Personalized user interface design system and method based on AI model

Abstract

The invention discloses a personalized user interface design system based on an AI model. The personalized user interface design system comprises a capture module which captures key nodes, key data blocks and state information of a service function module; the positioning module marks roles, positions and participated approval nodes of each user in the ship management system, and matches marked information with data of the service function module; the maritime affair specification module is used for reminding and judging post requirements of the user; the AI analysis module checks the captured information with post requirement contents in the maritime affair specification module, sends a supplementary reminding message to the user after receiving the prompt information, and analyzes in combination with the historical operation record of the user and the historical operation record of the user on the same post of the platform; and service function modules are sequenced according to post requirements and working habits of the user to obtain a personalized interface. A personalized interface output by the system is a personalized office interface which is output through an AI model and is completely based on data such as post requirements and office habits of a user.

Description

Technical Field

[0001] The present invention relates to the technical field of user interface design, and in particular to a personalized user interface design system and method based on an AI model. Background Art

[0002] With the increasingly stringent maritime regulations and the refinement of enterprise management, the functions of ship management systems are becoming more and more numerous and complex, which has led to these problems:

[0003] (1) There are too many system functions and menus, which increases the workload of online training for enterprises and makes it more difficult for enterprises to go online, thus affecting the digitalization process;

[0004] (2) Each person has different operating system requirements, and the system cannot take both into account. As a result, the system page design is monotonous and cannot meet everyone's personalized requirements. Most of the content is irrelevant to individual users, causing information interference to users and further increasing the difficulty of system learning.

[0005] (3) The system is unable to take into account individual needs, resulting in the inability to highlight some key work points. The priority of user work is restricted, affecting the efficiency of enterprise management.

[0006] In view of the fact that the ship management system has many contents and complex functions, some attempts have been made in the existing ship management system, but the following problems and difficulties are common:

[0007] (1) Some ship management systems have some customized configuration functions, such as user-defined menus and customized statistical charts, but the scope of these customizations is limited and only meets individual needs, and cannot meet all the needs of the user's daily office work;

[0008] (2) Some ship management systems are divided into several categories according to user groups, such as shore-based end, ship end, ship owner end, etc., and then develop user interfaces suitable for these categories. However, under this classification method, the page of each category is still relatively complex and cannot continue to meet personalized needs. It is still difficult for enterprises to go online;

[0009] (3) Each enterprise user has different responsibilities and work priorities. Existing technologies only operate in the form of menu customization, chart customization, etc. In essence, all business functions of the system must be presented to customers for configuration, which cannot fully meet the personalized needs of enterprise users. Summary of the invention

[0010] In view of the defects in the prior art, the embodiments of the present invention provide a personalized user interface design system and method based on an AI model to solve the technical problems existing in the prior art.

[0011] In a first aspect, an embodiment of the present invention provides a personalized user interface design system based on an AI model, comprising: a capture module, a positioning module, a maritime specification module, an AI analysis module, and a personalized user interface;

[0012] The capture module is used to perform operation decomposition and database decomposition on the business function module of the ship management system, and capture key nodes, key data blocks and status information of the business function module;

[0013] The positioning module is used to mark the role, position, and participating approval node of each user in the ship management system to obtain marking information, and match the marking information with the data of the business function module to obtain a matching result, and transmit the matching result to the capture module;

[0014] The maritime specification module is used to remind and judge the user's job requirements, and when it is found that the information captured by the capture module is inconsistent or the content is insufficient, the prompt information is sent to the AI ​​analysis module;

[0015] The AI ​​analysis module checks the information captured by the capture module with the job requirements in the maritime specification module, and classifies and summarizes the information according to the user, position, operation, data type and status. After receiving the prompt information sent by the maritime specification module, the AI ​​analysis module sends a supplementary reminder message to the user, and analyzes the historical operation records of the user and the historical operation records of users in the same position on the platform, and sorts the business function modules according to the user's job requirements and work habits to obtain a personalized interface;

[0016] The personalized user interface outputs the personalized interface obtained by the AI ​​analysis module.

