Intelligent auditing method and system for environmental assessment file auditing

Abstract

The invention discloses an intelligent auditing method and system for environmental assessment file auditing, and the method comprises the steps: firstly loading a to-be-audited environmental assessment file, and loading an auditing rule according to the type of the environmental assessment file; then extracting a directory of the environmental assessment file, and displaying the content of the environmental assessment file according to a page sequence of the directory of the environmental assessment file; a preset file intelligent auditing model is used for auditing the environmental assessment file; and finally, displaying an audit result through a human-computer interaction interface. Wherein the human-computer interaction interface comprises a basic information display area, an original content display area, a file directory display area, an auditing log display area and an auditing result display area. The application file intelligent auditing model leads or assists the auditing work of the environmental assessment file, so that the auditing efficiency and quality of the environmental assessment file are improved while the auditing content of the environmental assessment file is standardized.

Description

Technical Field

[0001] This application relates to the field of environmental intelligent service technology, specifically to an intelligent review method and system for reviewing environmental impact assessment documents. Background Technology

[0002] An environmental impact assessment (EIA) document, short for "Environmental Impact Assessment Document for Construction Projects," is a legally binding document that analyzes, predicts, and assesses the potential environmental impacts of a planned or constructed project in accordance with relevant laws and regulations. It is used to scientifically evaluate the project's environmental impact, propose pollution prevention and control measures, and ensure the coordinated development of the economy, society, and environment. Its core purpose is to prevent or mitigate adverse environmental impacts and provide a basis for decision-making. EIA documents submitted by users seeking review require review. The review covers multiple aspects, including the format, content, and accuracy of cited legal provisions. Currently, this is done manually by experienced professionals. To reduce errors, multiple levels of review are required, which is not only labor-intensive but also demands high professional competence from the reviewers. Furthermore, for EIA documents that fail the review, many complex details need to be addressed, such as missing content, suggested revisions, and the basis for revision. Therefore, this manual review model suffers from problems such as difficulty in standardizing review criteria, low efficiency, and high error rates. Summary of the Invention

[0003] The main technical problem addressed in this application is how to improve the efficiency of environmental impact assessment (EIA) document review.

[0004] According to the first aspect, one embodiment provides an intelligent review method for reviewing environmental impact assessment documents, including: Load the environmental impact assessment documents pending review; Obtain the type of the environmental impact assessment (EIA) document and load the review rules according to the type of the EIA document; the types of the EIA document include environmental impact report and / or environmental impact statement. Extract the table of contents of the environmental impact assessment (EIA) document and display the contents of the EIA document in a preset human-computer interaction interface according to the page order of the table of contents. The human-computer interaction interface includes a basic information display area, an original document content display area, and a document directory display area. The basic information display area is used to identify and display the name, construction nature, type, and / or project application category of the EIA document. The document directory display area is used to display the table of contents information of the EIA document. The original document content display area is used to display the original text information of the EIA document corresponding to the currently identified directory. The environmental impact assessment (EIA) document is reviewed using a pre-defined intelligent document review model, and the review results are displayed through a human-computer interaction interface. The human-computer interaction interface also includes a review log display area, which is used to display the compilation information extracted from the EIA document. The human-computer interface also includes an audit result display area for displaying audit result information, which includes qualified and / or unqualified information.

[0005] In one embodiment, the step of loading review rules according to the type of the environmental impact assessment document includes: The review rules are designed and obtained based on the technical guidelines for the preparation of environmental impact assessment documents and the guidelines for environmental impact assessment, in order to review the format specifications of the environmental impact assessment documents; The process information for reviewing the environmental impact assessment (EIA) information includes reviewing the project content, reviewing the project rules, and / or reviewing the project results.

