Community intelligent management system and method based on cloud computing
Through the cloud computing-based community intelligent management system, feature identification is used to automatically monitor and manage community public goods information, which solves the problems of poor warning effect and insufficient coordination and management in the existing system, and realizes efficient and accurate community monitoring and management.
Patent Information
- Application Number
- CN202410343572.3
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2024-03-25
- Publication Date
- 2025-09-26
AI Technical Summary
The existing smart community management system has poor warning effects and lacks the ability to coordinate and manage public goods.
A cloud computing-based community intelligent management system is adopted, including a community information transmission module, an integrated management module, a cloud information storage and call module, an operation information sensing and collection module, and an optimization module. It automatically monitors and manages community public goods information through feature identification, reducing manual collection and identification steps.
It improves the efficiency of community monitoring and management, ensures the accuracy and timeliness of public goods information, and reduces the inefficiency and identification errors of manual intervention.
Smart Images
Figure CN120706728A_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of community management, and in particular to a community intelligent management system and method based on cloud computing. Background Art
[0002] The intelligent community management system relies on a unified urban management and digital platform to divide the artificially divided urban management areas into unit grids according to certain standards in the system. People can use the system to strengthen the inspection of components and events in the unit grids and establish a management model in which supervision and disposal are separated from each other. The main advantage for the government is that the government can take the initiative to discover and deal with them in a timely manner, strengthen the government's management capabilities and processing speed of the city, and carry out a series of self-management or administrative management activities in order to maintain the normal order of the community, promote the development and prosperity of the community, and meet the specific needs of community residents such as material and cultural activities. It is precisely because of these characteristics of the community that the characteristics of community management and its important significance are determined. It is the adjustment of my country's social development strategy, the establishment of the development strategy from national industrialization to social modernization, and the deepening of market economic system reform. There is an urgent need to recast the new community structure and strengthen community management.
[0003] At present, with the gradual increase in population and the development of technology, various products continue to emerge, and community management equipment is one of them. Among community management devices, access control management devices are the most common.
[0004] However, the existing smart community management system still has poor warning effect and lacks the ability to coordinate the management of public goods. Therefore, it is very necessary to invent a community intelligent management system and method based on cloud computing. Summary of the Invention
[0005] In order to overcome the shortcomings and deficiencies of the existing technology, the present invention provides a community intelligent management system and method based on cloud computing.
[0006] The technical solution adopted by the present invention is a community intelligent management system based on cloud computing, which includes: a community information transmission module, a community information comprehensive management module, a cloud information storage and call module, a community operation information sensing and collection module, and a community operation information optimization module;
[0007] The community information transmission module is connected to the community information comprehensive management module, and is used to manage community public goods service and operation information and community public goods use and coordination information, and transmit the community public goods service and operation information and the community public goods use and coordination information to the community information comprehensive management module; the community public goods service and operation information includes the community service type; the community public goods use and coordination information includes the community public goods usage, coordination time and coordination amount, community public goods distribution adjustment, and all parameter information in the community public goods distribution adjustment;
[0008] The community information comprehensive management module is also connected to the cloud information storage and call module, and is used to issue control commands to the cloud information storage and call module; the control commands include reorganizing the community public goods service and operation information and controlling the community public goods information based on the community public goods use and coordination information; the reorganized community public goods service and operation information is accompanied by a characteristic identifier; the characteristic identifier includes the community name, the community public goods information time list identifier, the service location name, the distance of the service line, the time server sequence number, and the coordination time and coordination amount;
[0009] The cloud information storage and calling module is also connected to the community operation information sensing and collecting module. The cloud information storage and calling module is used to execute control operations according to the control commands and classify and store community public goods information;
[0010] The classification stores community public goods information, and the expression is:
[0011]
[0012] Among them, A n represents the collection of community public goods information, η represents the coefficient matrix of public goods classification, T represents the total amount of public goods, x represents a single item, H represents the classification time of public goods, U x Indicates the completeness of public goods, P x represents the damage function of public goods;
[0013] The community operation information sensing and collection module is also connected to the community operation information optimization module. The community operation information sensing and collection module is used to collect real-time dynamic utilization sensors during community operation, generate thermal data of the community in different time periods, and transmit the thermal data of the community in different time periods to the community operation information optimization module; the community operation information optimization module is used to perform rationality optimization based on the thermal data of the community in different time periods and the community public goods usage and coordination information, and generate an optimization report, and monitor and manage the community public goods information according to the optimization report.
