Page content processing method and device, electronic equipment, computer readable storage medium and computer program product

Abstract

The invention provides a page content processing method and device, electronic equipment, a computer readable storage medium and a computer program product. The method comprises the steps that a first network content page is displayed, an artificial intelligence control is displayed in the first network content page, and the artificial intelligence control is used for adjusting content in the first network content page through artificial intelligence; in response to a trigger operation for the artificial intelligence control, displaying an instruction input control, and displaying a first adjustment instruction input based on the instruction input control, the first adjustment instruction being used for instructing to execute a first adjustment operation on the content of the first network content page; and displaying a second network content page in response to an application operation for the first adjustment instruction, the second network content page being obtained by executing the first adjustment operation on the content through artificial intelligence. Through the method and the device, the content adjustment efficiency of the network content page can be improved.

Description

TECHNICAL FIELD

[0001] The present application relates to the technical field of data processing, and particularly relates to a page content processing method and device, electronic equipment, computer readable storage medium and computer program product. BACKGROUND

[0002] In the current network information browsing scene, different users often hope to make personalized adjustments to the content in the page when browsing the network content page, based on their reading habits, information acquisition needs or differences in use scenarios, so as to improve the comfort of content reading and the efficiency of information acquisition. In related technologies, the content adjustment of the network content page usually depends on the limited adjustment function preset by the page itself or the content adjustment operation within the preset range, which cannot meet the needs of users to make diversified and personalized adjustments to the content of the page. Moreover, related technologies lack the ability to flexibly adapt to different user needs and scenarios, and it is difficult to efficiently and accurately complete the content adjustment of the network content page, which affects the user's network content browsing experience. SUMMARY

[0003] The embodiments of the present application provide a page content processing method and device, electronic equipment, computer readable storage medium and computer program product, which can improve the content adjustment efficiency of the network content page.

[0004] The technical solutions of the embodiments of the present application are as follows:

[0005] The embodiments of the present application provide a page content processing method, which comprises the following steps:

[0006] displaying a first network content page and displaying an artificial intelligence control in the first network content page, wherein the artificial intelligence control is used to adjust the content in the first network content page through artificial intelligence;

[0007] in response to a triggering operation on the artificial intelligence control, displaying an instruction input control and displaying a first adjustment instruction input based on the instruction input control, wherein the first adjustment instruction is used to instruct to perform a first adjustment operation on the content of the first network content page;

[0008] in response to an application operation on the first adjustment instruction, displaying a second network content page, wherein the second network content page is obtained by performing the first adjustment operation on the content through artificial intelligence.

[0009] The embodiments of the present application provide a page content processing device, which comprises the following steps:

[0010] The first display module is configured to display a first network content page and display an artificial intelligence control in the first network content page, the artificial intelligence control being configured to adjust content in the first network content page by using artificial intelligence.

[0011] The second display module is configured to display an instruction input control and display a first adjustment instruction input based on the instruction input control in response to a triggering operation on the artificial intelligence control, the first adjustment instruction being configured to indicate that a first adjustment operation is performed on the content in the first network content page.

[0012] The third display module is configured to display a second network content page in response to an application operation on the first adjustment instruction, the second network content page being obtained by performing the first adjustment operation on the content by using artificial intelligence.

[0013] An electronic device is provided in the embodiments of the present application, and the electronic device comprises:

[0014] A memory is configured to store computer executable instructions or computer programs.

[0015] A processor is configured to execute the computer executable instructions or computer programs stored in the memory to implement the page content processing method provided in the embodiments of the present application.

[0016] A computer readable storage medium is provided in the embodiments of the present application, and the computer readable storage medium stores computer programs or computer executable instructions, and is configured to be executed by a processor to implement the page content processing method provided in the embodiments of the present application.

[0017] A computer program product is provided in the embodiments of the present application, and the computer program product comprises computer programs or computer executable instructions, and the computer programs or computer executable instructions are executed by a processor to implement the page content processing method provided in the embodiments of the present application.

[0018] The embodiments of the present application have the following beneficial effects:

[0019] By directly displaying the artificial intelligence control in the first network content page, the user can enter the content adjustment process by triggering the artificial intelligence control, thereby reducing the operation threshold of the user for adjusting the page content and improving the convenience of the operation. In response to the triggering operation on the artificial intelligence control, the instruction input control and the first adjustment instruction input based on the instruction input control are displayed, and the adjustment mode of the first adjustment instruction input by the user is customized, which can accurately capture the personalized needs of the user. Compared with the fixed adjustment function in the related art, the adjustment function can meet the diversified and personalized content adjustment needs of the user and accurately respond to the needs of the user.

[0020] In response to the application operation of the first adjustment command, a second network content page is displayed. It can quickly adjust the content in the first network content page according to the first adjustment command input by the user through artificial intelligence, which shortens the time for content adjustment and improves the adjustment efficiency. By adjusting the content through artificial intelligence, it can flexibly respond to various content adjustment needs of users in different scenarios, and has flexibility and adaptability. Attached Figure Description

[0021] Figure 1 This is a schematic diagram of the architecture of the page content processing system 100 provided in the embodiments of this application;

[0022] Figure 2 This is a schematic diagram of the structure of terminal 400-1 provided in the embodiments of this application;

[0023] Figure 3A This is a first flowchart illustrating the page content processing method provided in the embodiments of this application;

[0024] Figure 3B This is a second flowchart illustrating the page content processing method provided in the embodiments of this application;

[0025] Figure 3C This is a schematic diagram of the third process of the page content processing method provided in the embodiments of this application;

[0026] Figure 3D This is a schematic diagram of the fourth process of the page content processing method provided in the embodiments of this application;

[0027] Figure 3E This is a schematic diagram of the fifth process of the page content processing method provided in the embodiments of this application;

[0028] Figure 3F This is a schematic diagram of the sixth process of the page content processing method provided in the embodiments of this application;

[0029] Figure 3G This is a schematic diagram of the seventh process of the page content processing method provided in the embodiments of this application;

[0030] Figure 3H This is the eighth flowchart of the page content processing method provided in the embodiments of this application;

[0031] Figure 3I This is a ninth flowchart illustrating the page content processing method provided in the embodiments of this application;

[0032] Figure 4A This is a schematic diagram illustrating the display of an artificial intelligence control by selecting a first content according to an embodiment of this application;

[0033] Figure 4BThis is a schematic diagram illustrating the locking of the selected first content according to an embodiment of this application;

[0034] Figure 4C This is a schematic diagram illustrating the selection and application of historical modification records provided in an embodiment of this application;

[0035] Figure 4D This is a schematic diagram provided in an embodiment of the present application, showing the identifiers and operation intentions corresponding to multiple objects respectively;

[0036] Figure 4E This is a schematic diagram illustrating the embedding and display of a text input box in a first network content page, provided in an embodiment of this application.

[0037] Figure 4F This is a schematic diagram illustrating the display of a text input box in an input interface, as provided in an embodiment of this application.

[0038] Figure 4G This is a schematic diagram illustrating the display of third prompt information for a text input box, provided in an embodiment of this application.

[0039] Figure 4H This is a schematic diagram of a first adjustment instruction obtained by speech conversion into text form, provided in an embodiment of this application.

[0040] Figure 4I This is a schematic diagram illustrating the selection of a first adjustment instruction from recommended adjustment instructions provided in an embodiment of this application;

[0041] Figure 4J This is a schematic diagram of the adjustment instructions for changing the display provided in an embodiment of this application;

[0042] Figure 4K This is a schematic diagram illustrating how the first web content page is adjusted based on context, as provided in an embodiment of this application.

[0043] Figure 4L This is a schematic diagram illustrating the adjustment of the first content to the second content provided in an embodiment of this application;

[0044] Figure 4M This is a schematic diagram illustrating the synchronous adjustment of third content with the same theme as the first content, provided in an embodiment of this application.

[0045] Figure 4N This is a schematic diagram illustrating the regeneration of the second content provided in an embodiment of this application;

[0046] Figure 4O This is a schematic diagram illustrating the preview of target content provided in an embodiment of this application;

[0047] Figure 4P This is a schematic diagram illustrating the comparison of content before and after adjustment using a comparison control, provided in an embodiment of this application.

[0048] Figure 4Q This is a schematic diagram illustrating the permission settings of a first object on a second object provided in an embodiment of this application;

[0049] Figure 4R This is a schematic diagram illustrating the automatic correction of erroneous information in the content provided in an embodiment of this application;

[0050] Figure 4S This is a schematic diagram illustrating the adjustment of the page structure provided in an embodiment of this application;

[0051] Figure 4T This is a schematic diagram illustrating the statistical analysis and effect analysis of adjustment records provided in an embodiment of this application;

[0052] Figure 5 This is an internal architecture diagram of multi-layered interaction provided in the embodiments of this application.

[0053] It should be noted that the terms "first" and "second" mentioned above are only used to distinguish between different options and do not represent the degree of superiority or inferiority of the options or their priority in the implementation process. Detailed Implementation

[0054] To make the objectives, technical solutions, and advantages of this application clearer, the application will be further described in detail below with reference to the accompanying drawings. The described embodiments should not be regarded as limitations on this application. All other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of this application.

[0055] In the following description, references are made to “some embodiments,” which describe a subset of all possible embodiments. However, it is understood that “some embodiments” may be the same subset or different subsets of all possible embodiments and may be combined with each other without conflict.

[0056] In the following description, the terms "first / second / third" are used merely to distinguish similar objects and do not represent a specific ordering of objects. It is understood that "first / second / third" may be interchanged in a specific order or sequence where permitted, so that the embodiments of this application described herein can be implemented in an order other than that illustrated or described herein.

[0057] In this application embodiment, the terms "module" or "unit" refer to a computer program or part of a computer program that has a predetermined function and works with other related parts to achieve a predetermined goal, and can be implemented wholly or partially using software, hardware (such as processing circuitry or memory), or a combination thereof. Similarly, a processor (or multiple processors or memory) can be used to implement one or more modules or units. Furthermore, each module or unit can be part of an overall module or unit that includes the functionality of that module or unit.

[0058] Unless otherwise specified, "at least one" as used below refers to one or more cases, and "multiple" can refer to two or more cases.

[0059] Unless otherwise defined, all technical and scientific terms used in the embodiments of this application have the same meaning as commonly understood by one of ordinary skill in the art. The terminology used in the embodiments of this application is for the purpose of describing the embodiments of this application only and is not intended to limit this application.

[0060] In the implementation of this application, the collection and processing of relevant data should strictly comply with the requirements of relevant laws and regulations, obtain the informed consent or separate consent of the personal information subject, and carry out subsequent data use and processing within the scope of laws and regulations and the authorization of the personal information subject.

[0061] Before providing a further detailed description of the embodiments of this application, the nouns and terms involved in the embodiments of this application will be explained, and the nouns and terms involved in the embodiments of this application shall be interpreted as follows.

[0062] 1) Responding to: used to indicate the conditions or states on which the operation is performed depends. When the conditions or states on which it depends are met, one or more operations can be performed in real time or with a set delay. Unless otherwise specified, there is no restriction on the order in which the multiple operations are performed.

[0063] 2) Human-computer interaction interface, which is used to provide human-computer interaction functions / display web content pages.

[0064] For example, graphical user interfaces (GUIs) include augmented reality (AR) interfaces, virtual reality (VR) interfaces, voice user interfaces (VUIs), interactive projection interfaces (using projection technology to display information on a flat surface), eye-tracking interfaces (interfaces controlled by detecting the user's gaze), holographic interfaces (three-dimensional holograms formed by projecting images using holographic projection technology, allowing users to see stereoscopic images without wearing special glasses), multimodal interfaces (interfaces that combine multiple interaction methods, such as tactile, visual, and auditory interaction), and brain-machine interfaces (BMIs).

[0065] 3) Web content pages refer to digital interactive pages presented on terminal carriers such as browsers and mini-programs. Their core components include content elements such as text, tables, and images, as well as structural components such as layout, navigation bars, and content sections. Web content pages allow users to log in with an account to obtain operation permissions, enabling them to perform operations such as browsing, editing, and adjustments. Based on usage scenarios, they can be divided into two categories: pages for independent operation by a single user, and pages for collaborative editing by multiple users.

[0066] 4) Adjustment instructions refer to instructions generated by an object through an instruction input control to achieve the goal of modifying specific content or structure on a web page. These instructions can be generated manually, selected from recommended related instructions, or automatically filled by artificial intelligence. Adjustment instructions include: the content to be adjusted and the type of adjustment operation.

[0067] 5) Operational intent refers to the specific goals and core needs that an object expects to achieve throughout the entire process of adjusting web content pages. Operational intent cannot be directly obtained and must be indirectly reflected through the object's operational behavior characteristics. The core role of operational intent is reflected in two key scenarios: first, in multi-object collaborative editing, it helps identify operational conflicts; second, when AI recommends or automatically fills in instructions, it helps determine the degree of matching between instructions and object needs, ensuring that the adjustment process is more in line with the actual needs of the object and reducing invalid operations.

[0068] 6) Adjustment effect refers to the final, evaluable result after artificial intelligence strictly follows adjustment instructions to perform a complete adjustment operation on the target content or structure of a web page. The adjustment effect can be specifically measured from two dimensions: first, the data indicator dimension, which quantifies the actual effect of the adjustment, such as a 20% improvement in browsing efficiency; second, the visual presentation dimension, which shows the adjustment result through intuitive page changes, such as changing text from 12-point font to 16-point font for clearer layout. The adjustment effect is the core standard for judging the success of the adjustment operation. If the effect meets the user's expectations, the adjustment process is closed; if the effect does not meet expectations, the user can optimize the effect by re-editing the instructions or triggering regeneration to ensure that the final web page meets the user's needs.

