Community management method and system based on GIS platform, and storage medium

Abstract

The invention discloses a community management method and system based on a GIS platform and a storage medium, and the method comprises the steps: obtaining first geographic position sign information which is scattered on the Internet through a collector, and carrying out the collection and analysis processing of second geographic position sign information through a map software API, thereby avoiding the problem of data island, and improving the safety of a community management system. The collection and the integration of scattered distribution data are realized; according to the method, the content and representation form of each thematic map layer are specified, the geographic charting expression of each data set is defined, and the data thematic sets are hooked with human surface basic information, so that the consistency and relevance of data are ensured; the geographic position of the map is marked by using a GIS platform, and the population data, the first data and the map information in the automatic hitching database are associated to generate a comprehensive data set; the creation of the comprehensive data set ensures the consistency and accuracy of the data, and provides efficient data management and service for the management and decision-making of the smart community.

Description

Technical Field

[0001] This invention relates to the field of smart community technology, and in particular to a community management method, system and storage medium based on a GIS platform. Background Technology

[0002] A smart community is a community model that utilizes information and communication technologies to achieve intelligent and convenient community management and services. By integrating various sensors, network communication, and data processing technologies, a smart community can achieve intelligent monitoring, management, and services for community facilities, resources, and residents' activities.

[0003] Currently, various technological solutions for smart communities have emerged, covering the following aspects:

[0004] 1. Sensor Networks: Smart communities utilize various sensor networks to monitor environmental data and facility status within the community in real time, such as air quality, temperature, humidity, noise levels, and energy consumption. These sensors transmit data to a central system via wireless communication for real-time monitoring and analysis.

[0005] 2. Cloud computing and big data analytics: Smart communities store, manage, and analyze the large amounts of data collected through cloud computing platforms; by applying big data analytics technology, valuable information and patterns can be extracted from massive amounts of data, providing decision support for community management and services;

[0006] 3. Internet of Things (IoT) technology: Smart communities utilize IoT technology to achieve interconnection and interoperability of devices, enabling data interaction and collaborative work between devices; through networking between devices, remote control and management of smart devices can be achieved, improving the operational efficiency and service quality of community facilities;

[0007] 4. Mobile Applications and Smart Terminals: Smart communities provide a resident service platform based on mobile applications. Residents can access community information and services, such as community announcements, facility repair requests, and community activities, through smartphones and other smart terminal devices. Mobile applications can also enable instant communication and feedback between residents and community management departments.

[0008] 5. Intelligent Security System: The smart community adopts advanced security systems, including video surveillance, intrusion alarms, and access control, to monitor and manage community security; these systems can provide efficient security through intelligent identification technology and facial recognition technology.

[0009] While existing smart community technologies have achieved some success in providing community management and resident services, several shortcomings remain. One significant issue is data integration: because smart communities involve multiple systems, data sources, and data types, data integration presents a challenging task. In existing technologies, due to differences in data sources and formats, data integration often faces the following problems:

[0010] Data silos: Different systems and devices use different data formats and standards, resulting in data silos during the integration process, making it difficult to conduct effective data exchange and sharing;

[0011] Data consistency: Due to differences in data sources, inconsistencies and conflicts exist between data, requiring data cleaning and matching, which increases the complexity and cost of data integration.

[0012] In conclusion, there is still room for improvement and development in existing technologies regarding data integration. Summary of the Invention

[0013] In view of the shortcomings of the prior art, the purpose of this invention is to provide a community management method, system and storage medium based on a GIS platform, which aims to improve the serious problems of data silos and data inconsistency in the data integration process of existing smart communities.

[0014] The technical solution of the present invention is as follows:

[0015] A community management method based on a GIS platform, comprising:

[0016] The first geographic location marker information, which is scattered across the Internet, is captured using a data collector. At the same time, the location search function, forward / reverse geocoding function, and route planning function in the map software API are used to collect the second geographic location marker information. After analysis and processing, the first data is obtained.

[0017] Based on the various data topics to be used, specify the content and presentation of each topic layer, define the geographic cartographic representation of each dataset, and form a data topic set; and link the relevant data topic sets with basic human surface information through a data model;

[0018] The GIS platform is used to mark the geographic locations on the map, and the population data in the database, the first data, and the map information are automatically linked to generate a comprehensive data set.

[0019] The advantages of the above solution are as follows: This invention utilizes a data collector to capture scattered first geographic location marker information from the Internet, and uses the location search function, forward / reverse geocoding function, and route planning function in map software APIs to collect second geographic location marker information; after analysis and processing, the first data obtained by this invention includes geographic location marker information collected from different sources; in this way, this invention achieves the collection and integration of scattered data, avoiding the occurrence of data silos; moreover, in this invention, for various data topics to be used, by specifying the content and representation of each topic layer and defining the geographic cartographic representation of each dataset, data consistency is achieved; through a data model, this invention integrates relevant data topic sets with human-based surface data. By linking basic information, the invention ensures the correlation and consistency between data. Furthermore, it utilizes a GIS platform to annotate maps with geographical locations and automatically links population data and primary data from the database with map information to generate a comprehensive data set. Through the creation of this comprehensive data set, the invention ensures data consistency and accuracy. Therefore, the GIS-based community management method provided by this invention solves the data silos and data consistency problems mentioned in the background art by collecting and integrating scattered geographical location marker information and utilizing data models and the functions of the GIS platform. Through this invention, data from different data sources and data types are integrated and linked, providing efficient data management and services, making the management and decision-making of smart communities more accurate and reliable.

