Unified management method and device for asset files, equipment, medium and product

Abstract

The invention discloses a unified management method and device for asset files, equipment, a medium and a product. The method comprises the following steps: in response to at least one to-be-collected asset file selected by a user in a uniform resource file management interface, performing format standardization processing on each to-be-collected asset file based on a preset format standard; processing each to-be-collected asset file subjected to format standardization processing through a Hash algorithm to obtain key feature information of each to-be-collected asset file; according to the key feature information of each to-be-collected asset file, clustering the key feature information of which the similarity reaches a preset threshold value and the corresponding to-be-collected asset file into the same category by adopting a clustering algorithm; and based on the clustering result and a preset result display format, generating and displaying an asset collection result matched with each to-be-collected asset file. Through the technical scheme of the invention, unified management of the asset files can be realized, the display and management efficiency of the asset files is improved, and the user experience is improved.

Description

Technical Field

[0001] The present invention relates to the field of cloud computing technology, and in particular to a unified management method, device, equipment, medium and product for asset files. Background Art

[0002] In today's financial industry, especially in the business operations of our bank, the case maintenance management system has many significant defects and deficiencies. The current system's online maintenance and icon conversion input and output capabilities are relatively weak. When designing cases, auxiliary diagrams and system flow charts are often required, but the system is difficult to effectively meet this demand. At the same time, the case library as an asset is too single in form, with poor readability and difficulty in coordinating with other concrete assets. This series of problems directly led to the dispersion of product line assets, poor inheritability, and easy loss.

[0003] Specifically, the current files can only realize the basic function of storage, and cannot intelligently adjust, compare and recommend design files. Given the frequent occurrence of adjustment and optimization projects in the existing system, the design files do not support online updates, nor can they generate intelligent automatic supplements after new adjustments. The current operation method can only rely on manual comparison, selection of added content, or full replacement. This method is extremely inefficient for iterative updates of optimized functional assets, and testers are not willing to use it, which is seriously unfavorable for the continuous update and effective use of the asset library in the system. In addition, the system currently only supports the archiving and updating of detailed design documents of demand sub-items and single functions. For a type of product or section, it is impossible to add the relationship description of the overall function in the first-level functional layer, which is difficult to meet the needs of the actual business for the overall functional relationship sorting and display. Furthermore, the form of the asset library is rigid and single, and the online readability and maintainability are poor, which greatly affects the user experience and work efficiency.

[0004] In summary, the display and management efficiency of asset files in the existing unified management method of asset files are low, which leads to a poor user experience. Summary of the invention

[0005] The present invention provides a unified management method, device, equipment, medium and product for asset files, which can solve the problem that the display and management efficiency of asset files in the existing unified management method for asset files are low, thereby resulting in poor user experience for users.

[0006] In a first aspect, an embodiment of the present invention provides a unified management method for asset files, the method comprising:

[0007] In response to at least one asset file to be collected selected by a user in the unified resource file management interface, format standardization processing is performed on each asset file to be collected based on a preset format standard;

[0008] The asset files to be collected with standardized formats are processed by hash algorithm to obtain key feature information of each asset file to be collected;

[0009] According to the key feature information of each asset file to be collected, a clustering algorithm is used to cluster the key feature information with a similarity reaching a preset threshold and its corresponding asset file to be collected into the same category;

[0010] Based on the clustering results and the preset result display format, an asset collection result matching each asset file to be collected is generated and displayed, wherein the asset collection result includes: at least one of the number of assets, category distribution and value summary matching each asset file to be collected.