[0069] 7) Error messages refer to content issues on web pages that do not conform to objective facts, logical rules, or industry standards, leading to information transmission deviations, user misunderstandings, or operational obstacles. These mainly include four specific types: factual errors, data errors, logical errors, and redundant statements. Error messages can be automatically identified by artificial intelligence through real-time scanning of web content pages and need to be eliminated through corrective processing. For factual and data errors, a replacement operation is performed; for logical errors, an order adjustment operation is performed; and for redundant statements, a deletion operation is performed.

[0070] 8) Page structure refers to the arrangement, organization, and interaction logic of all structural components within a web content page. Its core function is to systematically integrate various content components into a page framework that conforms to user browsing habits and usage scenarios. Based on the type of structural components, page structures can be divided into three main forms: layout structure (defining the arrangement of the core content structure on the page); navigation bar structure (defining the position and style of page navigation components); and content partitioning structure (defining the internal division of a specific core content area on the page). Page structures can be modified using adjustment commands, and the resulting new page structure (i.e., the second page structure) can adapt to different scenario requirements.

[0071] In related technologies, adjustments to web content pages typically rely on the limited adjustment functions preset by the page itself, or content adjustment operations within a preset range. This fails to meet users' needs for diverse and personalized adjustments to page content. Furthermore, these technologies lack the ability to flexibly adapt to different user needs and scenarios, making it difficult to efficiently and accurately adjust the content of web content pages, thus affecting users' web content browsing experience.

[0072] Based on the above analysis, the applicant found that the page content processing methods of related technologies cannot quickly personalize web page content. In order to address the above problems, this application provides a page content processing method that can improve the efficiency of adjusting web page content.

[0073] The following describes exemplary applications of the electronic devices provided in the embodiments of this application. These electronic devices can be implemented as various types of terminals such as laptops, tablets, desktop computers, set-top boxes, smartphones, smart speakers, smartwatches, smart TVs, and in-vehicle terminals, or as servers. The following will describe exemplary applications when the electronic device is implemented as a terminal.

[0074] See Figure 1 , Figure 1 This is a schematic diagram of the architecture of the page content processing system 100 provided in the embodiments of this application. In order to support the processing application of a page content, the terminal (terminal 400-1 and terminal 400-2 are shown as examples) connects to the server 200 through the network 300. The network 300 can be a wide area network or a local area network, or a combination of the two.

[0075] Terminal 400-1 is used to display a first network content page on the human-computer interaction interface 410-1, and display an artificial intelligence control on the first network content page; in response to a trigger operation on the artificial intelligence control, display an instruction input control, and display a first adjustment instruction input based on the instruction input control; in response to an application operation on the first adjustment instruction, display a second network content page.

[0076] In some embodiments, terminal 400-1 is used to display a first network content page on human-computer interaction interface 410-1, and display an artificial intelligence control on the first network content page; in response to a trigger operation on the artificial intelligence control, display an instruction input control, and display a first adjustment instruction for the first content based on the input of the instruction input control; in response to an application operation on the first adjustment instruction, send the first adjustment instruction to server 200, server 200 is used to parse the first adjustment instruction, and apply the first adjustment instruction to the first content through artificial intelligence to generate second content, server 200 sends the second content to terminal 400-1, so as to display a second network content page including the second content on human-computer interaction interface 410-1.

[0077] In some embodiments, terminal 400-1 is logged into the account of a first object, and terminal 400-2 is logged into the account of a second object. Terminal 400-1 displays a first network content page on human-computer interaction interface 410-1, and terminal 400-2 displays a first network content page on human-computer interaction interface 410-2. When the first object has object management permissions for the first network content page, in response to the permission setting operation of the first object for at least one second object, at least one second object is set to have the permission to apply the first adjustment instruction, and synchronized to terminal 400-2 through network 300 and server 200.

[0078] In some embodiments, server 200 may be a standalone physical server, a server cluster or distributed system composed of multiple physical servers, or a cloud server providing basic cloud computing services such as cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communication, middleware services, domain name services, security services, content delivery networks (CDNs), and big data and artificial intelligence platforms. Terminals and servers can be connected directly or indirectly via wired or wireless communication, which is not limited in this embodiment.

[0079] See Figure 2 , Figure 2 This is a schematic diagram of the structure of terminal 400-1 provided in an embodiment of this application. Figure 2 The terminal 400-1 shown includes at least one processor 410, a memory 450, at least one network interface 420, and a user interface 430. The various components in terminal 400-1 are coupled together via a bus system 440. It is understood that the bus system 440 is used to implement communication between these components. In addition to a data bus, the bus system 440 also includes a power bus, a control bus, and a status signal bus. However, for clarity, ... Figure 2 The general labeled all buses as Bus System 440.

[0080] The processor 410 can be an integrated circuit chip with signal processing capabilities, such as a general-purpose processor, a digital signal processor (DSP), or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. The general-purpose processor can be a microprocessor or any conventional processor, etc.

[0081] User interface 430 includes one or more output devices 431 that enable the presentation of media content, including one or more speakers and / or one or more visual displays. User interface 430 also includes one or more input devices 432, including user interface components that facilitate user input, such as a keyboard, mouse, microphone, touch screen display, camera, other input buttons and controls.

[0082] The memory 450 may be removable, non-removable, or a combination thereof. Exemplary hardware devices include solid-state storage, hard disk drives, optical disk drives, etc. The memory 450 may optionally include one or more storage devices physically located away from the processor 410.

[0083] The memory 450 may include volatile memory or non-volatile memory, or both. The non-volatile memory may be read-only memory (ROM), and the volatile memory may be random access memory (RAM). The memory 450 described in this application embodiment is intended to include any suitable type of memory.

[0084] In some embodiments, memory 450 is capable of storing data to support various operations, examples of which include programs, modules, and data structures or subsets or supersets thereof, as illustrated below.

[0085] Operating system 451 includes system programs for handling various basic system services and performing hardware-related tasks, such as the framework layer, core library layer, driver layer, etc., for implementing various basic business functions and handling hardware-based tasks;

[0086] The network communication module 452 is used to reach other electronic devices via one or more (wired or wireless) network interfaces 420, exemplary network interfaces 420 including: Bluetooth, WiFi, and Universal Serial Bus (USB), etc.; etc.) enabling the presentation of information (e.g., a user interface for operating peripheral devices and displaying content and information).

[0087] The input processing module 454 is used to detect and translate one or more user inputs or interactions from one or more input devices 432.

[0088] In some embodiments, the apparatus provided in this application can be implemented in software. Figure 2A processing device 455 for page content stored in memory 450 is shown. This device can be software in the form of programs and plug-ins, and includes the following software modules: a first display module 4551, a second display module 4552, and a third display module 4553. These modules are logically linked and can therefore be arbitrarily combined or further divided according to their implemented functions. The functions of each module will be described below.

[0089] In some embodiments, the terminal or server can implement the page content processing method provided in this application embodiment by running various computer-executable instructions or computer programs. For example, computer-executable instructions can be microprogram-level commands, machine instructions, or software instructions. Computer programs can be native programs or software modules in an operating system; they can be native applications (APPs), i.e., programs that need to be installed in the operating system to run; or they can be applets that can be embedded in any APP, i.e., programs that only need to be downloaded to a browser environment to run. In summary, the aforementioned computer-executable instructions can be any form of instruction, and the aforementioned computer programs can be any form of application, module, or plugin.

[0090] The method for processing page content provided in this application will be described in conjunction with exemplary applications and implementations of the terminals provided in the embodiments of this application.

[0091] See Figure 3A , Figure 3A This is a first flowchart illustrating the page content processing method provided in this application embodiment, with the terminal as the main component, and combining... Figure 3A The steps shown are explained.

[0092] In step 101, a first web content page is displayed, and an artificial intelligence control is displayed on the first web content page. The artificial intelligence control is used to adjust the content on the first web content page through artificial intelligence.

[0093] In some embodiments, the first web content page may be a Hyper Text Markup Language (HTML) page displayed directly in a browser, or it may be an HTML page displayed in a mini-program.

[0094] For example, the content in the first web content page includes, but is not limited to, at least one of the following: page structure, text, images, videos, audio, links, and style information. Artificial intelligence controls can be accessed and displayed through content interactions, or they can be permanently displayed in a fixed position on the first web content page. The artificial intelligence can be any of the following: Large Language Model (LLM), Bidirectional Encoder Representations from Transformers (BERT), a multimodal model based on computer vision and natural language processing, or a style generation model fine-tuned based on Code Llama.

[0095] In some embodiments, step 101, “displaying an AI control in a first web content page,” can be achieved by performing the following process: in response to a selection operation on first content in a first web content page, displaying an AI control, wherein the first content is at least a portion of the content of the first web content page.

[0096] For example, selection operations for the first content include various methods, such as selecting text using a mouse bounding box, dragging the mouse to select text, or clicking the content's bounding box. See also Figure 4A , Figure 4A This is a schematic diagram illustrating the display of an artificial intelligence control by selecting first content, as provided in an embodiment of this application. Figure 4A The left-hand image shows a first web content page 601. In response to a selection operation on first content 602 within the first web content page 601, in... Figure 4A The right-hand image shows an artificial intelligence control 603, and the first content 602 is at least a portion of the content of the first web content page 601.

[0097] This application embodiment displays an AI control in response to the selection operation of the first content, so that the AI ​​control is directly associated with the specific first content. The subsequent input of the first adjustment command can be accurately applied to the selected first content, avoiding the adjustment operation from being applied to other irrelevant content on the page, thus improving the accuracy of content adjustment. At the same time, there is no need to trigger the control first and then specify the content to be adjusted. The adjustment is initiated directly based on the selected first content, reducing operation steps and improving adjustment efficiency.

[0098] In some embodiments, the first web content page is logged into the account of the first object. If the first object's role is that of a developer, the AI ​​control is displayed; that is, if the first object's account has the authority to adjust the content of the first web content page, the AI ​​control is displayed. If the first object's role is not that of a developer, the AI ​​control is not displayed.

[0099] For example, in addition to the developer role, the role types and corresponding adjustment permissions of the first object can be refined. For instance, an editor role (with permissions to modify text content and adjust basic styles), an administrator role (with permissions to adjust all page content and assign permissions), and a regular visitor role (without content adjustment permissions) can be set. For different roles, the AI ​​control will be displayed differently in response to selection actions on the first content. For example, the AI ​​control will be displayed in response to an administrator's selection action on the first content, while it will not be displayed in response to a regular visitor's selection action on the first content.

[0100] This application embodiment uses a role- and permission-based control display logic to only open AI controls to the first object with adjustment permissions, preventing unauthorized objects from arbitrarily initiating content adjustment operations, effectively preventing accidental modification or malicious tampering of page content, and ensuring the content security of the first network content page; at the same time, it refines the role and permission hierarchy, so that different objects can only use functions appropriate to their responsibilities, achieving precise permission control and meeting the standardized content management needs of enterprises or platforms.

[0101] In some embodiments, prior to the above-described "displaying AI controls", the following processing may also be performed: in response to a cursor hover operation performed on the first content, highlighting the first content; in response to a confirmation operation on the first content, locking the first content and displaying the first content in the locked state, so as to adjust the first content in the locked state based on artificial intelligence.

[0102] For example, in response to the cursor hovering over the first content for a duration exceeding a threshold, the first content is highlighted. The highlighting method includes, but is not limited to, at least one of the following: highlighting, blinking, zooming, bolding, underlining, background color, and a bounding box. Confirmation actions include, but are not limited to, any of the following: single click, double click, swipe, long press, clicking a shortcut key, or displaying a confirmation control and clicking. The locked state can be achieved through any of the following methods: displaying the bounding box of the first content, displaying a lock icon, or displaying a specific color.

[0103] For example, see Figure 4B , Figure 4B This is a schematic diagram illustrating the locking of the selected first content according to an embodiment of this application. Figure 4B The left-hand image shows a first web content page 601. In response to a cursor hover operation performed on the first content 602, for example, if the cursor 604's hover duration on the first content exceeds a duration threshold, [the following text appears to be unrelated and possibly machine-generated:] ... Figure 4BIn the middle image, the first content 602 is highlighted. In response to a confirmation operation on the first content 602, such as clicking the first content 602, the first content 602 is locked and the locked first content 602 is displayed, such as by bolding the bounding box of the first content 602 and displaying the lock prompt message 605 "Locked", so as to adjust the first content 602 in the locked state based on artificial intelligence.

[0104] In this embodiment, the first content is highlighted by hovering the cursor, allowing the user to visually view the range of the first content to be adjusted before confirming the lock, thus avoiding adjustment deviations caused by misselecting content. At the same time, the locked state further clarifies the selected content, preventing subsequent AI-based first adjustment operations from acting on non-first content, reducing the probability of misoperation and improving the accuracy of content adjustment.

[0105] In some embodiments, the above-mentioned "highlighting the first content in response to a cursor hover operation performed on the first content" can be implemented by performing the following process: in response to a cursor hover operation performed on the first content, displaying a bounding box including the first content using a first style. The above-mentioned "locking the first content in response to a confirmation operation on the first content and displaying the first content in a locked state" can be implemented by performing the following process: in response to a confirmation operation on the first content, locking the first content and displaying a bounding box including the first content using a second style, wherein the second style is used to indicate that the first content is in a locked state.

[0106] For example, the second style can be more prominent than the first style. For instance, the border line width of the second style is wider than that of the first style; the border of the first style is a dashed line, while the border of the second style is a solid line; the second style adds several visual elements to the first style, including icons in the four corners of the border, serial numbers next to the child content borders, and permission labels at the bottom of the border; the second style can also add a semi-transparent background overlay, while the first style does not have these additional elements; the border color of the second style differs from that of the first style; the second style can add a shadow effect; the border of the first style has a slight flickering dynamic effect, while the border of the second style does not have any dynamic flickering effect.

[0107] For examples, see below. Figure 4B The left-hand image, in response to a cursor hover operation performed on the first content 602, Figure 4B In the intermediate image, a first style is used to display the bounding box including the first content 602, for example, the first style has a bounding box width of 0.75 points. In response to a confirmation operation for the first content 602, in Figure 4B In the right-hand image, the first content 602 is locked, and the bounding box including the first content 602 is displayed using the second style, for example, the second style is a bounding box width of 4 points.

