A one-stop processing method for enterprise procedures based on the innovation and entrepreneurship service platform

Through the human-computer interaction page of the innovation and entrepreneurship service platform, a knowledge graph is generated, which solves the problem of inefficient procedures for entrepreneurs when starting a business, and realizes one-stop acquisition of enterprise procedures information and improves entrepreneurship efficiency.

CN119692946BActive Publication Date: 2025-09-05BEIJING INFORMATION SCI & TECH UNIV
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Patent Information

Application Number
CN202411867533.X
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2024-12-18
Publication Date
2025-09-05
Estimated Expiration
2044-12-18

AI Technical Summary

Technical Problem

When starting a business, entrepreneurs face inefficient procedures and cannot obtain comprehensive enterprise procedures and handle one-stop services, resulting in reduced entrepreneurship efficiency.

Method used

Through the human-computer interactive service page of the innovation and entrepreneurship service platform, one-stop enterprise procedures are provided to generate a knowledge graph, including enterprise types, subtypes, to-do procedures, attribute information and association relationships, realizing one-stop information collection and customized services.

Benefits of technology

It improves the efficiency of enterprise procedures, saves entrepreneurs' time to screen information, provides comprehensive and accurate procedures, and improves entrepreneurial efficiency.

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Abstract

The present application provides a one-stop processing method for enterprise procedures based on an innovation and entrepreneurship service platform. In response to the selection instruction of the enterprise procedure processing service module displayed on the human-computer interaction service page of the innovation and entrepreneurship service platform, multiple enterprise types are displayed; in response to the selection instruction for any enterprise type, multiple enterprise subtypes of the selected target enterprise type are displayed; in response to the selection instruction for any enterprise subtype, multiple pending procedures corresponding to the target enterprise subtype are displayed on the human-computer interaction service page according to the correspondence between the enterprise subtype and the pending procedures, and the user is prompted to select the pending procedures; in response to the selection instruction for multiple pending procedures, the selected target pending procedures are determined, and the service code and knowledge graph of this enterprise procedure processing service are generated. The present application can solve the problem of enterprise procedure processing in a one-stop manner through the human-computer interaction service page with the establishment of an enterprise as the starting point, thereby improving the efficiency of enterprise procedure processing.
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Description

Technical Field

[0001] The present application relates to the field of computer technology, and in particular to a one-stop processing method for enterprise procedures based on an innovation and entrepreneurship service platform. Background Art

[0002] When entrepreneurs set up high-tech small and medium-sized enterprises, especially when they set up a business for the first time, they are usually more confused about what procedures are needed to set up a business than technical issues. This will cause entrepreneurs to spend more time and energy studying the relevant matters of the procedures, resulting in low efficiency in the procedures, which in turn reduces the entrepreneur's entrepreneurial efficiency.

[0003] In order to create a good business environment, local governments’ government service platforms will publicly disclose information such as the materials needed to prepare for the procedures, the conditions for acceptance, the time limit required for processing, etc. Generally, the government service platforms provide the processing entrances for each procedure in different categories. After clicking the processing entrance, the corresponding procedure processing prompt information will pop up. However, this information is relatively scattered for starting a business. Entrepreneurs need to understand what procedures need to be handled before they can make targeted inquiries, and they need to inquire one by one from the perspective of starting a business. It does not start from the perspective of starting a business, and does not provide one-stop comprehensive procedure processing services for starting a business based on the enterprise.

[0004] Therefore, it is particularly important to provide enterprises with one-stop comprehensive procedural processing services starting from the establishment of a business. Summary of the Invention

[0005] In view of this, the purpose of the embodiment of this application is to provide a one-stop method for handling corporate procedures based on an innovation and entrepreneurship service platform, which can take the establishment of a business as the starting point, solve the problems of handling corporate procedures in one stop through a human-computer interaction service page, and improve the efficiency of handling corporate procedures.

[0006] In a first aspect, an embodiment of the present application provides a one-stop method for handling enterprise formalities based on an innovation and entrepreneurship service platform, the method comprising:

[0007] Displaying multiple enterprise service modules through the human-computer interaction service page of the innovation and entrepreneurship service platform; the enterprise service modules at least include an enterprise formalities handling service module;

[0008] In response to a first selection instruction for the enterprise procedure handling service module, a plurality of enterprise types are displayed; in response to a second selection instruction for any one of the plurality of enterprise types, a plurality of enterprise subtypes of the selected target enterprise type are displayed; different enterprise subtypes require different procedures;

[0009] In response to a third selection instruction for any one of the plurality of enterprise subtypes, obtaining, based on a correspondence between enterprise subtypes and pending procedures, a plurality of pending procedures corresponding to the selected target enterprise subtype, displaying the plurality of pending procedures on the human-computer interaction service page, and simultaneously displaying a prompt message prompting the user to select a pending procedure;

[0010] In response to a fourth selection instruction for the plurality of pending procedures, determining a selected target pending procedure, generating a service code and a knowledge graph for the current enterprise procedure handling service, and displaying the knowledge graph on the human-computer interaction service page; the nodes of the knowledge graph include a service code node and a target pending procedure node; wherein the service code node is located at a central position and is connected to the target pending procedure node; and the target pending procedure nodes with which there is an associated relationship are connected;

[0011] In response to a fifth selection instruction for the target to-do procedure node, displaying a plurality of attribute information nodes corresponding to the target to-do procedure node on the human-computer interaction service page; and in response to a sixth selection instruction for any attribute information node among the plurality of attribute information nodes, displaying attribute information of the target to-do procedure in an attribute information column on the human-computer interaction service page;

[0012] In response to a seventh selection instruction for a connection line between any two of the target to-do procedure nodes, association information between the two target to-do procedures is displayed in a display area corresponding to the connection line on the human-computer interaction service page.

[0013] In a possible implementation, the attribute information node includes at least a processing time limit node, an acceptance condition node, and a declaration material node; the associated information includes at least the order of procedures;

[0014] In response to the first request instruction for obtaining the total processing time of a procedure, calculating the total processing time of the procedure corresponding to the service code according to the processing time limit of the target pending procedure and the processing order of the associated target pending procedures, and displaying the total processing time of the procedure on the human-computer interaction service page;

[0015] In response to the second request instruction for obtaining all application materials, obtaining the application materials for the target pending procedures, deduplicating the application materials for each target pending procedure, and displaying the names of all deduplicated application materials, a blank form, and a sample form containing prompt information for filling in on the human-computer interactive service page;

[0016] In response to the third request instruction for obtaining all acceptance conditions, the acceptance conditions of the target pending procedures are obtained, and the acceptance conditions of each target pending procedure are deduplicated, and all the deduplicated acceptance conditions are displayed on the human-computer interaction service page.

[0017] In one possible implementation, the method further includes:

[0018] At every first preset time interval, the information source of the attribute information of the pending procedures is traversed, and if the attribute information of the pending procedures has been updated, the attribute information of the pending procedures in the enterprise procedure processing service module is replaced with the updated attribute information.