[0011] In a second aspect, an embodiment of the present invention provides a unified management device for asset files, the device comprising:

[0012] A format standardization module, configured to, in response to at least one asset file to be collected selected by a user in the unified resource file management interface, perform format standardization processing on each asset file to be collected based on a preset format standard;

[0013] A feature acquisition module is used to process the asset files to be collected in a standardized format through a hash algorithm to obtain key feature information of the asset files to be collected;

[0014] A clustering module is used to cluster the key feature information and the corresponding asset files to be collected into the same category using a clustering algorithm according to the key feature information of each asset file to be collected and the key feature information with similarity reaching a preset threshold value;

[0015] The display module is used to generate and display asset collection results matching each asset file to be collected based on the clustering results and a preset result display format, wherein the asset collection results include: at least one of the number of assets, category distribution and value summary matching each asset file to be collected.

[0016] In a third aspect, an embodiment of the present invention provides an electronic device, the electronic device comprising:

[0017] at least one processor; and

[0018] a memory communicatively connected to the at least one processor; wherein,

[0019] The memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute a unified management method for asset files described in any embodiment of the present invention.

[0020] In a fourth aspect, an embodiment of the present invention provides a computer-readable storage medium, wherein the computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement a unified asset file management method described in any embodiment of the present invention when executed.

[0021] In a fifth aspect, an embodiment of the present invention provides a computer program product, which includes a computer program. When the computer program is executed by a processor, it implements a unified management method for asset files described in any embodiment of the present invention.

[0022] The technical solution of the embodiment of the present invention first responds to at least one asset file to be collected selected by a user in a unified resource file management interface, performs format standardization processing on each asset file to be collected based on a preset format standard, and then processes each asset file to be collected with the format standardization processing through a hash algorithm to obtain key feature information of each asset file to be collected, and according to the key feature information of each asset file to be collected, a clustering algorithm is used to cluster the key feature information with a similarity reaching a preset threshold and its corresponding asset files to be collected into the same category, and finally, based on the clustering result and a preset result display format, an asset collection result matching each asset file to be collected is generated and displayed, thereby solving the problem that the display and management efficiency of asset files in the existing unified management method of asset files are both low, which in turn leads to a poor user experience of users, realizes unified management of asset files, improves the display and management efficiency of asset files, and improves user experience.

[0023] It should be understood that the contents described in this section are not intended to identify the key or important features of the embodiments of the present invention, nor are they intended to limit the scope of the present invention. Other features of the present invention will become easily understood through the following description. BRIEF DESCRIPTION OF THE DRAWINGS

[0024] In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the following briefly introduces the drawings required for use in the description of the embodiments. Obviously, the drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without creative work.

[0025] Figure 1 is a flow chart of a unified management method for asset files provided according to Embodiment 1 of the present invention;

[0026] Figure 2 is a flow chart of a unified management method for asset files provided according to Embodiment 2 of the present invention;

[0027] Figure 3 This is a schematic diagram of the structure of a unified asset file management device provided according to Embodiment 3 of the present invention;

[0028] Figure 4 It is a structural schematic diagram of an electronic device for implementing a unified asset file management method according to an embodiment of the present invention. DETAILED DESCRIPTION

[0029] In order to enable those skilled in the art to better understand the scheme of the present invention, the technical scheme in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work should fall within the scope of protection of the present invention.

[0030] It should be noted that the terms "first", "second", etc. in the specification and claims of the present invention 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 interchanged where appropriate, so that the embodiments of the present invention described herein can be implemented in an order other than those illustrated or described herein. In addition, any variation of the terms "including" and "having" is 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 clearly listed, but may include other steps or units that are not clearly listed or inherent to these processes, methods, products or devices.

[0031] Embodiment 1

[0032] Figure 1 This is a flow chart of a unified management method for asset files provided in Example 1 of the present invention. This embodiment is applicable to the situation of unified management of asset files. The method can be executed by a unified management device for asset files. The unified management device for asset files can be implemented in the form of hardware and / or software. The unified management device for asset files can be configured in a terminal or server with a unified management function for asset files.

[0033] like Figure 1 As shown, the method includes:

[0034] S110 . In response to at least one asset file to be aggregated selected by a user in the unified resource file management interface, format standardization processing is performed on each asset file to be aggregated based on a preset format standard.