[0017] In a second aspect, an embodiment of the present invention provides a personalized user interface design method based on an AI model, comprising the following steps:

[0018] Carry out operation decomposition and database decomposition of the business function modules of the ship management system, and capture the key nodes, key data blocks and status information of the business function modules;

[0019] Mark each user's role, position, and participating approval nodes in the ship management system to obtain marking information, match the marking information with the data of the business function module to obtain a matching result, and transmit the matching result to the capture module;

[0020] Prompt and judge the user's job requirements. If the captured information is found to be inconsistent or insufficient, the prompt information will be sent to the AI ​​analysis module;

[0021] The captured information is checked against the job requirements in the maritime specification module, and classified and summarized according to users, positions, operations, data types and status. After receiving the prompt information sent by the maritime specification module, a supplementary reminder message is sent to the user, and the historical operation records of the user and the historical operation records of users in the same position on the platform are analyzed. The business function modules are sorted according to the user's job requirements and work habits to obtain a personalized interface;

[0022] Output personalized interface.

[0023] Beneficial effects of the present invention:

[0024] The embodiment of the present invention provides a personalized user interface design system based on an AI model, which no longer needs to research and develop exclusive interfaces for each user, thereby reducing R&D costs. The personalized interface is based on an AI model, and the data of each business function module is matched and refined by the user's job responsibilities, and then pushed out based on the user's operating habits, etc. Compared with the way of configuring exclusive interfaces for users on the market, the personalized configuration of the embodiment of the present invention is more thorough and more flexible. The personalized interface also combines models such as voice and action, and compares the user's key voice and action to the information of the corresponding system capture module, realizing more humanized human-computer interaction. Users no longer need to see huge function menus and complex function interfaces, and the system's operating difficulty and training costs are greatly reduced.

[0025] The AI ​​model-based personalized user interface design method and the AI ​​model-based personalized user interface design system provided in the embodiment of the present invention are based on the same inventive concept and have the same beneficial effects. BRIEF DESCRIPTION OF THE DRAWINGS

[0026] In order to more clearly illustrate the specific embodiments of the present invention or the technical solutions in the prior art, the following is a brief introduction to the drawings required for the specific embodiments or the description of the prior art. In all the drawings, similar elements or parts are generally identified by similar reference numerals. In the drawings, the elements or parts are not necessarily drawn according to the actual scale.

[0027] Figure 1 A structural block diagram of a personalized user interface design system based on an AI model provided by a first embodiment of the present invention is shown;

[0028] Figure 2 A flowchart of a personalized user interface design method based on an AI model provided by another embodiment of the present invention is shown. DETAILED DESCRIPTION

[0029] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0030] It should be understood that when used in this specification and the appended claims, the terms "include" and "comprises" indicate the presence of described features, integers, steps, operations, elements and / or components, but do not exclude the presence or addition of one or more other features, integers, steps, operations, elements, components and / or combinations thereof.

[0031] It should also be understood that the terms used in this specification of the present invention are only for the purpose of describing specific embodiments and are not intended to limit the present invention. As used in the specification of the present invention and the appended claims, unless the context clearly indicates otherwise, the singular forms "a", "an" and "the" are intended to include plural forms.

[0032] It should be further understood that the term "and / or" used in the present specification and the appended claims refers to any and all possible combinations of one or more of the associated listed items, and includes these combinations.

[0033] As used in this specification and the appended claims, the term "if" may be interpreted as "when" or "upon" or "in response to determining" or "in response to detecting," depending on the context. Similarly, the phrases "if it is determined" or "if [described condition or event] is detected" may be interpreted as meaning "upon determination" or "in response to determining" or "upon detection of [described condition or event]" or "in response to detecting [described condition or event]," depending on the context.

[0034] It should be noted that, unless otherwise specified, the technical terms or scientific terms used in this application should have the common meanings understood by those skilled in the art to which the present invention belongs.

