Environment intelligent monitoring question and answer platform and method

Abstract

The invention discloses an environment intelligent monitoring question-answering platform and method. The environment intelligent monitoring question-answering platform comprises a platform server and an interaction terminal provided with a display unit. The display unit is used for displaying a human-computer interaction interface, the human-computer interaction interface comprises a question input area and a question reply area, the question input area is used for inputting environment monitoring inquiry information containing consultation inquiry information related to environment monitoring, and the question reply area is used for displaying reply content of reply information corresponding to the environment monitoring inquiry information. Wherein the platform server replies the environment monitoring inquiry information by applying an AI inquiry interaction model. The environment intelligent monitoring question-answering platform can be used as an interaction platform for feedback of environmental monitoring data questions, so that quick, convenient, flexible and professional answers can be obtained when consultation inquiry related to environmental monitoring data literatures needs to be carried out.

Description

Technical Field

[0001] This application relates to the field of environmental intelligent service platform technology, specifically to an environmental intelligent monitoring question-and-answer platform and method. Background Technology

[0002] Understanding environmental monitoring data is an important way to monitor the surrounding environment, such as air quality, water quality, noise, and other environmental parameters. Currently, there are ways to query environmental monitoring data, including official authoritative platforms (official websites of ecological and environmental departments, such as Weather.com and the meteorological bureau's website), third-party applications (apps related to weather and / or maps), and databases of environmental research departments. Official authoritative platforms and third-party applications generally only provide environmental monitoring data for short periods and limited projects, while databases of environmental research departments can only be accessed by internal researchers. When it comes to corporate environmental behavior or broad environmental information queries, there are no better ways to query such data. Summary of the Invention

[0003] The main technical problem addressed in this application is how to apply AI mathematical models to provide an interactive consultation platform for environmental monitoring data-related issues.

[0004] According to the first aspect, one embodiment provides an intelligent environmental monitoring question-and-answer platform, including a platform server and an interactive terminal equipped with a display unit; The display unit is used to display a human-computer interaction interface, which includes a question input area and a question response area. The question input area is used to input environmental monitoring inquiry information, and the question response area is used to display response content, which is the reply information corresponding to the environmental monitoring inquiry information. The environmental monitoring inquiry information includes consultation and inquiry information related to environmental monitoring data. The interactive terminal forwards the environmental monitoring query information entered in the question input area to the platform server; The platform server uses a preset AI query interaction model to respond to the environmental monitoring query information and sends the response content to the interactive terminal for display in the question response area through the interactive terminal; The process by which the AI ​​query interaction model responds to the environmental monitoring query information includes: Determine the query type of the environmental monitoring inquiry information; The environmental monitoring inquiry information is analyzed according to the inquiry type to obtain the key information contained in the environmental monitoring inquiry information; Generate a data query instruction based on each of the key pieces of information; The data query command is executed in a preset environmental monitoring database to obtain query result data; The response content is generated based on the query results.

[0005] In one embodiment, the inquiry types include questions related to environmental historical data, questions related to environmental formula calculations, and / or questions related to environmental regulations; The environmental monitoring database includes historical environmental monitoring data, environmental regulations and / or a set of environmental parameter calculation formulas; the historical environmental monitoring data is used to answer questions about the historical environmental data, the environmental regulations and documents are used to answer questions about environmental regulations, and the set of environmental parameter calculation formulas is used to answer questions about environmental formula calculations.

[0006] In one embodiment, the platform server is further configured to send process information during the response to the environmental monitoring inquiry to the interactive terminal for display in the question response area via the interactive terminal; When displaying the process information, it is displayed sequentially according to the execution order of the response process.

[0007] In one embodiment, the interactive terminal is further configured to respond to a preset parameter setting request by specifying or revising response parameter information; the response parameter information includes the query type of the environmental monitoring query information, the key information contained in the environmental monitoring query information, and / or the data query instruction; The platform server responds to the environmental monitoring inquiry information based on the set or revised response parameter information.