[0035] Among them, the unified resource file management interface refers to a centralized and unified operating platform on which users can manage and operate various asset files, such as a web page interface or software window with clear classification and convenient operation buttons. The asset files to be collected refer to those asset files that need to be collected, sorted and uniformly managed. For example, they may include various document files (such as project plans, technical specifications, etc.), image files (such as design drawings, flow charts, etc.), and data files (such as statistical reports, transaction records, etc.).

[0036] Furthermore, in response to at least one asset file to be collected selected by the user in the unified resource file management interface, the system will perform format standardization processing on each asset file to be collected based on a preset format standard; wherein the format standard is a specification and requirement for the file format set in advance, such as a unified font, font size, line spacing, paragraph format, or a unified file extension, encoding method, etc. Through this standardization processing, the asset files to be collected that originally have different formats can meet the unified specifications, thereby making it easier to manage, store and use.

[0037] S120: Process the asset files to be aggregated in a standardized format by using a hash algorithm to obtain key feature information of the asset files to be aggregated.

[0038] Among them, the hash algorithm is an algorithm that converts input data of arbitrary length into fixed-length output through a specific calculation method; further, the key feature information is key data that can represent the important characteristics of the asset file and distinguish it from other files, such as a summary of the main content of the file, an identifier of a specific format, key metadata, etc.

[0039] Specifically, the asset files to be collected that have been standardized in format are processed through a hash algorithm. The hash algorithm performs complex mathematical operations on the contents of these files to obtain the key feature information of each asset file to be collected. Taking a document file as an example, the hash algorithm may calculate a unique hash value based on the keywords, paragraph structure, specific tags and other elements in the file, and this hash value is used as the key feature information of the file. For image files, key feature information may be generated based on the pixel distribution, color features, etc. of the image. The key feature information obtained in this way is unique and deterministic, and can be effectively used in subsequent file management and processing operations.

[0040] S130 , based on the key feature information of each asset file to be aggregated, a clustering algorithm is used to cluster the key feature information whose similarity reaches a preset threshold and its corresponding asset file to be aggregated into the same category.

[0041] Among them, the "clustering algorithm" is an unsupervised learning algorithm, and its purpose is to cluster similar data points or objects into different groups or categories. In this embodiment, the clustering algorithm can be a K-Means algorithm or a hierarchical clustering algorithm, etc.; further, the similarity is used to measure the similarity between two or more key feature information, which can be determined based on multiple features and calculation methods. It should be noted that the calculation method of feature vector similarity is a mature existing technology, which will not be described in detail in this embodiment.

[0042] Specifically, a clustering algorithm is used to process the key feature information of each asset file to be collected. The clustering algorithm analyzes and calculates these key feature information to determine the degree of similarity between them. When the similarity of two key feature information reaches a preset threshold, they are considered to have sufficient similarity with their corresponding asset files to be collected. For example, if the preset threshold is set to 80% similarity, for two document files, if their similarity in key feature information reaches or exceeds 80%, then the key feature information of the two files and themselves will be clustered into the same category. Such a clustering operation helps to group asset files with similar properties together, which is convenient for subsequent unified management and processing.

[0043] S140: Based on the clustering results and a preset result display format, generate and display asset collection results that match each asset file to be collected.

[0044] The asset collection result includes: at least one of the number of assets, category distribution and value summary that match each asset file to be collected.

[0045] The “result display format” is a specific format and layout that is pre-set and used to clearly present the asset collection results. For example, it can be a detailed table containing multiple sections, or a hierarchical tree structure diagram.