[0006] In one embodiment, the audit result display area is further used to display audit summary information, which includes the number of problems, the number of suspected problems, and / or the number of suggestions after reviewing the content of the environmental impact assessment document. The number of problems is used to identify the number of errors in the environmental impact assessment information in the environmental impact assessment document, the number of suspected problems is used to identify the number of suspected errors in the environmental impact assessment information in the environmental impact assessment document, and the number of suggestions is used to identify the number of suggestions for revising or modifying the environmental impact assessment information in the environmental impact assessment document.

[0007] In one embodiment, the intelligent document review model reviews the environmental impact assessment document, including: The contents of the environmental impact assessment documents will be displayed and reviewed in the order listed in the directory. Extract the environmental impact assessment (EIA) information from the content of the EIA document displayed in the current original document content display area, and display it in the review log display area; The intelligent document review model is invoked to review the environmental impact assessment information according to the review rules; The audit summary information obtained from the audit will be displayed in the audit results display area.

[0008] In one embodiment, the intelligent auditing method further includes: The directory location information related to the audit summary information is displayed in the file directory display area, and each type of audit summary information corresponds to a directory location information identification method.

[0009] In one embodiment, the intelligent auditing method further includes: When the identified directory location is selected, the original environmental impact assessment document corresponding to the identified directory location is displayed in the original document content display area, and the content information of the problems, suspected problems and / or revision suggestions found in the currently displayed original environmental impact assessment document is displayed in the review log display area.

[0010] In one embodiment, the intelligent document review model reviews the environmental impact assessment document, including: The intelligent document review model deconstructs and analyzes the environmental impact assessment (EIA) documents, and reviews their compliance and textual standardization. The compliance review of the EIA documents includes the review of the rationality of the site selection, the accuracy of the category, and / or the rationality of the EIA personnel and institutions. The textual standardization review of the EIA documents includes the review of the basic information of the construction project, the engineering analysis of the construction project, the current status of regional environmental quality, environmental protection objectives and evaluation standards, major environmental impacts, and / or protection measures.

[0011] According to the second aspect, one embodiment provides an intelligent review system for reviewing environmental impact assessment documents, which is used to apply the intelligent review method as described in the first aspect. The intelligent review system includes a review unit and a display unit. The review unit is used to obtain environmental impact assessment documents and review rules, and to review the environmental impact assessment documents using a preset intelligent document review model; The display unit is used to display a preset human-computer interaction interface; the human-computer interaction interface includes a basic information display area, an original document content display area, a file directory display area, an audit log display area, and an audit result display area; The basic information display area is used to identify and display the name, construction nature, type, and / or project application category of the environmental impact assessment (EIA) document; the document directory display area is used to display the directory information of the EIA document; the original document content display area is used to display the original text information of the EIA document corresponding to the currently selected directory location; the review log display area is used to display the EIA reporting information extracted from the EIA document by the document intelligent review model and / or the process information of reviewing the EIA reporting information; the review result display area is used to display the review result information, which includes qualified or unqualified information.

[0012] According to a third aspect, one embodiment provides a computer-readable storage medium storing a computer program that can be executed by a processor to implement the intelligent auditing method as described in the first aspect.

[0013] According to the fourth aspect, one embodiment provides a computer program product including a computer program and / or instructions, which, when executed by a processor, implement the intelligent auditing method as described in the first aspect.

[0014] The intelligent review method based on the above embodiments, by applying an intelligent document review model to lead or assist in the review of environmental impact assessment documents, not only standardizes the content of environmental impact assessment document review but also improves the efficiency and quality of environmental impact assessment document review. Attached Figure Description

[0015] Figure 1 This is a flowchart illustrating an intelligent auditing method in one embodiment; Figure 2 Example diagram of the compilation of the audit rule base in one embodiment; Figure 3 This is an example diagram showing the environmental impact assessment document review process in one embodiment; Figure 4 This is an example diagram showing the review results of an environmental impact assessment document in one embodiment; Figure 5 This is a block diagram of an intelligent auditing system in one embodiment. Detailed Implementation

[0016] The present invention will now be described in further detail with reference to specific embodiments and accompanying drawings. Similar elements in different embodiments are referred to by associated similar element reference numerals. In the following embodiments, many details are described to facilitate a better understanding of this application. However, those skilled in the art will readily recognize that some features may be omitted in different situations, or may be replaced by other elements, materials, or methods. In some cases, certain operations related to this application are not shown or described in the specification. This is to avoid obscuring the core parts of this application with excessive description. For those skilled in the art, detailed description of these related operations is not necessary; they can fully understand the related operations based on the description in the specification and general technical knowledge in the art.