[0008] In one embodiment, the human-computer interaction interface further includes an inquiry assistance area, which is used to display an example of the inquiry format for the environmental monitoring inquiry information; The inquiry assistance area is also used to recommend and display at least one inquiry example of the environmental monitoring inquiry based on the environmental monitoring inquiry information that has been answered in the past. The interactive terminal is also used to respond to a preset inquiry selection instruction and input the environmental monitoring inquiry information, which is displayed in the inquiry assistance area as an example of an inquiry, into the question input area.

[0009] In one embodiment, the question response area displays the response content according to the display method included in the environmental monitoring inquiry information; wherein, the display method includes tabular display, graphical display, text display, dashboard display, and / or interactive display; the interactive display is to display the information source information in the response information in response to user interaction request instructions, analyze the response information using preset multidimensional data analysis tools, and / or edit the response information; wherein, editing the response information includes importing and exporting, filtering, revising, and / or evaluating the rationality of the response information.

[0010] In one embodiment, the process of the AI ​​query interaction model responding to the environmental monitoring query information further includes: The AI ​​query interaction model is further used to associate the currently responded environmental monitoring query information with the previously responded environmental monitoring query information, and use the associated response information as the reply content; wherein, the association methods include context-preserving association, semantic association, structured association, temporal association, hybrid association, and / or intent prediction association. According to a second aspect, one embodiment provides an environmental intelligent monitoring question-and-answer method for application to the environmental intelligent monitoring question-and-answer platform as described in the first aspect, the environmental intelligent monitoring question-and-answer method comprising: Obtain environmental monitoring inquiry information from the question input area in the human-computer interaction interface; the environmental monitoring information includes consultation and inquiry information related to environmental monitoring data; A preset AI query interaction model is used to answer the environmental monitoring query information, and the response content is displayed in the question response area of ​​the human-computer interaction interface; The process by which the AI ​​query interaction model responds to the environmental monitoring query information includes: Determine the query type of the environmental monitoring inquiry information; The environmental monitoring inquiry information is analyzed according to the inquiry type to obtain the key information contained in the environmental monitoring inquiry information; Generate a data query instruction based on each of the key pieces of information; The data query command is executed in a preset environmental monitoring database to obtain query result data; The response content is generated based on the query results.

[0011] 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 environmental intelligent monitoring question-and-answer method as described in the second aspect.

[0012] 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 environmental intelligent monitoring question-and-answer method as described in the second aspect.

[0013] The environmental intelligent monitoring question-and-answer platform according to the above embodiments can serve as an interactive platform for feedback on environmental monitoring data-related questions, enabling quick, convenient, flexible, and professional answers when inquiries are required regarding environmental monitoring data and related literature. Attached Figure Description

[0014] Figure 1This is a schematic diagram of the structure of an environmental intelligent monitoring question-and-answer platform in one embodiment; Figure 2 This is a schematic diagram of a human-computer interaction interface in one embodiment; Figure 3 This is a schematic diagram of the AI ​​query interaction model's response process in one embodiment; Figure 4 This is an example diagram illustrating the analysis of requirements during the response process; Figure 5 This is a sample diagram illustrating the SQL generated during the response process; Figure 6 This is an example diagram illustrating the generation of responses during the reply process; Figure 7 This is a flowchart illustrating an environmental intelligent monitoring question-and-answer method in one embodiment. Detailed Implementation

[0015] 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.

[0016] 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.

[0017] 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).

[0018] Answering questions related to environmental monitoring involves fundamental knowledge of environmental monitoring, standards and methods, air quality monitoring, water quality monitoring, soil monitoring, noise monitoring, monitoring technologies and equipment, and environmental monitoring policies and regulations. Even professional environmental management personnel may not be able to provide quick and accurate answers. For example, the environmental aspects of opening a KTV establishment in a residential community are very complex, including environmental impact assessments, noise pollution control, and discharge permits. Environmental impact assessments require commissioning a qualified environmental monitoring agency to prepare reports and registration forms, submitting various qualification materials to the local ecological and environmental bureau, and following the bureau's approval process. Noise pollution control requires implementing noise-reducing renovations to meet local social noise emission standards. Discharge permits require discharge ratings and licenses. Operators of KTV establishments often find themselves at a loss when dealing with environmental monitoring matters, necessitating an interactive platform for consulting on environmental monitoring issues to answer various related questions.