[0046] Specifically, based on the above clustering results and the preset result display format, the system will comprehensively analyze and process the relevant data, generate asset collection results that match the asset files to be collected, and display them; it should be noted that the asset collection results here include multiple important aspects, among which the number of assets refers to the specific number of asset files belonging to each category or the whole. For example, there are 15 files under the annual financial statement category; category distribution indicates the proportion and distribution of different categories of assets in the whole, for example, financial asset files account for 30% of the total collected assets, business asset files account for 50%, etc.; value summary is the statistics and sum of the value contained in the asset files. For example, the value of some important commercial contracts or patent documents is summarized through evaluation and calculation. The asset collection results generated in this way can provide users with comprehensive, clear and valuable asset information, helping users to better understand and manage assets.

[0047] Optionally, based on the above steps, the unified management method of asset files also includes: responding to a file editing instruction input by a user in a unified resource file management interface, obtaining a target editing resource file that matches the file editing instruction, and displaying the target editing resource file in the unified resource file management interface; responding to an editing operation input by a user in an editing menu bar for a target editing resource file, obtaining an editing command that matches the editing operation; processing the editing command using a pre-trained intelligent association model to obtain an association command that matches the editing command; and performing a matching editing operation on the target editing resource file based on the editing command and the association command.

[0048] The intelligent association model is a model that is trained with a large amount of data and can infer related content based on input information. For example, when inputting "adjust the font size to 12", the model may associate the command "also change the font color to black".

[0049] Specifically, in response to the file editing instruction input by the user in the unified resource file management interface, the system will receive the file information that the user explicitly specifies to be edited, and then obtain the target editing resource file that matches the file editing instruction, and display it in the unified resource file management interface. For example, when the user enters the editing instruction "Edit this month's sales report", the system will find the corresponding file named "this month's sales report.xlsx" and display it in the interface. In response to the editing operation entered by the user in the editing menu bar for the target editing resource file, the system will obtain the editing command corresponding to the editing operation. For example, when the user selects the "bold" operation in the editing menu bar, the system obtains the editing command "bold font". Then, the acquired editing command is processed using the pre-trained intelligent association model. The model analyzes the current editing command based on the knowledge and patterns obtained by its learning and training, and then infers the possible related associative commands. For example, when the user enters the editing command of "increase the image size", the intelligent association model may process and derive the associative command of "keep the image ratio unchanged". Finally, based on the acquired editing commands and the associative commands derived from the intelligent associative model, corresponding matching editing operations are performed on the target editing resource file to meet the user's editing needs and improve editing efficiency and accuracy.

[0050] Optionally, based on the above steps, the unified management method of asset files also includes: in response to a user's login operation, obtaining editing content pre-configured by a developer, and displaying it in a unified resource file management interface updated according to the editing content based on preset page layout rules.

[0051] The login operation is the act of a user obtaining system access rights by entering a user name, password or other identity authentication information.

[0052] Specifically, in response to the user's login operation, the system will react immediately. When the user successfully completes the login process, the system will obtain the editing content pre-configured by the developer. These editing contents are set according to the functional requirements of the system and the user's usage scenarios. Then, based on the preset page layout rules, the system will display them in the unified resource file management interface after the edit content is updated in accordance with the established format and structure. For example, the preset page layout rules may stipulate that the upper half of the interface displays the user's personal information and system notifications, the left side displays the file directory in a tree structure, and the right side displays file details and editing tools in different areas. The editing content pre-configured by the developer may include a list of the latest uploaded files, commonly used file editing operation buttons (such as copy, paste, delete, etc.), and quick filtering options for specific types of files. When the user logs in, the system will accurately and clearly present the acquired editing content on the unified resource file management interface according to this layout rule, facilitating the user's subsequent operations and management.

[0053] Optionally, based on the above steps, the unified management method of asset files also includes: monitoring the user's cursor operation in real time during the user's management of resource files in the unified resource file management interface; when the cursor operation is detected as a mouse click event, triggering a specific event based on the positional relationship between the current position of the cursor and the user interaction page; when the cursor operation is detected as a mouse hover event, triggering the operation of displaying prompt information or preloading preset information; when the cursor operation is detected as a mouse double-click event, triggering a specific event based on the positional relationship between the current position of the cursor and the user interaction page; when the cursor operation is detected as a keyboard key event, triggering a pre-set corresponding event for the user's specific key.