[0020] Furthermore, compared to existing community management methods, this invention also has the following technical advantages:

[0021] 1. Spatial Information Integration and Visualization: By using the map annotation function of the GIS platform, community-related geographical location information, population data, and other thematic data are linked to the map, realizing the integration and visualization of spatial information. This allows community managers to intuitively understand the community's spatial layout, population distribution, and other conditions, facilitating planning and decision-making.

[0022] 2. Data Linking and Association: Connecting information from different data sources enables correlation analysis between different data; for example, linking population data with geographical location information allows for the display of information on each building, each household head, and family members on a map, providing a more comprehensive view of community management.

[0023] 3. Data integration and sharing: Through the design of data models and the definition of data topics, the integration and sharing of different data sets are realized; community managers can obtain specific data topics as needed and display, query and analyze them on the GIS platform, thereby improving the utilization value and management efficiency of data.

[0024] 4. Data updates and real-time performance: Through the data collector and map software API, real-time collection of primary and secondary geographic location information can be achieved, which enables the community management data to have a high update frequency and maintain the accuracy and real-time performance of the data.

[0025] In summary, the GIS-based community management method provided by this invention can effectively integrate and utilize spatial information and geographic data, providing an intuitive and comprehensive view of community management, improving the efficiency and accuracy of community management, and promoting the sustainable development of communities.

[0026] In a further preferred embodiment, after the step of using a GIS platform to mark the geographical location of the map and automatically linking the population data in the database, the first data, and the map information to generate a comprehensive data set, the method further includes: using the map marking function of the GIS platform to mark the geographical location and boundaries of the community on the map, and using the spatial analysis function of the GIS platform to perform buffer analysis and hotspot analysis on the comprehensive data set, and displaying the analysis results on the map.

[0027] The advantages of the above solution are as follows: Utilizing the map annotation function of a GIS platform, the geographical location and boundaries of the community are marked on the map. This allows community managers to intuitively understand the spatial layout and scope of the community, facilitating planning and decision-making. The reason for using the spatial analysis function of the GIS platform to perform buffer and hotspot analysis on the comprehensive dataset is that buffer analysis can determine the data distribution within a specific geographical area, such as the distribution of facilities within a certain range around the community; hotspot analysis can identify clusters and outliers in the data, helping community managers discover hotspot areas and problems within the community. Furthermore, displaying the results of buffer and hotspot analysis on a map, and presenting them to community managers in a visual manner, allows them to intuitively understand specific areas, hotspots, and trends within the community, aiding in the formulation of corresponding management strategies and decisions. In other words, this invention, through map annotation and spatial analysis, can provide a more comprehensive understanding of the community's geographical characteristics, data distribution, and problem areas, thereby supporting more accurate and scientific community management decisions.

[0028] In a further preferred embodiment, after the steps of using a GIS platform to mark the geographic location on the map and automatically linking the population data in the database, the first data, and the map information to generate a comprehensive data set, the method further includes: receiving query conditions and spatial query instructions selected or input by the user, performing spatial queries in the comprehensive data set, locating the query results on the map, and displaying the location results on the map in a visual manner.

[0029] The effectiveness of the above solution lies in making the query results more intuitive and easier to understand by visually displaying the location results on a map. Community administrators can clearly see the distribution of query results on the community map, helping them to better understand and analyze the data, thereby supporting better decision-making and planning.

[0030] For example, community administrators might want to query residential areas within their community that are within 500 meters of a school and display the results on a map. Using this GIS-based community management method, administrators can select query criteria and spatial query commands on the system interface, such as selecting a school as the query target and setting the query radius to 500 meters. The system then performs a spatial query within the comprehensive dataset according to the commands, identifying residential areas that meet the criteria. Finally, the system processes the location data based on the query results, accurately marking the found residential areas on the map to indicate their precise geographical location.

[0031] On the map, community managers can see residential areas in the query results and their spatial relationship with schools. To easily distinguish different residential areas, the query results can be represented by different colors or symbols. This allows community managers to quickly understand the distribution of residences around schools, further analyzing and understanding the spatial pattern within the community. This accurate spatial positioning and visualization helps community managers develop more targeted strategies and management methods, improving management efficiency and decision-making accuracy.

[0032] In a further optimized scheme, the community management method based on the GIS platform also includes the following steps: the GIS platform receives user operation instructions and displays the community profile, leadership members, and development status through the jurisdiction overview module.

[0033] The effectiveness of the above solution lies in providing higher-level managers with more detailed community information through the jurisdiction overview module. For example, suppose a higher-level manager wants to view the overview and leadership information of a specific community. They can select the relevant community on the GIS platform using commands and access the jurisdiction overview module. In this module, the system will provide a brief introduction to the community, including its history, demographic data, and infrastructure. Furthermore, the system will display a list of the community's leadership members, including their names, positions, and contact information. Through these displays, higher-level managers can gain a comprehensive understanding of the community's background and basic situation, while also obtaining information on key personnel related to the community.

[0034] Meanwhile, higher-level managers can access and update the information in real time through the jurisdiction overview module on the GIS platform, enabling better decision-making, planning, and community management. They can view the latest data and information at any time to understand the community's development trends and changes. This allows higher-level managers to make decisions and formulate corresponding management strategies based on accurate data and detailed overview information. Through the jurisdiction overview function provided by the GIS platform, higher-level managers can gain a more comprehensive and efficient understanding of the community's situation, providing stronger support for community development and management.

[0035] In a further preferred embodiment, the community management method based on a GIS platform also includes the following steps:

[0036] The raw population data obtained by various government departments are classified into the following categories: registered population, permanent residents, floating population, people receiving assistance, people in need of attention, people in need of resources, and volunteer teams for public safety.

