Intelligent paper marking method, system and device based on judicial files and storage medium

Abstract

The invention provides an intelligent paper marking method based on judicial files, an intelligent paper marking system, an intelligent paper marking device and a computer storage medium. The intelligent paper marking method comprises the following steps: displaying a current data block on a first paper marking page of a display interface; obtaining first paper marking behavior information occurring in the first paper marking page; predicting candidate data blocks to be accessed based on the first paper marking behavior information; loading the candidate data blocks to a memory and / or a cache; determining a target data block in the candidate data blocks according to second paper marking behavior information occurring in the first paper marking page; and switching a first paper marking page displaying the current data block into a second paper marking page displaying the target data block on the display interface. According to the intelligent paper marking method, the intelligent preloading technology is introduced, the subsequent page data are loaded in advance when the user browses the current page, and the subsequent page data can be prepared in advance when the user browses the current page, so that the waiting time is shortened, and the browsing efficiency is improved.

Description

Technical Field

[0001] The present application relates to the field of intelligent technology of judicial documents, and in particular to an intelligent review method, an intelligent review system, an intelligent review device and a computer storage medium based on judicial files. Background Art

[0002] With the advent of the information age, the judicial system is gradually transforming towards digitalization. As an important means to improve case handling efficiency, online review is becoming increasingly important. However, in the face of large judicial files of hundreds or even tens of thousands of pages, the existing online review system often freezes, which seriously affects the quality and efficiency of case handling and user experience.

[0003] The lag phenomenon and inefficient file loading speed make users feel inconvenient and dissatisfied when using the online marking system. This is mainly because the system fails to provide a smooth interactive experience and efficient functional support, causing users to encounter many obstacles during use. This in turn leads to users' distrust and resistance to the system, further affecting the promotion and application of the system. Poor user experience will reduce users' willingness to use it and hinder the popularization of digital marking methods. Summary of the invention

[0004] In order to solve the above technical problems, the present application proposes an intelligent review method, an intelligent review system, an intelligent review device and a computer storage medium based on judicial files.

[0005] In order to solve the above technical problems, the present application proposes an intelligent review method based on judicial files, and the intelligent review method includes:

[0006] The current data block is displayed on the first file review page of the display interface, wherein the judicial file data is pre-divided into a number of data blocks according to the file directory arrangement rules;

[0007] Get the first marking behavior information occurring on the first marking page;

[0008] Predicting a candidate data block to be accessed based on the first examination paper behavior information;

[0009] Loading the candidate data blocks into a memory and / or a cache;

[0010] Determine a target data block among the candidate data blocks according to the second marking behavior information occurring on the first marking page;

[0011] The display interface switches a first marking page displaying the current data block to a second marking page displaying the target data block.

[0012] The intelligent marking method further comprises:

[0013] The size of the cache is adjusted based on the user's marking behavior and / or the system load capacity of the intelligent marking system.

[0014] The intelligent marking method further comprises:

[0015] Based on the user's reading record, obtain the commonly used data blocks of the judicial file data;

[0016] The frequently used data blocks are pre-stored in the cache.

[0017] The first marking behavior information includes a marking scrolling direction and / or a marking scrolling speed.

[0018] The intelligent marking method further comprises:

[0019] Obtaining a file directory list of the judicial file data;

[0020] Displaying the current data block index in the file directory list on the third examination page of the display interface;

[0021] Obtaining candidate data block indexes adjacent to the current data block index;

[0022] Render the current data block index and the data blocks corresponding to the candidate data block index.

[0023] The intelligent marking method further comprises:

[0024] Do not render the data blocks corresponding to the current data block index and other data block indexes other than the candidate data block index;

[0025] Alternatively, the previous data block index and data block placeholders corresponding to other data block indexes other than the candidate data block index are rendered.

[0026] Wherein, after rendering the current data block index and the data block corresponding to the candidate data block index on the first examination paper page of the display interface, the intelligent examination paper method further comprises:

[0027] Acquire the third marking behavior information occurring on the third marking page;

[0028] According to the third marking behavior information, a dynamic data block index is obtained;

[0029] Render the data block corresponding to the dynamic data block index.