[0108] In this embodiment, the hover and locked states of the first content are displayed using first and second style bounding boxes, respectively. The two styles have a clear visual difference, allowing users to quickly determine the current state of the first content through the bounding box style, avoiding operational confusion caused by ambiguous states and improving recognition efficiency. The bounding box directly selects the range of the first content. When hovering, users can intuitively confirm the boundary of the content to be selected through the first style bounding box, avoiding accidental selection of adjacent content. When locked, the second style bounding box further clarifies the locked content range, preventing subsequent adjustment operations from mistakenly affecting unlocked areas. This visually ensures the accuracy of content selection and adjustment, reducing misoperations.

[0109] In some embodiments, see Figure 3B , Figure 3B This is a schematic diagram of the second process of the page content processing method provided in the embodiments of this application. After step 101 "displaying the first network content page", the following steps are executed: Figure 3B Steps 201 to 203 are explained in detail below.

[0110] In step 201, a record viewing control is displayed on the first network content page.

[0111] In some embodiments, the record viewing control is associated with the role permissions of the first object. When a developer or editor account is logged in, the record viewing control is displayed normally (e.g., a colored icon); ordinary browser accounts do not have permission to view history, so the record viewing control is displayed in gray and unclickable form, or is not displayed at all. If the number of historical modification records is 0 (no historical adjustment operations), a number 0 is added next to the control to inform the user that there are currently no records to view.

[0112] For example, see Figure 4C , Figure 4C This is a schematic diagram illustrating the selection and application of historical modification records provided in an embodiment of this application. Figure 4C In the left-hand image, the record viewing control 606 is displayed on the first network content page 601.

[0113] In step 202, in response to a trigger operation on the record viewing control, at least one historical modification record is displayed, which is a modification record of the content of the first web content page that has undergone historical adjustment operations.

[0114] In some embodiments, in addition to the basic list of modification records, historical modification records can be categorized and displayed by modification time, or grouped by adjustment operation type, with the number of historical modification records of that type indicated next to each group. A record preview function can also be added; when the mouse hovers over a historical modification record, a small window pops up displaying the core changes made in that record. Filtering and search functions can be added, providing filter options, with the first object allowing selection of a specific modifier or a set time range. Keyword search is also supported; entering keywords related to the adjustment content in the search box will match and display historical modification records containing those keywords in real time.

[0115] Following the example of step 201 above, in response to a trigger operation on the record viewing control 606, in Figure 4C The intermediate image shows at least one historical modification record, such as historical modification record 607 and historical modification record 608. The historical modification record is a modification record of the historical adjustment operation performed on the content of the first web content page 601.

[0116] In step 203, in response to a selection operation for any historical modification record, a third web content page applying the historical modification record is displayed.

[0117] In some embodiments, multiple page switching methods are supported. After selecting a historical modification record, it can be displayed by overwriting the current page, comparing in split screen, or opening in a new window. A step-back function can also be added. If a historical modification record is the result of multiple consecutive adjustments, the page changes of each step can be displayed step by step in the order of adjustment, clearly presenting the adjustment process.

[0118] Following the example of step 202 above, in response to a selection operation on any historical modification record, such as a selection operation on historical edit record 608, in Figure 4C In the right-hand image, the third network content page 609 of the application history modification record 608 is displayed. Compared with the first network content page 601, the spacing between the cards corresponding to the second chapter and the cards corresponding to the first chapter is increased, and the bounding box of the cards corresponding to the second chapter changes from a solid line to a dashed line.

[0119] This application embodiment, through a record viewing control and historical modification records, allows the first object to clearly understand all past historical adjustment operations of the first network content page, avoiding repetitive operations or incorrect adjustments due to forgetting historical adjustment content. This achieves full traceability of the content adjustment process, making it particularly suitable for page management scenarios involving multi-role collaboration. When it is necessary to reuse historical adjustment results or revert to a previous page version, there is no need to re-enter adjustment commands; simply selecting the corresponding historical modification record through the record viewing control quickly displays the third network content page, reducing operation steps, lowering the time cost of content recovery and rollback, and improving operational efficiency.

[0120] In some embodiments, when the first web content page is a page that multiple objects collaboratively edit, after step 101 "display the first web content page", the following processing may also be performed: for each object, display the object's identifier and operation intent at the position of the content adjusted by the object in the first web content page.

[0121] For example, the first web content page could also be the content page of an online document, and the operational intent is generated by artificial intelligence based on the first adjustment instruction of the object input. The operational intent can be determined by performing the following processes: Obtain the complete text content of the first adjustment instruction, including the adjustment object, operation type, and parameter details; obtain the specific behavioral characteristics that trigger the first adjustment operation, such as the operation triggering method, the difference in content state before and after adjustment, operation time, and step sequence; combine the collaborative editing attributes of the first network content page to collect the object's role information, current collaboration stage, and historical adjustment records; use artificial intelligence to call a multimodal model to perform hierarchical analysis on the collected multi-dimensional data, deconstructing the core logic of the object's first adjustment operation from the raw data to form structured information; use a natural language understanding model to semantically deconstruct the text of the first adjustment instruction to identify its core elements; simultaneously, use a behavior recognition model to compare and analyze the difference in content state before and after adjustment; if the object has not input a clear instruction, infer the operation type based on the state difference; call a scenario adaptation model, combining object role and collaboration scenario data to optimize the intent parsing results; based on the core adjustment logic extracted by the model analysis, generate a standardized operational intent description that meets the needs of the collaborative editing scenario, ensuring that other collaborating objects can quickly understand it.

[0122] For example, see Figure 4D , Figure 4D This is a schematic diagram illustrating the identification and operational intent corresponding to multiple objects, provided in an embodiment of this application. Figure 4D The left-hand image shows a multi-user collaboration control 609. In response to a trigger operation on the multi-user collaboration control 609, in... Figure 4DIn the right-hand image, for each object, the object's identifier and operation intent are displayed at the position of the content adjusted by the object in the first network content page 601. For example, for object A, the identifier of object A and the operation intent are displayed at the position of the content adjusted by object A; for object B, the identifier of object B and the operation intent are displayed at the position of the content adjusted by object B.

[0123] This application embodiment displays identifiers and operation intentions at the location of the content being adjusted, allowing all collaborating objects to intuitively understand each other's adjustment positions and intentions. This avoids redundant adjustments or conflicting operations caused by information asymmetry, reduces collaboration and communication costs, and improves collaborative editing efficiency. When multiple objects are collaboratively editing, the identifiers and operation intentions allow for real-time monitoring of other objects' adjustment dynamics, preventing multiple people from simultaneously performing conflicting adjustments on the same content.

[0124] Here, when two or more objects are detected performing different adjustment operations on the same content (i.e., object conflict), if one of the conflicting objects has the first network content page object management permission, that object is granted the conflict decision-making power by default, and other objects must wait for its decision. If the conflicting objects only have application permissions, the adjustment operation of the object that obtained the application permission earliest is retained according to the permission granting time, while the conflict result of other objects is displayed. The operation intent of each object is prioritized, with the correction operation for content error information having higher priority than the regular content adjustment operation. If both are error correction operations, the operation intent for more complete correction is retained first, and the priority determination basis is explained in the conflict prompt box. If the conflicting objects have the same permission level (both have application permissions or both have object management permissions) and the operation intent has the same priority, a negotiation entry is provided in the conflict prompt box. Each conflicting object can view the other's operation intent through the entry. After reaching an agreement, either party can click the confirmation negotiation result button to execute the adjustment operation according to the negotiation result. If no agreement is reached within the time limit, the operation intent of the object that initiated the adjustment operation earliest is automatically retained, and other objects are displayed.

[0125] See also Figure 3A In step 102, in response to a trigger operation on the artificial intelligence control, an instruction input control is displayed, and a first adjustment instruction based on the input of the instruction input control is displayed. The first adjustment instruction is used to indicate that a first adjustment operation is performed on the content of the first web content page.

[0126] In some embodiments, the instruction input control includes a text input box for inputting a first adjustment instruction in text form. Step 102, "displaying the instruction input control in response to a trigger operation on the AI ​​control," can be achieved by performing the following processes: embedding and displaying the text input box in the first web content page in response to a trigger operation on the AI ​​control; or displaying an input interface independent of the first web content page and displaying the text input box in the input interface.

[0127] For example, see Figure 4E , Figure 4E This is a schematic diagram illustrating the embedding and display of a text input box in a first network content page, as provided in an embodiment of this application. Figure 4E The left-hand image shows a first web content page 601, and an artificial intelligence control 603 is displayed on the first web content page 601. In response to a trigger operation on the artificial intelligence control 603, in Figure 4E In the right-hand image, a text input box 610 is embedded in the first web content page.

[0128] For example, the input interface can be a floating layer or a floating window. See also Figure 4F , Figure 4F This is a schematic diagram illustrating the display of a text input box in an input interface, as provided in an embodiment of this application. Figure 4F The left-hand image shows a first web content page 601, and an artificial intelligence control 603 is displayed on the first web content page 601. In response to a trigger operation on the artificial intelligence control 603, in Figure 4F The right-hand image shows an input interface 611 independent of the first web content page 601, and a text input box 610 is displayed in the input interface 611.

[0129] The two text input box display methods in this application embodiment can adapt to different scenarios. Users can choose according to the complexity of the first adjustment command and their own operating habits, breaking the limitations of a single display method and improving operational flexibility. When embedded, the text input box adapts to the content position to avoid obscuring core information; when displayed independently, it is isolated from the first network content page, so that the user's input command will not disrupt the original page's content layout, ensuring the user's normal browsing experience of the first network content page.

[0130] In some embodiments, when displaying a text input box, a third prompt message may be displayed for the text input box. The third prompt message includes an example of a first adjustment instruction, which is used to prompt the input method of the first adjustment instruction.

[0131] For example, to show a text input box in the input interface, see [link to example]. Figure 4G , Figure 4GThis is a schematic diagram illustrating the display of third prompt information for a text input box, provided in an embodiment of this application. Figure 4G The left-hand image shows a first web content page 601, and an artificial intelligence control 603 is displayed on the first web content page 601. In response to a trigger operation on the artificial intelligence control 603, in Figure 4G In the right-hand diagram, an input interface 611, independent of the first web content page 601, is displayed, and a text input box 610 is displayed in the input interface 611. When the text input box 610 is displayed, a third prompt message 612 may be displayed for the text input box 610. The third prompt message 612 includes an example of the first adjustment instruction, used to prompt the input method of the first adjustment instruction. The third prompt message may be "For example, enter 'Add more details about community life'".

[0132] The third prompt information shown in this application embodiment provides an example of the first adjustment instruction, clarifying the input method and expression format of the first adjustment instruction. Users do not need to explore or memorize the correct instruction format themselves. For users who are using it for the first time or are unfamiliar with the instruction input rules, they can directly refer to the example to complete the input, reducing the input difficulty and cognitive threshold. The example provides users with an instruction template that meets the requirements, avoiding invalid instructions caused by ambiguous expression or incorrect format, ensuring that the first adjustment instruction entered by the user can accurately convey the adjustment needs, reducing adjustment operation failures caused by instruction problems, and improving input accuracy.

[0133] In some embodiments, the instruction input control further includes a voice input control, and step 102, "displaying the first adjustment instruction input based on the instruction input control", can be achieved by performing the following process: in response to the voice input operation performed based on the voice input control, displaying the first adjustment instruction in text form obtained by converting the input voice into text in a text input box.

[0134] For example, in response to a voice input operation performed by the first object based on the voice input control, the terminal's audio acquisition service is activated to acquire the voice signal emitted by the first object; preprocessing is performed on the acquired raw voice signal to eliminate interference factors and improve subsequent recognition accuracy; the preprocessed voice signal is input into the voice recognition model, and the corresponding recognition model parameters are called according to the language type preset by the first object; the model analyzes the voiceprint features and intonation changes of the voice segment, maps the voice signal into the corresponding text sequence, and generates initial text; combined with the format requirements of the first adjustment instruction and the page scenario, the initial text is optimized to obtain the first adjustment instruction.

[0135] For example, see Figure 4H , Figure 4H This is a schematic diagram illustrating the first adjustment instruction obtained through speech conversion in text form, provided in an embodiment of this application. Figure 4HThe left-hand image shows an input interface 611 independent of the first web content page. The input interface 611 displays a text input box 610 and a voice input control 613. In response to a voice input operation performed based on the voice input control 613, such as long-pressing the voice input control 613 while the user inputs voice, the input is displayed. Figure 4H In the right-hand image, the first adjustment instruction 614 for the text form obtained by converting the recorded speech is displayed in the text input box 610.

[0136] This application embodiment displays a voice input control, allowing users to replace manual text input with voice recording. This eliminates the need to master complex command formats or perform keyboard operations, lowering the technical barrier to input and enabling more users to easily initiate initial adjustment commands. Voice input is faster than manual text input; users can directly express their adjustment needs verbally, and the voice is quickly converted into text and displayed in the text input box, shortening the command input time and improving overall operational efficiency.

[0137] In some embodiments, the instruction input control includes a content input area, see [link to documentation]. Figure 3C , Figure 3C This is a schematic diagram of the third process of the page content processing method provided in the embodiments of this application. Figure 3A Step 102, "Display the first adjustment command based on the command input control," can be achieved through... Figure 3C Steps 1021 to 1022 are implemented, and the details are explained below.

[0138] In step 1021, at least one recommended adjustment instruction is displayed on the first network content page, and the at least one adjustment instruction is related to the content.

[0139] In some embodiments, the adjustment instruction can be a newly generated instruction or a previously used instruction. If the adjustment instruction is a previously used instruction, and there are multiple such instructions, "displaying at least one recommended adjustment instruction in the first web content page" can be achieved by performing the following process: displaying multiple adjustment instructions in descending order according to preset sorting parameters, the preset sorting parameters including at least one of the following: the historical number of times the adjustment instruction has been used, its usage frequency, the latest usage date, and its relevance to the content.

