A city physical examination evaluation system and method

Abstract

The present application relates to a kind of urban physical examination evaluation system and method, belong to urban management technical field, wherein, system includes: multi-source data integration module, intelligent evaluation module, multi-dimensional risk screening module and visualization and linkage response module;Multi-source data integration module is used to obtain urban physical examination data and carries out standardization processing;Intelligent evaluation module is used to the rationality, completeness and standardization of task achievement in urban physical examination data are carried out machine check, after machine check passes, it is manually audited, after auditing passes, based on urban physical examination data generates physical examination evaluation report;Multi-dimensional risk screening module and visualization and linkage response module are used to the urban physical examination data after auditing passes are carried out urban construction risk analysis and visual display respectively.The present application can realize the whole process, whole cycle management of urban physical examination process.

Description

Technical Field

[0001] This invention relates to the field of urban management technology, and in particular to an urban health assessment system and method. Background Technology

[0002] Urban health checks are increasingly important as a key means of assessing urban development, identifying "urban ills," and supporting the dynamic maintenance of land and space planning. In current practice, how to extract valuable information from massive, multi-source health check data and transform it into scientific decision-making basis has become a focus of industry attention.

[0003] Currently, the industry focuses more on the backend analysis of health checkup data. Related literature focuses on using various statistical analyses and machine learning algorithms to mine collected indicators, aiming to classify urban development characteristics and identify key issues. However, after in-depth analysis, existing technical solutions still have significant limitations, mainly reflected in "emphasizing analysis over process," lacking closed-loop management of the entire lifecycle of urban health checkup work. Summary of the Invention

[0004] In view of this, it is necessary to provide an urban health check assessment system and method to solve the problem that existing technologies lack closed-loop management of the entire life cycle of urban health check work.

[0005] To address the aforementioned issues, in a first aspect, the present invention provides an urban health check-up and assessment system, comprising: a multi-source data integration module, an intelligent assessment module, a multi-dimensional risk screening module, and a visualization and linkage response module; The multi-source data integration module is used to acquire urban physical examination data and to standardize the urban physical examination data. The intelligent evaluation module is used to perform machine verification on the rationality, completeness and standardization of the task results in the urban physical examination data, perform manual review after the machine verification is passed, and generate a physical examination evaluation report based on the urban physical examination data after the review is passed. The multi-dimensional risk screening module is used to analyze urban construction risks based on the approved urban health check data. The visualization and linkage response module is used to visualize the city's physical examination data after it has been approved.

[0006] In one possible implementation, machine verification of the reasonableness of the task results includes verifying whether the result indicators match the result indicator calculation process.

[0007] In one possible implementation, machine verification of the integrity of the task results includes at least one of the following: whether the medical examination file can be opened, whether the format of the medical examination file is correct, whether the name of the medical examination file is correct, whether the content of the medical examination file is complete, and whether the task results are complete.

[0008] In one possible implementation, the machine verification of the task results includes verifying at least one of the standardization of the content of the medical examination documents and the standardization of the results indicators.

[0009] In one possible implementation, the urban health check-up system further includes: The task distribution module is used to distribute urban physical examination tasks deployed by provincial departments to local departments and create physical examination task nodes for local departments; among them, urban physical examination tasks include task content, task requirements, and task time nodes.

[0010] In one possible implementation, the urban health check data includes outcome indicators, and the urban health check assessment system further includes: The indicator management module is used to assign attribute information to each of the aforementioned outcome indicators; the attribute information includes ranking, corresponding planning value, category, and corresponding reasonable range.

[0011] In one possible implementation, the urban physical examination data includes an outcome indicator table. The multi-source data integration module is further configured to respond to a query command for the outcome indicator table by reading data from the outcome indicator table through field indexes and displaying the read data according to a preset outcome indicator display template.

[0012] In one possible implementation, the urban health check data includes basic urban data, and the multi-source data integration module also includes an external system interface for obtaining basic urban data through an external system.

[0013] In one possible implementation, the intelligent assessment module is also used to determine the urban development type based on the urban health check data, and to determine the correlation between various aspects of urban construction, management, and development.

[0014] Secondly, the present invention also provides an urban physical examination assessment method, applied to any of the aforementioned urban physical examination assessment systems; the method includes: The urban physical examination data is obtained through the multi-source data integration module, and the urban physical examination data is standardized. The intelligent evaluation module performs machine verification on the rationality, completeness and standardization of the task results in the urban physical examination data. After the machine verification is passed, it is manually reviewed, and a physical examination evaluation report is generated based on the urban physical examination data after the review is passed. The multi-dimensional risk screening module analyzes urban construction risks based on the approved urban health check data. The visualization and linkage response module is used to visualize the approved urban physical examination data.