[0035] like Figure 1As shown, a structural block diagram of a personalized user interface design system based on an AI model provided by the first embodiment of the present invention is shown. The personalized user interface design system based on an AI model provided by an embodiment of the present invention can be presented in the form of a software client, a mobile phone APP, a website, a mini program, etc. in a specific implementation. The system includes the following modules: a capture module, a positioning module, a maritime specification module, an AI analysis module and a personalized user interface; wherein the capture module is used to perform operation decomposition and database decomposition on the business function modules of the ship management system, and capture the key nodes, key data blocks and status information of the business function modules; the positioning module is used to mark the role, position and participating approval nodes of each user in the ship management system to obtain marking information, and match the marking information with the data of the business function module to obtain the matching result, and transmit the matching result to the capture module; the maritime specification module is used to remind and judge the user's job requirements, and when it is found that the information captured by the capture module is inconsistent or the content is insufficient, the prompt information is sent to the AI ​​analysis module; the AI ​​analysis module verifies the information captured by the capture module with the job requirements in the maritime specification module, and classifies and summarizes them according to users, positions, operations, data types and states, and sends a supplementary reminder message to the user after receiving the prompt information sent by the maritime specification module, and analyzes the historical operation records of the user and the historical operation records of the users in the same position on the platform, and sorts the business function modules according to the user's job requirements and work habits to obtain a personalized interface; the personalized user interface outputs the personalized interface obtained by the AI ​​analysis module.

[0036] Specifically, the capture module performs operation decomposition and database decomposition on each business function module of the existing ship management system, extracts and stores the key nodes, key data blocks and status of each business function module. The operations include: "query", "create", "execute", "approval", "learning" and "statistics", etc. The data blocks include the specific data of each business function, such as spare parts for certain equipment, materials for certain ships, maintenance items for certain equipment, etc. The status includes pending submission, pending execution, pending approval, etc.

[0037] The positioning module marks each user's role, position, participating approval nodes, etc. The user tags of the positioning module are matched against the data of each business function module to obtain matching results, and the matching results are transmitted to the capture module.

[0038] The maritime specification module reminds and judges the user's job requirements. If the information in the capture module is inconsistent or the content is insufficient, this information will be alerted to the AI ​​analysis module to remind the user which content settings are inconsistent or incomplete and need to be supplemented.

[0039] Based on the AI ​​analysis model, the AI ​​analysis module verifies the information captured by the capture module with the job requirements in the maritime specification module, and classifies and summarizes the information according to users, positions, operations, data types, status, etc. The captured information is such as "user" + "position" + "operation" + "data element" + "status". The AI ​​analysis module receives the prompt information sent by the maritime specification module. After the AI ​​analysis module obtains the above information, it further analyzes it in combination with the user's historical operation records and the historical operation records of users in the same position shared by the platform. Finally, it is sorted according to the user's job requirements and work habits, and output to the personalized user interface.

[0040] In another embodiment of the present invention, the system is further provided with a reminder module, a voice interaction module and an action interaction module. Among them, the reminder module can be associated with the user's clock-in and clock-out function, and push the user's personal office information in the personalized user interface at fixed time points after the user comes to work, before leaving get off work, and during work, to remind the user to do a good job. The voice interaction module is used to obtain the voice instructions sent by the user, perform human-computer interaction according to the voice instructions, and complete the corresponding office information. The action interaction module is used to obtain the action instructions sent by the user, perform human-computer interaction according to the action instructions, and complete the corresponding office information.

[0041] When the system's personalized user interface receives the user's office information sent by the AI ​​analysis module, the user can initiate human-computer interaction through the voice interaction module and the action interaction module to complete the established office information.

[0042] Users can interact with the system through terminal devices, including computers, mobile phones, robots, etc. The terminal devices can capture the user's voice or action information through microphones or cameras, input the interaction information into the system for judgment, and perform corresponding operations after obtaining specific instructions. After the reminder module is configured, the system will also broadcast the current user's work tasks through voice broadcast when the user punches in and out of get off work, and at fixed time points during work, to remind the user to operate.