[0017] Furthermore, the features, operations, or characteristics described in the specification can be combined in any suitable manner to form various embodiments. At the same time, the steps or actions in the method description can be rearranged or adjusted in a manner obvious to those skilled in the art. Therefore, the various orders in the specification and drawings are only for the clear description of a particular embodiment and do not imply a necessary order, unless otherwise stated that a particular order must be followed.

[0018] The serial numbers assigned to components in this document, such as "first" and "second," are used only to distinguish the described objects and have no sequential or technical meaning. The terms "connection" and "linkage" used in this application, unless otherwise specified, include both direct and indirect connections (linkages).

[0019] The review of environmental impact assessment (EIA) documents generally consists of three parts: formal review, professional review, and revision suggestions. Formal review refers to the examination of the submitted documents' text format, site selection rationality, category accuracy, and other qualifications related to the EIA. Professional review involves examining the content of the EIA documents, such as reviewing basic project information, project engineering analysis, geographical environment analysis, environmental protection target tables and standards, environmental impacts, and protection measures. Revision suggestions involve asking questions or providing modification suggestions regarding anticipated issues in the EIA documents (identifying unqualified or missing content). Furthermore, the drafting of EIA documents is affected by differences in writing rules or standards due to regional and administrative differences, as well as varying levels of professional competence among reviewers, all of which can impact the efficiency and quality of the review process.

[0020] The intelligent review method disclosed in this application uses an intelligent document review model (AI model) to lead or assist in the review of environmental impact assessment documents, which standardizes the review content and improves the efficiency and quality of environmental impact assessment document review.

[0021] Example 1 Please refer to Figure 1 This is a flowchart illustrating an intelligent review method in one embodiment. This intelligent review method is used to review environmental impact assessment documents and specifically includes: Step 101: Obtain the environmental impact assessment documents.

[0022] Load the environmental impact assessment documents pending review.

[0023] Step 102: Obtain the review rules.

[0024] The type of environmental impact assessment (EIA) document is obtained, and review rules are loaded according to this type. EIA document types include environmental impact reports and / or environmental impact statements. In one embodiment, the review rules are designed and obtained based on the technical guidelines and guidelines for EIA document preparation to review the format specifications of the EIA documents. In another embodiment, a review rule base is constructed, and review rules are extracted from this base. Please refer to [reference needed]. Figure 2 This is an example diagram illustrating the compilation of an audit rule base in one embodiment. In one embodiment, the audit rule base is extracted from a preset rule setting document or manually compiled.

[0025] Step 103: Display the contents of the environmental impact assessment document.

[0026] Extract the table of contents of the environmental impact assessment (EIA) document and display its contents in a pre-defined human-computer interaction interface, following the page order of the table of contents. Please refer to [reference needed]. Figure 3 and Figure 4This is an example diagram illustrating the environmental impact assessment (EIA) document review process and the display of EIA document review results in one embodiment. The human-computer interaction interface 100 includes a basic information display area 10, an original document content display area 20, and a document directory display area 30. The basic information display area 10 is used to identify and display the name, construction nature, type, and / or project application category of the EIA document; the document directory display area 30 is used to display the directory information of the EIA document; and the original document content display area 20 is used to display the original text information of the EIA document corresponding to the currently identified directory.

[0027] Step 104: Conduct an audit.