[0015] The beneficial effects of this invention are: This invention sets up a multi-source data integration module, an intelligent assessment module, a multi-dimensional risk screening module, and a visualization and linkage response module in the urban physical examination assessment system. Among them, the multi-source data integration module is used to acquire urban physical examination data (multi-source heterogeneous data) and standardize it to integrate the multi-source heterogeneous data, thereby facilitating other modules or users to read and analyze the urban physical examination data.

[0016] The intelligent assessment module incorporates a machine verification mechanism. Using algorithms, it automatically verifies the logical rationality, completeness, and standardization of task outcomes within the city's physical examination data, significantly reducing manual review workload and improving efficiency. After machine verification and manual review, the module generates a physical examination assessment report based on the city's physical examination data.

[0017] The multi-dimensional risk screening module and the visualization and linkage response module are used to analyze urban construction risks and provide visualization based on the approved urban health check data, respectively.

[0018] This invention enables closed-loop management of the entire urban health checkup process, including data uploading, data review, health checkup assessment, risk detection, and result feedback, through various modules of the urban health checkup assessment system. The process is complete and clear, facilitating users to operate step-by-step according to the urban health checkup process. Attached Figure Description

[0019] To more clearly illustrate the technical solutions in the embodiments of the present invention, the accompanying drawings used in the description of the embodiments will be briefly introduced below. Obviously, the accompanying drawings described below are only some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.

[0020] Figure 1 This is a schematic diagram of the structure of an embodiment of the urban physical examination and assessment system provided by the present invention; Figure 2 This invention provides a flowchart for reviewing urban physical examination data. Figure 3 A schematic diagram of module function implementation provided by the present invention Figure 4 This is a flowchart illustrating an embodiment of the urban physical examination assessment method provided by the present invention. Detailed Implementation

[0021] The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings. Obviously, the described embodiments are only a part of the embodiments of the present invention, and not all of them. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without creative effort are within the scope of protection of the present invention.

[0022] In the description of the embodiments of this invention, unless otherwise stated, "a plurality of" means two or more. The terms "first," "second," etc., used in the embodiments of this invention are used to distinguish similar objects, and are not used to describe a specific order or sequence, nor to indicate or imply their relative importance or implicitly specify the number of indicated technical features. It should be understood that such data can be interchanged where appropriate so that embodiments of this application can be implemented in orders other than those illustrated or described herein, and the objects distinguished by "first," "second," etc., are generally of the same class, and the number of objects is not limited; for example, a first object can be one or more.

[0023] In this document, the term "embodiment" means that a particular feature, structure, or characteristic described in connection with an embodiment may be included in at least one embodiment of the invention. The appearance of this phrase in various places throughout the specification does not necessarily refer to the same embodiment, nor is it a separate or alternative embodiment mutually exclusive with other embodiments. It will be explicitly and implicitly understood by those skilled in the art that the embodiments described herein can be combined with other embodiments.

[0024] Reference Figure 1 The diagram shows a structural schematic of an embodiment of the urban physical examination assessment system provided by the present invention. The system 10 includes: a multi-source data integration module 110, an intelligent assessment module 120, a multi-dimensional risk screening module 130, and a visualization and linkage response module 140. The multi-source data integration module 110 is used to acquire urban physical examination data and perform standardized processing on the urban physical examination data; The intelligent assessment module 120 is used to perform machine verification on the rationality, completeness and standardization of the task results in the urban physical examination data. After the machine verification is passed, it is manually reviewed, and a physical examination assessment report is generated based on the urban physical examination data that has passed the review. The multi-dimensional risk screening module 130 is used to analyze urban construction risks based on the approved urban health check data. The visualization and linkage response module 140 is used to visualize the city's physical examination data after it has been approved.

[0025] In this embodiment, the urban physical examination and assessment system 10 can be a subsystem of the land and space planning implementation supervision information system, which is used to provide the original urban physical examination data and the analysis results of the urban physical examination data to assist users in land and space planning.