[0043] An embodiment of the present invention provides a personalized user interface design system based on an AI model. The system is completely based on data such as user job requirements and office habits, and outputs a personalized office interface through the AI ​​model. This office interface includes the business needs of the user such as query, creation, execution, approval, learning, statistics, etc., and the user can interact with the system through voice or action.

[0044] The embodiment of the present invention provides a personalized user interface design system based on an AI model, which no longer needs to research and develop exclusive interfaces for each user, thereby reducing R&D costs. The personalized interface is based on an AI model, and the data of each business function module is matched and refined by the user's job responsibilities, and then pushed out based on the user's operating habits, etc. Compared with the way of configuring exclusive interfaces for users on the market, the personalized configuration of the embodiment of the present invention is more thorough and more flexible. The personalized interface also combines models such as voice and action, and compares the user's key voice and action to the information of the corresponding system capture module, realizing more humanized human-computer interaction. Users no longer need to see huge function menus and complex function interfaces, and the system's operating difficulty and training costs are greatly reduced.

[0045] In the first embodiment described above, a personalized user interface design system based on an AI model is provided. Correspondingly, the present application also provides a personalized user interface design method based on an AI model. Figure 2 , which is a flow chart of a personalized user interface design method based on an AI model provided by the second embodiment of the present invention. Since the method embodiment is basically similar to the device embodiment, the description is relatively simple, and the relevant parts can be referred to the partial description of the device embodiment. The method embodiment described below is only illustrative.

[0046] like Figure 2 FIG. 1 is a flowchart of a personalized user interface design method based on an AI model provided by another embodiment of the present invention. The method is applicable to the personalized user interface design system based on the AI ​​model described in the first embodiment. The method includes the following steps:

[0047] S1: Perform operation decomposition and database decomposition on the business function modules of the ship management system, and capture the key nodes, key data blocks and status information of the business function modules, wherein the operations include query, creation, execution, approval, learning and statistics, the data blocks include specific data of the business functions, and the status includes pending submission, pending execution and pending approval;

[0048] S2: Mark each user's role, position, and participating approval node in the ship management system to obtain marking information, match the marking information with the data of the business function module, obtain a matching result, and transmit the matching result to the capture module;

[0049] S3: Prompt and judge the user's job requirements, and send prompt information to the AI ​​analysis module when it is found that the captured information is inconsistent or the content is insufficient;

[0050] S4: Check the captured information with the job requirements in the maritime specification module, and classify and summarize it according to users, positions, operations, data types and status. After receiving the prompt information sent by the maritime specification module, send a supplementary reminder message to the user, and analyze the historical operation records of the user and the historical operation records of users in the same position on the platform. Sort the business function modules according to the user's job requirements and work habits to obtain a personalized interface;

[0051] S5: Output personalized interface.

[0052] In an embodiment of the present invention, the method further includes: pushing personal office information to the user through a personalized user interface at clocking in and out nodes, as well as at set time points during work, to remind the user to do a good job.

[0053] In an embodiment of the present invention, the method further includes: acquiring a voice command sent by a user, performing human-computer interaction according to the voice command, and completing corresponding office information.

[0054] In an embodiment of the present invention, the method further includes: acquiring an action instruction sent by a user, performing human-computer interaction according to the action instruction, and completing corresponding office information.

[0055] The above is a description of an embodiment of a personalized user interface design method based on an AI model provided in the second embodiment of the present invention.

[0056] The AI ​​model-based personalized user interface design method and the AI ​​model-based personalized user interface design system provided in the embodiment of the present invention are based on the same inventive concept and have the same beneficial effects, which will not be repeated here.

[0057] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or replace some or all of the technical features therein by equivalents. These modifications or replacements do not make the essence of the corresponding technical solutions deviate from the scope of the technical solutions of the embodiments of the present invention, and they should all be included in the scope of the claims and specification of the present invention.