[0140] For example, at least one adjustment instruction can be generated by performing the following processes: identifying and collecting the type, attributes, and location information of the content; extracting the semantic information of the content and the current page scenario; performing multi-dimensional correlation analysis on the collected content data to deduce the direction of adjustment needs related to the content from three dimensions: the characteristics of the content itself, potential user needs, and scenario adaptation requirements; generating standardized adjustment instructions based on the adjustment need directions determined by the correlation analysis, and filtering out at least one final adjustment instruction related to the content through correlation verification to ensure that the adjustment object in the instruction completely matches the content in the first network content page, and filtering out the instructions most necessary to improve content readability and adapt to the scenario.

[0141] For example, see Figure 4I , Figure 4I This is a schematic diagram illustrating the selection of a first adjustment instruction from recommended adjustment instructions, provided in an embodiment of this application. Figure 4I The left-hand image shows a first web content page 601, and an artificial intelligence control 603 is displayed on the first web content page 601. In response to a trigger operation on the artificial intelligence control 603, in Figure 4I In the intermediate image, at least one recommended adjustment instruction is displayed on the first network content page 601. The at least one adjustment instruction is related to the content, such as adjustment instruction 615, adjustment instruction 616, and adjustment instruction 617.

[0142] In step 1022, in response to a selection operation for a first adjustment instruction among at least one adjustment instruction, the first adjustment instruction is displayed in the content input area.

[0143] Following the example of step 1021 above, in response to a selection operation for a first adjustment instruction among at least one adjustment instruction, such as a selection operation for adjustment instruction 615, in Figure 4I In the right-hand diagram, adjustment instruction 615 is used as the first adjustment instruction, and adjustment instruction 615 is displayed in the content input area 618.

[0144] The adjustment instructions recommended in this embodiment are content-related, eliminating the need for users to devise their own instructions. Users simply select from the recommended instructions based on their needs, avoiding invalid operations caused by mismatches between instructions and content or incorrect wording. The selection process replaces manual input; users can click on a recommended instruction to display the first adjustment instruction in the content input area, eliminating the need to type each character and shortening input time. Furthermore, the recommended instructions are filtered and highly relevant to the content, preventing users from searching through numerous irrelevant instructions, further improving operational efficiency and allowing users to quickly proceed to the content adjustment stage.

[0145] In some embodiments, a command change control may be displayed, and in response to a trigger operation on the command change control, the display of new adjustment commands is refreshed. In response to a selection operation on a first adjustment command among the new adjustment commands, the first adjustment command is displayed in the content input area.

[0146] For example, see Figure 4J , Figure 4J This is a schematic diagram of the adjustment instructions for changing the display provided in an embodiment of this application. Figure 4J In the left-hand image, at least one recommended adjustment instruction is displayed on the first network content page 601. This adjustment instruction is content-related, such as adjustment instruction 615, adjustment instruction 616, and adjustment instruction 617. An instruction replacement control 619 is also displayed. In response to a trigger operation on the instruction replacement control 619, in... Figure 4J In the intermediate image, new adjustment commands are refreshed and displayed, such as adjustment command 620, adjustment command 621, and adjustment command 622. In response to a selection operation on the first of the new adjustment commands, such as a selection operation on adjustment command 621, in... Figure 4J In the right-hand diagram, adjustment instruction 621 is used as the first adjustment instruction, and adjustment instruction 621 is displayed in the content input area 618.

[0147] This application embodiment allows for refreshing the display of new adjustment instructions by changing the control, avoiding situations where the initial recommended instructions fail to meet user needs. This provides users with more content-related instructions to choose from, ensuring that the instructions cover a wider range of adjustment requirements and improving adaptability to personalized user needs. If the initial content changes or the user is dissatisfied with the initial instructions, refreshing the interface will provide new instructions that better match the current content, preventing adjustment failures due to a disconnect between instructions and content. This ensures that the recommended instructions are always highly relevant to the content, guaranteeing the accuracy and effectiveness of subsequent adjustment operations.

[0148] In some embodiments, after a first adjustment instruction is displayed in the content input area, an edited first adjustment instruction can be displayed in response to an editing operation on the first adjustment instruction, and a second web content page can be displayed in response to an application operation on the edited first adjustment instruction. The second web content page is obtained by performing the edited first adjustment operation on the content through artificial intelligence.

[0149] For example, auxiliary information is displayed in real time during the editing process. If the modified parameters do not conform to the rules, a prompt indicating that the parameters do not conform to the rules will pop up next to the input area. If key information is deleted, the missing part will be automatically marked (e.g., marked with a red underline "[Missing adjustment object]"). After editing is completed, a confirmation prompt "Editing completed, you can click to apply" will be displayed, and the core logic of the edited command will be previewed below the input area.

[0150] This application embodiment allows for the editing of the first adjustment instruction, which can correct the shortcomings of the initial instruction and make the instruction more closely match the user's actual adjustment needs. This avoids the adjustment effect not meeting expectations due to the initial instruction being inaccurate, and achieves personalized content adjustment. If the initial instruction does not meet the needs, there is no need to re-trigger the artificial intelligence control, refresh the instruction, or reselect; it is only necessary to edit and modify the existing instruction, reducing repetitive operation steps. At the same time, the edited instruction can be directly applied to generate the second web content page without additional conversion or confirmation, reducing operating costs and improving the overall efficiency from instruction determination to content adjustment.

[0151] In some embodiments, see Figure 3D , Figure 3D This is a schematic diagram of the fourth process of the page content processing method provided in this application embodiment. After step 102 "displaying the first adjustment instruction based on the instruction input control", the following steps are executed: Figure 3D Steps 301 to 302 are explained in detail below.

[0152] In step 301, a context card is displayed, which includes the context of the first content.

[0153] In some embodiments, the context in a context card can be displayed in descending order of hierarchy, such as first-level heading, second-level heading, third-level heading, etc. Context cards also include content attributes, such as font, paragraph structure, keywords, etc. for text-based content, and row number, column number, data type, etc., for table-based content, and attribute information can be distinguished using different color labels.

[0154] For example, see Figure 4K , Figure 4K This is a schematic diagram illustrating the context-based adjustment of a first web content page, as provided in an embodiment of this application. Figure 4K The left-hand image shows a first adjustment command 614 input based on the command input control, and a context card 623 is shown, which includes the context of the first content.

[0155] In step 302, in response to the determination instruction for the context card, the context card is de-displayed and a second prompt message is displayed. The second prompt message is used to suggest that the context is used as the basis for artificial intelligence to adjust the content.

[0156] In some embodiments, the context card includes a context confirmation control. In response to a triggering operation on the context confirmation control, the context card is de-displayed, and a second prompt message is displayed. Multiple confirmation command triggering methods are supported. In addition to triggering the context confirmation control, it can also be triggered by double-clicking any area of ​​the context card, pressing the Enter key on the keyboard, or clicking a blank area outside the card.

[0157] Following the example of step 301 above, in Figure 4K In the left-hand diagram, context card 623 includes a context confirmation control 624, which responds to a confirmation instruction for context card 623, such as a trigger operation for context confirmation control 624. Figure 4K In the right-hand image, the context card 623 is removed, and the second prompt message 625 is displayed. The second prompt message is used to provide a prompt, using the context as the basis for artificial intelligence to adjust the content.

[0158] This application embodiment displays the context and attributes of the first content through context cards, allowing artificial intelligence to clearly understand the content's related information and inherent characteristics. This avoids the AI ​​blindly adjusting based solely on the first adjustment instruction, ensuring that the adjustment operation aligns with the actual content and improving the accuracy and adaptability of the adjustment. The context cards intuitively present the information that the AI ​​will refer to during the adjustment, and the second prompt further confirms the basis for the adjustment, strengthening user understanding and allowing users to anticipate the adjustment results.

[0159] See also Figure 3A In step 103, in response to the application operation of the first adjustment instruction, a second network content page is displayed, which is obtained by performing the first adjustment operation on the content through artificial intelligence.

[0160] Here, if the first adjustment instruction does not include the first content, the first adjustment instruction is used to perform a first adjustment operation on the manually selected first content; if the first content is not selected, the first adjustment instruction includes the first content, and the first adjustment instruction is used to perform a first adjustment operation on the included first content. During the generation of the second content, a modification animation is displayed to indicate that the first content is being modified; after the animation finishes playing, the second web content page is displayed.

[0161] In some embodiments, the first adjustment instruction is used to instruct that a first adjustment operation be performed on the first content. Step 103, "displaying the second web content page in response to the application operation of the first adjustment instruction", can be implemented by performing step 1031, as described in detail below.

[0162] In step 1031, in response to the application operation for the first adjustment instruction, a second web content page including second content is displayed, the second content being obtained by performing the first adjustment operation on the first content through artificial intelligence.

[0163] In some embodiments, the display format of the second content is adapted according to the type of the first adjustment operation. If the first adjustment operation is a text format conversion, the second content is displayed in the form of replacing the original content; if the first adjustment operation is a content addition, the second content is displayed in the form of inserting below the original content; if the first adjustment operation is a combination of multiple contents, the second content is displayed as an independent block in the middle of the page.

[0164] For example, see Figure 4L , Figure 4L This is a schematic diagram illustrating the adjustment of the first content to the second content according to an embodiment of this application. Figure 4L The left-hand image shows a first web content page 601. In response to a selection operation on first content 602 within the first web content page 601, in... Figure 4L In the middle image, an artificial intelligence control 603 is displayed. The first content 602 is at least a portion of the content of the first web content page 601. In response to an application operation for a first adjustment instruction, a second web content page 627 including second content 626 is displayed. The second content 626 is obtained by performing a first adjustment operation on the first content 602 through artificial intelligence.

[0165] In this embodiment, the second content is the direct result of artificial intelligence performing the first adjustment operation on the first content, and the second web content page clearly presents the second content, allowing users to intuitively see the actual effect after adjustment; at the same time, the second content is strictly generated based on the first adjustment instruction, ensuring that the adjustment result is highly consistent with the instruction requirements, thereby improving the accuracy of the adjustment.

[0166] In some embodiments, the content may also include third content different from the first content, and the first content and the third content may correspond to the same topic. See [link to relevant documentation]. Figure 3E , Figure 3E This is a fifth flowchart illustrating the page content processing method provided in this application embodiment. Step 1031 above, "In response to an application operation on a first adjustment instruction, display a second web content page including second content," can be achieved through... Figure 3E Steps 10311 to 10312 are implemented, and the details are explained below.

[0167] In step 10311, in response to the application operation of the first adjustment instruction, a first prompt message is displayed, which is used to prompt that the third content on the same topic is adjusted synchronously.

[0168] In some embodiments, the prompt format is adapted according to the scenario of the first network content page. If the first network content page is a scenario with an embedded text input box, the first prompt information is displayed as a pop-up window below the input box; if the page is a scenario with an independent input interface, the first prompt information is displayed as a floating window in the middle of the interface, while also indicating the position of the third content.

[0169] For example, see Figure 4M , Figure 4M This is a schematic diagram illustrating the synchronous adjustment of third content with the same theme as the first content, provided in an embodiment of this application. Figure 4M In the left-hand image, the first content 602 and the third content 627 are displayed on the first network content page 601, and the first content 602 and the third content 627 correspond to the same theme. In response to the application operation of the first adjustment instruction, the first prompt information 628 is displayed. The first prompt information 628 is used to prompt that the third content 627 with the same theme is adjusted synchronously.

[0170] In step 10312, in response to the confirmation instruction for the first prompt information, a second web content page including the second content and the fourth content is displayed, wherein the fourth content is obtained by performing a first adjustment operation on the third content through artificial intelligence.

[0171] In some embodiments, the first prompt message carries an information confirmation control. In response to a trigger operation on the information confirmation control, a second web content page including the second and fourth contents is displayed. Upon receiving a confirmation instruction from the first prompt message, differentiated feedback is provided based on the number of contents to be adjusted simultaneously. If there is only one instance of third content, a progress bar for the simultaneous adjustment is displayed; if there are multiple instances of third content, a step-by-step progress bar is displayed, with each completed step indicating the adjustment status of the corresponding content, allowing the user to monitor the progress in real time. On the second web content page, the second and fourth contents are uniformly identified, such as by using dashed boxes of the same color, with a theme-based simultaneous adjustment label displayed in the corner of the box. If there are multiple instances of fourth content, a list of simultaneously adjusted contents is added to the right side of the page, allowing users to quickly locate all adjusted content.

[0172] Following the example of step 10311 above, in Figure 4M In the left-hand image, the first prompt message 628 carries an information confirmation control 629, which responds to a confirmation command for the first prompt message 628, such as a trigger operation on the information confirmation control 629. Figure 4M The right-hand image shows a second web content page 627, which includes second content 626 and fourth content 630. The fourth content 630 is obtained by performing a first adjustment operation on the third content 627 through artificial intelligence.

[0173] This application embodiment ensures that all content on the same topic presents a unified format, style, or information dimension after adjustment by synchronously adjusting third-party content on the same theme, thereby improving the overall consistency and professionalism of the page content. Synchronous adjustment requires only a single confirmation command to complete the adjustment of all content on the same theme, reducing repetitive steps and improving the efficiency of content adjustment. The initial prompt information informs the user in advance of the existence of third-party content on the same theme and the option to synchronize it, allowing the user to choose whether to synchronize or not according to their needs, avoiding unexpected adjustments caused by the system's default forced synchronization.

[0174] In some embodiments, see Figure 3F , Figure 3F This is a sixth flowchart illustrating the page content processing method provided in this application embodiment. Before step 1031, "in response to the application operation for the first adjustment instruction, display the second network content page including the second content," the following steps are executed: Figure 3F Steps 401 to 402 are explained in detail below.

[0175] In step 401, a regenerate control is displayed, which is used to regenerate the second content.