[0026] Urban health checkup data can include basic urban data and health checkup task data. Basic urban data can include urban geographic data, economic and social data, and ecological environment data. Health checkup task data can include task content and results within a preset time period (e.g., within a year), with task results including the completion status of task indicators. Due to the multi-source heterogeneity of urban health checkup data, directly reading and analyzing it can affect the reliability of subsequent analyses. Therefore, this embodiment sets up a multi-source data integration module 110 in the urban health checkup assessment system 10 to acquire urban health checkup data and perform standardization processing to integrate it, thereby facilitating the reading and analysis of urban health checkup data by other modules or users. The standardization processing can include at least one of the following: data cleaning, missing value imputation, outlier detection, format standardization, semantic standardization, and spatiotemporal benchmark unification.

[0027] The multi-source data integration module 110 can also store both the source data and the processed data of urban basic data in a database, which can be a uniformly constructed urban physical examination special database.

[0028] The intelligent evaluation module 120 is used to further verify the logical rationality, completeness, and standardization of the task results in the urban physical examination data. Machine verification can be achieved with the help of pre-set algorithms. After machine verification, the review node is then pushed to human review. Once the human review is passed, the physical examination task data is also stored in the database.

[0029] Furthermore, the intelligent assessment module 120 can analyze and evaluate the approved urban health check data based on a preset assessment indicator system, generating a health check assessment report. The preset assessment indicator system can refer to the indicator system in the "Regulations for Urban Health Check Assessment in Territorial Spatial Planning," including six primary categories: safety, innovation, coordination, green development, openness, and sharing, further subdivided into 23 secondary categories and 122 specific indicators. Among these, there are 33 basic indicators (numbered starting with A) and 89 recommended indicators (numbered starting with B).

[0030] The multi-dimensional risk screening module 130 is used to conduct urban construction risk analysis based on the approved urban health check data to identify risk items and classify risk levels. This risk analysis can include analyzing potential risks in various aspects of the city, such as the ecological environment, infrastructure, and public services.

[0031] The visualization and linkage response module 140 is configured to perform visual display on the city inspection data that has passed review. The display manners include statistical chart display, map portrait display, dynamic evolution display or timeline display. For example, bar charts, line charts, pie charts and the like can be used to show the values and change trends of different indicators; a map combined with different colors and symbols for labeling can be used to intuitively reflect the development status and problem distribution in each region of the city.

[0032] The city inspection and assessment system provided in this embodiment may be a software system running on a terminal device. The terminal device may be a tablet computer, an Augmented Reality (AR) / Virtual Reality (VR) device, a notebook computer, an Ultra-Mobile Personal Computer (UMPC), a netbook, a Personal Digital Assistant (PDA), a mobile phone and other terminal devices. This embodiment does not impose any limitation on the specific type of the terminal device.

[0033] In conclusion, the present invention can realize full-process and full-cycle closed management of data upload, data review, inspection and assessment, risk discovery and result feedback in the city inspection process through each module of the city inspection and assessment system. The process is complete and clear, which facilitates users to perform operations one by one according to the city inspection process. In addition, the multi-source data integration module in each module can improve the quality of city inspection data, and the intelligent assessment module that enhances machine verification can greatly reduce the workload of manual review and improve review efficiency. The multi-dimensional risk screening module and the visualization and linkage response module can help users quickly grasp the overall health status of the city, as well as the development differences and existing problems in each region and each field, provide more intuitive and powerful support for decision makers, and promote the improvement of urban governance level.

[0034] In some embodiments of the present invention, the city inspection and assessment system may also be configured on a server, and the server is further configured with a database and a model library.

[0035] As the background computing hub, the server provides computing power support, drives model operation, data processing and result generation, and ensures the overall operation efficiency of the system through optimal resource allocation. As the data storage center, the database provides solid, reliable, rich and diverse data support for the extensive application of inspection indicators. The model library is built with standardized output tools such as thematic map templates, text and table templates, and indicator report templates. The above elements are called on demand through structured management, supporting rapid result generation and in-depth analysis.

[0036] In some embodiments of the present invention, machine verification of the rationality of task results may include verifying whether the result indicators match the result indicator calculation process. The physical examination task data includes result indicators and the data on which the result indicators are calculated. Therefore, the result indicators can be verified according to their calculation formulas, that is, verifying whether the result indicators match the result indicator calculation process.

[0037] Machine verification of the integrity of task results may include at least one of the following: whether the medical examination file can be opened, whether the format of the medical examination file is correct, whether the name of the medical examination file is correct, whether the content of the medical examination file is complete, and whether the task results are complete.

[0038] Machine verification of the standardization of task results may include verifying at least one of the standardization of the content of the medical examination documents and the standardization of the result indicators.