Claims

1. A personalized user interface design system based on AI model, characterized in that: include: Capture module, positioning module, maritime regulations module, AI analysis module and personalized user interface; The capture module is used to perform operation decomposition and database decomposition on the business function module of the ship management system, and capture key nodes, key data blocks and status information of the business function module; The positioning module is used to mark the role, position, and participating approval node of each user in the ship management system to obtain marking information, and match the marking information with the data of the business function module to obtain a matching result, and transmit the matching result to the capture module; The maritime specification module is used to remind and judge the user's job requirements, and send prompt information to the AI ​​analysis module when it is found that the information captured by the capture module is inconsistent or the content is insufficient; The AI ​​analysis module checks the information captured by the capture module with the job requirements in the maritime specification module, and classifies and summarizes the information according to the user, position, operation, data type and status. After receiving the prompt information sent by the maritime specification module, the AI ​​analysis module sends a supplementary reminder message to the user, and analyzes the historical operation records of the user and the historical operation records of users in the same position on the platform, and sorts the business function modules according to the user's job requirements and work habits to obtain a personalized interface; The personalized user interface outputs the personalized interface obtained by the AI ​​analysis module.

2. The personalized user interface design system based on the AI ​​model as claimed in claim 1, characterized in that: It also includes a reminder module, which is used to push personal office information to users through a personalized user interface at clocking in and out nodes, as well as at set time points during work, to remind users to do their work well.

3. The personalized user interface design system based on the AI ​​model as claimed in claim 2, characterized in that: It also includes a voice interaction module, which is used to obtain voice commands sent by users, perform human-computer interaction according to the voice commands, and complete corresponding office information.

4. The personalized user interface design system based on the AI ​​model as claimed in claim 3, characterized in that: It also includes an action interaction module, which is used to obtain action instructions sent by the user, perform human-computer interaction according to the action instructions, and complete corresponding office information.

5. The personalized user interface design system based on the AI ​​model as claimed in claim 1, characterized in that: The operations include query, creation, execution, approval, learning and statistics, the data blocks include specific data of business functions, and the statuses include pending submission, pending execution and pending approval.

6. A personalized user interface design method based on an AI model, characterized in that: The system according to any one of claims 1 to 5 comprises the following steps: Carry out operation decomposition and database decomposition of the business function modules of the ship management system, and capture the key nodes, key data blocks and status information of the business function modules; Mark each user's role, position, and participating approval nodes in the ship management system to obtain marking information, match the marking information with the data of the business function module to obtain a matching result, and transmit the matching result to the capture module; Prompt and judge the user's job requirements. If the captured information is found to be inconsistent or insufficient, the prompt information will be sent to the AI ​​analysis module; The captured information is checked against the job requirements in the maritime specification module, and classified and summarized according to users, positions, operations, data types and status. After receiving the prompt information sent by the maritime specification module, a supplementary reminder message is sent to the user, and the historical operation records of the user and the historical operation records of users in the same position on the platform are analyzed. The business function modules are sorted according to the user's job requirements and work habits to obtain a personalized interface; Output personalized interface.

7. The personalized user interface design method based on the AI ​​model according to claim 6, characterized in that: Also includes: When users clock in and out, as well as at set time points during work, personal office information is pushed to users through a personalized user interface to remind them to do their work well.

8. The personalized user interface design method based on the AI ​​model according to claim 7, characterized in that: Also includes: Get the voice commands sent by the user, perform human-computer interaction according to the voice commands, and complete the corresponding office information.

9. The personalized user interface design method based on the AI ​​model as claimed in claim 8, characterized in that: Also includes: Obtain the action instructions sent by the user, perform human-computer interaction according to the action instructions, and complete the corresponding office information.

10. The personalized user interface design method based on AI model according to claim 6, characterized in that: The operations include query, creation, execution, approval, learning and statistics, the data blocks include specific data of business functions, and the statuses include pending submission, pending execution and pending approval.

Images