[0037] Detailed information is managed for each population category, including residential community, specific address, head of household information, identity information, family members, social security participation status, family planning information, and special groups;

[0038] The original population data is associated with the map using the ArcMAP tool of the GIS platform, and the original population data is attached to the map to realize the rendering display of population distribution.

[0039] The advantages of the above solution are as follows: Through the above preferred solution, the present invention adds the following technical effects:

[0040] Data classification and management: By classifying the raw population data obtained by various government departments into categories such as registered population, permanent residents, migrant population, people receiving assistance, people in need of attention, people with resources, and community volunteer teams, the community's population data can be better organized and managed. This classification enables community managers to quickly understand the characteristics and needs of different groups and provides targeted support for decision-making and planning.

[0041] Detailed Information Management: Detailed information management for each population category, including residential community, specific address, head of household information, identity information, family members, social security participation status, family planning information, and special groups, can establish a comprehensive and accurate population database. Through this management method, community managers can quickly query and obtain detailed information about individuals, such as their residential location and family members, to better understand the situation and needs of community residents.

[0042] Data association and rendering: Using ArcMAP tools on the GIS platform, the raw population data is associated with the map, and the population data is attached to the map and rendered for display, which can intuitively show the population distribution. Through the visualization on the map, community managers can clearly understand the spatial distribution and density of different population categories in the community, which helps them analyze the community's population structure, population flow, etc., and provides decision support for community planning, resource allocation and services.

[0043] For example, community managers can use this method to query the distribution of the permanent residents in a certain area and mark it on a map with different symbols or colors to show densely populated areas and sparsely populated areas. In this way, community managers can better understand the spatial distribution characteristics of the population and thus formulate corresponding community planning and development strategies based on the actual situation.

[0044] In a further preferred embodiment, the community management method based on a GIS platform also includes the following steps:

[0045] The original information on actual entities obtained by various government departments is classified according to industry category and entity nature. The original information on actual entities includes: entity name, address, industry type, employee information and ID photos;

[0046] By utilizing a GIS platform, we can link real-world unit data with maps and attach unit information to the maps, enabling the display, location, query, and statistical analysis of map data.

[0047] The above solution has the following advantages: By utilizing the functions of a GIS platform to combine real-world unit information with geospatial data, the community management method provided by this invention also has the following technical effects:

[0048] Map data display and positioning: By attaching the information of actual units to the map, community managers can intuitively view the location and distribution of units for location navigation and spatial analysis; they can also use the positioning function on the GIS platform to accurately locate the specific location of a unit.

[0049] Query and statistical analysis: Using the query and statistical analysis functions provided by the GIS platform, community management personnel can perform real-time queries and statistical analysis of information on existing units; they can perform advanced queries based on specific conditions and needs, such as filtering and statistical analysis by industry type, unit nature, and number of employees, to help them better understand the structure and characteristics of the units;

[0050] In other words, community administrators can use this method to query the distribution of specific industry types of businesses within the community and mark them on a map with symbols or colors. They can also use the query function to find detailed information about a specific business, such as a list of employees and their identification photos. Through statistical analysis functions, they can perform quantity statistics and personnel size analysis of businesses, providing a reference for community economic development and resource allocation.

[0051] In summary, the GIS-based community management method combines information on existing entities with map data, providing an intuitive geospatial display and flexible query and statistical analysis functions. This helps community managers better understand and manage existing entities, providing support for community development and services.

[0052] In a further preferred embodiment, the community management method based on a GIS platform also includes the following steps:

[0053] Construct and deploy a public security prevention and control system, and comprehensively manage information on key public security prevention and control components, key locations, social monitoring points, key populations, and special populations;

[0054] By utilizing the two-dimensional and three-dimensional map functions of the GIS platform, the correlation between housing information and personnel information can be displayed on the map, thereby realizing social management functions related to key populations;

[0055] The security and prevention system is integrated with a GIS map to display information related to security and prevention, including the location of security incidents, warning areas, and the distribution of key components.

[0056] The advantages of the above solution are as follows: Through the setting of the above preferred solution, the present invention achieves the following technical effects:

[0057] Comprehensive management of key components and locations: The security and prevention system can include monitoring and management of important facilities, critical infrastructure, or public places (such as airports, train stations, hospitals, schools, etc.); by combining with a GIS map platform, managers can accurately mark the location of these key components on the map and obtain information such as their real-time status and security situation;

[0058] Monitoring key and special populations: The public security prevention and control system can comprehensively manage information on key and special populations, such as criminal suspects, repeat offenders, missing persons, and mental patients; by combining with a GIS map platform, key information such as the residences and activity areas of these individuals can be marked on the map, facilitating monitoring and management by the police and relevant departments;

[0059] Displaying the distribution of warning areas and key components: By integrating with a GIS map platform, the security and prevention system can display the distribution of warning areas and key components on a map. For example, areas with high crime rates or areas prone to security problems can be marked on the map to help decision-makers develop corresponding security measures and resource allocation plans.

[0060] A system for implementing a GIS platform-based community management method includes a memory and a processor. The memory stores a GIS platform-based community management program, and the processor runs the GIS platform-based community management program to implement the GIS platform-based community management method as described above. Since the system includes all the technical features of the GIS platform-based community management method, it also has all the technical effects of the GIS platform-based community management method described above, which will not be elaborated here.

[0061] A storage medium storing a computer program, which, when executed by a processor, implements the steps of the GIS-based community management method described above. The storage medium includes all the technical features of the GIS-based community management method described above, and therefore also possesses all the technical effects of the GIS-based community management method described above, which will not be elaborated further here.