[0176] In some embodiments, the regenerate control is displayed immediately after the second content is generated. If the second content fails to be generated, the regenerate control is displayed in gray and is not clickable, with a message "Content generation failed, cannot be regenerated" added next to it. At the same time, it is associated with the role permissions of the first object. Developers and editors can use the regenerate control normally, while ordinary collaborating objects cannot use the regenerate control.

[0177] For example, see Figure 4N , Figure 4N This is a schematic diagram illustrating the regeneration of the second content provided in an embodiment of this application. Figure 4N In the left-hand image, the regeneration control 631 is displayed on the second network content page 627. The regeneration control 631 is used to regenerate the second content 626.

[0178] In step 402, in response to a trigger operation for regenerating the control, a fifth piece of content is displayed, which is obtained by regenerating the second content.

[0179] In some embodiments, if the fifth content has already been generated, in response to a trigger operation on the regeneration control, a secondary confirmation pop-up window appears to confirm whether the fifth content should be displayed, briefly showcasing the core features of the fifth content. The fifth content is specially marked on the second web content page; if the fifth content exists in multiple places (such as multiple text summaries), a list of regenerated content is added to the right side of the page to facilitate quick location of all regenerated content by the user.

[0180] Following the example of step 401 above, in response to the triggering operation for regenerating control 631, in Figure 4N The middle image shows the fifth content 632, which is obtained by regenerating the second content 626.

[0181] In some embodiments, step 1031 above, "in response to the application operation of the first adjustment instruction, display a second web content page including the second content", can be implemented by performing the following process: in response to the application operation of the first adjustment instruction, display a second web content page including the fifth content.

[0182] Following the example of step 402 above, in response to the application operation for the first adjustment instruction, in Figure 4N The image on the right shows the second web content page 627, which includes the fifth content 632.

[0183] In this embodiment, the regeneration control allows users to optimize the generated second content to generate a fifth content that better meets expectations. This secondary optimization enables users to make more precise content adjustments and improves operational flexibility. If the user is not satisfied with the second content, there is no need to re-trigger the first adjustment command or re-enter parameters. The fifth content can be quickly optimized and generated simply by regenerating the control, reducing repetitive steps and improving content adjustment efficiency.

[0184] In some embodiments, see Figure 3G , Figure 3G This is a schematic diagram of the seventh process of the page content processing method provided in the embodiments of this application. Figure 3A Step 103, "Display the second web content page," can be achieved through... Figure 3G Steps 1032 to 1033 are implemented, and the details are explained below.

[0185] In step 1032, the target content obtained by performing the first adjustment operation on the content through artificial intelligence is displayed in the preview interface, and a confirmation control for the target content is displayed.

[0186] In some embodiments, a preview control is displayed on the first web content page, and a preview interface is displayed in response to a triggering operation on the preview control. The preview interface can be displayed in any of the following ways: a split-screen display of the first web content page and the preview interface; a preview interface displayed in a blank area of ​​the first web content page; or a preview interface displayed on the first web content page with a preset transparency.

[0187] For example, see Figure 4O , Figure 4O This is a schematic diagram illustrating a preview of the target content provided in an embodiment of this application. Figure 4OIn the left-hand image, a preview control 633 is displayed on the first network content page 601. In response to a trigger operation on the preview control 633, in Figure 4O In the middle image, a preview interface 634 is displayed. In the preview interface 634, the target content 635 obtained by performing the first adjustment operation on the content through artificial intelligence is displayed, and a confirmation control 636 for the target content 635 is displayed.

[0188] In step 1033, in response to a triggering operation on a determined control, a second web content page is displayed.

[0189] In some embodiments, in response to a trigger operation on a specific control, the transition effect is adapted to the preview interface format. For example, a pop-up preview interface uses a transition from fading to fading; while a split-screen preview interface uses a sliding transition.

[0190] Following the example of step 1032 above, in response to a trigger operation on the determined control 636, in Figure 4O The image on the right shows the second web content page 627.

[0191] This application embodiment allows users to preview the actual effect of the target content through a preview interface. Users can check whether the content meets their adjustment needs before formal application, ensuring that the target content in the final displayed second network content page fully meets user expectations. If problems are found with the target content during preview, users do not need to perform modifications after the second network content page is generated; they can directly close the preview interface and readjust the first adjustment instruction, reducing unnecessary steps and lowering the time and operational costs incurred due to trial and error.

[0192] In some embodiments, see Figure 3H , Figure 3H This is a schematic diagram of the eighth process of the page content processing method provided in this application embodiment. After displaying the preview interface, the following steps are executed: Figure 3H Steps 501 to 502 are explained in detail below.

[0193] In step 501, a comparison control is displayed in the preview interface. The comparison control is used to compare the target content with the content before the first adjustment operation was performed.

[0194] In some embodiments, the control position adapts to the preview interface type. In a pop-up preview interface, the comparison control is displayed as a button combining an icon and text to the left of the confirmation control; in a split-screen preview interface, the comparison control is displayed as a floating icon on the comparison line in the middle of the split screen. Simultaneously, the control state is associated with the content. If the target content is no different from the original content (e.g., the adjusted parameters have not changed), the comparison control is displayed in gray and is not clickable, with a prompt next to it indicating no difference and allowing comparison. Functional description text is added next to the comparison control, prompting "Clicking allows you to switch between displaying the differences between the original and target content in the preview interface."

[0195] For example, see Figure 4P , Figure 4P This is a schematic diagram illustrating the comparison of content before and after adjustment using a comparison control, provided in an embodiment of this application. Figure 4P In the left-hand image, a comparison control 637 is displayed in the preview interface 634. The comparison control 637 is used to compare the target content 635 with the content before the first adjustment operation was performed.

[0196] In step 502, in response to a trigger operation on the comparison control, the differences between the content and the target content are highlighted.

[0197] In some embodiments, the content before and after the adjustment can be displayed in a split screen, and the differences can be highlighted; alternatively, the differences can be highlighted directly in the adjusted target content.

[0198] Following the example of step 501 above, in response to a trigger operation on the comparison control 637, in Figure 4P In the right-hand image, the difference between the highlighted content and the target content 635 is highlighted in content 638 (i.e., all highlighted content).

[0199] This application embodiment responds to a trigger operation on the comparison control, highlighting the differences and intuitively presenting the discrepancies between the content before the first adjustment operation and the target content. This ensures that users fully understand the specific details of the content adjustment and eliminates information gaps. Through clear differentiation, users can quickly assess whether the adjustment has achieved the expected effect, improving the accuracy of their judgment. In multi-object collaborative editing scenarios, the highlighted differences can serve as a basis for adjustment, allowing other collaborating objects to quickly understand the adjusted parts, reducing the cost of subsequent communication and explanation, and improving collaborative efficiency.

[0200] In some embodiments, the first web content page is logged in with the account of the first object. If the first object has object management permissions for the first web content page, in response to the first object's permission setting operation for at least one second object, at least one second object is set to have the permission to apply the first adjustment instruction.

[0201] For example, seeFigure 4Q , Figure 4Q This is a schematic diagram illustrating the permission settings of a first object on a second object according to an embodiment of this application. Figure 4Q In the left-hand image, a permission setting control 639 is displayed on the first network content page 601. In response to a trigger operation on the permission setting control 639, a permission interface 640 is displayed. In response to a permission setting operation by the first object for at least one second object (e.g., object Y), in... Figure 4Q In the diagram on the right, at least one second object is set to have permission to apply the first adjustment instruction. For example, object Y is set to an administrator, who has permission to apply the first adjustment instruction.

[0202] In some embodiments, when the first object does not have object management permissions for the first web content page, and the first object is set to have permissions to apply the first adjustment instruction, step 103 "display the second web content page in response to the application operation of the first adjustment instruction" can be implemented by performing the following process: display the second web content page in response to the application operation of the first object for the first adjustment instruction.

[0203] For example, before "in response to the first object's application operation on the first adjustment instruction, display the second network content page," the validity of the first object's application permissions is automatically verified. If the permissions have expired (e.g., the administrator sets the permission validity period to 7 days), a prompt "Your application permissions have expired. Please contact the administrator to re-authorize" will pop up, blocking the application operation. If the permissions are valid, the application process will be executed directly after the verification passes, without any additional operations, ensuring permission security and smooth workflow. After the application operation is executed, an operation log is automatically recorded. The log includes "Operation Object (First Object Account)," "Operation Time," "Content of the First Adjustment Instruction of the Application," and "Identifier of the Generated Second Network Content Page." The log allows the administrator (with object management permissions) to trace the source of the application operation, facilitating subsequent permission management and troubleshooting.

[0204] This application embodiment controls the granting of application permissions to the second object through object management permissions, preventing unauthorized objects from arbitrarily applying adjustment commands. Simultaneously, it verifies the permissions of application operations to ensure that only authorized objects can execute operations, preventing permission abuse or the use of expired permissions, and ensuring the security and controllability of page content adjustments. By distinguishing between the first object with object management permissions and the first object with only application permissions, it achieves hierarchical permission management, meeting the division of labor needs in multi-object collaboration scenarios and avoiding collaboration chaos caused by excessive concentration or dispersion of permissions.

[0205] In some embodiments, when the first adjustment instruction is not entered and the content includes error information, step 102, "displaying the first adjustment instruction input based on the instruction input control," can be implemented by performing the following processing: displaying a fourth prompt message, which is used to prompt for automatic correction of the error information included in the content; in response to a confirmation operation on the fourth prompt message, displaying the first adjustment instruction automatically filled in the instruction input control by artificial intelligence, which is used to correct the error information. Step 103, "displaying the second web content page in response to an application operation on the first adjustment instruction," can be implemented by performing the following processing: in response to the correction processing of the error information based on the first adjustment instruction, displaying the second web content page, where the correction processing includes at least one of the following: deletion, replacement, and order adjustment.

[0206] For example, error messages include, but are not limited to, at least one of the following: factual errors, referring to information in the content that does not conform to objective facts, commonly seen in deviations in the expression of key elements such as time, subject, and data; data errors, specifically referring to errors in numerical values, parameters, and other data-related information in the content, commonly seen in scenarios such as tables, charts, and product parameters; logical errors, referring to situations where the logical relationships or order expressed in the content are contradictory or unreasonable, commonly seen in scenarios such as event timelines, process steps, and causal relationships. Based on the error characteristics, the correction and handling methods are matched as follows: factual errors (such as data errors) are handled by replacement (replacing incorrect data with correct data while retaining the original content format); redundant errors (such as repetitive statements) are handled by deletion (removing duplicate parts and connecting the remaining content to ensure smooth sentences); logical errors (such as reversed steps) are handled by adjusting the order (rearranging the content order and correcting the logical chain); and compound errors (such as those containing repetition or data errors) are handled by a combination of deletion and replacement to ensure that the handling method matches the essence of the error.

[0207] For example, see Figure 4R , Figure 4R This is a schematic diagram illustrating the automatic correction of errors in the content provided in an embodiment of this application. Figure 4R In the left-hand image, a fourth prompt message 641 is displayed on the first network content page 601. The fourth prompt message 641 is used to provide a prompt and automatically correct any errors included in the content. In response to a confirmation operation on the fourth prompt message 641, such as a triggering operation on the confirmation control 642 carried by the fourth prompt message, in Figure 4R The intermediate image shows a first adjustment instruction 614 automatically filled into the instruction input control via artificial intelligence. This first adjustment instruction 614 is used to correct error messages, such as "automatically correct errors in the content." In response to the error message correction processing based on the first adjustment instruction 614, in Figure 4R The image on the right shows the second web content page 627.

[0208] This application embodiment eliminates the need for users to manually identify errors and write adjustment instructions. Instead, it enhances ease of use through guidance from a fourth prompt and automatic instruction filling by artificial intelligence. The AI ​​generates a suitable first adjustment instruction based on the identified error type, and the correction process strictly corresponds to deletion, replacement, and adjustment order methods, ensuring that the corrected content accurately conforms to facts and logical norms. A closed loop is formed from error identification and prompt confirmation to instruction filling and correction display, eliminating the need for users to repeatedly switch between error location and instruction editing stages, thus reducing wasted time on ineffective operations.

[0209] In some embodiments, where the first adjustment instruction is used to instruct that the first page structure of the first web content page be adjusted, step 103 "displaying the second web content page in response to the application operation of the first adjustment instruction" can be implemented by performing the following process: in response to the first adjustment operation of the first page structure, displaying the second web content page with the second page structure applied, the second page structure being obtained by performing the first adjustment operation on the first page structure through artificial intelligence.

[0210] For example, based on the core components of the first page structure (such as layout, navigation bar style, and content partitioning), different first adjustment operations and second page structure generation logic are adapted. If the adjustment type is a layout adjustment, such as a first page structure with left-side navigation and a single-column content on the right, the first adjustment operation can instruct the right-side single-column content to be changed to a double-column content. The second page structure is then generated through artificial intelligence, for example, by redistributing the structural positions, retaining the left-side navigation, and splitting the right side into a double-column structure that adapts to the content size. If the adjustment type is a navigation bar style adjustment, such as a first page structure with top horizontal navigation, the first adjustment operation can instruct the top horizontal navigation to be changed to left-side vertical navigation. The second page structure is then generated by adjusting the navigation bar position and interaction style, for example, changing the horizontal navigation to vertical and adapting to the left width of the page, ensuring that the second page structure accurately matches the adjustment requirements.

[0211] For example, see Figure 4S , Figure 4S This is a schematic diagram illustrating the adjustment of the page structure provided in an embodiment of this application. Figure 4S In the left-hand image, a first adjustment instruction 614 is displayed in the instruction input control. The first adjustment instruction 614 instructs that the first page structure of the first web content page 601 be adjusted, for example, "adjust the page structure." In response to the first adjustment operation on the first page structure, in... Figure 4S The right-hand image shows a second web content page 627 with a second page structure, which is obtained by performing a first adjustment operation on the first page structure using artificial intelligence.