[0039] When reviewing the results of urban physical examinations in various cities and counties, there are problems such as tight time, heavy workload, and repeated verification. In order to ensure the logical consistency between the results indicators and the completeness and standardization of the physical examination documents, this embodiment puts machine review first. With the help of the system's built-in algorithm verification function, each city and county first performs machine verification before submitting the report. After all verifications are passed, the report is transferred to the provincial department for manual review. This measure optimizes the review process of urban physical examination assessment results and greatly improves the review efficiency.

[0040] In some embodiments of the present invention, physical examination data from certain cities with high machine verification accuracy may not require manual review. For physical examination data from certain cities that are difficult for machines to review and assess, manual review is conducted. The system can provide auxiliary review tools such as online viewing of attachments to provide technical support for manual assessment.

[0041] The intelligent evaluation module 120 can remind the data submitter to make corrections if the data still fails the review after machine verification, thereby improving the quality of the data.

[0042] Reference Figure 2 This document illustrates a flowchart of a city-wide physical examination data review process provided by this invention. City (prefecture, county, forest area) officials submit and complete the city's physical examination data as required. The data is then verified by machine to confirm its rationality, completeness, and standardization. If the verification fails, the data is returned to the official with a reason for rejection. If the verification passes, the data proceeds to the manual review stage, which primarily examines the content of the annual physical examination report, the indicator tables, and the indicator descriptions. Once the manual review is successful, the data is submitted to the provincial health department for record-keeping. The provincial health department then issues the annual physical examination assessment results and provincial expert review opinions, which are then submitted to the system.

[0043] A city health check and assessment system has been established within the "One Map" implementation supervision information system for territorial spatial planning. This system serves three main purposes: first, it provides task management, online submission, data verification, review management, and progress management for city health check and assessment results and urban area-level results to municipal and county-level natural resources departments; second, it provides management and application of health check and assessment results and urban area-level results to provincial-level natural resources departments; and third, based on historical city health check indicators and related data, it provides auxiliary analysis and evaluation for various specialized application scenarios such as population, public services, and land use that are compatible with urban development. Its indicator system runs through the three key stages of planning, construction, and management, comprehensively coordinating production, living, and ecological spaces.

[0044] To ensure the accuracy of task assignment during downward management and to simplify the task creation process during upward reporting, in some embodiments of the present invention, the urban physical examination and assessment system 10 further includes: The task distribution module is used to distribute urban physical examination tasks deployed by provincial departments to local departments and create physical examination task nodes for local departments; among them, urban physical examination tasks include task content, task requirements, and task time nodes.

[0045] Specifically, when tasks are assigned, operators precisely define and categorize them according to the specific requirements of the city's health check and assessment, specifying the task type, recipient, and year. The system, through a reasonable task allocation and assignment mechanism, accurately assigns tasks to the appropriate local departments and provides detailed task information and instructions. Simultaneously, task reminders and notifications ensure that personnel are promptly informed of task information and can efficiently advance the work.

[0046] This unified task distribution mode in this embodiment greatly improves the efficiency and accuracy of task communication, and simplifies the task creation process for local departments by eliminating the need for them to create and report tasks themselves.

[0047] In some embodiments of the present invention, urban physical examination data includes outcome indicators, and the urban physical examination assessment system 10 further includes: The indicator management module is used to assign attribute information to each outcome indicator; the attribute information includes ranking, corresponding planning value, category, and corresponding reasonable range. The categories refer to the six primary categories mentioned above: security, innovation, coordination, green development, openness, and sharing.

[0048] This embodiment adds attribute information to the performance indicators to facilitate subsequent maintenance and analysis of the performance indicators.

[0049] Provincial-level natural resources authorities can manage the physical examinations of cities and counties through the urban physical examination and assessment system. While these authorities provide template files for annual performance indicator tables, in practice, they often encounter indicator tables compiled from different data sources with varying formats, font styles, cell sizes, and table formats. These complex and diverse formats can severely interfere with users' reading of the indicator content, making information retrieval difficult and potentially leading to incorrect interpretations of the indicators.

[0050] Therefore, the multi-source data integration module 110 is also used to respond to query commands for the results indicator table, read data from the results indicator table through field indexes, and display the read data according to a preset results indicator display template. This solves the problem of reading difficulties caused by inconsistent data formats.