[0054] Exemplarily, in this embodiment, during the process of the user managing resource files in the unified resource file management interface, the system will continuously monitor the user's cursor operation in real time. This means that the system is always ready to respond to every action of the user controlling the cursor through the mouse or keyboard. When the cursor operation is detected as a mouse click event, the system will immediately analyze the positional relationship between the current position of the cursor and the user interaction page. For example, if the user clicks on a file icon, the system may open the file or pop up a related operation menu based on this positional relationship; when the cursor operation is detected as a mouse hover event, the system will trigger the corresponding operation. For example, when the mouse pointer stays on a button, the system will display a prompt about the button function, or preload preset information related to the position, so that it can respond quickly when the user further operates; and when the cursor operation is detected as a mouse double-click event, the system will also trigger a specific event based on the positional relationship between the current position of the cursor and the user interaction page. Suppose the user double-clicks on a folder, the system may expand the folder to display the contents therein; in addition, when the cursor operation is detected as a keyboard key event, the system will trigger a preset corresponding event for the specific key pressed by the user. For example, the user may confirm an operation by pressing the "Enter" key, and may cancel the current operation by pressing the "Esc" key.

[0055] Optionally, based on the above steps, the unified management method of asset files also includes: the user triggers a mind map generation operation in the unified resource file management interface, and obtains at least one asset file selected by the user as a map basic file; each map basic file is processed based on a pre-trained hierarchical clustering algorithm to obtain a target mind map that matches the mind map generation operation, and the target mind map is displayed.

[0056] Among them, the mind map is a tool that displays thinking and information structure in a graphical way. It radiates branches outward from the central theme, connects related concepts, ideas and information, and helps to organize ideas and summarize information; further, the hierarchical clustering algorithm is a clustering analysis method, which gradually merges data into hierarchical clusters by calculating the similarity or distance between data points.

[0057] Specifically, when a user triggers the generated mind map generation operation in the unified resource file management interface, it means that the user expresses the desire to generate a mind map through a specific operation, such as clicking a specific button or selecting a corresponding menu option. The system will obtain at least one asset file selected by the user as a map base file. These asset files can be various types of documents, such as project reports, research papers, planning schemes, etc. Then, each map base file is processed based on a pre-trained hierarchical clustering algorithm, which analyzes information such as content, structure, and keywords in the file to determine the association and hierarchical relationship between them. For example, if the selected asset file is a report on different stages of a project, the algorithm may perform cluster analysis based on factors such as the chronological order of the report and the relevance of the work content, and finally obtain a target mind map that matches the mind map generation operation and display it to the user in the interface. Users can intuitively see the relationship and structure between each file, and understand and manage these asset files more conveniently.

[0058] The technical solution of the embodiment of the present invention first responds to at least one asset file to be collected selected by a user in a unified resource file management interface, performs format standardization processing on each asset file to be collected based on a preset format standard, and then processes each asset file to be collected with the standardized format through a hash algorithm to obtain key feature information of each asset file to be collected, and according to the key feature information of each asset file to be collected, a clustering algorithm is used to cluster the key feature information with a similarity reaching a preset threshold and its corresponding asset files to be collected into the same category, and finally, based on the clustering result and the preset result display format, an asset collection result matching each asset file to be collected is generated and displayed, thereby realizing unified management of asset files, improving the display and management efficiency of asset files, and improving user experience.

[0059] Embodiment 2

[0060] Figure 2 This is a flow chart of a unified management method for asset files provided in Embodiment 2 of the present invention. This embodiment is based on and supplements the above embodiment. In this embodiment, the content of a unified management method for asset files is supplemented.