[0062] Compared with existing technologies, the community management method based on a GIS platform provided by this invention includes the following steps: using a data collector to capture scattered first geographic location marker information on the Internet, and simultaneously using the location search function, forward / reverse geocoding function, and route planning function in the map software API to collect second geographic location marker information; after analysis and processing, first data is obtained; according to the various data themes to be used, the content and representation of each thematic layer are specified, and the geographic cartographic representation of each dataset is defined to form a data thematic set; the relevant data thematic set is linked with the basic information of human land surface through a data model; the GIS platform is used to mark the geographic location on the map, and the population data in the automatically linked database, the first data, and the map information are associated to generate a comprehensive data set. This invention uses a data collector to capture scattered primary geographic location markers from the internet and utilizes map software APIs to collect and analyze secondary geographic location markers. This approach avoids data silos and achieves the collection and integration of scattered data. Furthermore, by specifying the content and presentation of data topics, this invention defines geographic cartographic representations and links the data topic set with basic human and surface information, ensuring data consistency and correlation. In addition, it uses a GIS platform to annotate the map with geographic locations and links population data, primary data, and map information to generate a comprehensive dataset. Through this method, this invention ensures data consistency and accuracy, providing efficient data management and services for smart community management and decision-making. Attached Figure Description

[0063] Figure 1 This is a flowchart of a community management method based on a GIS platform provided in a preferred embodiment of the present invention. Detailed Implementation

[0064] This invention provides a community management method, system, and storage medium based on a GIS platform. To make the objectives, technical solutions, and effects of this invention clearer and more explicit, the invention will be further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.

[0065] This invention provides a community management method based on a GIS platform, such as... Figure 1 As shown, it includes:

[0066] S100. Use a data collector to capture the first geographical location marker information that is scattered across the Internet. At the same time, use the location search function, forward / reverse geocoding function and route planning function in the map software API to collect the second geographical location marker information. After analysis and processing, the first data is obtained.

[0067] In a preferred embodiment of the present invention, S100 is a key step in a community management method based on a GIS platform, aimed at obtaining first geographic location marker information and second geographic location marker information. The first geographic location marker information and second geographic location marker information are explained in detail below:

[0068] Firstly, geographic location information: This includes detailed information such as villages, streets, communities, residential areas, buildings, and houses. By collecting and processing this information, specific geographic location information can be obtained; for example, the name, address, and boundary range of each community, as well as the location and attribute information of each building, can be obtained. For example, using data provided by government departments, the name of a community can be obtained as "Community A," its address as a certain street and number, its boundary range as latitude and longitude coordinates A, B, C, and D, and the location and related attribute information of each building within that community.

[0069] Secondary geographic location information: This information is collected using map software APIs. By utilizing the location search function, forward / reverse geocoding function, and other related functions within the map software API, more detailed geographic location information can be obtained. For example, the latitude and longitude coordinates, address description, and surrounding POIs (Points of Interest) of a specific location can be obtained. For instance, by using the Baidu Maps API to search for "Community A" in the primary geographic location information, the specific latitude and longitude coordinates, address description, and surrounding POI information, such as shopping malls, schools, and parks, can be obtained.

[0070] By implementing S100, primary and secondary geographic location information can be integrated and acquired, providing rich geographic location data for community management methods. This data can be used for decision-making and analysis in areas such as community planning, facility management, and resource allocation, further improving the effectiveness and accuracy of community management.

[0071] S200. Based on the various data topics to be used, specify the content and presentation of each topic layer, define the geographic cartographic representation of each dataset, and form a data topic set; and link the relevant data topic sets with the basic information of human land surface through the data model.

[0072] S200 is another important step in the GIS-based community management approach, mainly involving the definition of data topics and the establishment of data models; this step is described in detail below:

[0073] Data Topic Definition: Based on specific needs and usage scenarios, the content and presentation format of each topic layer are specified for various data topics. By classifying, organizing, and summarizing data, related data are organized and managed according to topics to form a data topic collection. Each data topic can involve different themes, such as population distribution, infrastructure resources, environmental monitoring, etc. For example: Suppose we need to create a population distribution data topic, which may include data such as population size, age distribution, and gender ratio. Based on this data, the content of the topic layers can be defined, such as a point layer representing population size, and an polygon layer representing the population distribution of different age groups, etc.

[0074] Data Model Establishment: To achieve data linking and association, a data model needs to be established to connect relevant data thematic sets with basic human and land surface information (which will be explained in detail below). The data model can define the relationships and attributes between data, enabling data from different themes to interact and be integrated. For example, when establishing a population distribution data model, population data can be linked with geographic location information. Through geographic location information, population data can be associated with specific regions or locations, enabling spatial analysis and visualization of population distribution.

[0075] By implementing the S200 steps, various data topics can be defined and integrated, data models can be established, and the relationships and connections between data can be realized. This can improve the visualization and analysis capabilities of data, provide comprehensive data support for community management, and help decision-makers better understand and manage all aspects of the community.

[0076] Human-based surface basic information refers to the basic data set related to population and geographical location. It includes various information closely related to community management, such as geographical location information, population statistics, infrastructure distribution, and administrative divisions. This information is very important for community management and planning and can provide a basis for decision support and problem solving.

[0077] Specifically, basic human surface information can include the following:

[0078] Geographic location information includes the coordinates, boundaries, and administrative divisions of streets, communities, residential areas, and buildings. This information helps to accurately locate and distinguish different areas, providing a spatial basis for community management.