[0014] Optionally, the system further includes: a community public goods demand analysis and planning module for obtaining the community public goods consumption of end users and analyzing the community public goods demand; the community public goods consumption and the analyzed community public goods demand include the community public goods consumption pattern, community public goods consumption time and community public goods consumption amount;
[0015] The feature identifier generating module is used to generate a feature identifier based on the consumption of the community public goods and the analysis of the demand for the community public goods.
[0016] Optionally, it also includes: a feature identifier recognition module, which is used to embed the feature identifier into the community public goods service and operation information, and reorganize the community public goods service and operation information to determine the community public goods service and operation information with the feature identifier.
[0017] Optionally, the community operation information optimization module specifically includes:
[0018] A feature identifier acquisition module, configured to acquire the feature identifier in the optimization report;
[0019] The real-time monitoring and management module is used to monitor and manage community public goods information based on the characteristic identifiers.
[0020] A community intelligent management method based on cloud computing, comprising:
[0021] Managing community public goods service and operation information and community public goods use and coordination information, and transmitting the community public goods service and operation information and the community public goods use and coordination information to the community information comprehensive management module; the community public goods service and operation information includes the community service type; the community public goods use and coordination information includes the community public goods usage, coordination time and coordination amount, community public goods distribution adjustment, and all parameter information in the community public goods distribution adjustment;
[0022] issuing a control command to the cloud information storage and call module; the control command includes reorganizing the community public goods service and operation information and controlling the community public goods information according to the community public goods usage and coordination information; the reorganized community public goods service and operation information is accompanied by a characteristic identifier; the characteristic identifier includes the community name, the community public goods information time list identifier, the service location name, the distance of the service line, the time server serial number, and the coordination time and coordination amount;
[0023] Execute control operations according to the control commands and classify and store community public goods information;
[0024] The cloud information storage and calling module collects thermal data of the community in different time periods, and transmits the thermal data of the community in different time periods to the community operation information optimization module; the community operation information optimization module is used to perform rational optimization based on the thermal data of the community in different time periods and the community public goods usage and coordination information, and generate an optimization report at the same time, and monitor and manage the community public goods information according to the optimization report.
[0025] Optionally, after transmitting the community public goods service and operation information and the community public goods usage and coordination information to the community information comprehensive management module, the method further includes:
[0026] Obtaining the end user's consumption of community public goods and analyzing the demand for community public goods; the consumption of community public goods and the analysis of the demand for community public goods include the consumption pattern of community public goods, the time of consumption of community public goods, and the amount of consumption of community public goods;
[0027] A characteristic identifier is generated based on the consumption of the community public goods and the analysis of the demand for the community public goods.
[0028] Optionally, after generating a characteristic identifier based on the consumption of community public goods and analyzing the demand for community public goods, the method further includes:
[0029] The characteristic identifier is embedded into the community public goods service and operation information, and the community public goods service and operation information is reorganized to determine the community public goods service and operation information with the characteristic identifier.
[0030] Optionally, monitoring and managing community public goods information according to the optimization report specifically includes:
[0031] Obtaining the feature identifier in the optimization report;
[0032] The community public goods information is monitored and managed according to the characteristic identification.
[0033] According to the specific embodiments provided by the present invention, the present invention discloses the following technical effects: the present invention provides a community intelligent management system and method based on cloud computing, which can automatically monitor and manage whether the designated service location is in the designated community before the designated community public goods information by identifying community public goods services and operation information with characteristic identifiers, eliminating the steps of manual picture collection, manual picture uploading, and manual visual identification of the community, thereby greatly improving the efficiency of community monitoring and management. BRIEF DESCRIPTION OF THE DRAWINGS
[0034] In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the following briefly introduces the drawings required for use in the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying any creative work.