[0019] In a possible implementation, the enterprise procedure handling service module further includes an error information feedback submodule;

[0020] After every second preset time interval, the unprocessed first feedback information in the error information feedback submodule is obtained; if the first feedback information is true, the data in the enterprise procedure processing service module is updated based on the first feedback information, and the first feedback information is marked as processed and the processing result in the error information feedback submodule; otherwise, the information is marked as error.

[0021] In a possible implementation, the enterprise service module of the innovation and entrepreneurship service platform further includes a message board module;

[0022] Select high-value message information based on the number of reads, likes, and replies of the message information in the message board module;

[0023] Inputting the extracted enterprise subtype and the prompt word of the second feedback information for the enterprise subtype, and the high-value message information into the large language model to obtain the second feedback information for the enterprise subtype;

[0024] If the second feedback information is true, the data in the enterprise procedure processing service module is updated based on the second feedback information.

[0025] In a possible implementation, the attribute information node includes at least an information source link node; and in response to the eighth selection instruction for the information source link node, the page of the government service platform corresponding to the target pending procedure is jumped to.

[0026] In a possible implementation, different colors are used to display different associated information.

[0027] In a possible implementation, in the knowledge graph, selected nodes and / or connecting lines are highlighted.

[0028] In a possible implementation, in response to the fourth request instruction to output all procedure handling information, a document including all attribute information of the target pending procedure is generated.

[0029] In a second aspect, an embodiment of the present application provides a one-stop enterprise formalities handling device based on an innovation and entrepreneurship service platform, the device comprising:

[0030] A first display module is used to display multiple enterprise service modules through the human-computer interaction service page of the innovation and entrepreneurship service platform; the enterprise service modules at least include an enterprise formalities handling service module;

[0031] a second display module for displaying a plurality of enterprise types in response to a first selection instruction for the enterprise procedure handling service module; and for displaying a plurality of enterprise subtypes of the selected target enterprise type in response to a second selection instruction for any one of the plurality of enterprise types; different enterprise subtypes require different procedures;

[0032] a pending procedure acquisition module, configured to respond to a third selection instruction for any one of the plurality of enterprise subtypes and, based on a correspondence between enterprise subtypes and pending procedures, acquire a plurality of pending procedures corresponding to the selected target enterprise subtype;

[0033] a third display module, configured to display a plurality of pending procedures corresponding to the selected target enterprise subtype on the human-computer interaction service page, and simultaneously display prompt information prompting the user to select the pending procedure;

[0034] A service code and knowledge graph generation module is configured to respond to a fourth selection instruction for the plurality of pending procedures, determine a selected target pending procedure, and generate a service code and knowledge graph for the current enterprise procedure handling service; the nodes of the knowledge graph include a service code node and a target pending procedure node; wherein the service code node is located at a central position and is connected to the target pending procedure node; and the target pending procedure nodes with which there is an associated relationship are connected;

[0035] A fourth display module, configured to display the knowledge graph on the human-computer interaction service page;

[0036] a fifth display module configured to, in response to a fifth selection instruction for the target to-do procedure node, display a plurality of attribute information nodes corresponding to the target to-do procedure node on the human-computer interaction service page; and, in response to a sixth selection instruction for any attribute information node among the plurality of attribute information nodes, display attribute information of the target to-do procedure in an attribute information column on the human-computer interaction service page;

[0037] The sixth display module is configured to respond to a seventh selection instruction for a connection line between any two of the target to-do procedure nodes and display association information between the two target to-do procedures in a display area corresponding to the connection line on the human-computer interaction service page.

[0038] The embodiment of the present application provides a one-stop processing method for enterprise procedures based on an innovation and entrepreneurship service platform, which is based on the full range of enterprise procedures and the entire process, and provides one-stop processing services for various types of enterprises through a human-computer interaction service page. According to the current progress of the entrepreneur's procedures, a knowledge graph containing the entrepreneur's unprocessed procedures is generated. When different entrepreneurs handle the procedures of the same enterprise sub-type, the generated knowledge graphs may be different. The procedure processing prompt information is tailored for the entrepreneur, and the prompt information is more accurate, which can save the entrepreneur's time in screening information and improve the efficiency of the procedure processing; the knowledge graph contains all the prompt information for the procedures, and the procedure processing information is obtained in one stop through the human-computer interaction service page, which saves the time of collecting information and further improves the efficiency of the procedure processing.

[0039] In order to make the above-mentioned objects, features and advantages of the present application more obvious and easy to understand, preferred embodiments are given below and described in detail with reference to the accompanying drawings. BRIEF DESCRIPTION OF THE DRAWINGS

[0040] In order to more clearly illustrate the technical solutions of the embodiments of the present application, the following is a brief introduction to the drawings required for use in the embodiments. It should be understood that the following drawings only show certain embodiments of the present application and therefore should not be regarded as limiting the scope. For ordinary technicians in this field, other relevant drawings can be obtained based on these drawings without creative work.

[0041] Figure 1 A flowchart of a one-stop enterprise formalities handling method based on an innovation and entrepreneurship service platform provided by an embodiment of the present application is shown;

[0042] Figure 2 One of the knowledge graph schematic diagrams provided in an embodiment of the present application is shown;

[0043] Figure 3 The second schematic diagram of the knowledge graph provided by the embodiment of the present application is shown;

[0044] Figure 4 The third schematic diagram of the knowledge graph provided by the embodiment of the present application is shown;

[0045] Figure 5 The fourth schematic diagram of the knowledge graph provided by the embodiment of the present application is shown;

[0046] Figure 6 A flowchart showing data updating in a procedure handling service module provided in an embodiment of the present application is shown;

[0047] Figure 7 A structural diagram of a one-stop enterprise procedure handling device based on an innovation and entrepreneurship service platform provided in an embodiment of the present application is shown. DETAILED DESCRIPTION

[0048] In order to make the purpose, technical solutions and advantages of the embodiments of the present application clearer, the technical solutions in the embodiments of the present application will be clearly and completely described below in conjunction with the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, rather than all the embodiments. The components of the embodiments of the present application generally described and shown in the drawings here can be arranged and designed in various different configurations. Therefore, the following detailed description of the embodiments of the present application provided in the drawings is not intended to limit the scope of the application for protection, but merely represents the selected embodiments of the present application. Based on the embodiments of the present application, all other embodiments obtained by those skilled in the art without making creative work are within the scope of protection of this application.

[0049] At present, when entrepreneurs set up high-tech small and medium-sized enterprises, especially when they set up a business for the first time, they are usually more at a loss as to what procedures are needed to set up a business than technical issues. This will cause entrepreneurs to spend more time and energy studying the relevant matters of the procedures, resulting in low efficiency in the procedures, which in turn reduces the entrepreneur's entrepreneurial efficiency.