[0079] Demographic data includes information such as population size, age structure, gender ratio, and occupational distribution. This information is crucial for understanding the demographic characteristics and needs of a community and can help decision-makers optimize population planning and social services.

[0080] Infrastructure distribution includes information on public facilities, transportation networks, medical resources, and educational institutions. This information can show the distribution of various types of infrastructure within the community, helping community managers understand the supply and demand of facilities and optimize resource allocation.

[0081] It is important to note that administrative division does not refer to the division of administrative regions, but rather to the process of dividing a geographical area according to administrative needs, forming administrative units of different levels and scopes. In community management, administrative division is a crucial foundational task. It helps define the community's jurisdiction, determine administrative responsibilities and resource allocation, and provides a reference for community management and services. By understanding administrative divisions, community managers can better understand and grasp the community's organizational structure, hierarchical relationships, and relevant administrative regulations and policies. Therefore, when integrating basic human and land surface information, administrative division information is an important data component. It helps community managers better understand the community's administrative management framework and connect and correlate it with other data sets, thereby achieving more comprehensive and integrated community management and planning.

[0082] By integrating and linking basic surface information and thematic data sets, it is possible to achieve correlation and comprehensive analysis between different data, providing more comprehensive and accurate data support for community management. This helps decision-makers formulate more scientific and effective management strategies and improve the overall operation and development level of the community.

[0083] S300. Use a GIS platform to mark the geographic location on the map, and automatically link the population data in the database, the first data, and the map information to generate a comprehensive data set.

[0084] In step S300, using a GIS platform to mark the geographic location of the map is a key task; this means associating specific locations on the map with corresponding geographic coordinates in order to accurately represent and locate geographic features such as houses, streets, and communities.

[0085] Specifically, in this step, community managers or service providers will use GIS software tools to mark and label relevant geographic features on a map by selecting specific locations or manually entering coordinate information. These geographic features may include important facilities, public service facilities, key areas, etc. within the community. For example, locations such as hospitals, schools, parks, and shopping malls can be marked on the map for reference and analysis in subsequent community management and planning processes.

[0086] Meanwhile, step S300 also involves associating population data, primary data, and map information in the database; this means matching and connecting information from different data sources to establish a comprehensive dataset; community managers can use the data association function of the GIS platform to associate population data, primary data, and geographical location markers on the map, thereby realizing spatial analysis and visualization of population data and geographical location; for example, heat maps, statistical charts, or other symbolic representations can be drawn on the map based on population data to reveal information such as population distribution, density, and characteristics;

[0087] By implementing the S300 steps, community managers can obtain a comprehensive dataset, including geographic location tags, population data, and correlation information of primary data. This provides community management with geospatial data support and analytical capabilities, helping to better understand the population situation, geographic element distribution, and their interrelationships within the community, thereby guiding decisions on community planning, resource allocation, and service improvement.

[0088] It is easy to see that the community management method based on the GIS platform provided by this invention fully utilizes the advantages of data collectors and map software APIs, solving the problems of data loss and errors that are prone to occur in traditional data processing methods; by customizing the output data format of the data collector and returning a unified data format through the map software API, the accuracy and consistency of the data are improved; it can effectively integrate and utilize spatial information and geographic data, providing an intuitive and comprehensive view of community management, improving the efficiency and accuracy of community management, and promoting the sustainable development of the community.

[0089] In a further preferred embodiment of the present invention, after S300, the method further includes: receiving query conditions and spatial query instructions selected or input by the user, performing spatial query in the comprehensive data set, locating the query results on the map, and displaying the location results on the map in a visual manner.

[0090] This step can be described in detail from the following aspects:

[0091] Receive user-selected or input query conditions and spatial query commands: The GIS platform receives query conditions provided by users, such as specific area ranges, keywords, attribute conditions, etc., as well as spatial query commands, such as point, line, and polygon queries, etc.; these query conditions and commands will be used to perform query operations in the comprehensive dataset.

[0092] Spatial Query: Based on the received query conditions and instructions, the GIS platform performs spatial query operations on the comprehensive dataset. Spatial query is a data retrieval method based on geographic location relationships. It can filter data that meets the conditions by specifying spatial range or spatial relationship. In this step, the GIS platform will perform spatial queries in the comprehensive dataset according to the query conditions provided by the user to obtain the dataset that meets the conditions.

[0093] Locating query results on a map: After obtaining the query results, the GIS platform will locate the corresponding positions of these results on the map; by spatially matching the query results with geographic features on the map, the query results can be accurately displayed at the corresponding positions on the map; in this way, users can intuitively see the distribution and location of the query results in geographic space.

[0094] Visualizing query results: Finally, the query results are displayed on a map in a visual manner; through symbolization, coloring, marking and other techniques, the query results are displayed on the map in an intuitive graphical or chart form, enabling users to clearly understand and analyze the query results; this visualization method can provide a more intuitive and easy-to-understand information display, helping users better understand the data and make decisions;

[0095] By following the steps above, users can perform spatial queries in the comprehensive dataset according to their needs and search criteria, and obtain the corresponding location and visualization results on the map. In this way, community managers can more easily obtain and analyze geospatial data, thereby supporting community management and decision-making.

[0096] Preferably, the community management method based on the GIS platform further includes the step of: the GIS platform receiving user operation instructions and displaying the community profile, leadership members, and development status through the jurisdiction overview module.

[0097] Specifically, the GIS platform receives user operation instructions: In this step, the GIS platform receives instructions input by the user through the interface; these instructions may be user requests for community management functions, such as querying community overview, obtaining information on leading members, or understanding the community's development.