[0019] The environmental intelligent monitoring question-and-answer platform disclosed in this application can serve as an interactive platform for environmental monitoring data feedback, enabling quick, convenient, flexible, and professional answers when consulting or inquiring about environmental monitoring data and related documents in production and daily life.

[0020] Example 1: Please refer to Figure 1 This is a schematic diagram of the structure of an environmental intelligent monitoring question-and-answer platform in one embodiment. The platform includes a platform server 100 and an interactive terminal 200 equipped with a display unit. The display unit 200 is used to display a human-computer interaction interface, through which the user 300 interacts with the platform to inquire about environmental monitoring issues. Please refer to... Figure 2 This is a schematic diagram of a human-computer interaction interface in one embodiment. The human-computer interaction interface 10 includes a question input area 20 and a question response area 30. The question input area 20 is used to input environmental monitoring inquiry information, and the question response area 30 is used to display the response content, which is the reply information corresponding to the environmental monitoring inquiry information. The environmental monitoring inquiry information includes consultation and inquiry information related to environmental monitoring data. The interactive terminal 200 forwards the environmental monitoring inquiry information input in the question input area 20 to the platform server 100. The platform server 100 applies a preset AI inquiry interaction model to reply to the environmental monitoring inquiry information and sends the reply content to the interactive terminal 200 for display in the question response area 30.

[0021] Please refer to Figure 3 This is a flowchart illustrating the response process of an AI query interaction model in one embodiment. The specific process of the AI ​​query interaction model responding to environmental monitoring queries includes: Step 101: Analyze requirements.

[0022] The AI-powered inquiry interaction model determines the type of inquiry received from environmental monitoring inquiries and invokes or activates the corresponding search tool or search mode based on the inquiry type. In one embodiment, the inquiry types include questions related to historical environmental data, environmental formula calculations, and / or environmental regulations.

[0023] Step 102, analyze the problem.

[0024] Based on the inquiry type, analyze the environmental monitoring inquiry information to obtain the key information contained in the environmental monitoring inquiry information.

[0025] Step 103: Generate SQL.

[0026] Generate data query instructions based on each key piece of information.

[0027] Step 104: Query data.

[0028] A data query command is executed in a pre-defined environmental monitoring database to obtain query results. In one embodiment, the environmental monitoring database includes historical environmental monitoring data, environmental regulations and / or a set of environmental parameter calculation formulas. Historical environmental monitoring data is used to answer questions about historical environmental data, environmental regulations and documents are used to answer questions about environmental regulations, and the set of environmental parameter calculation formulas is used to answer questions about environmental formula calculations.

[0029] Step 105: Generate a response.

[0030] Generate response content based on the query results.

[0031] In one embodiment, the platform server 100 is further configured to send process information during the response to environmental monitoring inquiries to the interactive terminal 200 for display in the question response area 30 via the interactive terminal 200. In one embodiment, the process information is displayed sequentially according to the execution order of the response process.

[0032] Please refer to Figure 4 , Figure 5 and Figure 6 These are example diagrams illustrating the process of analyzing requirements, generating SQL, and generating responses during the reply process.

[0033] In one embodiment, the interactive terminal 200 is further configured to respond to a preset parameter setting request by specifying or revising parameter information. For example... Figure 5As shown, if a user needs to modify the query content, they can directly edit and modify the process display content in the question response area 30 on the display area page. The AI ​​query interaction model will respond according to the edited and revised content. That is, the platform server responds to the environmental monitoring query information based on the set or revised response parameter information. For example, the parameters of the SQL command can be directly modified. Among them, the response parameter information includes the query type of the environmental monitoring query information, the key information contained in the environmental monitoring query information, the data query command and / or the environmental monitoring database to be queried.

[0034] like Figure 5 As shown, the human-computer interaction interface also includes an inquiry assistance area 40, which is used to display inquiry format examples for environmental monitoring inquiry information. The inquiry assistance area 40 is also used to recommend and display inquiry examples of at least one environmental monitoring inquiry based on historically answered environmental monitoring inquiry information. In one embodiment, the interactive terminal is further used to respond to a preset inquiry selection instruction by inputting one type of environmental monitoring inquiry information displayed as an inquiry example in the inquiry assistance area 40 into the question input area.