[0035] Figure 1 This is a first structural diagram of a community intelligent management system based on cloud computing provided by the present invention;
[0036] Figure 2 This is a second structural diagram of a community intelligent management system based on cloud computing provided by the present invention;
[0037] Figure 3 This is the third structural diagram of a community intelligent management system based on cloud computing provided by the present invention;
[0038] Figure 4 This is a first flow chart of a community intelligent management method based on cloud computing provided by the present invention;
[0039] Figure 5 This is a second flow chart of a community intelligent management method based on cloud computing provided by the present invention;
[0040] Figure 6 This is a third flow chart of a community intelligent management method based on cloud computing provided by the present invention. DETAILED DESCRIPTION
[0041] It should be noted that, unless there is a conflict, the embodiments in this application and the features described in the embodiments can be combined with each other. The application is further described in detail below with reference to the accompanying drawings and specific embodiments.
[0042] The purpose of the present invention is to provide a community intelligent management system and method based on cloud computing, which can improve the efficiency of community monitoring and management.
[0043] In order to make the above-mentioned objects, features and advantages of the present invention more obvious and easy to understand, the present invention is further described in detail below with reference to the accompanying drawings and specific embodiments.
[0044] like Figures 1 to 3 As shown, a community intelligent management system based on cloud computing includes: a community information transmission module 101, a community information comprehensive management module 102, a cloud information storage and call module 103, a community operation information sensing and collection module 104, and a community operation information optimization module 105.
[0045] The community information transmission module is connected to the community information comprehensive management module, and the community information transmission module is used to manage community public goods service and operation information and community public goods use and coordination information, and transmit the community public goods service and operation information and the community public goods use and coordination information to the community information comprehensive management module; the community public goods service and operation information includes community service types; the community public goods use and coordination information includes community public goods usage, coordination time and coordination amount, community public goods distribution adjustment and all parameter information in the community public goods distribution adjustment; the community information transmission module includes community public goods service and operation information management and community public goods use and coordination information management; wherein community public goods service and operation information management refers to the management of community service type files; the correspondence between community public goods information and community public goods distribution adjustment can be determined through community public goods use and coordination information, including community public goods usage, coordination time and coordination amount, community public goods distribution adjustment and all parameter information in the community public goods distribution adjustment.
[0046] The community information comprehensive management module is also connected to the cloud information storage and call module, and the community information comprehensive management module is used to issue control commands to the cloud information storage and call module; the control commands include reorganizing the community public goods service and operation information and controlling the community public goods information according to the community public goods use and coordination information; the reorganized community public goods service and operation information carries a characteristic identifier; the characteristic identifier includes the community name, community public goods information time list identifier, service location name, service line distance, time server serial number, and coordination time and coordination amount; the community information comprehensive management module is mainly used for community data packet reorganization and community public goods information control in this system.
[0047] The cloud information storage and call module is also connected to the community operation information sensing and collection module. The cloud information storage and call module is used to perform control operations according to the control commands and classify and store community public goods information; the cloud information storage and call module performs corresponding control operations according to the information and commands transmitted by the community information comprehensive management module.
[0048] The classification stores community public goods information, and the expression is:
[0049]
[0050] Among them, A n represents the collection of community public goods information, η represents the coefficient matrix of public goods classification, T represents the total amount of public goods, x represents a single item, H represents the classification time of public goods, U x Indicates the completeness of public goods, P x represents the damage function of public goods;
[0051] The community operation information sensing and collection module is also connected to the community operation information optimization module. The community operation information sensing and collection module is used to collect real-time dynamic sensor data during community operation, generate thermal data of the community in different time periods, and transmit the thermal data of the community in different time periods to the community operation information optimization module. The community operation information optimization module is used to perform rational optimization based on the thermal data of the community in different time periods and the community public goods use and coordination information, and generate an optimization report at the same time, and monitor and manage the community public goods information based on the optimization report. The community operation information sensing and collection module is used to collect images on the screen of the cloud information storage and call module; the community operation information optimization module generates a final optimization report based on the collected image information and community public goods use and coordination information. A cloud computing-based community intelligent management system has a workflow of community public goods service and operation information, community data packet reorganization, schedule generation, community time image collection, image upload, and information analysis.
[0052] Community data is coordinated and distributed. After importing a new community file, the community information transmission module will automatically distribute it to the corresponding service location community information comprehensive management module based on the service location provided by the community. The community public goods usage and coordination information will also be automatically transmitted to the corresponding service location community information comprehensive management module; at the same time, the community information transmission module will transmit the community public goods usage and coordination information to the community operation information optimization module for subsequent rationality optimization and generation of optimization reports.
