension data, event dimension data, item dimension data, popular sentiment dimension data and organization dimension data.

Further, performing big data analysis on the multi-dimensional data to obtain a data resource directory, including:

Converting the multi-dimensional data into data in a standard format, and cleaning the converted data;

Integrate the cleaned data according to categories to obtain a data resource catalog.

Further, obtaining target data analysis results according to the configuration instructions includes:

Acquiring target data according to the configuration instruction; the target data is composed of data in at least two dimensions;

Analyzing and processing the target data to obtain target data analysis results.

Further, after obtaining the target data analysis result according to the configuration instruction, it also includes:

The geographic information is associated with the target data analysis result, so that the target data analysis result is displayed in the form of a map.

Further, before receiving the configuration instruction input by the user based on the data resource directory, it includes:

Receive the authentication information entered by the user;

Determine the user's operation authority according to the authentication information;

Correspondingly, when receiving the configuration instruction input by the user based on the data resource directory, it includes:

Displaying the data resource directory within the operation authority, and receiving configuration instructions input by the user based on the data resource directory within the operation authority.

Further, the setting mode includes a data cube mode.

In the second aspect, the embodiment of the present invention also provides a community governance device based on big data analysis, which includes:

The data resource directory acquisition module is used to obtain the multi-dimensional data of the target community, and perform big data analysis on the multi-dimensional data to obtain the data resource directory; the data resource directory is displayed in a set mode;

A target data analysis result acquisition module, configured to receive configuration instructions input by users based on the data resource directory, and obtain target data analysis results according to the configuration instructions;

A module for determining community governance measures, configured to determine community governance measures according to the analysis results of the target data.

In the third aspect, the embodiment of the present invention also provides a computer device, including a memory, a processor, and a computer program stored on the memory and operable on the processor, and the processor implements the computer program according to the present invention when executing the program. The community governance method based on big data analysis described in the embodiment.

In the fourth aspect, the embodiment of the present invention also provides a computer-readable storage medium on which a computer program is stored, and when the program is executed by a processor, the community governance method based on big data analysis as described in the embodiment of the present invention is realized .

In the embodiment of the present invention, first obtain the multi-dimensional data of the target community, and perform big data analysis on the multi-dimensional data to obtain the data resource directory; then receive the configuration instruction input by the user based on the data resource directory, obtain the target data analysis result according to the configuration instruction, and finally Determine community governance measures based on target data analysis results. The community governance method provided by the embodiment of the present invention analyzes the multi-dimensional data of the target community to generate a data resource catalog, which makes the determined community governance measures more targeted, improves the efficiency of community governance, and avoids the cost of community governance waste.

Description of drawings

Fig. 1 is a flowchart of a community governance method based on big data analysis in Embodiment 1 of the present invention;

2 is a schematic diagram of a community governance method based on big data analysis in Embodiment 1 of the present invention;

Fig. 3 is a schematic structural diagram of a community governance device based on big data analysis in Embodiment 2 of the present invention;

FIG. 4 is a schematic structural diagram of a computer device in Embodiment 3 of the present invention.

Detailed ways

The present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, but not to limit the present invention. In addition, it should be noted that, for the convenience of description, only some structures related to the present invention are shown in the drawings but not all structures.

Embodiment one

Figure 1 is a flowchart of a community governance method based on big data analysis provided by Embodiment 1 of the present invention. This embodiment is applicable to the situation of community governance, and the method can be implemented by a community governance device based on big data analysis. Execution, the device can be composed of hardware and/or software, and can generally be integrated into a device with a community governance function based on big data analysis, which can be an electronic device such as a server, a mobile terminal, or a server cluster. As shown in Figure 1, the method specifically includes the following steps:

Step 110, acquire multi-dimensional data of the target community, and perform big data analysis on the multi-dimensional data to obtain a data resource directory.