[0035] like Figure 6 As shown, the question response area 30 displays the response content according to the display methods included in the environmental monitoring inquiry information. These display methods include tabular display, graphical display, text display, dashboard display, and / or interactive display. Interactive display involves responding to user interaction requests by displaying the source information in the response, applying preset multidimensional data analysis tools to analyze the response, and / or editing the response.

[0036] In one embodiment, editing response information includes importing / exporting, filtering, revising, and / or evaluating the reasonableness of the response information, for example... Figure 6 The terms "Correct Answer", "Uncertain", and "Irrelevant Answer" shown represent the assessment of the reasonableness of the response information.

[0037] In one embodiment, the process of the AI ​​query interaction model responding to environmental monitoring queries further includes: The AI-powered inquiry interaction model also associates the current response to environmental monitoring inquiries with previously responded environmental monitoring inquiries, and uses the associated response as the reply content. The association methods include context-preserving association, semantic association, structured association, temporal association, hybrid association, and / or intent prediction association.

[0038] The interactive terminals involved in the embodiments of this application include PCs, smart mobile devices, self-service devices, commercial display terminals, and / or smart home terminals. In one embodiment, the platform server is implemented using a cloud server.

[0039] Please refer to Figure 7This is a flowchart illustrating an environmental intelligent monitoring question-and-answer method in one embodiment. In another embodiment of this application, an environmental intelligent monitoring question-and-answer method is also disclosed, applicable to the environmental intelligent monitoring question-and-answer platform described above. This environmental intelligent monitoring question-and-answer method includes: Step 201: Obtain environmental monitoring inquiry information.

[0040] The environmental monitoring inquiry information can be obtained from the question input area in the human-computer interaction interface. The environmental monitoring inquiry information includes consultation and inquiry information related to environmental monitoring data.

[0041] Step 202: Response information is displayed.

[0042] A pre-defined AI query interaction model is used to respond to environmental monitoring inquiries, and the response is displayed in the question response area of ​​the human-computer interaction interface.

[0043] The process by which the AI ​​query interaction model responds to queries is illustrated in the following example. Figure 3 The AI ​​query interaction model response process is shown below.

[0044] In one embodiment, the interactive platform establishes a specialized database for environmental monitoring data management issues. This database is built and maintained based on differences in regional policies and regulations, successful processes of similar environmental monitoring cases from different regions at different times, and newly updated or published regulations from authoritative websites. This provides a fast, accurate, and professional interactive platform for users requiring answers to environmental monitoring inquiries. In addition to providing a professional platform for environmental monitoring data feedback, the interactive platform disclosed in this application also supports the independent creation of original databases and allows for the customization of question and answer parameters (allowing for editing and modification of the displayed content) to meet the personalized needs of different users.

[0045] The environmental intelligent monitoring question-and-answer platform disclosed in this application includes a platform server and an interactive terminal equipped with a display unit. The display unit shows the human-computer interaction interface, which includes a question input area and a question response area. The question input area is used to input environmental monitoring inquiries related to environmental monitoring, and the question response area displays the corresponding responses. The platform server uses an AI-based question-and-answer model to answer environmental monitoring inquiries. Because the environmental intelligent monitoring question-and-answer platform can serve as an interactive platform for feedback on environmental monitoring data-related questions, it provides fast, convenient, flexible, and professional answers when inquiries are required regarding environmental monitoring data and related literature.

[0046] 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.

[0047] 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 environmental monitoring question-and-answer platform, characterized in that, This includes a platform server and an interactive terminal equipped with a display unit; The display unit is used to display a human-computer interaction interface, which includes a question input area and a question response area. The question input area is used to input environmental monitoring inquiry information, and the question response area is used to display response content, which is the reply information corresponding to the environmental monitoring inquiry information. The environmental monitoring inquiry information includes consultation and inquiry information related to environmental monitoring data. The interactive terminal forwards the environmental monitoring query information entered in the question input area to the platform server; The platform server uses a preset AI query interaction model to respond to the environmental monitoring query information and sends the response content to the interactive terminal for display in the question response area through the interactive terminal; The process by which the AI ​​query interaction model responds to the environmental monitoring query information includes: Determine the query type of the environmental monitoring inquiry information; The environmental monitoring inquiry information is analyzed according to the inquiry type to obtain the key information contained in the environmental monitoring inquiry information; Generate a data query instruction based on each of the key pieces of information; The data query command is executed in a preset environmental monitoring database to obtain query result data; The response content is generated based on the query results.