[0053] Community data package reorganization includes: 1. Coordination algorithm generation, 2. Community DCP repackaging, 3. Schedule generation, 4. Community time picture collection, 5. Picture upload, 6. Information analysis.
[0054] 1. Coordination Algorithm Generation: After receiving the community public goods usage and coordination information from the community information transmission module, the community information comprehensive management module generates a unique feature identifier for each community based on the consumption patterns of community public goods by invoking a currently mature coordination algorithm. This feature identifier includes: community name, community, service location name, service route distance, time server serial number, coordination time, and coordination amount.
[0055] The specific algorithm is: the coordination algorithm generation algorithm adopts the currently widely used QR (Quick-Response) code, and uses Java programming in the community information comprehensive management module platform, which requires calling the jar package - QRCode.jar.
[0056] You need to add "package qrcode;" to the Java class definition, and call the QRCode library function - qRCodeCommon(String content,String imgType,int size) during the programming process. The String content is the string to be encoded, that is, the information contained in the feature identifier: community name, community, service location name, service line distance, time server serial number, coordination time and coordination amount; String imgType is the image format to be output, and intsize is the size of the generated coordination algorithm.
[0057] The coordination algorithm image generated by calling the QR code is saved to the specified path for use in DCP reorganization.
[0058] 2. Community DCP repackaging. After receiving the DCP file issued by the community information transmission module, the community information comprehensive management module adds feature identifiers to each frame of the original DCP by calling the currently mature OpenCV algorithm, and finally outputs a new community DCP' file, such as Figure 3 shown.
[0059] The specific algorithm is: video files are processed through the javaCV library and openCV library, where the javaCV part is responsible for community DCP file reading and Frame, Mat conversion operations, and openCV is responsible for image loading, image saving, image overlay, and transparency processing.
[0060] 1) Take a frame of video from the read video stream and convert it into Mat.
[0061] Matmat=converter.convertToMat(grabber.grabFrame())
[0062] 2) Define the location where the coordination algorithm image is copied and the size of the coordination algorithm image.
[0063] Mat qrcode=opencv_imgcodecs.imread("qrcode.png");
[0064] "qrcode.png" is the name of the coordination algorithm image. This function is used to read the coordination algorithm image information into memory.
[0065] This function is used to define the position and size of the video frame to be copied by the coordination algorithm.
[0066] 3) Copy the coordination algorithm image defined in 2) into each frame of the video.
[0067] opencv_core.addWeighted(ROI,0.2,qrcode,0.8,0.0,ROI);
[0068] ROI and qrcode are the coordination algorithm attribute values defined in 2).
[0069] 0.2 is the first weight value of image transparency of the coordination algorithm, and 0.8 is the second weight value of image transparency of the coordination algorithm.
[0070] 4) Finally, the community information comprehensive management module will send the newly generated community DCP' file to the community information comprehensive management module server.
[0071] 3. Schedule generation: After receiving the community public goods usage and coordination information, the community information comprehensive management module automatically generates the service location schedule based on the point of sale (POS) schedule information, and sends the schedule to the time server of the corresponding hall; POS schedule is a demand plan manually arranged by the demand clerk or other operator at the end user.
[0072] 4. Community time screen collection: After the scheduled start time, the time server will deliver the image to the community through the demand machine. A unique feature identifier will appear at the designated location of the community screen. During this time, the time screen needs to be recorded for subsequent use in the community operation information optimization module.
[0073] There are currently two ways to record community processes:
[0074] 1) Use digital equipment to manually shoot community images with characteristic signs.
[0075] 2) Automatically capture community images by installing automatic filming equipment on monitoring poles.
[0076] 5. Image upload: 1) Manually upload the photos taken to the designated community operation information optimization module. 2) Install an automatic camera on the monitoring pole, which can automatically upload the photos taken to the designated community operation information optimization module.
[0077] 6. Information analysis: After collecting the uploaded pictures with feature identifiers, the community operation information optimization module calls the feature identifier recognition program to read the information contained in the feature identifiers and save the information in the community information database.
[0078] The community public goods usage and coordination information transmitted by the community information transmission module to the community operation information optimization module already exists in the community information database; the community information transmission module compares the information in the identified feature identifier with the local community public goods usage and coordination information.