[0212] Here, in response to a first adjustment operation on the first page structure, multiple page structure templates are displayed; in response to a selection operation on any one of the page structure templates, a second web content page applying the selected page structure template is displayed.

[0213] This application embodiment generates a second page structure by adjusting the first page structure, which can optimize the page structure according to different usage scenarios, improving the flexibility and adaptability of the page structure. Artificial intelligence automatically adapts to the original content when generating the second page structure, eliminating the need for users to manually adjust the content format, reducing content rework caused by structural adjustments, and lowering operational risks.

[0214] In some embodiments, prior to step 103, "displaying the second web content page in response to the application operation of the first adjustment instruction," the following process may also be performed: displaying the edited first adjustment instruction in response to the editing operation of the first adjustment instruction. Step 103, "displaying the second web content page in response to the application operation of the first adjustment instruction," can be implemented by performing the following process: displaying the second web content page in response to the application operation of the edited first adjustment instruction.

[0215] For example, on the first web content page, the first object enters the first adjustment command "Change the top horizontal navigation to the left vertical navigation". In response to the editing operation on the first adjustment command, the edited first adjustment command is displayed as "Change the top horizontal navigation to the left vertical navigation and add a collapse function". After verifying the validity of the command, the message "Editing complete, you can perform the application operation" is displayed.

[0216] In response to the application of the first edited adjustment command, the "left vertical navigation" effect is displayed. After confirmation, the second web content page is displayed. The second page structure is "left vertical navigation (with a collapse button) and right single-column table". Clicking the collapse button can hide the navigation bar and expand the table browsing area. The navigation bar is marked "Adjust according to the edited command: vertical navigation with collapse function". The operation logic is adapted to the needs of the edited command.

[0217] This application embodiment allows for editing of the first adjustment instruction, ensuring that the instruction accurately conveys the page structure adjustment requirements. If the original instruction does not meet the requirements, there is no need to delete and re-enter the complete instruction; only the details need to be supplemented or modified through editing, reducing repetitive operation steps. At the same time, the edited instruction can be directly applied to generate the second page structure without additional conversion or confirmation, reducing operating costs and speeding up the page structure adjustment process.

[0218] In some embodiments, see Figure 3I , Figure 3IThis is a schematic diagram of the ninth step in the page content processing method provided in this application embodiment. After step 103 "display the second network content page", the following steps are executed: Figure 3I Steps 104 to 106 are explained in detail below.

[0219] In step 104, statistics controls are displayed on the second web content page.

[0220] In some embodiments, the status of the statistics control matches the permissions of the first object. Objects with object management permissions can view the adjustment records of all objects, and the statistics control is marked as allowing full statistics. Objects with only application permissions can only view their own adjustment records, and the statistics control is marked as allowing individual statistics. If there are no adjustment records on the second web content page, the statistics control is displayed in gray and cannot be clicked, with a prompt next to it indicating that there are currently no adjustment records to be counted.

[0221] For example, see Figure 4T , Figure 4T This is a schematic diagram illustrating the statistical analysis and effect analysis of adjustment records provided in an embodiment of this application. Figure 4T In the left-hand image, the statistics control 643 is displayed on the second network content page 627.

[0222] In step 105, in response to a trigger operation on the statistics control, the statistics page is displayed.

[0223] In some embodiments, each adjustment record on the statistics page has a "View Page" button next to it. Clicking the button will take you to the second network content page generated by the corresponding adjustment, making it convenient for the user to compare the record with the actual adjustment effect. If the record involves the first adjustment instruction after editing, the record will simultaneously display a comparison between the original instruction and the edited instruction to clarify the differences before and after the instruction is edited.

[0224] Following the example of step 104 above, in response to the trigger operation 643 on the statistics control, in Figure 4T The middle image shows statistics page 644.

[0225] In step 106, the statistics page displays at least one adjustment record for the first network content page and displays an effect analysis control for the at least one adjustment record. The effect analysis control is used to analyze the adjustment effect of the at least one adjustment record.

[0226] In some embodiments, in response to a triggering operation for any adjustment record, an effect analysis control for the triggered adjustment record is displayed; in response to a triggering operation for the effect analysis control, the adjustment effect corresponding to the triggered adjustment record is displayed, and the adjustment effect is obtained by performing effect analysis on the triggered adjustment record using artificial intelligence.

[0227] Following the example of step 104 above, the statistics page 644 displays at least one adjustment record for the first network content page 601, such as adjustment record 645, adjustment record 646, adjustment record 647, and adjustment record 648, and displays an effect analysis control for at least one adjustment record. For example, in response to a trigger operation for adjustment record 645, an effect analysis control 649 corresponding to adjustment record 645 is displayed. The effect analysis control 649 is used to analyze the adjustment effect of adjustment record 645. In response to the effect analysis control 649, Figure 4T The image on the right shows the effect of adjustment record 645, 650, such as "The page structure has been optimized, improving reading efficiency".

[0228] This application embodiment records key information such as adjustment time, object, and instructions on the statistical page, making it easy for users to trace the source and details of each page structure adjustment. Simultaneously, the effect analysis control provides adjustment effect data, helping users review whether the adjustments achieved expectations and avoiding situations where there is no feedback or review after adjustments. The effect analysis results can serve as a basis for subsequent optimization. The statistical control differentiates the viewable record range according to permissions, satisfying both the administrator's need to manage all adjustment operations holistically and the need for ordinary users to focus only on the effects of their own operations, thus balancing management convenience and user experience.

[0229] The following will describe exemplary applications of the embodiments of this application in web page application scenarios.

[0230] In the current web page creation field, HTML content editing and refinement face several technical challenges that severely restrict the efficiency of content creation and optimization. Related technologies often involve overall generation or block replacement during content refinement, failing to precisely modify specific Document Object Model (DOM) nodes; they lack awareness of surrounding elements, styles, and themes when modifying content; newly added styles can affect other page elements, leading to layout errors; users need HTML or Cascading Style Sheets (CSS) knowledge to make effective modifications, excluding non-technical personnel; it's difficult to determine the modification history, author, and version information of specific elements on the page; the process from local modification to online deployment requires multiple steps, is time-consuming and error-prone; it simply executes user commands, lacking intelligent understanding and suggestion capabilities; modifications often require refreshing the entire area or page, causing page jitter and content flickering; version control typically relies on external systems, disconnected from the editing tools; and the process from modification to online effectiveness usually requires a complete Continuous Integration (CI) or Continuous Delivery (CD) process, resulting in significant delays.

[0231] The visual selection technology used in this application allows users to directly click on any DOM node for fine-tuning, supporting modifications at any granularity for precise operation. A context-aware mechanism automatically extracts and integrates information such as parent structure, sibling nodes, and style units (StyleAtoms) to ensure consistency and visual coordination between modifications and the environment. A scope isolation verification mechanism automatically detects style conflicts, using shadow DOM isolation when necessary to ensure modifications do not disrupt the overall page structure and style. Combining natural language commands with visual selection enables non-technical personnel to accurately describe their modification intentions, allowing for professional-level modifications without programming knowledge. Version anchors, watermarks, and DevTools source tracking commands provide complete modification traceability capabilities, allowing users to view the modification history of any element with a single click, achieving completely transparent change management. A write-back transaction mechanism directly submits modifications to the Content Delivery Network (CDN). This application utilizes CDN edge nodes to achieve sub-second effectiveness, eliminating the need for complex deployment processes and shortening response times. It employs a semantic understanding engine to interpret ambiguous natural language instructions and generates design suggestions and best practices through AI, improving modification quality and efficiency. Node-level diff-patch technology updates only essential parts, ensuring zero page jitter, enhancing user experience, and maintaining page stability. A built-in version anchor system automatically generates version records for each modification, supporting one-click rollback and achieving seamless version management. Utilizing CDN edge nodes ensures modifications take effect globally within 30 seconds, meeting urgent modification needs and ensuring content timeliness. The HTML content refinement paradigm established in this application improves content optimization efficiency, lowers the technical threshold, and simultaneously guarantees modification security and traceability.

[0232] See Figure 5 , Figure 5 This is an internal architecture diagram of the multi-layered interaction provided in the embodiments of this application. It adopts a multi-layered design, including a front-end interaction layer, a middleware processing layer, and a back-end service layer. Each layer communicates with the others through standard interfaces, ensuring the system's scalability and modularity.

[0233] Displays the published HTML page (i.e., the first web content page). In response to a trigger action on the refinement mode button (i.e., the AI ​​control) in the upper right corner of the page, activates the visual selection service. Page elements (i.e., the first content) display a blue highlighted border (i.e., the first style) when the mouse hovers over them. The highlighted border indicates the smallest meaningful DOM node that is selectable. In response to a mouse hover action on the element to be modified, the bounding box of the currently hovering element is displayed in real time. In response to a confirmation selection action on that element, such as clicking the element, the bounding box of the selected element is updated to green (i.e., the second style), indicating a locked state. A context card automatically pops up to the right of the selected element, displaying the selected element's parent container, sibling nodes (i.e., context), and key attributes. Responding to input operations regarding modification intent in the floating instruction input box (i.e., the text input box of the instruction input control), the system uses natural language descriptions of modification intent, such as "change the title to cybernetics neon text effect" or "increase card spacing and add gradient borders." It analyzes the instruction (i.e., the first adjustment instruction) in real time, extracts key intents and parameters, and generates modification results within 30 seconds. The preview panel (i.e., the preview interface) displays a before-and-after comparison of the modification, allowing for further adjustment of modification parameters or direct confirmation of the application changes. After confirmation, a write-back transaction is executed to make the changes take effect immediately. After each modification, a version anchor point is automatically generated and recorded in the modification history panel. Users can view historical versions (i.e., historical modification records), compare differences (i.e., distinguishing content), and roll back to any historical version with one click if necessary. By maintaining a complete modification timeline, all changes are ensured to be searchable. Role-based access control allows setting who can modify which pages or elements. In team collaboration mode, when multiple users (i.e., objects) participate in the modification, the system displays the real-time cursor position (i.e., identifier) ​​and operation intent for each user. It automatically detects modification conflicts and automatically invokes the resolution mechanism. In response to inputting the `traceWatermark` command in the browser console, it displays the complete modification history, author information, and version record of the currently selected element. It can also display modification statistics (i.e., adjustment records) and effect analysis through the audit panel (i.e., the statistics interface).

[0234] This application's embodiments are applicable to various HTML content scenarios. For example, for news media special pages, operators can directly optimize title attractiveness, adjust image and text layout, quickly adjust content focus and display order based on real-time hot topics, and optimize landing page conversion rates for different traffic sources. For e-commerce promotional pages, marketers can adjust product descriptions and promotional information display in real time, conduct A / B testing of different visual elements and promotional copy, and optimize conversion bottlenecks in real time based on sales data. For corporate websites, brand managers can update content while maintaining visual consistency, adjusting product displays and service descriptions without developer intervention, and ensuring consistent content across multiple language versions. For AI-generated content optimization, the initial page generated by the large model is finely adjusted to correct visual or content errors that may be generated by AI, incorporating user creativity and brand characteristics.

[0235] The page content processing method provided in this application embodiment is encapsulated in the form of Web Components, requiring only the addition of one... <script>标签，使用零侵入设计，不影响现有页面结构和功能；支持按需加载，仅在激活精修模式时加载完整功能；提供前端框架(例如React、Vue、Angular)专用组件，支持传统JavaScript框架(JQuery)环境和现代前端框架，服务端(例如上述的服务器200)渲染(Server-Side Rendering，SSR)和静态站点生成(Static Site Generation，SSG)兼容；回写服务部署在CDN边缘节点，确保低延迟；支持主流CDN平台，例如无服务器计算平台(Cloudflare Workers)、边缘计算服务(Vercel Edge Functions)等；通过智能流量控制，防止服务过载；支持单点登录(Single Sign On，SSO)和企业身份验证系统集成；支持细粒度访问控制和操作审计。

[0236] 通过在文档根节点设置事件委托，捕获用户的鼠标移动(mousemove)和点击(click)事件，而非为每个可能被选中的元素单独添加检测器，提升了性能。当捕获到用户交互事件时，通过composedPath()获取事件路径，然后应用智能定位算法找到最合适的可编辑节点，例如优先选择具有data-atom-id属性的元素，跳过纯容器节点和微小、空白元素，考虑节点的语义重要性和可编辑价值，避免选择过大的容器或过小的装饰元素。创建一个绝对定位的透明覆盖层，用于可视化选中状态，而不直接修改目标DOM结构，

[0237] 使用固定定位(position：fixed)的div标签覆盖整个视口，通过忽略指针事件(pointer-events：none)确保不阻断正常页面交互，动态渲染高亮框反映当前悬停或选中状态。视觉选中系统能自动适应不同设备尺寸和交互方式，针对桌面设备，可以精确鼠标选择；针对触摸设备，可以放大选区确保手指可准确点选；针对键盘导航，可以支持TAB键遍历可编辑元素。支持网页内容无障碍准则(Web Content Accessibility Guidelines，WCAG2.1)的可访问性标准，例如，支持高对比度模式下的选中高亮，键盘导航支持网页无障碍性的技术标准(Accessible Rich Internet Application，ARIA)标记，支持屏幕阅读器兼容性。