[0030] In order to solve the above technical problems, the present application also proposes an intelligent marking system, which includes: a display module, a control module, a prediction module, and a loading module; wherein:

[0031] The display module is used to display the current data block on the first file review page of the display interface, wherein the judicial file data is pre-divided into a plurality of data blocks according to the file directory arrangement rules;

[0032] The control module is used to obtain the first marking behavior information occurring on the first marking page;

[0033] The prediction module is used to predict the candidate data block to be accessed based on the first examination paper behavior information;

[0034] The loading module is used to load the candidate data block into a memory and / or a cache;

[0035] The control module is used to determine the target data block in the candidate data blocks according to the second marking behavior information occurring on the first marking page;

[0036] The display module is used to switch the first examination page displaying the current data block to the second examination page displaying the target data block on the display interface.

[0037] In order to solve the above technical problems, the present application also proposes an intelligent marking device, which includes a memory and a processor coupled to the memory; wherein the memory is used to store program data, and the processor is used to execute the program data to implement the intelligent marking method as described above.

[0038] In order to solve the above technical problems, the present application also proposes a computer storage medium, which is used to store program data. When the program data is executed by a computer, it is used to implement the above intelligent marking method.

[0039] Compared with the prior art, the beneficial effects of the present application are as follows: the intelligent examination device displays the current data block on the first examination page of the display interface, wherein the judicial file data is pre-divided into several data blocks according to the file directory arrangement rules; obtains the first examination behavior information occurring on the first examination page; predicts the candidate data block to be accessed based on the first examination behavior information; loads the candidate data block into the memory, and / or caches; determines the target data block in the candidate data block according to the second examination behavior information occurring on the first examination page; switches the first examination page displaying the current data block to the second examination page displaying the target data block on the display interface. Through the above-mentioned intelligent examination method, the intelligent preloading technology is introduced to load the subsequent page data in advance when the user browses the current page, so that the data of the subsequent page can be prepared in advance when the user browses the current page, thereby reducing the waiting time and improving the browsing efficiency. BRIEF DESCRIPTION OF THE DRAWINGS

[0040] In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings required for use in the description of the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present application. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0041] in:

[0042] Figure 1 It is a flowchart of an embodiment of an intelligent marking method provided by the present application;

[0043] Figure 2 It is a flowchart of another embodiment of the intelligent marking method provided by the present application;

[0044] Figure 3 It is a flowchart of another embodiment of the intelligent marking method provided by the present application;

[0045] Figure 4 It is a structural schematic diagram of an embodiment of an intelligent marking system provided by the present application;

[0046] Figure 5 It is a structural schematic diagram of an embodiment of an intelligent marking device provided by the present application;

[0047] Figure 6 It is a structural diagram of an embodiment of a computer storage medium provided by the present application. DETAILED DESCRIPTION

[0048] The following will be combined with the drawings in the embodiments of the present application to clearly and completely describe the technical solutions in the embodiments of the present application. Obviously, the described embodiments are only part of the embodiments of the present application, not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of this application.

[0049] The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of the present application and the above-mentioned drawings are used to distinguish similar objects, and are not necessarily used to describe a specific order or sequence. It should be understood that the data used in this way can be interchangeable where appropriate, so that the embodiments of the present application described herein can, for example, be implemented in an order other than those illustrated or described herein. In addition, the terms "including" and "having" and any of their variations are intended to cover non-exclusive inclusions, for example, a process, method, system, product or device that includes a series of steps or units is not necessarily limited to those steps or units that are clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0050] The technical terms involved in the intelligent marking method and intelligent marking system provided in this application include but are not limited to:

[0051] Electronicization of files: Use high-speed scanners to scan paper files page by page and convert them into high-resolution digital images. During the scanning process, image processing technology is used to optimize the original image, including noise removal and contrast enhancement, to ensure that the text is clear and readable.

[0052] OCR (Optical Character Recognition) image and text recognition: Use advanced OCR image and text recognition technology to recognize text in digital images and convert the text information in the image into text format. At the same time, the system can recognize and retain non-text elements (such as charts, pictures, etc.) in the original image to ensure the integrity of the information.

[0053] Data storage and indexing: The converted text and image data are securely stored in the database and indexed through intelligent algorithms to facilitate subsequent rapid retrieval and positioning.

[0054] Friendly interface for online file reading: Design an intuitive and easy-to-use user interface for judicial personnel to read files online.

[0055] Data authority management: The system has built-in strict authority management and security mechanisms to ensure that only authorized users can access and operate file data. All operation records will be recorded in detail and traceable.

[0056] Please refer to Figure 1 , Figure 1 It is a flow chart of an embodiment of the intelligent marking method provided by the present application.