[0028] An intelligent document review model is applied to review the environmental impact assessment (EIA) document, and the review results are displayed through a human-computer interaction interface 100. The human-computer interaction interface 100 also includes a review log display area 40, which displays the process information of reviewing the compilation information extracted from the EIA document. In one embodiment, the compilation information includes EIA reporting information and / or process information of reviewing the EIA reporting information. In one embodiment, the process information of reviewing the EIA reporting information includes review project content information, review project rule information, and / or review project result information. In one embodiment, the intelligent document review model deconstructs and analyzes the EIA document and reviews its compliance and textual standardization. The compliance review includes reviewing the rationality of the site selection, the accuracy of the category, and / or the rationality of the EIA personnel and institutions. The textual standardization review includes reviewing the basic information of the construction project, the engineering analysis of the construction project, the current status of regional environmental quality, environmental protection objectives and evaluation standards, major environmental impacts, and / or protection measures.

[0029] Step 105: Display the audit results.

[0030] The human-computer interface 100 also includes an audit result display area 50 for displaying audit result information, such as... Figure 3 As shown, the audit result information includes qualified and / or unqualified. In one embodiment, the audit result display area is also used to display audit summary information, which includes the number of problems, the number of suspected problems, and / or the number of suggestions after reviewing the content of the environmental impact assessment document. The number of problems is used to identify the number of errors in the environmental impact assessment information in the environmental impact assessment document, the number of suspected problems is used to identify the number of suspected errors in the environmental impact assessment information in the environmental impact assessment document, and the number of suggestions is used to identify the number of suggestions for revising or modifying the environmental impact assessment information in the environmental impact assessment document.

[0031] In one embodiment, the process of the intelligent document review model reviewing environmental impact assessment documents includes: First, the contents of the environmental impact assessment (EIA) documents are displayed and reviewed in the order of the directory. Then, the EIA information is extracted from the contents of the EIA documents displayed in the current original document content display area and displayed in the review log display area. Next, the intelligent document review model is called to review the EIA information according to the review rules. Finally, the review summary information obtained from the review is displayed in the review result display area.

[0032] In one embodiment, the intelligent auditing method further includes: Step 106: Mark the review comments.

[0033] The file directory display area identifies and displays directory location information related to the audit summary information, with each type of audit summary information corresponding to a different directory location information identification method. For example... Figure 4 As shown, the red question marks in the file directory display area are used to identify the locations of environmental impact assessment (EIA) information directories with problems, the yellow question marks are used to identify the locations of EIA information directories with suspected problems, and the green symbols are used to identify the locations of EIA information directories that provide revision suggestions.

[0034] Step 107: Display the review comments information for the logo.

[0035] When the marked directory location is selected, the original text of the environmental impact assessment document corresponding to the marked directory location is displayed in the original document content display area, and the content information of the problems, suspected problems and / or revision suggestions found in the currently displayed original text of the environmental impact assessment document is displayed in the review log display area.

[0036] Please refer to Figure 5 This is a block diagram of an intelligent review system in one embodiment. The intelligent review system is used to apply the intelligent review method described above. The intelligent review system includes a review unit 200 and a display unit 300. The review unit 200 is used to obtain environmental impact assessment (EIA) documents and review rules, and apply a preset intelligent document review model to review the EIA documents. The display unit 300 is used to display a preset human-computer interaction interface 100. The human-computer interaction interface 100 includes a basic information display area 10, an original document content display area 20, a document directory display area 30, a review log display area 40, and a review result display area 50. The basic information display area 10 is used to identify and display the name, construction nature, type, and / or project application category of the EIA documents. The document directory display area 20 is used to display the directory information of the EIA documents. The original document content display area 30 is used to display the original text information of the EIA documents corresponding to the currently selected directory location. The review log display area 40 is used to display the EIA reporting information extracted from the EIA documents by the intelligent document review model and / or the process information of reviewing the EIA reporting information. The audit result display area 50 is used to display audit result information, which includes whether the audit result is qualified or unqualified.