[0051] In some embodiments of the present invention, the urban physical examination data includes urban basic data, and the multi-source data integration module 110 also includes an external system interface for obtaining urban basic data through an external system.

[0052] External systems can include those from departments such as housing and urban-rural development, environmental protection, and transportation. The data from these departments covers multiple key areas, including urban construction, environmental protection, and transportation operations, and is closely related to urban health assessments. By integrating this data, a comprehensive evaluation of urban performance indicators can be conducted from a broader perspective, allowing for in-depth analysis of existing problems and potential risks in urban development.

[0053] Furthermore, through external system interfaces, national and industry standards can be referenced and provided to the intelligent assessment module 120 as evaluation guidelines. National and industry standards are authoritative and scientifically sound norms that have undergone extensive research and practical verification. Incorporating these standards into the assessment system enhances the practicality and effectiveness of indicator evaluation, ensuring the accuracy and reliability of assessment results. Simultaneously, it helps align urban health assessments with national and industry development requirements, providing a more solid guarantee for the sustainable development of cities.

[0054] In some embodiments of the present invention, the intelligent assessment module 120 is also used to determine the urban development type based on urban health check data, and to determine the correlation between various aspects of urban construction, management, and development.

[0055] The intelligent assessment module 120 can employ data mining techniques, such as cluster analysis, classification analysis, and association rule mining, to deeply uncover hidden patterns and regularities in urban health check data. For example, cluster analysis can classify cities into different development types, providing a basis for formulating differentiated development strategies; association rule mining can discover potential correlations between various aspects of urban construction, management, and development, providing a reference for comprehensive policy implementation.

[0056] Reference Figure 3 The diagram illustrates the implementation principle of a module function provided by this invention. The multi-source data integration module 110 can imput missing values ​​using a machine learning model and detect outliers using Isolation Forest and DBSCAN clustering algorithms. The intelligent assessment module 120 can automatically generate assessment logic using decision trees and random forests to assist in optimizing the indicator system. The multi-dimensional risk screening module 130 can analyze data using decision trees and random forests and perform cluster analysis on risk data using clustering algorithms. The visualization and linkage response module 140 can visualize urban health checkup data using visualization software such as Tableau.

[0057] In some embodiments of the present invention, the visualization and linkage response module 140 can display the gap between the current value and the planned value of the indicator, as well as the trend of change, reflecting the implementation status of the indicator. On the indicator overview page, users can select various cities and their subordinate counties to view, displaying the number of achievements under different indicator statuses, covering six aspects of indicators: safety, innovation, coordination, green development, openness, and sharing. Users can also filter tasks by searching for specific years and keywords, view the normal, abnormal, and required status of indicators, and export the indicator overview with one click.

[0058] The visualization and linkage response module 140 can generate diagnostic reports and health check forms with clear objectives for indicators involving all elements.

[0059] The diagnostic report provides a comprehensive "diagnosis" of all aspects of the city's annual health check. It delves into the current status of each indicator, displaying not only current and planned values ​​but also visually presenting trends through charts and graphs. This allows users to accurately identify existing problems and shortcomings, enabling subsequent planning adjustments and optimizations based on these findings.

[0060] A medical examination form is more like a detailed "health record," clearly listing the specific data for each indicator. Furthermore, the form can categorize and organize different indicators, allowing users to quickly understand their condition in a specific area.

[0061] like Figure 4As shown, the present invention also provides a method for supervising the implementation of a single map for territorial spatial planning, applicable to any of the above-mentioned urban health assessment systems; the method includes: S401 acquires urban physical examination data through a multi-source data integration module and performs standardized processing on the urban physical examination data; S402 uses an intelligent evaluation module to perform machine verification of the rationality, completeness and standardization of task results in urban physical examination data. After the machine verification is passed, it is manually reviewed, and a physical examination evaluation report is generated based on the urban physical examination data that has passed the review. S403 uses a multi-dimensional risk screening module to analyze urban construction risks based on approved urban health check data. S404 uses a visualization and linkage response module to visualize the approved urban physical examination data.

[0062] This embodiment acquires urban physical examination data (multi-source heterogeneous data) through a multi-source data integration module and performs standardization processing on it to integrate the multi-source heterogeneous data, thereby facilitating the reading and analysis of urban physical examination data by other modules or users.

[0063] The intelligent assessment module incorporates a machine verification mechanism. This mechanism uses algorithms to automatically verify the logical rationality, completeness, and standardization of task outcomes within the city's physical examination data, significantly reducing manual review workload and improving efficiency. After machine verification and manual review, this module generates a physical examination assessment report based on the city's physical examination data.