[0057] The camera-based intelligent marking method of the present application is applied to an intelligent marking device, wherein the intelligent marking device of the present application can be a server, a terminal device, or a system in which a server and a terminal device cooperate with each other. Accordingly, the various parts included in the intelligent marking device, such as various units, subunits, modules, and submodules, can all be set in the server, can all be set in the terminal device, or can be set in the server and the terminal device respectively.

[0058] Furthermore, the above-mentioned server can be hardware or software. When the server is hardware, it can be implemented as a distributed server cluster consisting of multiple servers, or it can be implemented as a single server. When the server is software, it can be implemented as multiple software or software modules, such as software or software modules used to provide distributed servers, or it can be implemented as a single software or software module, which is not specifically limited here.

[0059] like Figure 1 As shown, the specific steps are as follows:

[0060] Step S11: Display the current data block on the first file review page of the display interface, wherein the judicial file data is pre-divided into several data blocks according to the file directory arrangement rules.

[0061] In an embodiment of the present application, the intelligent review system collects a large number of judicial files electronically in advance, that is, uses a high-definition scanner to batch scan the paper judicial files page by page into digital image format documents, realizes the segmentation of paper files, and ensures that the clarity and quality of the scanned images can support subsequent OCR recognition and reading.

[0062] The work of electronic collection of judicial files is as follows: court staff use high-resolution scanners to scan paper files page by page according to preset scanning parameters (such as resolution, color mode, etc.). During the scanning process, pay attention to keeping the document flat and avoid shadows and reflections to ensure the quality of the scanned image. After the scan is completed, the generated electronic document will be automatically saved to the specified location for subsequent processing.

[0063] Furthermore, the intelligent examination system creates an index for the segmented data blocks, including data block ID, storage location, OCR information, size, etc. The index of the data block is stored in a high-performance database to support fast query. The data blocks shown in this application are segmented and arranged according to the file directory arrangement rules to create an index, so that the intelligent examination system can systematically manage several data blocks according to the file directory.

[0064] Furthermore, the intelligent marking system displays the current data block on the first marking page, wherein the first marking page is a page that at least displays a data block, i.e., the main body of the judicial file; and the current data block can be an initial data block when initializing the judicial file, or it can be the currently displayed data block at any time during the user's marking process.

[0065] In addition, the first file review page can also further display the file directory list, that is, the page with the names of each node of the judicial file.

[0066] Furthermore, the intelligent marking system can also perform efficient compression and encoding processing on the above-mentioned data blocks, thereby minimizing the amount of data transmission and speeding up the transmission speed while ensuring the clarity and quality of the electronic file images.

[0067] Step S12: Acquire the first marking behavior information occurring on the first marking page.

[0068] In an embodiment of the present application, the intelligent marking system obtains the first marking behavior issued by the user input on the first marking page, including but not limited to: the user scrolls the first marking page, the user selects any content of the current data block, the user clicks the jump button of the first marking page, etc.

[0069] Taking the scenario where the user scrolls the first marking page as an example, the intelligent marking system can analyze the marking scrolling direction and the marking scrolling speed in the first marking behavior information.

[0070] Step S13: predicting the candidate data block to be accessed based on the first examination paper behavior information.

[0071] In an embodiment of the present application, the intelligent review system predicts the content to be displayed in the current judicial file based on the user's review behavior, thereby predicting and loading the data blocks that may be accessed into the memory in advance through a predictive loading mechanism to facilitate quick access and reduce waiting time.

[0072] Taking the scenario where the user scrolls the first marking page as an example, the intelligent marking system can predict the candidate data blocks to be marked subsequently according to the user's marking scrolling direction and marking scrolling speed, and thus load the candidate data blocks into the memory in advance.

[0073] In addition, the intelligent examination system can also predict the content that will be displayed in the current judicial file based on the user's examination behavior, and thus use the intelligent caching mechanism to predict and load the data blocks that may be accessed into the cache in advance for quick access and reduced waiting time.

[0074] Taking the scenario where the user scrolls the first marking page as an example, the intelligent marking system can dynamically adjust the cache size and content, i.e., the candidate database of the cache, according to the user's marking behavior and system load. The user's marking behavior is used to dynamically adjust the cache content, and the system load is used to dynamically adjust the cache size.