Among them, the data resource directory is displayed in a setting mode. The target community can be understood as an administratively divided urban area to be governed. Multi-dimensional data may include personnel dimension data, location dimension data, event dimension data, item dimension data, popular sentiment dimension data and organization dimension data. Personnel dimension data can include the basic information, responsibilities and other information of managers in the target community; location dimension data can be the area covered; event dimension data can include the time, place, description of the event, and handling of the event and other information, such as urgent events, emergencies, and routine events; item dimension data can include item category, object area, item damage information, and item maintenance information, such as management components and monitoring equipment, etc.; public opinion dimension data It can include the information of the people in the target community, such as attention to special residents, service information, etc.; the organizational dimension data can include information on legal persons, social groups, government agencies and individual businesses in the target community. In this embodiment, the setting mode may be a data cube mode.

Specifically, the process of performing big data analysis on multi-dimensional data to obtain a data resource catalog can be: converting multi-dimensional data into data with a set standard format, and cleaning the converted data; sorting the cleaned data by category Integrate to obtain the data resource directory.

In this embodiment, the multi-dimensional data is first summarized to the cloud computing resource pool, and the multi-dimensional data is converted and cleaned by the cloud computing resource pool, and the multi-dimensional data is converted into data in a standard format, and then the set Clean the data in a standard format, and clean the data that does not meet the conditions. The cleaned data is sent to the data resource integration platform, and the cleaned data is integrated and processed in the data resource integration platform according to categories to obtain the data resource catalog. Optionally, a big data analysis computing platform can be built in the data resource integration platform to analyze and compute data. After obtaining the data resource directory, display it in the data cube mode.

Step 120, receiving configuration instructions input by the user based on the data resource directory, and obtaining target data analysis results according to the configuration instructions.

Wherein, the user may be an authenticated user with a certain control authority. The user configures the data based on the data resource directory displayed in the data cube mode, and the terminal obtains the target data analysis results according to the configuration instructions entered by the user.

Wherein, the manner of obtaining the analysis result of the target data according to the configuration instruction may be: obtaining the target data according to the configuration instruction; wherein, the target data is composed of data in at least two dimensions; analyzing and processing the target data to obtain the analysis result of the target data.

Specifically, after receiving the configuration instruction input by the user, according to the configuration instruction, the target data consisting of data of at least two dimensions is obtained from the data resource integration platform, and then the big data analysis computing platform analyzes and processes the target data to obtain the target data. Data Analysis Results.

Optionally, after the target data analysis result is obtained according to the configuration instruction, the following step is further included: associating geographic information with the target data analysis result, so that the target data analysis result is displayed in the form of a map.

In this embodiment, the target data analysis results include the geographic location corresponding to each data, and the geographical information and the target data analysis results are associated by using the geographic information system, and the target data analysis results are displayed in the form of a map, which can make the user intuitive See the target data analysis results to discover the problems in the community and the causes of the problems.

Optionally, before receiving the configuration instruction input by the user based on the data resource directory, the following steps are also included: receiving the authentication information input by the user; determining the user's operation authority according to the authentication information; The configuration instruction includes: displaying the data resource directory within the operation authority, and receiving the configuration instruction input by the user based on the data resource directory within the operation authority.

Step 130, determining community governance measures according to the target data analysis results.

Specifically, after obtaining the target data analysis results, determine the corresponding community governance measures according to the problems in the community contained in the target data analysis results and the causes of the problems, so as to guide relevant personnel to carry out reasonable governance of the community.

Exemplarily, FIG. 2 is a schematic diagram of a community governance method based on big data analysis in an embodiment of the present invention. As shown in Figure 2, firstly, the multidimensional data is aggregated to the cloud computing resource pool, and after being processed by the cloud computing resource pool, the data is sent to the data resource integration platform, and the data resource integration platform performs big data analysis on the multidimensional data to obtain the data resource directory. And display it in the mode of data cube. Users who have passed the authentication and have certain control rights configure data through the Data Rubik's Cube, analyze the target data according to the configuration instructions entered by the user, obtain the target data analysis results, and then use the geographic information system to display the target data analysis results in the form of a map , and determine the community management measures according to the target data analysis results.

In the technical solution of this embodiment, first obtain the multi-dimensional data of the target community, and perform big data analysis on the multi-dimensional data to obtain the data resource directory; then receive the configuration instruction input by the user based on the data resource directory, and obtain the target data analysis result according to the configuration instruction , and finally determine the community governance measures according to the target data analysis results. The community governance method provided by the embodiment of the present invention analyzes the multi-dimensional data of the target community to generate a data resource catalog, which makes the determined community governance measures more targeted, improves the efficiency of community governance, and avoids the cost of community governance waste.