[0037] This intelligent review system deconstructs and analyzes environmental impact assessment (EIA) documents, correcting and reviewing their consistency and rationality. This includes report compliance review (site selection rationality, category accuracy, and the appropriateness of EIA personnel and institutions) and textual standardization review (analyzing each chapter). For example, it automatically identifies logical contradictions in key factors within the EIA report (such as discrepancies in pollution source emission data) and omissions of industry-specific requirements (such as the identification of new pollutants in chemical projects), generating online compliance review reports, locating problematic chapters, and providing correction suggestions. Specifically, the report compliance review examines the site selection rationality, category accuracy, and the qualifications of EIA personnel and institutions to ensure project compliance. In one embodiment, Geographic Information System (GIS) technology is used to quickly determine whether the project site selection meets requirements such as ecological red lines. The textual standardization review examines the basic information of the construction project, engineering analysis, current regional environmental quality, environmental protection objectives and evaluation standards, major environmental impacts, and protection measures, aiming to promptly identify missing or erroneous information. When outputting problem reports, the system analyzes and suggests focusing on the technical content of the EIA documents, providing issues or suggestions for improvement.

[0038] The intelligent review method disclosed in this application first loads the environmental impact assessment (EIA) document to be reviewed and loads review rules according to the type of the EIA document; then, it extracts the directory of the EIA document and displays the content of the EIA document according to the page order of the directory; next, it applies a preset intelligent document review model to review the EIA document; finally, it displays the review results through a human-computer interaction interface. The human-computer interaction interface includes a basic information display area, an original document content display area, a document directory display area, a review log display area, and a review result display area. Because the application of the intelligent document review model leads or assists in the review of EIA documents, it standardizes the review content of EIA documents while improving the efficiency and quality of EIA document review.

[0039] Those skilled in the art will understand that all or part of the functions of the various methods in the above embodiments can be implemented by hardware or by computer programs. When all or part of the functions in the above embodiments are implemented by computer programs, the program can be stored in a computer-readable storage medium, which may include: read-only memory, random access memory, disk, optical disk, hard disk, etc., and the program is executed by a computer to achieve the above functions. For example, the program can be stored in the memory of a device, and when the program in the memory is executed by the processor, all or part of the above functions can be achieved. In addition, when all or part of the functions in the above embodiments are implemented by computer programs, the program can also be stored in a server, another computer, disk, optical disk, flash drive, or external hard drive, etc., and can be downloaded or copied to the memory of a local device, or the system of the local device can be updated. When the program in the memory is executed by the processor, all or part of the functions in the above embodiments can be achieved.

[0040] The above examples illustrate the present invention only to aid in understanding it and are not intended to limit the scope of the invention. Those skilled in the art can make various simple deductions, modifications, or substitutions based on the principles of this invention.

Claims

1. An intelligent review method for environmental impact assessment (EIA) document review, characterized in that, include: Load the environmental impact assessment documents pending review; Obtain the type of the environmental impact assessment (EIA) document and load the review rules according to the type of the EIA document; the types of the EIA document include environmental impact report and / or environmental impact statement. Extract the table of contents of the environmental impact assessment (EIA) document and display the contents of the EIA document in a preset human-computer interaction interface according to the page order of the table of contents. The human-computer interaction interface includes a basic information display area, an original document content display area, and a document directory display area. The basic information display area is used to identify and display the name, construction nature, type, and / or project application category of the EIA document. The document directory display area is used to display the table of contents information of the EIA document. The original document content display area is used to display the original text information of the EIA document corresponding to the currently identified directory. The environmental impact assessment (EIA) document is reviewed using a pre-defined intelligent document review model, and the review results are displayed through a human-computer interaction interface. The human-computer interaction interface also includes a review log display area, which is used to display the compilation information extracted from the EIA document. The human-computer interface also includes an audit result display area for displaying audit result information, which includes qualified and / or unqualified information.