[0050] In order to create a good business environment, local governments’ government service platforms will publicly disclose information such as the materials needed to prepare for the procedures, the conditions for acceptance, the time limit required for processing, etc. Generally, the government service platforms provide the processing entrances for each procedure in different categories. After clicking the processing entrance, the corresponding procedure processing prompt information will pop up. However, this information is relatively scattered for starting a business. Entrepreneurs need to understand what procedures need to be handled before they can make targeted inquiries, and they need to inquire one by one from the perspective of starting a business. It does not start from the perspective of starting a business, and does not provide one-stop comprehensive procedure processing services for starting a business based on the enterprise.

[0051] Therefore, it is particularly important to provide businesses with a comprehensive, one-stop service for handling all business formalities through a user-friendly interface. Technology business incubators are service organizations that foster and support high-tech SMEs. They aim to provide a range of services and support to newly established technology-based SMEs, reducing entrepreneurial risks and costs and increasing the success rate. Technology business incubators should also facilitate business start-ups by providing comprehensive, one-stop service for handling formalities, addressing pain points, improving efficiency, and ultimately, boosting the efficiency of entrepreneurship.

[0052] Based on the above problems, the embodiment of the present application provides a one-stop processing method for enterprise procedures based on the innovation and entrepreneurship service platform, which is based on the full range of enterprise procedures and the entire process, and provides one-stop processing services for various types of enterprises. According to the current progress of the entrepreneur's procedures, a knowledge graph containing the entrepreneur's unprocessed procedures is generated. When different entrepreneurs handle the procedures of the same enterprise sub-type, the generated knowledge graphs may be different. The procedure processing prompt information is tailored for the entrepreneur. The prompt information is more accurate, which can save the entrepreneur's time in screening information and improve the efficiency of the procedure processing; the knowledge graph contains all the prompt information for the procedures, and the procedure processing information is obtained in one stop through the human-computer interaction service page, which saves the time of collecting information and further improves the efficiency of the procedure processing.

[0053] The defects in the above solutions are the results obtained by the inventor after practice and careful research. Therefore, the process of discovering the above problems and the solutions proposed by this application for the above problems below should be the contributions made by the inventor to this application during the application process.

[0054] The technical solutions in this application will be clearly and completely described below in conjunction with the drawings in this application. Obviously, the described embodiments are only a part of the embodiments of this application, rather than all of the embodiments. The components of the present application generally described and shown in the drawings here can be arranged and designed in various different configurations. Therefore, the following detailed description of the embodiments of the present application provided in the drawings is not intended to limit the scope of the application for which protection is claimed, but merely represents selected embodiments of the present application. Based on the embodiments of the present application, all other embodiments obtained by those skilled in the art without making creative work are within the scope of protection of this application.

[0055] See also Figure 1 As shown, Figure 1 A flowchart of a one-stop enterprise formalities handling method based on an innovation and entrepreneurship service platform provided in an embodiment of the present application, the method comprising the following steps:

[0056] S101. Display multiple enterprise service modules through the human-computer interaction service page of the innovation and entrepreneurship service platform; the enterprise service modules at least include an enterprise procedure processing service module.

[0057] In the embodiments of the present application, the innovation and entrepreneurship service platform can be logged in using an internet terminal such as a smartphone or computer, or using a non-internet terminal that has downloaded all the operating data. Platform developers can create and modify the operating data of the innovation and entrepreneurship service platform, and platform users can log in to the innovation and entrepreneurship service platform to query information. Different enterprise service modules can be set up in the innovation and entrepreneurship service platform to provide different services to platform users. The enterprise formalities processing service module is one of the enterprise service modules. In the enterprise formalities processing service module, a full range of full-process formalities processing services are provided to enterprises. Through the human-computer interaction service page, information exchange between platform users and the platform is realized, and formalities query services are provided to platform users, making it easier for platform users to complete formalities efficiently.

[0058] S102. In response to a first selection instruction for the enterprise procedure handling service module, multiple enterprise types are displayed; in response to a second selection instruction for any enterprise type among the multiple enterprise types, multiple enterprise subtypes of the selected target enterprise type are displayed; different enterprise subtypes require different procedures.

[0059] In an embodiment of the present application, a platform user chooses to enter the enterprise procedure processing service module, generating a first selection instruction. Here, when selecting different objects, the selection instructions are distinguished by "first" and "second". In response to the first selection instruction, multiple enterprise types are displayed, such as education, new energy, and chemical industries. The platform user selects a certain enterprise type, generating a second selection instruction. In response to the second selection instruction, multiple enterprise subtypes are displayed. For example, the enterprise subtypes of the new energy category include electric vehicle manufacturing, wind turbine blade manufacturing, photovoltaic panel manufacturing, etc. Enterprises belonging to the same enterprise subtype have exactly the same procedures to handle, while enterprises belonging to different enterprise subtypes may have different procedures to handle. For example, the procedures required for an enterprise belonging to enterprise subtype 1 include: Procedure 1, Procedure 2, and Procedure 3; the procedures required for an enterprise belonging to enterprise subtype 2 include: Procedure 1, Procedure 2, Procedure 4, and Procedure 5.

[0060] The classification method for enterprise types and enterprise subtypes is as follows: In practice, there are many existing enterprise type classification results, referred to here as "existing enterprise types." Multiple existing enterprise types are obtained, and existing enterprise types with the same procedures are classified into the same enterprise subtype. If two existing enterprise types require different procedures, they are classified into different enterprise subtypes. This results in multiple enterprise subtypes. The large number of enterprise subtypes makes it inconvenient for platform users to query. Therefore, the enterprise subtypes are reorganized and reclassified, and enterprise subtypes with similar business operations are classified into the same enterprise type. For example, according to the existing enterprise type classification results, there are multiple subcategories under the enterprise type category. Enterprise subtypes belonging to the subcategories are classified into the corresponding enterprise types in the major category. Platform users first select the enterprise type and then the enterprise subtype, rather than directly searching from a large number of enterprise subtypes. This can save platform users' search time and improve the efficiency of searching for enterprise subtypes.

[0061] S103. Respond to the third selection instruction for any one of the multiple enterprise subtypes, obtain multiple pending procedures corresponding to the selected target enterprise subtype based on the correspondence between the enterprise subtype and the pending procedures, display the multiple pending procedures on the human-computer interaction service page, and at the same time display prompt information prompting the user to select the pending procedures.

[0062] In an embodiment of the present application, a platform user selects a certain enterprise subtype, generates a third selection instruction, and in response to the third selection instruction, determines the selected enterprise subtype as the target enterprise subtype, and searches for pending procedures corresponding to the target enterprise subtype from the preset correspondence between the enterprise subtype and the pending procedures. The above correspondence indicates which procedures are required to establish an enterprise belonging to a certain enterprise subtype. For example, enterprise subtype 1 corresponds to procedure 1, procedure 2, and procedure 3. This correspondence indicates that a total of three procedures are required to establish a company belonging to enterprise subtype 1, namely procedure 1, procedure 2, and procedure 3; enterprise subtype 2 corresponds to procedure 1, procedure 2, procedure 4, and procedure 5. This correspondence indicates that a total of four procedures are required to establish a company belonging to enterprise subtype 2, namely procedure 1, procedure 2, procedure 4, and procedure 5.