[0061] like Figure 2 As shown, the method includes:

[0062] S210: In response to a search text input by a user in a term search box of a uniform resource file management interface, a target stem matching the search text is obtained based on a stem extraction technology.

[0063] Among them, the term search box is a specific input area in the interface for users to enter keywords or phrases to find related resource files; further, the stem extraction technology is a natural language processing technology used to convert words into their basic form or stems, removing changes and derived forms at the end of the word, so as to more effectively perform text search and analysis.

[0064] Specifically, when the user enters the search text in the entry search box of the unified resource file management interface, the system will immediately respond to this operation. The search text entered by the user can be any word, phrase or sentence related to the resource file you want to find. Then, the search text entered by the user is processed based on the stem extraction technology. This technology analyzes each word in the search text, removes changes such as tense and plural, and extracts its core stem part. For example, if the search text entered by the user is "books", the target stem "book" will be obtained through the stem extraction technology; if "swimming" is entered, the extracted target stem is "swim". Such processing can more accurately match relevant resource files and improve the efficiency and accuracy of the search.

[0065] S220: Using the pre-built inverted index, obtain the to-be-confirmed file matching the target stem from the pre-built resource file database.

[0066] The inverted index is a data structure commonly used in information retrieval, which uses the words in the document as the index key and the document number or position containing these words as the index value. For example, for a set of documents, the inverted index may associate the word apple with documents 1, 3, 5, etc. containing apples; further, the resource file database is a database system that centrally stores and manages information related to various resource files, including detailed information such as the name, content, and attributes of the file.

[0067] S230: Filter the files to be confirmed by using an exact matching algorithm and a fuzzy matching algorithm to obtain result asset files.

[0068] The exact matching algorithm is a method used in data processing and searching, which requires that the search content is completely consistent with the target to be considered a match. For example, when searching for the word "Apple phone", only the completely accurate Apple phone can be considered a successful match; further, the fuzzy matching algorithm can also consider differences and similarities to be matches to a certain extent.

[0069] In this embodiment, after the comprehensive application and filtering of these two algorithms, various result asset files are finally obtained, and these files can meet the user's search needs more accurately and comprehensively.

[0070] S240: sort each asset result file based on a preset file sorting rule, and display each sorted result asset file in a unified resource file management interface.

[0071] The file sorting rule is a pre-set rule and method for determining the order of file arrangement, for example, the files may be sorted from new to old according to their modification time, or in alphabetical order of file names, or in descending order of file sizes.

[0072] In a specific implementation of this embodiment, it is assumed that the preset sorting rule is to sort by the importance of the files. The importance can be determined based on factors such as the access frequency of the files, the category to which the files belong (such as the importance of core business files is higher than that of general reference files), etc., or the files can be sorted in chronological order according to their creation time, with files with earlier creation times being placed in front or back. After the sorting is completed, the sorted result asset files are displayed in the unified resource file management interface, making it convenient for users to quickly find and view the files that they are most concerned about or most needed.

[0073] The technical solution of the embodiment of the present invention first responds to the search text entered by the user in the term search box of the unified resource file management interface, obtains the target stem matching the search text based on the stem extraction technology, and then uses the pre-built inverted index to obtain the to-be-confirmed files matching the target stem in the pre-built resource file database, and filters each to-be-confirmed file through the exact matching algorithm and the fuzzy matching algorithm to obtain each result asset file, and finally sorts each asset result file based on a preset file sorting rule, and displays each sorted result asset file in the unified resource file management interface, thereby improving the display efficiency of the asset file and improving the user experience.