Embodiment two

FIG. 3 is a schematic structural diagram of a community governance device based on big data analysis provided by Embodiment 2 of the present invention. As shown in FIG. 3 , the device includes: a data resource directory acquisition module 210 , a target data analysis result acquisition module 220 and a community governance measure determination module 230 .

The data resource catalog acquisition module 210 is used to acquire the multi-dimensional data of the target community, and perform big data analysis on the multi-dimensional data to obtain the data resource catalog; wherein, the data resource catalog is displayed in a setting mode;

The target data analysis result acquisition module 220 is configured to receive configuration instructions input by the user based on the data resource directory, and obtain target data analysis results according to the configuration instructions;

The community governance measures determining module 230 is configured to determine community governance measures according to the target data analysis results.

Optionally, the multi-dimensional data includes personnel dimension data, location dimension data, event dimension data, item dimension data, popular sentiment dimension data and organization dimension data.

Optionally, the data resource catalog acquisition module 210 is also used for:

Convert multi-dimensional data into data in a standard format, and perform cleaning operations on the converted data;

Integrate the cleaned data according to categories to obtain a data resource catalog.

Optionally, the target data analysis result acquisition module 220 is also used for:

Acquire target data according to configuration instructions; the target data consists of data in at least two dimensions;

Analyze and process the target data to obtain target data analysis results.

Optionally, it also includes: an associated module for:

The geographic information is associated with the target data analysis results, so that the target data analysis results are displayed in the form of a map.

Optionally, also include: an authentication module for:

Receive the authentication information entered by the user;

Determine the user's operation authority according to the authentication information;

Correspondingly, when receiving the configuration instructions entered by the user based on the data resource directory, including:

Display the data resource directory within the operation authority, and receive configuration instructions entered by the user based on the data resource directory within the operation authority.

Optionally, the setting mode includes a data cube mode.

The above-mentioned device can execute the methods provided by all the foregoing embodiments of the present invention, and has corresponding functional modules and advantageous effects for executing the above-mentioned methods. For technical details not described in detail in this embodiment, reference may be made to the methods provided in all the foregoing embodiments of the present invention.

Embodiment Three

FIG. 4 is a schematic structural diagram of a computer device provided by Embodiment 3 of the present invention. Figure 4 shows a block diagram of a computer device 312 suitable for use in implementing embodiments of the invention. The computer device 312 shown in FIG. 4 is only an example, and should not limit the functions and scope of use of this embodiment of the present invention. Device 312 is a typical computing device based on the community governance function of big data analysis.

As shown in FIG. 4, computer device 312 takes the form of a general-purpose computing device. Components of computer device 312 may include, but are not limited to: one or more processors 316, storage 328, bus 318 connecting various system components including storage 328 and processor 316.

Bus 318 represents one or more of several types of bus structures, including a memory bus or memory controller, a peripheral bus, an accelerated graphics port, a processor, or a local bus using any of a variety of bus structures. For example, these architectures include but are not limited to Industry Standard Architecture (Industry Standard Architecture, ISA) bus, Micro Channel Architecture (Micro Channel Architecture, MCA) bus, Enhanced ISA bus, Video Electronics Standards Association (Video Electronics Standards Association , VESA) local bus and peripheral component interconnect (Peripheral Component Interconnect, PCI) bus.

Computer device 312 typically includes a variety of computer system readable media. These media can be any available media that can be accessed by computing device 312 and include both volatile and nonvolatile media, removable and non-removable media.