[0098] The jurisdiction overview module displays a brief introduction to the community: The GIS platform presents a brief introduction to the community to users through the jurisdiction overview module; in this module, the GIS platform integrates the community's basic information, including the community's location, area, population, administrative division, etc.; users can use this module to understand the community's general appearance and basic situation;

[0099] Displaying leadership information: The GIS platform displays information about the community's leadership members based on user requests. This information may include the names, positions, and contact information of the community's main leaders. By displaying leadership information, users can understand the community's management team and relevant personnel, facilitating communication and contact with them.

[0100] Showcasing Community Development: The GIS platform can also showcase the community's development through relevant modules. This information may include the community's history, key projects, planning layout, and public facility construction. By showcasing the community's development, users can understand the community's dynamics and future plans, which helps them to better participate in community building and development.

[0101] Through the execution of the above steps, the GIS platform can receive user operation instructions and display the community's profile, leadership information, and development status through the jurisdiction overview module. Users can easily obtain relevant information on community management, understand the community's basic situation and management system, and provide reference for community participation and decision-making.

[0102] In a further preferred embodiment of the present invention, the community management method based on a GIS platform further includes the following steps:

[0103] The raw population data obtained by various government departments are classified into the following categories: registered population, permanent residents, floating population, people receiving assistance, people in need of attention, people in need of resources, and volunteer teams for public safety.

[0104] Detailed information is managed for each population category, including residential community, specific address, head of household information, identity information, family members, social security participation status, family planning information, and special groups;

[0105] The original population data is associated with the map using the ArcMAP tool of the GIS platform, and the original population data is attached to the map to realize the rendering display of population distribution.

[0106] Specifically, the raw population data obtained by various government departments are classified: these data may include different categories of population information such as registered population, permanent residents, migrant population, people receiving assistance, people in need of attention, people with resources, and volunteer teams for public safety.

[0107] Detailed information management for each population category: This detailed information includes residential community, specific address, head of household information, identity information, family members, social security participation status, family planning information, and relevant data on special groups; by managing the detailed information for each population category, a complete population file can be established, which facilitates querying and statistical analysis by community management personnel;

[0108] Using ArcMAP tools on the GIS platform to associate raw population data with maps: Using ArcMAP tools on the GIS platform, the classified raw population data is associated with maps; through matching and mapping of geographic location information, each population data point is matched with its corresponding geographic location;

[0109] By attaching raw population data to a map, the distribution of population can be rendered and displayed: through the functions of the GIS platform, the distribution of population data can be presented in the form of symbols, colors, layers, etc., so that users can intuitively understand the distribution and density of various types of population in the community.

[0110] Through the execution of the above steps, the GIS-based community management method can classify and manage detailed information on the raw population data obtained by various government departments. At the same time, by linking and rendering the data with maps, the population distribution can be displayed intuitively. This helps community managers to conduct population statistics, planning, and resource allocation, providing a basis for decision-making to better meet the needs of community residents and improve the efficiency of community management.

[0111] Preferably, the community management method based on the GIS platform further includes the following steps:

[0112] Establish a complete housing information database, including basic information on existing houses, ownership information, information on house owners, and information on current house users;

[0113] By utilizing a GIS platform, comprehensive management of housing information can be achieved, linking basic housing information, ownership information, owner information, and current user information to establish data models and relationships;

[0114] Based on GIS platform, two-dimensional maps and virtual three-dimensional maps enable the function of finding people by house.

[0115] A physical entity refers to any organization, institution, enterprise, or other entity that actually exists and operates, provides services, or engages in other activities within a specific area. Physical entities can include various types of institutions such as enterprises, factories, shops, schools, hospitals, government agencies, and social organizations. Physical entities have the following characteristics: 1. Physical Existence: Physical entities are actual organizations or institutions, unlike virtual or conceptual entities; they operate or provide services in a specific geographical location. 2. Legal Entity: Physical entities are usually legally registered or established, possessing legal status and operating licenses; they have legal rights and obligations and are subject to relevant laws and regulations. 3. Business Activities: Physical entities are legally registered or established, possessing legal status and operating licenses. 4. Organizational Structure: Existing entities have their own organizational structure and personnel, including managers, employees, and practitioners. They achieve their business objectives through the organization and allocation of human, material, and financial resources. The management and statistics of existing entity information are of great significance for community management, resource allocation, and security monitoring. Through GIS-based community management methods, existing entity information can be classified, linked, and visualized, providing decision support and management convenience.

[0116] The present invention will elaborate on the above steps as follows:

[0117] The original information on actual entities obtained from various government departments is categorized as follows: First, the original information on actual entities obtained from various government departments is categorized according to industry category and entity nature; this entity information includes entity name, address, industry type, employee information, and relevant data such as ID photos;

[0118] Using a GIS platform to link real-world unit data with maps: By leveraging the functions of the GIS platform, the categorized real-world unit data is linked with maps; through the matching and mapping of geographic location information, each real-world unit data is associated with its geographical location.

[0119] By attaching unit information to the map, map data can be displayed, located, queried, and statistically analyzed. Through the functions of the GIS platform, unit information can be displayed on the map using symbols, colors, layers, etc., making it convenient for users to view and understand intuitively.

[0120] It is easy to see that, through the execution of the above steps, this invention can classify and map-link the original information on existing entities obtained by various government departments; at the same time, through map display, positioning, querying, and statistical analysis, it can provide a visual presentation and operation of the data on existing entities; this helps community managers to have a comprehensive understanding of the distribution, industry type, and personnel size of existing entities, providing a basis for resource allocation, security management, and decision-making; at the same time, through the functions of the GIS platform, it also provides users with convenient and quick query and statistical analysis tools, improving the efficiency of community management and the scientific nature of decision-making.