[0074] Embodiment 3

[0075] Figure 3 This is a schematic diagram of the structure of a unified asset file management device provided in Embodiment 3 of the present invention. Figure 3 As shown, the device comprises:

[0076] The format standardization module 310 is used to perform format standardization processing on each asset file to be collected based on a preset format standard in response to at least one asset file to be collected selected by the user in the unified resource file management interface;

[0077] The feature acquisition module 320 is used to process the asset files to be collected in a standardized format through a hash algorithm to obtain key feature information of the asset files to be collected;

[0078] The clustering module 330 is used to cluster the key feature information and the corresponding asset files to be aggregated into the same category using a clustering algorithm according to the key feature information of each asset file to be aggregated, the key feature information having a similarity reaching a preset threshold value;

[0079] The display module 340 is used to generate and display asset aggregation results that match each asset file to be aggregated based on the clustering results and a preset result display format, wherein the asset aggregation results include: at least one of the number of assets, category distribution, and value summary that match each asset file to be aggregated.

[0080] The technical solution of the embodiment of the present invention first responds to at least one asset file to be collected selected by a user in a unified resource file management interface, performs format standardization processing on each asset file to be collected based on a preset format standard, and then processes each asset file to be collected with the standardized format through a hash algorithm to obtain key feature information of each asset file to be collected, and according to the key feature information of each asset file to be collected, a clustering algorithm is used to cluster the key feature information with a similarity reaching a preset threshold and its corresponding asset files to be collected into the same category, and finally, based on the clustering result and the preset result display format, an asset collection result matching each asset file to be collected is generated and displayed, thereby realizing unified management of asset files, improving the display and management efficiency of asset files, and improving user experience.

[0081] Based on the above embodiment, the unified management device for asset files further includes:

[0082] The file search module is used to respond to the search text entered by the user in the term search box of the unified resource file management interface, obtain the target stem matching the search text based on the stem extraction technology; use the pre-built inverted index to obtain the to-be-confirmed files matching the target stem in the pre-built resource file database; filter and process each to-be-confirmed file through the exact matching algorithm and the fuzzy matching algorithm to obtain each result asset file; sort each asset result file based on the preset file sorting rules, and display each sorted result asset file in the unified resource file management interface.

[0083] Based on the above embodiment, the unified management device for asset files further includes:

[0084] A file editing module is used to respond to file editing instructions input by a user in a unified resource file management interface, obtain a target editing resource file that matches the file editing instruction, and display the target editing resource file in the unified resource file management interface; respond to an editing operation input by a user in an editing menu bar for a target editing resource file, obtain an editing command that matches the editing operation; use a pre-trained intelligent association model to process the editing command to obtain an association command that matches the editing command; and perform a matching editing operation on the target editing resource file based on the editing command and the association command.

[0085] Based on the above embodiment, the unified management device for asset files further includes:

[0086] The page layout module is used to respond to the user's login operation, obtain the editing content pre-configured by the developer, and display it in the unified resource file management interface updated according to the editing content based on the preset page layout rules.

[0087] Based on the above embodiment, the unified management device for asset files further includes:

[0088] The cursor monitoring module is used to monitor the user's cursor operation in real time when the user manages resource files in the unified resource file management interface; when the cursor operation is detected as a mouse click event, a specific event is triggered based on the positional relationship between the current position of the cursor and the user interaction page; when the cursor operation is detected as a mouse hover event, the operation of displaying prompt information or preloading preset information is triggered; when the cursor operation is detected as a mouse double-click event, a specific event is triggered based on the positional relationship between the current position of the cursor and the user interaction page; when the cursor operation is detected as a keyboard key event, a pre-set corresponding event is triggered for the user's specific key.

[0089] Based on the above embodiment, the unified management device for asset files further includes:

[0090] The mind map module is used for the user to trigger the mind map generation operation in the unified resource file management interface, obtain at least one asset file selected by the user as the map basic file; process each map basic file based on the pre-trained hierarchical clustering algorithm to obtain the target mind map matching the mind map generation operation, and display the target mind map.

[0091] A unified asset file management device provided in an embodiment of the present invention can execute a unified asset file management method provided in any embodiment of the present invention, and has functional modules and beneficial effects corresponding to the execution method.