[0063] The platform displays the total number of pending procedures required for each of the target enterprise subtypes, along with prompts for the platform user (i.e., the user) to select which of the pending procedures they wish to complete. For example, the prompt "The following are all the procedures required to establish the target company. Please select the type of procedure that has not yet been completed" may appear. Assuming there are N pending procedures corresponding to the target enterprise subtype, and the platform user selects M pending procedures to complete, then N ≥ M, and the M pending procedures must be included in the N pending procedures.

[0064] S104. Respond to the fourth selection instruction for the multiple pending procedures, determine the selected target pending procedure, generate the service code and knowledge graph of this enterprise procedure processing service, and display the knowledge graph on the human-computer interaction service page; the nodes of the knowledge graph include service code nodes and target pending procedure nodes; wherein, the service code node is in the center position and is connected to the target pending procedure node; the target pending procedure nodes with an associated relationship are connected.

[0065] In an embodiment of the present application, a platform user selects a number of pending procedures from a plurality of pending procedures corresponding to a target enterprise subtype, generates a fourth selection instruction, and in response to the fourth selection instruction, determines the number of pending procedures selected by the platform user as target pending procedures, and generates a service code for the current enterprise procedure handling service. Then, based on the preset association relationship between the target pending procedures and the attribute information of the target pending procedures, a knowledge graph centered on the service code is generated. The knowledge graph includes multiple nodes, each of which corresponds to a node for the service code and the target pending procedure. Connection lines can exist between nodes, with the service code node connecting each target pending procedure node, and the target pending procedure nodes with an associated relationship connecting to each other.

[0066] All pending procedures associated with each business subtype are pre-set, along with their attributes and related information. When generating the knowledge graph, a customized knowledge graph is generated based on the target pending procedures selected by the platform user from among all pending procedures corresponding to a particular business subtype. This results in a higher degree of matching between the knowledge graph and the platform user, making the knowledge graph more practical. Different platform users may receive different knowledge graphs when handling procedures related to the same business subtype. The knowledge graph generated by the platform matches the platform user's current progress in handling the procedure.

[0067] See also Figure 2 As shown, Figure 2 One of the knowledge graph diagrams provided in the embodiment of this application is Figure 2In the figure, AI training No. 1001 is the service code, and procedure 1, procedure 2, procedure 3, procedure 4, and procedure 5 are 5 target to-be-done procedures respectively. The knowledge graph includes 6 nodes, which are the service code node corresponding to AI training No. 1001, and the target to-be-done procedure nodes corresponding to procedures 1, procedure 2, procedure 3, procedure 4, and procedure 5 respectively. 5 connecting lines extend from the service code node, connecting the 5 target to-be-done procedure nodes respectively. There is an association relationship between procedure 1 and procedure 2, and between procedure 3 and procedure 4. The target to-be-done procedure node corresponding to procedure 1 is connected to the target to-be-done procedure node corresponding to procedure 2, and the target to-be-done procedure node corresponding to procedure 3 is connected to the target to-be-done procedure node corresponding to procedure 4.

[0068] Each procedure service has a unique service code, which is incremented by one from the initial number of the enterprise subtype to obtain the service code corresponding to the current procedure service. For example, the service code for the first procedure service of enterprise subtype AI training is AI training No. 0001, the service code for the 32nd procedure service of enterprise subtype AI training is AI training No. 0032, and the service code for the 8th procedure service of enterprise subtype photovoltaic panel manufacturing is photovoltaic panel manufacturing No. 0008.

[0069] S105. In response to the fifth selection instruction for the target to-do procedure node, multiple attribute information nodes corresponding to the target to-do procedure node are displayed on the human-computer interaction service page; in response to the sixth selection instruction for any attribute information node among the multiple attribute information nodes, the attribute information of the target to-do procedure is displayed in the attribute information column of the human-computer interaction service page.

[0070] In the embodiment of the present application, the platform user selects any target pending procedure node and generates a fifth selection instruction. The target pending procedure node has multiple categories of attribute information. In response to the fifth selection instruction, multiple attribute information nodes of the selected target pending procedure node are displayed. Each attribute information node corresponds to a type of attribute information. For example, the attribute information includes three categories: processing time limit, acceptance conditions, and application materials. The processing time limit node, acceptance condition node, and application material node corresponding to the selected target pending procedure node are displayed. Figure 3 As shown, Figure 3 The second knowledge graph diagram provided for the embodiment of the present application responds to the fifth selection instruction of the target pending procedure node corresponding to procedure 2, and displays the processing time limit node, acceptance condition node, and declaration material node.

[0071] The platform user selects any attribute information node, generates a sixth selection instruction, and in response to the sixth selection instruction, displays the attribute information corresponding to the selected attribute information node in the preset attribute information column. Here, the attribute information displayed in the attribute information column is different when the platform user selects different attribute information nodes. Figure 4 As shown, Figure 4 The third knowledge graph diagram provided for the embodiment of the present application responds to the sixth selection instruction for the declaration materials node, and displays the declaration materials (attribute information) in the right box. The declaration materials include: Material 1: name, sample form, empty form; Material 2: name, sample form, empty form; Material 3: name, sample form, empty form; Material 4: name, sample form, empty form; Material 5: name, sample form, empty form; Related government service website: URL.

[0072] S106 : In response to a seventh selection instruction for a connection line between any two of the target to-do procedure nodes, display association information between the two target to-do procedures in a display area corresponding to the connection line on the human-computer interaction service page.

[0073] In the embodiment of the present application, there is an association relationship between the target to-do procedures corresponding to the interconnected target to-do procedure nodes. The platform user selects the connection line between any two target to-do procedure nodes to generate a seventh selection instruction. In response to the seventh selection instruction, the association information between the two target to-do procedures is displayed. In order to facilitate the platform user to clearly understand which two target to-do procedures the association information is displayed between, the display area of ​​the association information is not fixed, and corresponds to the connection line selected by the platform user. For example, the association relationship is displayed on the selected connection line, or the association relationship is displayed under the selected connection line. See Figure 5 As shown, Figure 5 The fourth schematic diagram of the knowledge graph provided in the embodiment of the present application displays the association information 'First "Procedure 1" then "Procedure 2"' on the connecting line between the target pending procedure node corresponding to procedure 1 and the target pending procedure node corresponding to procedure 2, and displays the association information 'First "Procedure 3" then "Procedure 4"' on the connecting line between the target pending procedure node corresponding to procedure 3 and the target pending procedure node corresponding to procedure 4.