[0075] Furthermore, the intelligent caching mechanism provided by the present application can also be used to prioritize caching of frequently used data blocks, thereby reducing the number of I / O operations. Specifically, the intelligent examination system can analyze the user's examination behavior, analyze the data blocks of the judicial files that the user often reads, and determine the frequently used data blocks to be cached first based on the reading frequency and the most recent reading time.

[0076] For example, during the morning peak hours, the intelligent marking system detected that multiple users accessed the "Interrogation Records" chapter very frequently. Therefore, the next time the system marking interface is opened, the cache loading of this data block is automatically increased to reduce the time of repeated loading.

[0077] Step S14: Load the candidate data blocks into the memory and / or cache.

[0078] Step S15: determining a target data block in the candidate data blocks according to the second marking behavior information occurring on the first marking page.

[0079] In an embodiment of the present application, the intelligent marking system continues to monitor the user's marking behavior. When the second marking behavior occurs, the target data block for the user page switch can be determined based on the content and / or cached candidate data blocks, and the process proceeds to step S16.

[0080] Step S16: Switching the first marking page displaying the current data block to the second marking page displaying the target data block on the display interface.

[0081] In the embodiment of the present application, the intelligent examination system loads the display content of the target data block on the display interface, thereby switching the first examination page displaying the current data block to the second examination page displaying the target data block. The second examination page is also a page that at least displays the data block, that is, the text content of the judicial file.

[0082] In the present application, the intelligent examination system displays the current data block on the first examination page of the display interface, wherein the judicial file data is pre-divided into several data blocks according to the file directory arrangement rules; obtains the first examination behavior information occurring on the first examination page; predicts the candidate data block to be accessed based on the first examination behavior information; loads the candidate data block into the memory, and / or caches; determines the target data block in the candidate data block according to the second examination behavior information occurring on the first examination page; switches the first examination page displaying the current data block to the second examination page displaying the target data block on the display interface. Through the above-mentioned intelligent examination method, the intelligent preloading technology is introduced to load the subsequent page data in advance when the user browses the current page, so that the data of the subsequent page can be prepared in advance when the user browses the current page, thereby reducing waiting time and improving browsing efficiency.

[0083] For further information, please refer to Figure 2 , Figure 2 It is a flow chart of another embodiment of the intelligent marking method provided by the present application.

[0084] like Figure 2 As shown, the specific steps are as follows:

[0085] Step S21: Obtain a file directory list of judicial file data.

[0086] In the embodiment of the present application, the intelligent examination system completes the segmentation of the judicial files in the above step S11, and creates indexes for the segmented data blocks. Furthermore, the intelligent examination system further creates a file directory list based on all data block indexes for fast searching and locating data block content.

[0087] Step S22: Display the current data block index in the file directory list on the third examination page of the display interface.

[0088] In the embodiment of the present application, the intelligent examination system uses virtual list technology to render the file directory list in the user interface, that is, the above-mentioned display interface, so as to display the current data block index in the file directory list on the third examination page. The third examination page is a page that at least displays the file directory list, that is, the names of each node of the judicial file.

[0089] In addition, the third reading page can also be a page for further displaying data blocks, that is, the main text content of the judicial file.

[0090] Step S23: Obtain candidate data block indexes adjacent to the current data block index.

[0091] In an embodiment of the present application, the intelligent marking system further determines candidate data block indexes adjacent to the current data block index.

[0092] Step S24: Rendering the current data block index and the data blocks corresponding to the candidate data block indexes.

[0093] In the embodiment of the present application, the intelligent examination system renders the file data blocks in and near the current viewport according to the virtual list rendering technology, wherein the file data blocks in and near the current viewport correspond to the current data block index and the data blocks corresponding to the candidate data block index. For data blocks far away from the viewport, the intelligent examination system does not render them, or only renders placeholders.

[0094] For example, when a user is looking up a page of "evidence materials", the intelligent marking system only renders the file data blocks in the current viewport and the 5 pages before and after. For data blocks far away from the viewport, they are not rendered or only rendered as placeholders to improve the reading experience.

[0095] The intelligent marking system of the present application greatly reduces the number of DOM elements through virtual list rendering technology, improves rendering performance, and realizes smooth switching without perception. Among them, a DOM (Document Object Model) element is a node in an HTML (Hyper Text Markup Language) or XML (Extensible Markup Language) document. It can be the root node, element node, text node, comment node, etc. of a document.

[0096] For further information, please refer to Figure 3 , Figure 3 It is a flow chart of another embodiment of the intelligent marking method provided by the present application.

[0097] Step S31: obtaining the third marking behavior information occurring on the third marking page.