[0064] Through a multi-dimensional risk screening module and a visualization and linkage response module, the risk of urban construction is analyzed and visualized based on the approved urban health check data.

[0065] This embodiment utilizes the various modules of the urban health check-up assessment system to achieve closed-loop management of the entire process and cycle of urban health check-ups, including data uploading, data review, health check-up assessment, risk detection, and result feedback. The process is complete and clear, facilitating users to operate step-by-step according to the urban health check-up process.

[0066] It should be noted that the details of the method in this embodiment can be referred to the aforementioned embodiment of the urban physical examination and assessment system, and will not be repeated here.

[0067] Those skilled in the art will understand that all or part of the processes of the methods described in the above embodiments can be implemented by a computer program instructing related hardware, and the program can be stored in a computer-readable storage medium. The computer-readable storage medium may be a disk, optical disk, read-only memory, or random access memory, etc.

[0068] The above description is only a preferred embodiment of the present invention, but the scope of protection of the present invention is not limited thereto. Any changes or substitutions that can be easily conceived by those skilled in the art within the scope of the technology disclosed in the present invention should be included within the scope of protection of the present invention.

Claims

1. A city health check-up and assessment system, characterized in that, It includes a multi-source data integration module, an intelligent assessment module, a multi-dimensional risk screening module, and a visualization and linkage response module; The multi-source data integration module is used to acquire urban physical examination data and to standardize the urban physical examination data. The intelligent evaluation module is used to perform machine verification on the rationality, completeness and standardization of the task results in the urban physical examination data, perform manual review after the machine verification is passed, and generate a physical examination evaluation report based on the urban physical examination data after the review is passed. The multi-dimensional risk screening module is used to analyze urban construction risks based on the approved urban health check data. The visualization and linkage response module is used to visualize the city's physical examination data after it has been approved.

2. The urban physical examination and assessment system according to claim 1, characterized in that, Machine verification of the rationality of task results includes verifying whether the result indicators match the result indicator calculation process.

3. The urban physical examination and assessment system according to claim 1, characterized in that, Machine verification of the integrity of task results includes verifying at least one of the following: whether the medical examination file can be opened, whether the format of the medical examination file is correct, whether the naming of the medical examination file is correct, whether the content of the medical examination file is complete, and whether the task results are complete.

4. The urban physical examination and assessment system according to claim 1, characterized in that, The standardization of task results through machine verification includes verifying at least one of the following: the standardization of the content of the physical examination documents and the standardization of the result indicators.

5. The urban physical examination and assessment system according to claim 1, characterized in that, Also includes: The task distribution module is used to distribute urban physical examination tasks deployed by provincial departments to local departments and create physical examination task nodes for local departments; among them, urban physical examination tasks include task content, task requirements, and task time nodes.

6. The urban physical examination and assessment system according to claim 1, characterized in that, The urban health checkup data includes outcome indicators, and the urban health checkup evaluation system also includes: The indicator management module is used to assign attribute information to each of the aforementioned outcome indicators; the attribute information includes ranking, corresponding planning value, category, and corresponding reasonable range.

7. The urban physical examination and assessment system according to claim 1, characterized in that, The urban physical examination data includes an outcome indicator table. The multi-source data integration module is also used to respond to the query command for the outcome indicator table, read the data from the outcome indicator table through field indexes, and display the read data according to a preset outcome indicator display template.

8. The urban physical examination and assessment system according to claim 1, characterized in that, The urban health check data includes basic urban data, and the multi-source data integration module also includes an external system interface for obtaining basic urban data through external systems.

9. The urban physical examination and assessment system according to claim 1, characterized in that, The intelligent assessment module is also used to determine the urban development type based on the urban health check data, and to determine the correlation between various aspects of urban construction, management, and development.

10. A method for urban physical examination and assessment, characterized in that, The method is applied to the urban physical examination and assessment system according to any one of claims 1-9; the method includes: The urban physical examination data is obtained through the multi-source data integration module, and the urban physical examination data is standardized. The intelligent evaluation module performs machine verification on the rationality, completeness and standardization of the task results in the urban physical examination data. After the machine verification is passed, it is manually reviewed, and a physical examination evaluation report is generated based on the urban physical examination data after the review is passed. The multi-dimensional risk screening module analyzes urban construction risks based on the approved urban health check data. The visualization and linkage response module is used to visualize the approved urban physical examination data.

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