[0238] 通过上下文感知，实现了从简单选中到智能理解的飞跃。通过分析选中节点，提取六类上下文信息，例如结构上下文：父元素、子元素、兄弟元素的DOM结构；样式上下文：应用的StyleAtom的标识、主题色彩、字体系统；内容上下文：文本内容、图像资源、内部链接关系；交互上下文：事件检测器、状态管理、动画效果；性能上下文：渲染性能指标、资源加载时间；对象行为的上下文：历史埋点数据、点击热图、停留时间。以选中节点为中心，构建多层级上下文信息，例如按照层级从高到低可以排序为：页面级上下文、容器级上下文、父级上下文、选中节点、兄弟节点上下文。将提取的DOM结构信息转换为更易于大模型理解的语义化描述，例如将<div class＝"grid">(一个两列网格容器)转换为<button class＝"btn-primary">(主要操作按钮)，识别设计模式，如卡片、导航栏、英雄区等。根据与选中节点的相关性进行上下文信息排序，确保最重要的信息优先提供给大模型，例如排序结果可以是：直接父级元素、兄弟元素、远亲元素，或者排序结果可以是：样式决定性属性、装饰性属性，又或者排序结果可以是：内容语义关系、技术实现细节。根据节点复杂度和修改意图动态调整上下文提取范围，例如简单文本修改对应的上下文范围(直接调整父元素和样式)小于布局结构修改对应的上下文范围(调整父元素、兄弟元素、容器规则)，交互行为修改对应包含JavaScript事件和状态管理的上下文。

[0239] 将用户的自然语言指令转换为结构化的、大模型可理解的精确提示词(Prompt)。首先对用户输入进行意图分类，识别修改类型，例如内容修改的提示词为："改变标题文字为…”，样式修改的提示词为："添加霓虹灯效果…”，布局修改的提示词为："将布局从两列改为三列…”，交互修改的提示词为："点击时显示淡入动画…”。将用户的非技术描述映射到专业术语，例如将"霓虹灯效果”映射为"text-shadow with multiple coloredlayers”，将"更现代的布局”映射为"flexbox layout with responsive breakpoints”，将"更醒目”映射为"increased contrast and font weight”。构建模板化Prompt，通过占位符动态注入上下文信息，例如Prompt可以为："请修改以下HTML节点，添加{{userIntent}}效果：当前节点HTML：```{{nodeHTML}}```；所在上下文：父级：{{parentStructure}}，样式系统：{{styleAtomID}}，兄弟元素：{{siblingElements}}；性能约束：{{perfConstraints}}，要求：保持DOM结构兼容性、维持样式系统一致性、确保响应式行为正常、输出完整的HTML+CSS；仅修改必要部分，不要引入不必要的变化。”。根据页面实际情况添加明确的技术约束条件，例如样式命名规范、兼容性要求(如支持的浏览器版本)、性能预算(如最大允许的CSS大小)、可访问性要求(如颜色对比度标准)。从历史修改中提取成功案例，作为示例加入Prompt。

[0240] 通过节点级Diff-Patch技术，确保修改精确、高效且不破坏页面结构。首先将原始HTML节点和大模型生成的新HTML节点转换为抽象语法树(Abstract Syntax Tree，AST)，便于结构化比较，使用专用HTML解析器生成完整DOM树，规范化属性顺序和空白符，保留注释和条件代码。执行三个级别的差异检测，结构级包括节点添加、删除、移动，属性级包括类名、ID、自定义属性变更，内容级包括文本内容、内联样式变更。对检测到的变更进行智能优先级排序，必要变更是直接影响用户意图实现的核心修改，附带变更是改进体验但非必须的优化修改，潜在风险变更是引入兼容性或性能问题的修改。生成最小必要的变更集合，避免过度修改。在应用变更前，在内存中模拟执行修改并验证结果，例如检查DOM结构完整性，验证样式应用效果，执行基本可访问性测试，估算性能影响。

[0241] 作用域隔离校验确保修改不会意外影响页面其他元素，是系统安全性的关键保障。对新生成的CSS规则进行全面分析，提取所有选择器并评估其特异性，识别通用选择器(如*、.btn等)的影响范围，检测潜在过度匹配的选择器模式。构建选择器树，检测新规则与现有规则的潜在冲突，例如重叠选择器识别(如新增.card与现有.card冲突)，权重覆盖分析(如新规则是否意外覆盖重要现有样式)，继承链分析(评估对子元素的级联影响)。针对每个CSS规则变更，获得风险评分，例如风险评分属于0至20为低风险，选择器高度特异性，影响范围受限；风险评分属于21至60为中风险，影响相关元素；风险评分属于61至100为高风险，影响广泛，容易造成布局问题。根据风险评分自动选择适当的隔离策略，例如针对低风险，直接应用内联样式或特异性高的类名；针对中风险，使用生成的唯一类名前缀(如.rf2023_)隔离样式；针对高风险，部署Shadow DOM隔离，确保样式完全不影响外部。当检测到高风险修改时，实施多层保护机制，尝试重构生成的CSS提高特异性，若特异性调整失败，则自动切换到Shadow DOM，若Shadow DOM不适用，则提供用户警告并建议替代方案。

[0242] 通过回写事务机制确保修改的一致性、可靠性和可追溯性。将所有相关修改打包为不可分割的原子事务，例如HTML节点变更、CSS样式规则、依赖资源(如图片、字体)、元数据(修改者、时间戳、意图)、水印信息。通过可靠传输协议将事务包提交至CDN边缘节点，其中，可靠传输协议支持断点续传、传输加密保护、保证校验和验证完整性、超时自动重试。CDN边缘节点接收事务包后可以执行以下操作：验证事务包完整性和授权、解析变更内容并准备应用、生成版本锚点的通用唯一识别码(Universally Unique Identifier，UUID)、将变更与锚点关联并持久化。通过更新CDN边缘缓存、发送缓存失效信号、优化浏览器缓存策略、支持增量更新机制等操作，确保修改快速生效。在每次修改自动建立完整版本历史，通过链式版本记录，支持完整溯源，不同版本的修改差异可以进行可视化比较，支持按时间点、作者或元素筛选历史，支持一键回滚到任意历史版本。在多边缘节点环境中可以通过执行以下处理确保修改的一致性：采用两阶段提交协议、冲突检测与解决策略、同步状态管理、灾备与故障恢复机制。

[0243] 通过溯源机制确保每个修改都可检测、可验证。在修改的HTML节点中注入不可见水印，可以使用HTML注释或data-*属性存储元数据，元数据包含版本锚点、修改时间、作者ID等信息，水印信息经过加密，防止未授权访问。提供特殊的控制台命令用于溯源。维护完整的元素修改履历链，支持查看元素从创建到当前的所有修改，可以显示每次修改的前后对比，将修改效果进行数据关联(如点击率(Click-Through-Rate，CTR)变化)，显示参与修改的所有人员信息。溯源系统内置权限控制机制，例如基于角色的信息访问控制、敏感数据脱敏处理、操作日志记录所有溯源查询、判断是否符合数据保护法规要求。水印信息在所有环境中保持一致，例如在生产、测试、开发环境中同步，不同浏览器之间进行兼容性保障，在页面导出或复制时保留水印信息，设置抵御意外修改或清除。

[0244] 通过构建完整的数据闭环，持续改进系统性能。自动收集以下埋点数据：用户的交互行为(点击、停留时间)、修改操作(选中元素、输入指令、确认应用)、性能指标(生成时间、渲染性能)、用户反馈(满意度评分、二次修改率)。支持修改效果的精确评估，例如自动为修改前后版本分配流量、检测关键性能指标(如CTR、转化率)、生成统计显著性分析报告、支持多变量测试分析。利用收集的数据持续优化AI模型，优化操作可以通过执行以下至少一种处理实现：构建用户偏好模型、识别成功修改模式、优化Prompt模板效果、调整默认参数配置。基于实际使用数据改进样式原子库，例如识别高效样式组合，淘汰低使用率组件，自动生成新StyleAtom建议，维护风格一致性的同时促进创新。

[0245] 本申请实施例相比于相关技术的内容优化速度提升了60倍，从每天3至5次调整提升至180至300次，运营人员工作效率提升85％，每周可处理的页面数量从5页增至37页，紧急内容修正响应时间从小时级缩短至分钟级，非技术人员参与内容优化的比例从5％提升至85％，开发人员从重复性内容修改任务中解放，专注于核心功能开发，跨职能协作效率提升65％，减少沟通成本和交接环节。内容迭代频率提高，用户体验持续优化，A / B测试数量增加12倍，精细化优化更容易实施，内容问题修复时间降低97％，用户投诉率下降82％，服务器带宽使用降低95％(仅传输差异内容)，开发维护成本降低76％(减少专项修改需求)，培训成本降低90％(非技术人员易于上手)。针对新闻媒体应用场景，可以对突发新闻专题页进行实时调整，运营团队在新闻突发后10分钟内完成专题页15处优化，页面停留时间从均值1.2分钟提升至3.5分钟，社交分享率提升218％，全流程零代码参与，完全由内容团队完成。本申请实施例打破了传统HTML编辑的技术壁垒，建立了一种全新的人机协作内容精修范式，使非技术人员能够直接参与到内容优化过程，同时保证了修改过程的安全性、可追溯性和高效性。

[0246] 下面继续说明本申请实施例提供的页面内容的处理装置455的实施为软件模块的示例性结构，在一些实施例中，如图2所示，存储在存储器450的页面内容的处理装置455中的软件模块可以包括：

[0247] 第一显示模块4551，用于显示第一网络内容页面，并在第一网络内容页面中显示人工智能控件，人工智能控件用于，通过人工智能对第一网络内容页面中的内容进行调整。

[0248] 第二显示模块4552，用于响应于针对人工智能控件的触发操作，显示指令输入控件，并显示基于指令输入控件输入的第一调整指令，第一调整指令用于指示，对第一网络内容页面的内容执行第一调整操作。

[0249] 第三显示模块4553，用于响应于针对第一调整指令的应用操作，显示第二网络内容页面，第二网络内容页面通过人工智能对内容执行第一调整操作得到。

[0250] 在一些实施例中，第一显示模块4551，还用于响应于针对第一网络内容页面中第一内容的选择操作，显示人工智能控件，第一内容是第一网络内容页面的内容中的至少部分内容。

[0251] 在一些实施例中，第一显示模块4551，还用于响应于在第一内容上执行的光标悬停操作，突出显示第一内容；响应于针对第一内容的确认操作，对第一内容进行锁定，并显示处于锁定状态的第一内容，以基于人工智能对处于锁定状态的第一内容进行调整。

[0252] 在一些实施例中，第一显示模块4551，还用于响应于在第一内容上执行的光标悬停操作，采用第一样式显示包括第一内容的边界框；响应于针对第一内容的确认操作，对第一内容进行锁定，并采用第二样式显示包括第一内容的边界框，其中，第二样式用于指示第一内容处于锁定状态。

[0253] 在一些实施例中，第一显示模块4551，还用于在第一网络内容页面中显示记录查看控件；响应于针对记录查看控件的触发操作，显示至少一个历史修改记录，历史修改记录是对第一网络内容页面的内容执行历史调整操作的修改记录；响应于针对任一历史修改记录的选择操作，显示应用修改记录的第三网络内容页面。

[0254] 在一些实施例中，第一显示模块4551，还用于在第一网络内容页面是多个对象协同编辑的页面的情况下，针对每个对象，在第一网络内容页面中对象所调整的内容的位置，显示对象的标识和操作意图。

[0255] 在一些实施例中，指令输入控件包括文本输入框，文本输入框用于输入文本形式的第一调整指令，第二显示模块4552，还用于响应于针对人工智能控件的触发操作，在第一网络内容页面中嵌入显示文本输入框；或者，显示独立于第一网络内容页面的输入界面，并在输入界面中显示文本输入框。

[0256] 在一些实施例中，第二显示模块4552，还用于显示针对文本输入框的第三提示信息，第三提示信息包括第一调整指令的示例，用于提示第一调整指令的输入方式。

[0257] 在一些实施例中，指令输入控件还包括语音输入控件，第二显示模块4552，还用于

[0258] 在一些实施例中，第二显示模块4552，还用于响应于基于语音输入控件执行的语音录入操作，在文本输入框中显示对录入的语音转换得到的文本形式的第一调整指令。

[0259] 在一些实施例中，指令输入控件包括内容输入区域，第二显示模块4552，还用于在第一网络内容页面中显示推荐的至少一个调整指令，至少一个调整指令与内容相关；响应于针对至少一个调整指令中第一调整指令的选择操作，在内容输入区域显示第一调整指令。

[0260] 在一些实施例中，第二显示模块4552，还用于显示上下文卡片，上下文卡片包括第一内容的上下文；响应于针对上下文卡片的确定指令，取消显示上下文卡片，并显示第二提示信息，第二提示信息用于提示，将上下文作为人工智能调整内容的依据。

[0261] 在一些实施例中，第一调整指令用于指示，对第一内容执行第一调整操作，第三显示模块4553，还用于响应于针对第一调整指令的应用操作，显示包括第二内容的第二网络内容页面，第二内容通过人工智能对第一内容执行第一调整操作得到。

[0262] 在一些实施例中，内容中还包括不同于第一内容的第三内容，且第一内容和第三内容对应相同的主题，第三显示模块4553，还用于响应于针对第一调整指令的应用操作，显示第一提示信息，第一提示信息用于提示，对相同主题的第三内容进行同步调整；响应于针对第一提示信息的确定指令，显示包括第二内容和第四内容的第二网络内容页面，第四内容通过人工智能对第三内容执行第一调整操作得到。

[0263] 在一些实施例中，第三显示模块4553，还用于显示重新生成控件，重新生成控件用于重新生成第二内容；响应于针对重新生成控件的触发操作，显示第五内容，第五内容通过对第二内容进行重新生成得到；响应于针对第一调整指令的应用操作，显示包括第五内容的第二网络内容页面。

[0264] 在一些实施例中，第三显示模块4553，还用于在预览界面中，显示通过人工智能对内容执行第一调整操作得到的目标内容，并显示针对目标内容的确定控件；响应于针对确定控件的触发操作，显示第二网络内容页面。

[0265] 在一些实施例中，第三显示模块4553，还用于在预览界面中显示对比控件，对比控件用来对比目标内容与执行第一调整操作前的内容；响应于针对对比控件的触发操作，突出显示内容与目标内容之间的区别内容。

[0266] 在一些实施例中，第一网络内容页面登录有第一对象的账号，第三显示模块4553，还用于在第一对象具有针对第一网络内容页面的对象管理权限的情况下，响应于第一对象针对至少一个第二对象的权限设置操作，将至少一个第二对象设置为具有应用第一调整指令的权限。