2. The environmental intelligent monitoring question-and-answer platform as described in claim 1, characterized in that, The types of inquiries include questions related to historical environmental data, environmental formula calculations, and / or environmental regulations. The environmental monitoring database includes historical environmental monitoring data, environmental regulations and / or a set of environmental parameter calculation formulas; the historical environmental monitoring data is used to answer questions about the historical environmental data, the environmental regulations and documents are used to answer questions about the environmental regulations, and the set of environmental parameter calculation formulas is used to answer questions about environmental formula calculations.

3. The environmental intelligent monitoring question-and-answer platform as described in claim 1, characterized in that, The platform server is also used to send process information during the response to the environmental monitoring inquiry to the interactive terminal, so that it can be displayed in the question response area through the interactive terminal; When displaying the process information, it is displayed sequentially according to the execution order of the response process.

4. The environmental intelligent monitoring question-and-answer platform as described in claim 3, characterized in that, The interactive terminal is also used to respond to a preset parameter setting request to specify setting or revising response parameter information; the response parameter information includes the query type of the environmental monitoring query information, the key information contained in the environmental monitoring query information and / or the data query instruction; The platform server responds to the environmental monitoring inquiry information based on the set or revised response parameter information.

5. The environmental intelligent monitoring question-and-answer platform as described in claim 1, characterized in that, The human-computer interaction interface also includes an inquiry assistance area, which is used to display examples of inquiry formats for the environmental monitoring inquiry information. The inquiry assistance area is also used to recommend and display at least one inquiry example of the environmental monitoring inquiry based on the environmental monitoring inquiry information that has been answered in the past. The interactive terminal is also used to respond to a preset inquiry selection instruction and input the environmental monitoring inquiry information, which is displayed in the inquiry assistance area as an example of an inquiry, into the question input area.

6. The environmental intelligent monitoring question-and-answer platform as described in claim 1, characterized in that, The question response area displays the response content according to the display method included in the environmental monitoring inquiry information; wherein, the display method includes tabular display, graphical display, text display, dashboard display and / or interactive display; the interactive display is to display the information source information in the response information in response to user interaction request instructions, analyze the response information using preset multidimensional data analysis tools and / or edit the response information; wherein, editing the response information includes importing and exporting, filtering, revising and / or evaluating the rationality of the response information.

7. The environmental intelligent monitoring question-and-answer platform as described in claim 1, characterized in that, The process by which the AI ​​query interaction model responds to the environmental monitoring query information also includes: The AI ​​query interaction model is also used to associate the currently answered environmental monitoring query information with the previously answered environmental monitoring query information, and use the associated answer information as the reply content; wherein, the association methods include context-maintaining association, semantic association, structured association, temporal association, hybrid association and / or intent prediction association.

8. An intelligent environmental monitoring question-and-answer method, characterized in that, For use in an environmental intelligent monitoring question-and-answer platform as described in any one of claims 1 to 7, the environmental intelligent monitoring question-and-answer method includes: Obtain environmental monitoring inquiry information from the question input area in the human-computer interaction interface; the environmental monitoring information includes consultation and inquiry information related to environmental monitoring data; A preset AI query interaction model is used to answer the environmental monitoring query information, and the response content is displayed in the question response area of ​​the human-computer interaction interface; The process by which the AI ​​query interaction model responds to the environmental monitoring query information includes: Determine the query type of the environmental monitoring inquiry information; The environmental monitoring inquiry information is analyzed according to the inquiry type to obtain the key information contained in the environmental monitoring inquiry information; Generate a data query instruction based on each of the key pieces of information; The data query command is executed in a preset environmental monitoring database to obtain query result data; The response content is generated based on the query results.

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 environmental intelligent monitoring question-and-answer method as described in claim 8.

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 environmental intelligent monitoring question-and-answer method as described in claim 8.

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