2. The intelligent auditing method as described in claim 1, characterized in that, The loading of review rules based on the type of the environmental impact assessment document includes: The review rules are designed and obtained based on the technical guidelines for the preparation of environmental impact assessment documents and the guidelines for environmental impact assessment, in order to review the format specifications of the environmental impact assessment documents; The process information for reviewing the environmental impact assessment (EIA) information includes reviewing the project content, reviewing the project rules, and / or reviewing the project results.

3. The intelligent auditing method as described in claim 1, characterized in that, The audit result display area is also used to display audit summary information, which includes the number of problems, the number of suspected problems, and / or the number of suggestions after reviewing the content of the environmental impact assessment document. The number of problems is used to identify the number of errors in the environmental impact assessment information in the environmental impact assessment document. The number of suspected problems is used to identify the number of suspected errors in the environmental impact assessment information in the environmental impact assessment document. The number of suggestions is used to identify the number of suggestions for revising or modifying the environmental impact assessment information in the environmental impact assessment document.

4. The intelligent auditing method as described in claim 3, characterized in that, The intelligent document review model reviews the environmental impact assessment document, including: The contents of the environmental impact assessment documents will be displayed and reviewed in the order listed in the directory. Extract the environmental impact assessment (EIA) information from the content of the EIA document displayed in the current original document content display area, and display it in the review log display area; The intelligent document review model is invoked to review the environmental impact assessment information according to the review rules; The audit summary information obtained from the audit will be displayed in the audit results display area.

5. The intelligent auditing method as described in claim 4, characterized in that, Also includes: The directory location information related to the audit summary information is displayed in the file directory display area, and each type of audit summary information corresponds to a directory location information identification method.

6. The intelligent auditing method as described in claim 5, characterized in that, Also includes: When the identified directory location is selected, the original environmental impact assessment document corresponding to the identified directory location is displayed in the original document content display area, and the content information of the problems, suspected problems and / or revision suggestions found in the currently displayed original environmental impact assessment document is displayed in the review log display area.

7. The intelligent auditing method as described in claim 1, characterized in that, The intelligent document review model reviews the environmental impact assessment document, including: The intelligent document review model deconstructs and analyzes the environmental impact assessment (EIA) documents, and reviews their compliance and textual standardization. The compliance review of the EIA documents includes the review of the rationality of the site selection, the accuracy of the category, and / or the rationality of the EIA personnel and institutions. The textual standardization review of the EIA documents includes the review of the basic information of the construction project, the engineering analysis of the construction project, the current status of regional environmental quality, environmental protection objectives and evaluation standards, major environmental impacts, and / or protection measures.

8. An intelligent review system for reviewing environmental impact assessment documents, characterized in that, For applying the intelligent auditing method as described in any one of claims 1 to 7, the intelligent auditing system includes an auditing unit and a display unit; The review unit is used to obtain environmental impact assessment documents and review rules, and to review the environmental impact assessment documents using a preset intelligent document review model; The display unit is used to display a preset human-computer interaction interface; the human-computer interaction interface includes a basic information display area, an original document content display area, a file directory display area, an audit log display area, and an audit result display area; The basic information display area is used to identify and display the name, construction nature, type, and / or project application category of the environmental impact assessment (EIA) document; the document directory display area is used to display the directory information of the EIA document; the original document content display area is used to display the original text information of the EIA document corresponding to the currently selected directory location; the review log display area is used to display the EIA reporting information extracted from the EIA document by the document intelligent review model and / or the process information of reviewing the EIA reporting information; the review result display area is used to display the review result information, which includes qualified or unqualified information.

9. A computer-readable storage medium, characterized in that, The medium stores a computer program that can be executed by a processor to implement the intelligent auditing method as described in any one of claims 1 to 7.

10. A computer program product comprising a computer program and / or instructions, characterized in that, When the computer program and / or instructions are executed by the processor, they implement the intelligent auditing method according to any one of claims 1 to 7.

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