[0267] 在一些实施例中，第三显示模块4553，还用于在第一对象未具有针对第一网络内容页面的对象管理权限，且第一对象被设置为具有应用第一调整指令的权限的情况下，响应于第一对象针对第一调整指令的应用操作，显示第二网络内容页面。

[0268] 在一些实施例中，第二显示模块4552，还用于在第一调整指令未输入，且内容包括错误信息的情况下，显示第四提示信息，第四提示信息用于提示，对内容包括的错误信息进行自动修正；响应于针对第四提示信息的确认操作，显示通过人工智能在指令输入控件中自动填充的第一调整指令，第一调整指令用于，对错误信息进行修正。第三显示模块4553，还用于响应于基于第一调整指令对错误信息的修正处理，显示第二网络内容页面，修正处理包括以下至少一种：删除、替换、调整顺序。

[0269] 在一些实施例中，第三显示模块4553，还用于在第一调整指令用于指示，对第一网络内容页面的第一页面结构进行调整的情况下，响应于针对第一页面结构的第一调整操作，显示应用第二页面结构的第二网络内容页面，第二页面结构通过人工智能对第一页面结构执行第一调整操作得到。

[0270] 在一些实施例中，第三显示模块4553，还用于响应于针对第一调整指令的编辑操作，显示编辑后的第一调整指令；响应于针对编辑后的第一调整指令的应用操作，显示第二网络内容页面。

[0271] 在一些实施例中，第三显示模块4553，还用于在第二网络内容页面中显示统计控件；响应于针对统计控件的触发操作，显示统计页面；在统计页面中，显示针对第一网络内容页面的至少一个调整记录，并显示针对至少一个调整记录的效果分析控件，效果分析控件用于对至少一个调整记录的调整效果进行分析。

[0272] 本申请实施例提供了一种计算机程序产品，该计算机程序产品包括计算机程序或计算机可执行指令，该计算机程序或计算机可执行指令存储在计算机可读存储介质中。电子设备的处理器从计算机可读存储介质读取该计算机可执行指令，处理器执行该计算机可执行指令，使得该电子设备执行本申请实施例上述的页面内容的处理方法。

[0273] 本申请实施例提供一种存储有计算机可执行指令的计算机可读存储介质，其中存储有计算机可执行指令或者计算机程序，当计算机可执行指令或者计算机程序被处理器执行时，将引起处理器执行本申请实施例提供的页面内容的处理方法，例如，如图3A示出的页面内容的处理方法。

[0274] 在一些实施例中，计算机可读存储介质可以是RAM、ROM、闪存、磁表面存储器、光盘、或CD-ROM等存储器；也可以是包括上述存储器之一或任意组合的各种设备。

[0275] 在一些实施例中，计算机可执行指令可以采用程序、软件、软件模块、脚本或代码的形式，按任意形式的编程语言(包括编译或解释语言，或者声明性或过程性语言)来编写，并且其可按任意形式部署，包括被部署为独立的程序或者被部署为模块、组件、子例程或者适合在计算环境中使用的其它单元。

[0276] 作为示例，计算机可执行指令可以但不一定对应于文件系统中的文件，可以可被存储在保存其它程序或数据的文件的一部分，例如，存储在超文本标记语言(Hyper TextMarkup Language，HTML)文档中的一个或多个脚本中，存储在专用于所讨论的程序的单个文件中，或者，存储在多个协同文件(例如，存储一个或多个模块、子程序或代码部分的文件)中。

[0277] 作为示例，计算机可执行指令可被部署为在一个电子设备上执行，或者在位于一个地点的多个电子设备上执行，又或者，在分布在多个地点且通过通信网络互连的多个电子设备上执行。

[0278] 综上所述，通过本申请实施例，通过在第一网络内容页面中直接显示人工智能控件，用户通过触发该人工智能控件，即可进入内容调整流程，降低了用户对页面内容进行调整的操作门槛，提升了操作的便捷性。响应于针对人工智能控件的触发操作，显示指令输入控件以及基于指令输入控件输入的第一调整指令，基于用户输入的自定义的第一调整指令的调整方式，能够精准捕捉用户的个性化需求，相比于相关技术中固定的调整功能，能够满足用户多样化、个性化的内容调整需求，实现对用户需求的精准响应。响应于针对第一调整指令的应用操作，显示第二网络内容页面，能够通过人工智能快速根据用户输入的第一调整指令，对第一网络内容页面中的内容进行调整，缩短了内容调整的耗时，提升了调整效率，通过人工智能进行内容调整，能够灵活应对用户在不同场景下的各类内容调整需求，具有灵活性和适应性。

[0279] 以上所述，仅为本申请的实施例而已，并非用于限定本申请的保护范围。凡在本申请的精神和范围之内所作的任何修改、等同替换和改进等，均包含在本申请的保护范围之内。< / script>

Claims

1. A method for processing page content, characterized in that, The method includes: Display a first web content page, and display an artificial intelligence control on the first web content page. The artificial intelligence control is used to adjust the content on the first web content page through artificial intelligence. In response to a trigger operation on the artificial intelligence control, an instruction input control is displayed, and a first adjustment instruction input based on the instruction input control is displayed, the first adjustment instruction being used to instruct that a first adjustment operation be performed on the content of the first network content page; In response to the application operation of the first adjustment instruction, a second web content page is displayed, which is obtained by performing the first adjustment operation on the content through artificial intelligence.

2. The method according to claim 1, characterized in that, The step of displaying the artificial intelligence control on the first network content page includes: In response to a selection operation on first content in the first web content page, an artificial intelligence control is displayed, wherein the first content is at least a portion of the content on the first web content page.

3. The method according to claim 2, characterized in that, Before displaying the artificial intelligence control, the method further includes: In response to a cursor hover operation performed on the first content, the first content is highlighted; In response to a confirmation operation on the first content, the first content is locked and the locked first content is displayed, so as to adjust the locked first content based on the artificial intelligence.

4. The method according to claim 3, characterized in that, The step of highlighting the first content in response to a cursor hover operation performed on the first content includes: In response to a cursor hover operation performed on the first content, a bounding box including the first content is displayed using a first style; The step of locking the first content in response to a confirmation operation on the first content and displaying the first content in a locked state includes: In response to a confirmation operation on the first content, the first content is locked, and a bounding box including the first content is displayed using a second style, wherein the second style is used to indicate that the first content is in the locked state.

5. The method according to claim 2, characterized in that, The first adjustment instruction is used to instruct that the first adjustment operation be performed on the first content; The response to the application operation for the first adjustment instruction, displaying the second network content page, includes: In response to an application operation on the first adjustment instruction, a second web content page including second content is displayed, the second content being obtained by performing the first adjustment operation on the first content using artificial intelligence.

6. The method according to claim 5, characterized in that, The content also includes a third type of content that is different from the first type of content, and the first type of content and the third type of content correspond to the same theme; The response to the application operation for the first adjustment instruction, displaying a second web content page including the second content, includes: In response to the application operation of the first adjustment instruction, a first prompt message is displayed, which is used to prompt that the third content of the same theme is adjusted synchronously. In response to the confirmation instruction for the first prompt information, a second web content page including the second content and the fourth content is displayed, wherein the fourth content is obtained by performing the first adjustment operation on the third content through artificial intelligence.

7. The method according to claim 5, characterized in that, Before displaying a second web content page including the second content in response to an application operation for the first adjustment instruction, the method further includes: Display a regenerate control, which is used to regenerate the second content; In response to a triggering operation on the regenerated control, a fifth piece of content is displayed, which is obtained by regenerating the second content; The response to the application operation for the first adjustment instruction, displaying a second web content page including the second content, includes: In response to the application operation of the first adjustment instruction, a second web content page including the fifth content is displayed.

8. The method according to claim 1, characterized in that, After displaying the first adjustment command input based on the command input control, the method further includes: Display a context card, which includes the context of the first content; In response to the confirmation instruction for the context card, the context card is de-displayed, and a second prompt message is displayed. The second prompt message is used to suggest that the context is used as the basis for the artificial intelligence to adjust the content.

9. The method according to claim 1, characterized in that, The instruction input control includes a text input box, which is used to input the first adjustment instruction in text form. The method of displaying a command input control in response to a trigger operation on the artificial intelligence control includes: In response to a trigger operation on the artificial intelligence control, the text input box is embedded and displayed in the first web content page; Alternatively, an input interface independent of the first web content page may be displayed, and the text input box may be displayed in the input interface.

10. The method according to claim 9, characterized in that, The instruction input control further includes a voice input control, and the display of the first adjustment instruction input based on the instruction input control includes: In response to a voice input operation performed based on the voice input control, a first adjustment instruction for the text form obtained by converting the input voice is displayed in the text input box.

11. The method according to claim 9, characterized in that, The method further includes: Display a third prompt message for the text input box, the third prompt message including an example of the first adjustment instruction, used to prompt the input method of the first adjustment instruction.

12. The method according to claim 1, characterized in that, The instruction input control includes a content input area, and the display of a first adjustment instruction input based on the instruction input control includes: Display at least one recommended adjustment instruction on the first web content page, the at least one adjustment instruction being related to the content; In response to a selection operation for a first adjustment instruction among the at least one adjustment instruction, the first adjustment instruction is displayed in the content input area.

13. The method according to any one of claims 1 to 12, characterized in that, The display of the second network content page includes: The preview interface displays the target content obtained by performing the first adjustment operation on the content through artificial intelligence, and displays a confirmation control for the target content; In response to a triggering operation on the determined control, the second network content page is displayed.

14. The method according to claim 13, characterized in that, The method further includes: A comparison control is displayed in the preview interface. The comparison control is used to compare the target content with the content before the first adjustment operation is performed. In response to a trigger operation on the comparison control, the differences between the content and the target content are highlighted.

15. The method according to any one of claims 1 to 12, characterized in that, After displaying the first web content page, the method further includes: Display a record viewing control on the first network content page; In response to a trigger operation on the record viewing control, at least one historical modification record is displayed, the historical modification record being a modification record of the content of the first web content page that has undergone historical adjustment operations; In response to a selection operation for any of the aforementioned historical modification records, a third web content page applying the aforementioned historical modification records is displayed.

16. The method according to any one of claims 1 to 12, characterized in that, The first network content page is logged in with the account of the first object, and the method further includes: If the first object has object management permissions for the first network content page, in response to the first object's permission setting operation for at least one second object, the at least one second object is set to have the permission to apply the first adjustment instruction; When the first object does not have object management permissions for the first web content page, and the first object is set to have permissions to apply the first adjustment instruction, displaying the second web content page in response to the application operation of the first adjustment instruction includes: displaying the second web content page in response to the application operation of the first object for the first adjustment instruction.

17. The method according to any one of claims 1 to 12, characterized in that, When the first web content page is a page edited collaboratively by multiple objects, after displaying the first web content page, the method further includes: For each of the objects, the object's identifier and operation intent are displayed at the position of the content adjusted by the object on the first web content page.

18. The method according to any one of claims 1 to 12, characterized in that, After displaying the second web content page, the method further includes: Display statistics controls on the second web content page; In response to a trigger operation on the statistics control, the statistics page is displayed; The statistics page displays at least one adjustment record for the first network content page, and displays an effect analysis control for the at least one adjustment record, which is used to analyze the adjustment effect of the at least one adjustment record.

19. The method according to any one of claims 1 to 12, characterized in that, Before displaying the second web content page in response to the application operation for the first adjustment instruction, the method further includes: In response to an editing operation on the first adjustment instruction, the edited first adjustment instruction is displayed; The response to the application operation for the first adjustment instruction, displaying the second network content page, includes: In response to the application of the first edited instruction, a second web content page is displayed.

20. The method according to claim 1, characterized in that, If the first adjustment instruction is not entered and the content includes error information, displaying the first adjustment instruction entered based on the instruction input control includes: The fourth prompt message is displayed, which is used to prompt and automatically correct the error message included in the content; In response to the confirmation operation for the fourth prompt information, a first adjustment instruction automatically filled in the instruction input control by artificial intelligence is displayed. The first adjustment instruction is used to correct the error information. The response to the application operation for the first adjustment instruction, displaying the second network content page, includes: In response to the correction processing of the error information based on the first adjustment instruction, a second web content page is displayed, the correction processing including at least one of the following: deletion, replacement, and reordering.

21. The method according to claim 1, characterized in that, When the first adjustment instruction is used to instruct an adjustment to the first page structure of the first web content page, the step of displaying the second web content page in response to the application operation of the first adjustment instruction includes: In response to the first adjustment operation on the first page structure, a second web content page applying a second page structure is displayed, the second page structure being obtained by performing the first adjustment operation on the first page structure using artificial intelligence.

22. A page content processing apparatus, characterized in that, The device includes: A first display module is used to display a first network content page and display an artificial intelligence control on the first network content page. The artificial intelligence control is used to adjust the content on the first network content page through artificial intelligence. The second display module is configured to respond to a trigger operation on the artificial intelligence control by displaying an instruction input control and displaying a first adjustment instruction input based on the instruction input control, wherein the first adjustment instruction is used to instruct that a first adjustment operation be performed on the content of the first network content page; The third display module is used to display a second network content page in response to an application operation on the first adjustment instruction. The second network content page is obtained by performing the first adjustment operation on the content through artificial intelligence.

23. An electronic device, characterized in that, The electronic device includes: Memory is used to store executable instructions or computer programs. A processor, when executing computer-executable instructions or computer programs stored in the memory, implements the page content processing method according to any one of claims 1 to 21.

24. A computer-readable storage medium storing computer-executable instructions or a computer program, characterized in that, When the computer-executable instructions or computer program are executed by a processor, they implement the page content processing method according to any one of claims 1 to 21.

25. A computer program product comprising computer-executable instructions or a computer program, characterized in that, When the computer-executable instructions or computer program are executed by a processor, they implement the page content processing method according to any one of claims 1 to 21.

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