[0074] The one-stop processing method for enterprise procedures based on the innovation and entrepreneurship service platform provided in the embodiment of the present application can enable platform users to obtain relevant information on all procedures required to establish a business, and realize one-stop information collection through the human-computer interaction service page; according to the current progress of the platform user's procedures, a knowledge graph containing procedure attribute information and related information is tailored for the platform user, providing customized services for the platform user and improving the adaptability of the knowledge graph; the use of the knowledge graph can intuitively represent the relationship between the procedures to be handled and gradually expand the relevant attribute information. This method can solve the problem of enterprise procedures in a one-stop manner through the human-computer interaction service page, starting from the establishment of an enterprise, and improve the efficiency of enterprise procedures.

[0075] Furthermore, in the one-stop processing method for enterprise procedures based on the innovation and entrepreneurship service platform provided in the embodiment of the present application, the attribute information node includes at least a processing time limit node, an acceptance condition node, and a declaration material node; the associated information includes at least the order in which the procedures are processed. Here, if procedure 1 is a necessary part of procedure 2, procedure 1 must be processed before procedure 2 can be processed, then there is a processing order for procedures 1 and 2. The innovation and entrepreneurship service platform provided in the embodiment of the present application can also provide the following three services to platform users:

[0076] Service 1: Respond to the first request instruction for obtaining the total processing time of the procedures, calculate the total processing time of the procedures corresponding to the service code according to the processing time limit of the target pending procedures and the processing order of the related target pending procedures, and display the total processing time of the procedures on the human-computer interaction service page.

[0077] When displaying the knowledge graph on the innovation and entrepreneurship service platform page, Figure 4As shown, the page will also display an option to "get the total time for handling procedures". The platform user clicks on this option to generate a first request instruction. Here, "first" and "second" are used to distinguish the request instructions according to the different requested services. In response to the first request instruction, the total time for handling procedures is calculated and displayed. Specifically, the handling time limits of the target pending procedures with related relationships are obtained, and the total time limit of each target pending procedure with a handling order is calculated. The maximum value of the handling time limit of each target pending procedure and the total time limit of the target pending procedures with a handling order is determined as the total time for handling procedures. For example, the target pending procedures for the service code "AI Training No. 1001" include Procedure 1, Procedure 2, Procedure 3, Procedure 4, and Procedure 5, and their processing time limits are 1, 2, 2, 7, and 10 working days respectively. There is a processing sequence between Procedure 1 and Procedure 2, and the total processing time of Procedure 1 and Procedure 2 is 3 working days. There is a processing sequence between Procedure 3 and Procedure 4, and the total processing time of Procedure 3 and Procedure 4 is 9 working days. The maximum value between 3 working days, 9 working days, and 10 working days is 10 working days. Therefore, the total processing time for the procedures for the service code "AI Training No. 1001" is 10 working days.

[0078] Service 2: Respond to the second request instruction to obtain all application materials, obtain the application materials of the target pending procedures, and deduplicate the application materials of each target pending procedure, and display the names of all deduplicated application materials, blank tables, and sample tables containing filling prompt information on the human-computer interaction service page.

[0079] When displaying the knowledge graph on the innovation and entrepreneurship service platform page, Figure 4 As shown, the page will also display an option to "Get all application materials". The platform user clicks on this option to generate a second request instruction. In response to the second request instruction, the application materials of the target pending procedures are obtained, and the application materials that appear multiple times are deduplicated. All the application materials after deduplication are obtained and displayed. The specific information of the application materials includes the name, blank form, and sample form with filling prompt information. For example, the target pending procedures include Procedure 1, Procedure 2, and Procedure 3. The application materials for Procedure 1 include Materials 1, Materials 2, and Materials 3. The application materials for Procedure 2 include Materials 1, Materials 2, and Materials 4. The application materials for Procedure 3 include Materials 1, Materials 5, and Materials 6. Then, all the application materials obtained after deduplication include Materials 1, Materials 2, Materials 3, Materials 4, Materials 5, and Materials 6.

[0080] Service three: respond to the third request instruction to obtain all acceptance conditions, obtain the acceptance conditions of the target pending procedures, deduplicate the acceptance conditions of each target pending procedure, and display all deduplicated acceptance conditions on the human-computer interaction service page.

[0081] When displaying the knowledge graph on the innovation and entrepreneurship service platform page, Figure 4 As shown, the page also displays an option to "Get All Acceptance Conditions." The platform user clicks this option to generate a third request instruction. In response to the third request instruction, the acceptance conditions for the target pending procedure are obtained, and duplicate acceptance conditions are removed. All the deduplicated acceptance conditions are obtained and displayed.

[0082] Furthermore, in the one-stop handling method for enterprise procedures based on the innovation and entrepreneurship service platform provided in the embodiment of the present application, the method further includes:

[0083] At every first preset time interval, the information source of the attribute information of the pending procedures is traversed, and if the attribute information of the pending procedures has been updated, the attribute information of the pending procedures in the enterprise procedure processing service module is replaced with the updated attribute information.

[0084] In practice, the types of procedures required to establish a certain type of enterprise, as well as the specific requirements for the procedures, may change. This requires real-time monitoring of changes in the procedure requirements. The first preset time interval can be set according to usage requirements, for example, 10 working days, 1 month, or 1 quarter. The shorter the first preset time interval, the more accurate the information provided by the platform. The longer the first preset time interval, the less information is processed. The source of the attribute information of pending procedures can be the local government's government service website. At regular intervals, the government service website is traversed. If the procedure information is found to have changed, the attribute information of the procedure in the enterprise procedure service module is updated with the changed attribute information to ensure the real-time and accuracy of the platform information.

[0085] Furthermore, in the one-stop enterprise formalities processing method based on the innovation and entrepreneurship service platform provided in the embodiments of this application, the enterprise formalities processing service module also includes an error information feedback submodule. Platform users can leave a message in the error information feedback submodule as the first feedback message. Here, the feedback messages are distinguished by "first" and "second" depending on the module where the message is left.

[0086] After every second preset time interval, the unprocessed first feedback information in the error information feedback submodule is obtained; if the first feedback information is true, the data in the enterprise procedure processing service module is updated based on the first feedback information, and the first feedback information is marked as processed and the processing result in the error information feedback submodule; otherwise, the information is marked as error.

[0087] The second preset time interval can be set according to usage requirements, for example, 10 working days, 1 month, 1 quarter. The shorter the second preset time interval, the more accurate the information provided by the platform, and the longer the second preset time interval, the less information is processed. After the first feedback information is processed, the processed first feedback information will be marked. Obtain the unprocessed first feedback information, and have professionals verify the first feedback information. If the first feedback information is true, update the data corresponding to the first feedback information in the enterprise procedure service module according to the content of the first feedback information to make the information disclosed by the platform accurate, and mark the first feedback information in the error information feedback submodule as processed and the processing results to prevent other platform users from doubting the authenticity and validity of the platform data; if the first feedback information is false, mark the first feedback information in the error information feedback submodule as information error.