[0079] Finally, the community operation information optimization module will automatically generate a test report based on the test results. The test report will add the pictures used in generating the monitoring and management report as report attachments; community merchants or community operators can directly understand the time situation of the community through the report.
[0080] like Figures 4 to 6 As shown, a community intelligent management method based on cloud computing includes:
[0081] Step 401: Manage community public goods service and operation information and community public goods use and coordination information, and transmit the community public goods service and operation information and the community public goods use and coordination information to the community information comprehensive management module; the community public goods service and operation information includes the community service type; the community public goods use and coordination information includes the community public goods usage, coordination time and coordination amount, community public goods distribution adjustment and all parameter information in the community public goods distribution adjustment.
[0082] After step 401, it also includes: obtaining the community public goods consumption of terminal users and analyzing the community public goods demand; the community public goods consumption and analysis of the community public goods demand include the community public goods consumption pattern, community public goods consumption time and community public goods consumption amount; generating a characteristic identifier based on the community public goods consumption and analysis of the community public goods demand; embedding the characteristic identifier into the community public goods service and operation information, and reorganizing the community public goods service and operation information to determine the community public goods service and operation information with the characteristic identifier.
[0083] Step 402: Issue a control command to the cloud information storage and call module; the control command includes reorganizing the community public goods service and operation information and controlling the community public goods information according to the community public goods use and coordination information; the reorganized community public goods service and operation information carries a characteristic identifier; the characteristic identifier includes the community name, the community public goods information time list identifier, the service location name, the distance of the service line, the time server serial number, and the coordination time and coordination amount.
[0084] Step 403: Execute control operations according to the control command and classify and store community public goods information.
[0085] Step 404: Collect the thermal data of the community in different time periods according to the cloud information storage and calling module time, and transmit the thermal data of the community in different time periods to the community operation information optimization module; the community operation information optimization module is used to perform rationality optimization based on the thermal data of the community in different time periods and the community public goods usage and coordination information, and generate an optimization report, and monitor and manage the community public goods information according to the optimization report.
[0086] After step 404, the method further includes: obtaining the feature identifier in the optimization report; and monitoring and managing community public goods information according to the feature identifier.
[0087] Traditional community monitoring and management systems rely on three steps: manual image collection, manual image upload, and visual community identification. This process is not only inefficient but can also lead to situations where the naked eye cannot identify the community, significantly reducing the performance of the community coordination system.
[0088] After the community monitoring and management system and method provided by the present invention add a characteristic identifier to the community, the community screen that appears at the service location over time will include the characteristic identifier; as long as a photo of the community at any time in time is taken, the photo will include the characteristic identifier information; after collecting the photo, the community information transmission module can quickly analyze the community name, service location, event, and all other information related to the community time corresponding to the photo by parsing the characteristic identifier. Therefore, whether it is community monitoring and management efficiency or community monitoring and management accuracy, this method is far superior to the existing community time monitoring and management system.
[0089] The various embodiments in this specification are described in a progressive manner, with each embodiment focusing on the differences from other embodiments. Reference can be made to the common and similar parts between the various embodiments. For the systems disclosed in the embodiments, since they correspond to the methods disclosed in the embodiments, the description is relatively simple, and the relevant parts can be referred to the method description.
[0090] This document uses specific examples to illustrate the principles and implementation methods of the present invention. The above examples are only intended to help understand the method and core concept of the present invention. At the same time, those skilled in the art will find that the specific implementation methods and application scopes may vary based on the concept of the present invention. In summary, the contents of this specification should not be construed as limiting the present invention.
Claims
1. A community intelligent management system based on cloud computing, characterized in that: The system includes: The community information transmission module is used to manage community public goods service and operation information and community public goods use and coordination information, and transmit the community public goods service and operation information and the community public goods use and coordination information to the community information comprehensive management module; The community public goods service and operation information includes the community service types; the community public goods usage and coordination information includes the community public goods usage, coordination time and coordination amount, community public goods distribution adjustment and all parameter information in the community public goods distribution adjustment; The community information integrated management module is used to issue control commands to the cloud information storage and call module; the control commands include reorganizing the community public goods service and operation information and controlling the community public goods information based on the community public goods use and coordination information; the reorganized community public goods service and operation information is marked with a characteristic identifier; The characteristic identifier includes the community name, community public goods information time list identifier, service location name, service line distance, time server serial number, coordination time and coordination amount; The cloud information storage and calling module is used to execute control operations according to the control commands and classify and store community public goods information; The classification stores community public goods information, and the expression is: Among them, A n represents the collection of community public goods information, η represents the coefficient matrix of public goods classification, T represents the total amount of public goods, x represents a single item, H represents the classification time of public goods, U x Indicates the completeness of public goods, P x represents the damage function of public goods; The community operation information sensing and collection module is used to collect real-time dynamic data of the community during operation using sensors, generate thermal data of the community at different time periods, and transmit the thermal data of the community at different time periods to the community operation information optimization module; The community operation information optimization module is used to perform rational optimization based on the thermal data of the community in different time periods and the use and coordination information of the community public goods, and generate an optimization report at the same time, and monitor and manage the community public goods information based on the optimization report.