[0121] Preferably, the GIS-based community management method further includes the following steps:

[0122] Construct and deploy a public security prevention and control system, and comprehensively manage information on key public security prevention and control components, key locations, social monitoring points, key populations, and special populations;

[0123] By utilizing the two-dimensional and three-dimensional map functions of the GIS platform, the correlation between housing information and personnel information can be displayed on the map, thereby realizing social management functions related to key populations;

[0124] The security and prevention system is integrated with a GIS map to display information related to security and prevention, including the location of security incidents, warning areas, and the distribution of key components.

[0125] The present invention will elaborate on the above steps as follows:

[0126] Construction and deployment of a public security prevention and control system: By introducing a GIS platform, the public security prevention and control system is constructed and configured, including the integration of hardware equipment, software systems, and data resources; this can provide an integrated platform for community management, making it convenient for managers to comprehensively manage and monitor public security prevention and control work;

[0127] Comprehensive management of information on key security and prevention components, key locations, social monitoring points, key populations, and special populations: Establish a corresponding database on the GIS platform, including information on key security and prevention components (such as video surveillance equipment, alarm equipment, etc.), key locations (such as public places, commercial areas, etc.), social monitoring points (such as traffic intersections, streets, etc.), key populations (such as suspects / persons involved in cases, etc.), and special populations (such as missing persons, mental patients, etc.); by comprehensively managing this information, comprehensive supervision and response to security and prevention work can be achieved;

[0128] By utilizing the 2D and 3D mapping functions of the GIS platform, the correlation between housing information and personnel information can be displayed through maps: By using the mapping functions provided by the GIS platform, housing information and personnel information can be linked to achieve the function of finding people by house; through the annotation and layer display on the map, the spatial distribution and correlation of housing information and personnel information can be clearly displayed, providing accurate information support for community management personnel;

[0129] To enable social management functions related to key populations: Through the personnel information management module of the GIS platform, detailed information management of key populations can be carried out, including basic personal information, residential address, family members, relevant certificates, etc.; this can provide community management personnel with information query, tracking and analysis functions for key populations, so as to carry out targeted social management and services.

[0130] The security and prevention system is integrated with a GIS map to display information related to security and prevention: through the visualization function of the GIS map, information related to security and prevention is presented, including the location of security incidents, warning areas, and the distribution of key components; this can help managers to understand the security situation more intuitively, allocate resources and respond to emergencies, and improve the effectiveness and efficiency of community security and prevention.

[0131] Through the above steps, the GIS platform-based community management method can provide comprehensive and real-time security and prevention support, enhance the working ability and decision-making level of community management personnel, and further improve the security level of the community.

[0132] The present invention also provides a system for implementing a community management method based on a GIS platform, comprising a memory and a processor. The memory is used to store a community management program based on a GIS platform, and the processor is used to run the community management program based on a GIS platform to implement the community management method based on a GIS platform as described above. Since the system includes all the technical features of the community management method based on a GIS platform, it also has all the technical effects of the community management method based on a GIS platform as described above, which will not be repeated here.

[0133] The present invention also provides a storage medium storing a computer program thereon, which, when executed by a processor, implements the steps of the GIS-based community management method described above. The storage medium includes all the technical features of the GIS-based community management method described above, and therefore also possesses all the technical effects of the GIS-based community management method described above, which will not be elaborated further here.

[0134] Those skilled in the art will understand that all or part of the processes in the above embodiments can be implemented by a computer program instructing related hardware. The computer program can be stored in a non-volatile computer-readable storage medium. When executed, the computer program can include the processes of the embodiments of the above methods. Any references to memory, storage, databases, or other media used in the embodiments provided by this invention can include non-volatile and / or volatile memory. Non-volatile memory may include read-only memory (ROM), programmable ROM (PROM), electrically programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM), or flash memory. Volatile memory may include random access memory (RAM) or external cache memory. By way of illustration and not limitation, RAM is available in a variety of forms, such as static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), dual data rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous link DRAM (SLDRAM), RAM bus direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), etc.

[0135] The algorithms or displays provided herein are not inherently related to any particular computer, virtual system, or other device. Various general-purpose systems can also be used in conjunction with the teachings herein. The required structure for constructing such systems is apparent from the above description. Furthermore, the embodiments of the present invention are not directed to any particular programming language. It should be understood that the content of the invention described herein can be implemented using various programming languages, and the above description of specific languages ​​is for the purpose of disclosing the best mode of implementation of the invention.

[0136] Numerous specific details are set forth in the specification provided herein. However, it will be understood that embodiments of the invention may be practiced without these specific details. In some instances, well-known methods, structures, and techniques have not been shown in detail so as not to obscure the understanding of this specification.

[0137] Similarly, it should be understood that, in order to simplify the invention and aid in understanding one or more of the various inventive aspects, features of the embodiments of the invention are sometimes grouped together in a single embodiment, figure, or description thereof in the above description of exemplary embodiments of the invention. However, this disclosure should not be construed as reflecting an intention that the claimed invention requires more features than are expressly recited in each claim. Rather, as reflected in the following claims, inventive aspects lie in fewer than all features of a single foregoing disclosed embodiment. Therefore, the claims following the detailed description are hereby expressly incorporated into this detailed description, wherein each claim itself is a separate embodiment of the invention.