The storage device 328 may include computer system readable media in the form of volatile memory, such as random access memory (Random Access Memory, RAM) 330 and/or cache memory 332 . Computer device 312 may further include other removable/non-removable, volatile/nonvolatile computer system storage media. By way of example only, storage system 334 may be used to read and write to non-removable, non-volatile magnetic media (not shown in FIG. 4, commonly referred to as a "hard drive"). Although not shown in FIG. 4, a disk drive for reading and writing to a removable non-volatile disk (such as a "floppy disk") may be provided, as well as a removable non-volatile disk (such as a Compact Disc- Read Only Memory, CD-ROM), Digital Video Disc (Digital Video Disc-Read Only Memory, DVD-ROM) or other optical media) CD-ROM drive. In these cases, each drive may be connected to bus 318 through one or more data media interfaces. Storage device 328 may include at least one program product having a set (eg, at least one) of program modules configured to perform the functions of various embodiments of the present invention.

A program 336 having a set (at least one) of program modules 326 may be stored, for example, in storage device 328, such program modules 326 including but not limited to an operating system, one or more application programs, other program modules, and program data, which Each or some combination of the examples may include the implementation of a network environment. Program modules 326 generally perform the functions and/or methodologies of the described embodiments of the invention.

The computer device 312 may also communicate with one or more external devices 314 (e.g., a keyboard, pointing device, camera, display 324, etc.), and with one or more devices that enable a user to interact with the computer device 312, and/or Or communicate with any device (eg, network card, modem, etc.) that enables the computing device 312 to communicate with one or more other computing devices. Such communication may occur through input/output (I/O) interface 322 . Moreover, the computer device 312 can also communicate with one or more networks (such as a local area network (Local Area Network, LAN), wide area network, Wide Area Network, WAN) and/or a public network, such as the Internet, through the network adapter 320 . As shown, network adapter 320 communicates with other modules of computer device 312 via bus 318 . It should be appreciated that although not shown, other hardware and/or software modules may be used in conjunction with computer device 312, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, disk arrays (Redundant Arrays) of Independent Disks, RAID) systems, tape drives, and data backup storage systems.

The processor 316 executes various functional applications and data processing by running the programs stored in the storage device 328 , such as implementing the community governance method based on big data analysis provided by the above-mentioned embodiments of the present invention.

Embodiment Four

Embodiment 4 of the present invention also provides a computer-readable storage medium, on which a computer program is stored. When the program is executed by a processor, the community governance method based on big data analysis provided by the embodiment of the present invention is implemented.

Of course, the computer-readable storage medium provided by the embodiment of the present invention, the computer program stored thereon is not limited to the method operation described above, and can also implement the community governance based on big data analysis provided by any embodiment of the present invention Related operations in the method.

The computer storage medium in the embodiments of the present invention may use any combination of one or more computer-readable media. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. A computer readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination thereof. More specific examples (non-exhaustive list) of computer readable storage media include: electrical connections with one or more leads, portable computer disks, hard disks, random access memory (RAM), read only memory (ROM), Erasable programmable read-only memory (EPROM or flash memory), optical fiber, portable compact disk read-only memory (CD-ROM), optical storage device, magnetic storage device, or any suitable combination of the above. In this document, a computer-readable storage medium may be any tangible medium that contains or stores a program that can be used by or in conjunction with an instruction execution system, apparatus, or device.

A computer readable signal medium may include a data signal carrying computer readable program code in baseband or as part of a carrier wave. Such propagated data signals may take many forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the foregoing. A computer-readable signal medium may also be any computer-readable medium other than a computer-readable storage medium, which can send, propagate, or transmit a program for use by or in conjunction with an instruction execution system, apparatus, or device. .

Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including - but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.

Computer program code for carrying out the operations of the present invention may be written in one or more programming languages, or combinations thereof, including object-oriented programming languages—such as Java, Smalltalk, C++, and conventional Procedural Programming Language - such as "C" or a similar programming language. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In cases involving a remote computer, the remote computer can be connected to the user computer through any kind of network, including a local area network (LAN) or a wide area network (WAN), or it can be connected to an external computer (such as through an Internet service provider). Internet connection).

Note that the above are only preferred embodiments of the present invention and applied technical principles. Those skilled in the art will understand that the present invention is not limited to the specific embodiments described herein, and that various obvious changes, readjustments and substitutions can be made by those skilled in the art without departing from the protection scope of the present invention. Therefore, although the present invention has been described in detail through the above embodiments, the present invention is not limited to the above embodiments, and can also include more other equivalent embodiments without departing from the concept of the present invention, and the present invention The scope 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.