2. A community intelligent management system based on cloud computing according to claim 1, characterized in that: The system also includes: Community public goods demand analysis and planning module, used to obtain end-users' community public goods consumption and analyze community public goods demand; The consumption of community public goods and analysis of community public goods demand include community public goods consumption patterns, community public goods consumption time and community public goods consumption amount; The feature identifier generating module is used to generate a feature identifier based on the consumption of the community public goods and the analysis of the demand for the community public goods.
3. A community intelligent management system based on cloud computing according to claim 2, characterized in that: Also includes: The feature identification module is used to embed the feature identification into the community public goods service and operation information, reorganize the community public goods service and operation information to determine the community public goods service and operation information with the feature identification.
4. A community intelligent management system based on cloud computing according to claim 3, characterized in that: The community operation information optimization module specifically includes: The feature identifier acquisition module is used to obtain the feature identifier in the optimization report.
5. A community intelligent management system based on cloud computing according to claim 3, characterized in that: The community operation information optimization module specifically includes a real-time monitoring and management module, which is used to monitor and manage community public goods information according to the feature identifier.
6. A community intelligent management method based on cloud computing, characterized in that: The method includes: Managing community public goods service and operation information and community public goods use and coordination information, and transmitting the community public goods service and operation information and the community public goods use and coordination information to the community information comprehensive management module; the community public goods service and operation information includes the community service type; the community public goods use and coordination information includes the community public goods usage, coordination time and coordination amount, community public goods distribution adjustment, and all parameter information in the community public goods distribution adjustment; issuing a control command to the cloud information storage and call module; the control command includes reorganizing the community public goods service and operation information and controlling the community public goods information according to the community public goods usage and coordination information; the reorganized community public goods service and operation information is accompanied by a characteristic identifier; the characteristic identifier includes the community name, the community public goods information time list identifier, the service location name, the distance of the service line, the time server serial number, and the coordination time and coordination amount; Execute control operations according to the control commands and classify and store community public goods information; Collecting the thermal data of the community in different time periods during the cloud information storage and calling module time, and transmitting the thermal data of the community in different time periods to the community operation information optimization module; The community operation information optimization module is used to perform rational optimization based on the thermal data of the community in different time periods and the community public goods usage and coordination information, and generate an optimization report, and monitor and manage the community public goods information based on the optimization report.
7. A community intelligent management method based on cloud computing according to claim 6, characterized in that: After transmitting the community public goods service and operation information and the community public goods use and coordination information to the community information comprehensive management module, the method further includes: Obtaining the end user's consumption of community public goods and analyzing the demand for community public goods; the consumption of community public goods and analyzing the demand for community public goods include the consumption pattern of community public goods, the consumption time of community public goods and the consumption amount of community public goods.
8. The community intelligent management method based on cloud computing according to claim 6, characterized in that: A characteristic identifier is generated based on the consumption of the community public goods and the analysis of the demand for the community public goods.
9. The community intelligent management method based on cloud computing according to claim 6, characterized in that: After generating a characteristic identifier based on the consumption of the community public goods and analyzing the demand for the community public goods, the method further includes: The characteristic identifier is embedded into the community public goods service and operation information, and the community public goods service and operation information is reorganized to determine the community public goods service and operation information with the characteristic identifier.
10. The community intelligent management method based on cloud computing according to claim 7, characterized in that: The monitoring and management of community public goods information according to the optimization report specifically includes: Obtaining the feature identifier in the optimization report; The community public goods information is monitored and managed according to the characteristic identification.