[0098] Step S32: Obtain the dynamic data block index according to the third marking behavior information.

[0099] Step S33: Rendering the data block corresponding to the dynamic data block index.

[0100] In the embodiment of the present application, when the user scrolls the list, the intelligent examination system listens to the scrolling event and dynamically updates the rendered file data block according to the new viewport position. At the same time, the intelligent examination system continues to use asynchronous loading technology to load new data blocks in the background to ensure that the user can seamlessly browse the entire file list.

[0101] The intelligent examination method of this application uses advanced data processing and transmission technology to optimize and compress large files, reduce the amount of data transmission, and increase the loading speed. At the same time, by optimizing the system architecture and algorithms, the system response time is reduced to ensure that users can enjoy a smooth and unimpeded experience when browsing large files. Specific measures include introducing parallel processing technology, optimizing cache mechanisms, etc. It effectively solves the jamming problem existing in the existing technology and improves the quality and efficiency of case handling and user experience. Users can quickly load and browse the contents of the files without having to wait for a long time, which improves overall work efficiency.

[0102] The intelligent marking method of this application introduces intelligent preloading and fast browsing technology, which can load subsequent page data in advance when the user browses the current page, reducing waiting time. At the same time, by optimizing the file processing process, the file loading and browsing speed is improved. Specific methods include using distributed storage and computing technology to speed up data processing and transmission. It significantly improves the work efficiency of case handlers and shortens the case processing cycle. The fast file processing capability enables case handlers to obtain the required information more promptly and speed up the case analysis and decision-making process.

[0103] The intelligent marking method of this application focuses on optimizing the user experience, and reduces the user's learning cost and difficulty of use through a simple and clear interface design and a user-friendly operation method. At the same time, it provides rich functions and tools to meet the diverse needs of case handlers. Specific measures include optimizing the interface layout, providing personalized setting options, and adding auxiliary tools. It improves user satisfaction and trust in the system and promotes the promotion and application of the system. A good user experience can stimulate the user's enthusiasm for use and promote the application and development of digital marking methods in the judicial system.

[0104] Those skilled in the art will appreciate that, in the above method of specific implementation, the order in which the steps are written does not imply a strict execution order and does not constitute any limitation on the implementation process. The specific execution order of the steps should be determined by their functions and possible internal logic.

[0105] In order to realize the above-mentioned intelligent marking method, this application also proposes an intelligent marking system, please refer to Figure 4 , Figure 4 It is a structural diagram of an embodiment of the intelligent marking system provided by this application.

[0106] The intelligent paper marking system 500 of this embodiment includes: a display module 51 , a control module 52 , a prediction module 53 , and a loading module 54 .

[0107] The display module 51 is used to display the current data block on the first file review page of the display interface, wherein the judicial file data is pre-divided into several data blocks according to the file directory arrangement rules.

[0108] The control module 52 is used to obtain the first marking behavior information occurring on the first marking page.

[0109] The prediction module 53 is used to predict the candidate data block to be accessed based on the first marking behavior information.

[0110] The loading module 54 is used to load the candidate data block into the memory and / or cache.

[0111] The control module 52 is used to determine the target data block among the candidate data blocks according to the second marking behavior information occurring on the first marking page.

[0112] The display module 51 is used to switch the first marking page displaying the current data block to the second marking page displaying the target data block on the display interface.

[0113] In order to realize the above-mentioned intelligent marking method, the present application also proposes an intelligent marking device, for details, please refer to Figure 5 , Figure 5 It is a structural schematic diagram of an embodiment of the intelligent marking device provided in this application.

[0114] The intelligent marking device 400 of this embodiment includes a processor 41 , a memory 42 , an input / output device 43 , and a bus 44 .

[0115] The processor 41, memory 42, and input / output device 43 are respectively connected to a bus 44. The memory 42 stores program data, and the processor 41 is used to execute the program data to implement the intelligent marking method described in the above embodiment.

[0116] In the embodiment of the present application, the processor 41 may also be referred to as a CPU (Central Processing Unit). The processor 41 may be an integrated circuit chip having the ability to process signals. The processor 41 may also be a general-purpose processor, a digital signal processor (DSP), an application-specific integrated circuit (ASIC), a field programmable gate array (FPGA), or other programmable logic devices, discrete gates or transistor logic devices, or discrete hardware components. A general-purpose processor may be a microprocessor or the processor 41 may also be any conventional processor, etc.