[0088] By setting up an error information feedback sub-module under the enterprise procedure processing service module, a channel for information feedback is provided for platform users, error data is updated in a timely manner, and the accuracy of platform data is improved.

[0089] Furthermore, in the one-stop handling method for enterprise formalities based on the innovation and entrepreneurship service platform provided in the embodiment of the present application, the enterprise service module of the innovation and entrepreneurship service platform also includes a message board module. The messages left by platform users in the message board module are used as the second feedback information to distinguish them from the messages left by platform users in the error information feedback submodule (the first feedback information). Figure 6 As shown, Figure 6 A flowchart of data updating in a procedure handling service module provided in an embodiment of the present application includes the following steps:

[0090] S601. Select high-value message information based on the number of readings, likes, and replies of the message information in the message board module.

[0091] The error message feedback submodule is a submodule of the enterprise formalities processing service module. Messages left by platform users in the error message feedback submodule are all related to formalities processing services, so messages in the error message feedback submodule are processed one by one. However, the message board module is a service module of the innovation and entrepreneurship service platform. Messages left by platform users in the message board module can be related to all services covered by the innovation and entrepreneurship service platform. Therefore, messages in the message board module do not need to be processed one by one. Instead, messages in the message board module need to be screened to select messages with high discussion and high processing value. As an optional implementation, a message is selected as high-value message when the number of views exceeds a first preset threshold, or the number of likes exceeds a second preset threshold, or the number of replies exceeds a third preset threshold. The first, second, and third preset thresholds can be set based on actual usage. For example, the first, second, and third preset thresholds can all be set to 10; or the first preset threshold can be set to 30, the second preset threshold to 20, and the third preset threshold to 10. The number of replies refers to the total number of other messages replied to the message by other platform users. As another optional implementation, weights are set for the number of readings, number of likes, and number of replies. For any message, the result of (number of readings × weight of number of readings + number of likes × weight of number of likes + number of replies × weight of number of replies) is calculated. If the result of the calculation is greater than the fourth preset threshold, the message is selected as a high-value message.

[0092] S602: Input the extracted enterprise subtype and the prompt words of the second feedback information for the enterprise subtype, and the high-value message information into a large language model to obtain the second feedback information for the enterprise subtype.

[0093] A large language model is used to extract business subtypes and second feedback information related to the business subtypes from high-value message information. Specifically, a prompt word and the selected high-value message information are input into the trained large language model, which then outputs the business subtype extracted from the high-value message information and the second feedback information associated with the business subtype. The prompt word is used to indicate the content to be extracted by the large language model, for example, the business subtype and feedback information related to the business subtype. The second feedback information is used to distinguish it from the first feedback information mentioned above.

[0094] As an optional implementation method, in practice, when the message information uses words related to the enterprise subtype as the subject, the message information basically describes the relevant feedback information corresponding to the enterprise subtype. Therefore, the use of a large language model is mainly to extract enterprise subtypes. The relevant enterprise words corresponding to each enterprise subtype can be used as training data. The training of the large language model can accurately extract the enterprise subtypes pre-stored in the platform from high-value message information. If the enterprise subtype can be extracted from the high-value message information, the high-value information is determined as the second feedback information. If the enterprise subtype cannot be extracted, the high-value message information is determined as useless information. For example, the preset words related to the enterprise subtype photovoltaic panel manufacturing include photovoltaic panels, solar energy, photovoltaics, and light energy. When the high-value message information contains the word "solar energy", the large language model recognizes that the enterprise subtype is photovoltaic panel manufacturing and determines the high-value message information as the second feedback information.

[0095] S603: If the second feedback information is true, update the data in the enterprise procedure handling service module based on the second feedback information.

[0096] Professionals will verify the second feedback information. If the second feedback information is true, the data corresponding to the second feedback information in the enterprise procedure processing service module will be updated according to the content of the second feedback information to ensure that the information disclosed by the platform is accurate.

[0097] Furthermore, in the one-stop processing method for enterprise procedures based on the innovation and entrepreneurship service platform provided in the embodiment of the present application, the attribute information node includes at least an information source link node; in response to the eighth selection instruction for the information source link node, it jumps to the government service platform page corresponding to the target pending procedure.

[0098] In this embodiment of the present application, a platform user selects an information source link node, generating an eighth selection instruction. The information source link node corresponds to the URL of the government service website where the target pending procedure is located. In response to the eighth selection instruction, the user is redirected to the government service platform page corresponding to the target pending procedure. By reserving the government service platform entry for the target pending procedure, the user can find the original source of the procedure processing information, further improving the accuracy of the procedure processing service information.

[0099] Furthermore, in the one-stop handling method for enterprise formalities based on the innovation and entrepreneurship service platform provided in the embodiment of the present application, different colors are used to display different related information to distinguish different related information. For example, Figure 5 In the figure, the red color shows the related information 'First "Procedure 1" then "Procedure 2"', and the blue color shows the related relationship 'First "Procedure 3" then "Procedure 4"'.

[0100] Furthermore, in the one-stop handling method for enterprise procedures based on the innovation and entrepreneurship service platform provided in the embodiment of the present application, the selected nodes and / or connecting lines are highlighted in the knowledge graph to prompt the platform user which node is currently selected, such as Figure 3 、 Figure 4 As shown, the selected nodes are displayed in bold.

[0101] Furthermore, in the one-stop enterprise procedure handling method based on the innovation and entrepreneurship service platform provided in the embodiment of the present application, a document containing all attribute information of the target pending procedure is generated in response to the fourth request instruction to output all procedure handling information.

[0102] When displaying the knowledge graph on the innovation and entrepreneurship service platform page, Figure 4 As shown, the page also displays an option to "Output All Procedures Handled"; the platform user clicks this option to generate a fourth request instruction. In response to the fourth request instruction, a document containing all attribute information of the target pending procedures is generated. This document is downloadable and printable, allowing platform users to easily access relevant prompts for handling procedures without having to carry a terminal logged into the innovation and entrepreneurship service platform.

[0103] Based on the same inventive concept, the embodiments of the present application also provide a one-stop enterprise procedure processing device based on the innovation and entrepreneurship service platform corresponding to the one-stop enterprise procedure processing method based on the innovation and entrepreneurship service platform. Since the principle of solving the problem by the device in the embodiments of the present application is similar to the one-stop enterprise procedure processing method based on the innovation and entrepreneurship service platform in the embodiments of the present application, the implementation of the device can refer to the implementation of the method, and the repeated parts will not be repeated.

[0104] See also Figure 7 As shown, Figure 7 This is a schematic diagram of the structure of a one-stop enterprise formalities handling device based on an innovation and entrepreneurship service platform provided in an embodiment of the present application. The device includes:

[0105] The first display module 701 is used to display multiple enterprise service modules through the human-computer interaction service page of the innovation and entrepreneurship service platform; the enterprise service modules at least include an enterprise procedure processing service module.