[0138] Those skilled in the art will understand that modules in the device of the embodiments can be adaptively changed and placed in one or more devices different from that embodiment. Modules, units, or components in the embodiments can be combined into a single module, unit, or component, and further, they can be divided into multiple sub-modules, sub-units, or sub-components. Except where at least some of such features and / or processes or units are mutually exclusive, any combination can be used to combine all features disclosed in this specification (including the accompanying claims, abstract, and drawings) and all processes or units of any method or device so disclosed. Unless expressly stated otherwise, each feature disclosed in this specification (including the accompanying claims, abstract, and drawings) may be replaced by an alternative feature that serves the same, equivalent, or similar purpose.

[0139] Furthermore, those skilled in the art will understand that although some embodiments herein include certain features included in other embodiments but not others, combinations of features from different embodiments are intended to be within the scope of the invention and form different embodiments. For example, any of the claimed embodiments can be used in any combination.

[0140] It should be noted that the above embodiments are illustrative of the invention and not restrictive, and that those skilled in the art can devise alternative embodiments without departing from the scope of the appended claims. In the claims, any reference signs placed between parentheses should not be construed as limiting the claims. The word "comprising" does not exclude the presence of elements or steps not listed in the claims. The word "a" or "an" preceding an element does not exclude the presence of a plurality of such elements. The invention can be implemented by means of hardware comprising several different elements and by means of a suitably programmed computer. In the unit claims enumerating several means, several of these means may be embodied by the same item of hardware. The use of the words first, second, and third, etc., does not indicate any order. These words can be interpreted as names. The steps in the above embodiments, unless otherwise specified, should not be construed as limiting the order of execution.

Claims

1. A community management method based on a GIS platform, characterized in that, include: The first geographic location marker information, which is scattered across the Internet, is captured using a data collector. The second geographic location marker information is collected using the location search function, forward / reverse geocoding function, and route planning function in the map software API. The first and second geographic location marker information are then analyzed and processed to obtain the first data. Based on the various data themes to be used, specify the content and presentation of each thematic layer, define the geographic cartographic representation of each dataset, and form a set of data themes; And through data models, relevant thematic data sets are linked with basic human and land surface information; The GIS platform is used to mark the geographic locations on the map, and the population data in the database, the first data, and the map information are automatically linked to generate a comprehensive data set.

2. The community management method based on a GIS platform according to claim 1, characterized in that, The steps of using a GIS platform to mark geographical locations on a map and automatically linking population data from the database, the first data, and map information to generate a comprehensive data set further include: using the map marking function of the GIS platform to mark the geographical locations and boundaries of the community on the map, and using the spatial analysis function of the GIS platform to perform buffer analysis and hotspot analysis on the comprehensive data set, and displaying the analysis results on the map.

3. The community management method based on a GIS platform according to claim 1, characterized in that, The steps of using a GIS platform to mark geographical locations on a map and automatically linking population data from the database, the first data, and map information to generate a comprehensive data set further include: receiving query conditions and spatial query instructions selected or input by the user, performing spatial queries in the comprehensive data set, locating the query results on the map, and displaying the location results on the map in a visual manner.

4. The community management method based on a GIS platform according to claim 1, characterized in that, The community management method based on the GIS platform also includes the following steps: the GIS platform receives user operation instructions and displays the community's profile, leadership members, and development status through the jurisdiction overview module.

5. The community management method based on a GIS platform according to claim 1, characterized in that, The community management method based on the GIS platform also includes the following steps: The raw population data obtained by various government departments are classified into the following categories: registered population, permanent residents, floating population, people receiving assistance, people in need of attention, people in need of resources, and volunteer teams for public safety. Detailed information is managed for each population category, including residential community, specific address, head of household information, identity information, family members, social security participation status, family planning information, and special groups; The original population data is associated with the map using the ArcMAP tool of the GIS platform, and the original population data is attached to the map to realize the rendering display of population distribution.

6. The community management method based on a GIS platform according to claim 1, characterized in that, The community management method based on the GIS platform also includes the following steps: The original actual unit information obtained by various government departments is classified according to industry category and unit nature. The original actual unit information includes: unit name, address, industry type, employee information and ID photos; By utilizing a GIS platform, we can link real-world unit data with maps and attach unit information to the maps, enabling the display, location, query, and statistical analysis of map data.

7. The community management method based on a GIS platform according to claim 1, characterized in that, The community management method based on the GIS platform also includes the following steps: Establish a complete housing information database, including basic information on existing houses, ownership information, information on house owners, and information on current house users; By utilizing a GIS platform, comprehensive management of housing information can be achieved, linking basic housing information, ownership information, property owner information, and current user information to establish data models and relationships; Based on GIS platform, two-dimensional maps and virtual three-dimensional maps enable the function of finding people by house.

8. The community management method based on a GIS platform according to claim 1, characterized in that, The community management method based on the GIS platform also includes the following steps: Construct and deploy a public security prevention and control system, and comprehensively manage information on key public security prevention and control components, key locations, social monitoring points, key populations, and special populations; By utilizing the two-dimensional and three-dimensional map functions of the GIS platform, the correlation between housing information and personnel information can be displayed on the map, thereby realizing social management functions related to key populations; The security and prevention system is integrated with a GIS map to display information related to security and prevention, including the location of security incidents, warning areas, and the distribution of key components.

9. A system for implementing a community management method based on a GIS platform, characterized in that, The system includes a memory and a processor. The memory is used for a community management program based on a GIS platform, and the processor is used to run the community management program based on the GIS platform to implement the community management method based on a GIS platform as described in any one of claims 1 to 8.

10. A computer-readable storage medium having a computer program stored thereon, characterized in that, When the computer program is executed by the processor, it implements the steps of the community management method based on a GIS platform as described in any one of claims 1 to 8.

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