[0117] This application also provides a computer storage medium, please continue to refer to Figure 6 , Figure 6It is a structural diagram of an embodiment of a computer storage medium provided in the present application. The computer storage medium 600 stores a computer program 61. When the computer program 61 is executed by a processor, it is used to implement the intelligent marking method of the above embodiment.

[0118] When the embodiments of the present application are implemented in the form of software functional units and sold or used as independent products, they can be stored in a computer-readable storage medium. Based on this understanding, the technical solution of the present application is essentially or the part that contributes to the prior art or all or part of the technical solution can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including several instructions to enable a computer device (which can be a personal computer, a server, or a network device, etc.) or a processor to perform all or part of the steps of the method described in each embodiment of the present application. The aforementioned storage medium includes: various media that can store program codes, such as a USB flash drive, a mobile hard disk, a read-only memory (ROM), a random access memory (RAM), a disk or an optical disk.

[0119] The above description is only an implementation method of the present application, and does not limit the patent scope of the present application. Any equivalent structure or equivalent process transformation made using the contents of the present application specification and drawings, or directly or indirectly used in other related technical fields, are also included in the patent protection scope of the present application.

Claims

1. An intelligent review method based on judicial files, characterized in that: The intelligent marking method comprises: The current data block is displayed on the first file review page of the display interface, wherein the judicial file data is pre-divided into a number of data blocks according to the file directory arrangement rules; Get the first marking behavior information occurring on the first marking page; Predicting a candidate data block to be accessed based on the first examination paper behavior information; Loading the candidate data blocks into a memory and / or a cache; Determine a target data block among the candidate data blocks according to the second marking behavior information occurring on the first marking page; The display interface switches a first marking page displaying the current data block to a second marking page displaying the target data block.

2. The intelligent marking method according to claim 1, characterized in that: The intelligent marking method further comprises: The size of the cache is adjusted based on the user's marking behavior and / or the system load capacity of the intelligent marking system.

3. The intelligent marking method according to claim 2, characterized in that: The intelligent marking method further comprises: Based on the user's reading record, obtain the commonly used data blocks of the judicial file data; The frequently used data blocks are pre-stored in the cache.

4. The intelligent marking method according to claim 1, characterized in that: The first marking behavior information includes a marking scrolling direction and / or a marking scrolling speed.

5. The intelligent marking method according to claim 1, characterized in that: The intelligent marking method further comprises: Obtaining a file directory list of the judicial file data; Displaying the current data block index in the file directory list on the third examination page of the display interface; Obtaining candidate data block indexes adjacent to the current data block index; Render the current data block index and the data blocks corresponding to the candidate data block index.

6. The intelligent marking method according to claim 5, characterized in that: The intelligent marking method further comprises: Do not render the data blocks corresponding to the current data block index and other data block indexes other than the candidate data block index; Alternatively, the previous data block index and data block placeholders corresponding to other data block indexes other than the candidate data block index are rendered.

7. The intelligent marking method according to claim 5, characterized in that: After rendering the current data block index and the data block corresponding to the candidate data block index on the first examination paper page of the display interface, the intelligent examination paper method further includes: Acquire the third marking behavior information occurring on the third marking page; According to the third marking behavior information, a dynamic data block index is obtained; Render the data block corresponding to the dynamic data block index.

8. An intelligent review system based on judicial files, characterized in that: The intelligent marking system includes: a display module, a control module, a prediction module, and a loading module; wherein, The display module is used to display the current data block on the first file review page of the display interface, wherein the judicial file data is pre-divided into a plurality of data blocks according to the file directory arrangement rules; The control module is used to obtain the first marking behavior information occurring on the first marking page; The prediction module is used to predict the candidate data block to be accessed based on the first examination paper behavior information; The loading module is used to load the candidate data block into a memory and / or a cache; The control module is used to determine the target data block in the candidate data blocks according to the second marking behavior information occurring on the first marking page; The display module is used to switch the first examination page displaying the current data block to the second examination page displaying the target data block on the display interface.

9. An intelligent marking device, characterized in that: The intelligent marking device includes a memory and a processor coupled to the memory; The memory is used to store program data, and the processor is used to execute the program data to implement the intelligent marking method as described in any one of claims 1 to 7.

10. A computer storage medium, characterized in that: The computer storage medium is used to store program data, and when the program data is executed by a computer, it is used to implement the intelligent marking method as described in any one of claims 1 to 7.

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