[0106] The second display module 702 is used to respond to the first selection instruction for the enterprise procedure processing service module and display multiple enterprise types; respond to the second selection instruction for any enterprise type among the multiple enterprise types and display multiple enterprise subtypes of the selected target enterprise type; different enterprise subtypes require different procedures.

[0107] The pending procedures acquisition module 703 is configured to respond to a third selection instruction for any enterprise subtype among the plurality of enterprise subtypes and acquire a plurality of pending procedures corresponding to the selected target enterprise subtype according to the correspondence between the enterprise subtypes and the pending procedures.

[0108] The third display module 704 is used to display a plurality of pending procedures corresponding to the selected target enterprise subtype on the human-computer interaction service page, and at the same time display prompt information prompting the user to select the pending procedures.

[0109] The service code and knowledge graph generation module 705 is used to respond to the fourth selection instruction for the multiple pending procedures, determine the selected target pending procedure, and generate the service code and knowledge graph for this enterprise procedure processing service; the nodes of the knowledge graph include service code nodes and target pending procedure nodes; wherein, the service code node is in the center position and is connected to the target pending procedure node; the target pending procedure nodes with an associated relationship are connected.

[0110] A fourth display module 706 is configured to display the knowledge graph on the human-computer interaction service page;

[0111] The fifth display module 707 is used to respond to the fifth selection instruction for the target to-do procedure node, and display multiple attribute information nodes corresponding to the target to-do procedure node on the human-computer interaction service page; and respond to the sixth selection instruction for any attribute information node among the multiple attribute information nodes, and display the attribute information of the target to-do procedure in the attribute information column of the human-computer interaction service page.

[0112] The sixth display module 708 is configured to respond to the seventh selection instruction for the connection line between any two target to-do procedures and display the association information between the two target to-do procedures in the display area corresponding to the connection line on the human-computer interaction service page.

[0113] In one possible implementation, the one-stop enterprise formalities handling device based on the innovation and entrepreneurship service platform further includes:

[0114] The total processing time calculation module is used to respond to the first request instruction for obtaining the total processing time of the procedures, and calculate the total processing time of the procedures corresponding to the service code according to the processing time limit of the target pending procedures and the processing order of the associated target pending procedures.

[0115] The total time display module for handling procedures is used to display the total time for handling procedures on the human-computer interaction service page.

[0116] The module for displaying all application materials is used to respond to the second request instruction for obtaining all application materials, obtain the application materials of the target pending procedures, and deduplicate the application materials of each target pending procedure, and display the names of all application materials obtained by deduplication, blank tables, and sample tables containing filling prompt information on the human-computer interaction service page.

[0117] The module for displaying all acceptance conditions is used to respond to the third request instruction for obtaining all acceptance conditions, obtain the acceptance conditions of the target pending procedures, deduplicate the acceptance conditions of each target pending procedure, and display all deduplicated acceptance conditions on the human-computer interaction service page.

[0118] In one possible implementation, the one-stop enterprise formalities handling device based on the innovation and entrepreneurship service platform further includes:

[0119] The first attribute information updating module is used to traverse the information source of the attribute information of the pending procedures every first preset time interval, and if the attribute information of the pending procedures has been updated, replace the attribute information of the pending procedures in the enterprise procedure processing service module with the updated attribute information.

[0120] In one possible implementation, the one-stop enterprise formalities handling device based on the innovation and entrepreneurship service platform further includes:

[0121] The second attribute information updating module is used to obtain the unprocessed first feedback information in the error information feedback submodule every second preset time interval; if the first feedback information is true, update the data in the enterprise procedure handling service module based on the first feedback information; and mark the first feedback information as processed and the processing result in the error information feedback submodule; otherwise, mark the information as wrong.

[0122] In one possible implementation, the one-stop enterprise formalities handling device based on the innovation and entrepreneurship service platform further includes:

[0123] A high-value message selection module is used to select high-value message information based on the number of reads, likes, and replies of the message information in the message board module;

[0124] A second feedback information extraction module is configured to extract the enterprise subtype and the prompt word of the second feedback information for the enterprise subtype, and input the high-value message information into the large language model to obtain the second feedback information for the enterprise subtype;

[0125] The third attribute information updating module is used to update the data in the enterprise procedure processing service module based on the second feedback information if the second feedback information is true.

[0126] In one possible implementation, the one-stop enterprise formalities handling device based on the innovation and entrepreneurship service platform further includes:

[0127] The government service platform page jump module is used to respond to the eighth selection instruction for the information source link node and jump to the government service platform page corresponding to the target pending procedure.

[0128] In one possible implementation, the one-stop enterprise formalities handling device based on the innovation and entrepreneurship service platform further includes:

[0129] The document generation module is used to respond to the fourth request instruction for outputting all the procedure handling information and generate a document containing all the attribute information of the target pending procedure.

[0130] The one-stop enterprise procedure handling device based on the innovation and entrepreneurship service platform provided in the embodiment of the present application can take the establishment of an enterprise as the starting point, solve the difficulties in the enterprise procedure handling in one stop through the human-computer interaction service page, and improve the efficiency of the enterprise procedure handling.

[0131] Finally, it should be noted that the above-described embodiments are only specific implementation methods of the present application, which are used to illustrate the technical solutions of the present application, rather than to limit them. The scope of protection of the present application is not limited thereto. Although the present application has been described in detail with reference to the above-mentioned embodiments, those skilled in the art should understand that any person skilled in the art can modify or easily conceive of changes to the technical solutions described in the above-mentioned embodiments within the technical scope disclosed in the present application, or perform equivalent replacements for some of the technical features thereof. These modifications, changes, or replacements do not deviate from the spirit and scope of the technical solutions of the embodiments of the present application, and should be included in the scope of protection of the present application. Therefore, the scope of protection of the present application should be based on the scope of protection of the claims.

Claims

1. A one-stop business procedure handling method based on an innovation and entrepreneurship service platform, characterized in that: The method comprises: Displaying multiple enterprise service modules through the human-computer interaction service page of the innovation and entrepreneurship service platform; the enterprise service modules at least include an enterprise formalities handling service module; In response to a first selection instruction for the enterprise procedure handling service module, a plurality of enterprise types are displayed; in response to a second selection instruction for any one of the plurality of enterprise types, a plurality of enterprise subtypes of the selected target enterprise type are displayed; different enterprise subtypes require different procedures; In response to a third selection instruction for any one of the plurality of enterprise subtypes, obtaining, based on a correspondence between enterprise subtypes and pending procedures, a plurality of pending procedures corresponding to the selected target enterprise subtype, displaying the plurality of pending procedures on the human-computer interaction service page, and simultaneously displaying a prompt message prompting the user to select a pending procedure; In response to a fourth selection instruction for the plurality of pending procedures, determining a selected target pending procedure, generating a service code and a knowledge graph for the current enterprise procedure handling service, and displaying the knowledge graph on the human-computer interaction service page; the nodes of the knowledge graph include a service code node and a target pending procedure node; wherein the service code node is located at a central position and is connected to the target pending procedure node; and the target pending procedure nodes with which there is an associated relationship are connected; In response to a fifth selection instruction for the target to-do procedure node, displaying a plurality of attribute information nodes corresponding to the target to-do procedure node on the human-computer interaction service page; and in response to a sixth selection instruction for any attribute information node among the plurality of attribute information nodes, displaying attribute information of the target to-do procedure in an attribute information column on the human-computer interaction service page; In response to a seventh selection instruction for a connection line between any two of the target to-do procedure nodes, displaying association information between the two target to-do procedures in a display area corresponding to the connection line on the human-computer interaction service page; The attribute information node at least includes a processing time limit node, an acceptance condition node, and a declaration material node; the associated information at least includes the order of procedures; In response to the first request instruction for obtaining the total processing time of a procedure, calculating the total processing time of the procedure corresponding to the service code according to the processing time limit of the target pending procedure and the processing order of the associated target pending procedures, and displaying the total processing time of the procedure on the human-computer interaction service page; In response to the second request instruction for obtaining all application materials, obtaining the application materials for the target pending procedures, deduplicating the application materials for each target pending procedure, and displaying the names of all deduplicated application materials, a blank form, and a sample form containing prompt information for filling in on the human-computer interactive service page; In response to the third request instruction for obtaining all acceptance conditions, the acceptance conditions of the target pending procedures are obtained, and the acceptance conditions of each target pending procedure are deduplicated, and all the deduplicated acceptance conditions are displayed on the human-computer interaction service page.

2. The one-stop handling method for enterprise formalities based on the innovation and entrepreneurship service platform according to claim 1 is characterized in that: The method further comprises: At every first preset time interval, the information source of the attribute information of the pending procedures is traversed, and if the attribute information of the pending procedures has been updated, the attribute information of the pending procedures in the enterprise procedure processing service module is replaced with the updated attribute information.

3. The one-stop handling method for enterprise formalities based on the innovation and entrepreneurship service platform according to claim 1 is characterized in that: The enterprise formalities handling service module also includes an error information feedback submodule; After every second preset time interval, the unprocessed first feedback information in the error information feedback submodule is obtained; if the first feedback information is true, the data in the enterprise procedure processing service module is updated based on the first feedback information, and the first feedback information is marked as processed and the processing result in the error information feedback submodule; otherwise, the information is marked as error.

4. The one-stop handling method for enterprise formalities based on the innovation and entrepreneurship service platform according to claim 1 is characterized in that: The enterprise service module of the innovation and entrepreneurship service platform also includes a message board module; Select high-value message information based on the number of reads, likes, and replies of the message information in the message board module; Inputting the extracted enterprise subtype and the prompt word of the second feedback information for the enterprise subtype, and the high-value message information into the large language model to obtain the second feedback information for the enterprise subtype; If the second feedback information is true, the data in the enterprise procedure processing service module is updated based on the second feedback information.

5. The one-stop handling method for enterprise formalities based on the innovation and entrepreneurship service platform according to claim 1 is characterized in that: The attribute information node at least includes an information source link node; in response to the eighth selection instruction for the information source link node, jump to the government service platform page corresponding to the target pending procedure.

6. The one-stop handling method for enterprise formalities based on the innovation and entrepreneurship service platform according to claim 1 is characterized in that: Use different colors to show different related information.

7. The one-stop handling method for enterprise formalities based on the innovation and entrepreneurship service platform according to claim 1 is characterized in that: In the knowledge graph, the selected nodes and / or connecting lines are highlighted.

8. The one-stop handling method for enterprise formalities based on the innovation and entrepreneurship service platform according to claim 1 is characterized in that: In response to the fourth request instruction to output all procedure handling information, a document containing all attribute information of the target pending procedure is generated.

9. A one-stop enterprise formalities handling device based on an innovation and entrepreneurship service platform, characterized in that: The device comprises: A first display module is used to display multiple enterprise service modules through the human-computer interaction service page of the innovation and entrepreneurship service platform; the enterprise service modules at least include an enterprise formalities handling service module; a second display module for displaying a plurality of enterprise types in response to a first selection instruction for the enterprise procedure handling service module; and for displaying a plurality of enterprise subtypes of the selected target enterprise type in response to a second selection instruction for any one of the plurality of enterprise types; different enterprise subtypes require different procedures; a pending procedure acquisition module, configured to respond to a third selection instruction for any one of the plurality of enterprise subtypes and, based on a correspondence between enterprise subtypes and pending procedures, acquire a plurality of pending procedures corresponding to the selected target enterprise subtype; a third display module, configured to display a plurality of pending procedures corresponding to the selected target enterprise subtype on the human-computer interaction service page, and simultaneously display prompt information prompting the user to select the pending procedure; A service code and knowledge graph generation module is configured to respond to a fourth selection instruction for the plurality of pending procedures, determine a selected target pending procedure, and generate a service code and knowledge graph for the current enterprise procedure handling service; the nodes of the knowledge graph include a service code node and a target pending procedure node; wherein the service code node is located at a central position and is connected to the target pending procedure node; and the target pending procedure nodes with which there is an associated relationship are connected; A fourth display module, configured to display the knowledge graph on the human-computer interaction service page; a fifth display module configured to, in response to a fifth selection instruction for the target to-do procedure node, display a plurality of attribute information nodes corresponding to the target to-do procedure node on the human-computer interaction service page; and, in response to a sixth selection instruction for any attribute information node among the plurality of attribute information nodes, display attribute information of the target to-do procedure in an attribute information column on the human-computer interaction service page; a sixth display module, configured to respond to a seventh selection instruction for a connection line between any two of the target to-do procedure nodes and display association information between the two target to-do procedures in a display area corresponding to the connection line on the human-computer interaction service page; The one-stop enterprise formalities handling device based on the innovation and entrepreneurship service platform also includes: a total procedure handling time calculation module, configured to respond to a first request instruction for obtaining the total procedure handling time, and calculate the total procedure handling time corresponding to the service code based on the handling time limit of the target pending procedure and the handling order of the associated target pending procedures; A total processing time display module, configured to display the total processing time on the human-computer interaction service page; a module for displaying all application materials, configured to respond to a second request instruction for obtaining all application materials, obtain application materials for the target pending procedures, remove duplicates from the application materials for each target pending procedure, and display the names of all application materials obtained after the removal of duplicates, a blank form, and a sample form containing prompt information for filling in on the human-computer interaction service page; The module for displaying all acceptance conditions is used to respond to the third request instruction for obtaining all acceptance conditions, obtain the acceptance conditions of the target pending procedures, deduplicate the acceptance conditions of each target pending procedure, and display all deduplicated acceptance conditions on the human-computer interaction service page.

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