[0092] Embodiment 4

[0093] Figure 4 A schematic diagram of the structure of an electronic device 10 that can be used to implement an embodiment of the present invention is shown. The electronic device is intended to represent various forms of digital computers, such as laptop computers, desktop computers, workstations, personal digital assistants, servers, blade servers, mainframe computers, and other suitable computers. The electronic device can also represent various forms of mobile devices, such as personal digital processing, cellular phones, smart phones, wearable devices (such as helmets, glasses, watches, etc.) and other similar computing devices. The components shown herein, their connections and relationships, and their functions are merely examples and are not intended to limit the implementation of the present invention described and / or required herein.

[0094] like Figure 4 As shown, the electronic device 10 includes at least one processor 11, and a memory connected to the at least one processor 11, such as a read-only memory (ROM) 12, a random access memory (RAM) 13, etc., wherein the memory stores a computer program that can be executed by at least one processor, and the processor 11 can perform various appropriate actions and processes according to the computer program stored in the read-only memory (ROM) 12 or the computer program loaded from the storage unit 18 to the random access memory (RAM) 13. In the RAM 13, various programs and data required for the operation of the electronic device 10 can also be stored. The processor 11, ROM 12 and RAM 13 are connected to each other through a bus 14. An input / output (I / O) interface 15 is also connected to the bus 14.

[0095] A number of components in the electronic device 10 are connected to the I / O interface 15, including: an input unit 16, such as a keyboard, a mouse, etc.; an output unit 17, such as various types of displays, speakers, etc.; a storage unit 18, such as a disk, an optical disk, etc.; and a communication unit 19, such as a network card, a modem, a wireless communication transceiver, etc. The communication unit 19 allows the electronic device 10 to exchange information / data with other devices through a computer network such as the Internet and / or various telecommunication networks.

[0096] The processor 11 may be a variety of general and / or special processing components with processing and computing capabilities. Some examples of the processor 11 include, but are not limited to, a central processing unit (CPU), a graphics processing unit (GPU), various special artificial intelligence (AI) computing chips, various processors running machine learning model algorithms, a digital signal processor (DSP), and any appropriate processor, controller, microcontroller, etc. The processor 11 executes the various methods and processes described above, such as a unified management method for asset files.

[0097] Accordingly, the method comprises:

[0098] In response to at least one asset file to be collected selected by a user in the unified resource file management interface, format standardization processing is performed on each asset file to be collected based on a preset format standard;

[0099] The asset files to be collected with standardized formats are processed by hash algorithm to obtain key feature information of each asset file to be collected;

[0100] According to the key feature information of each asset file to be collected, a clustering algorithm is used to cluster the key feature information with a similarity reaching a preset threshold and its corresponding asset file to be collected into the same category;

[0101] Based on the clustering results and the preset result display format, an asset collection result matching each asset file to be collected is generated and displayed, wherein the asset collection result includes: at least one of the number of assets, category distribution and value summary matching each asset file to be collected.

[0102] In some embodiments, a unified management method for asset files may be implemented as a computer program, which is tangibly contained in a computer-readable storage medium, such as a storage unit 18. In some embodiments, part or all of the computer program may be loaded and / or installed on the electronic device 10 via the ROM 12 and / or the communication unit 19. When the computer program is loaded into the RAM 13 and executed by the processor 11, one or more steps of the unified management method for asset files described above may be performed. Alternatively, in other embodiments, the processor 11 may be configured to execute a unified management method for asset files in any other appropriate manner (e.g., by means of firmware).

[0103] Various implementations of the systems and techniques described above herein can be implemented in digital electronic circuit systems, integrated circuit systems, field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), load programmable logic devices (CPLDs), computer hardware, firmware, software, and / or combinations thereof. These various implementations can include: being implemented in one or more computer programs that can be executed and / or interpreted on a programmable system including at least one programmable processor, which can be a special purpose or general purpose programmable processor that can receive data and instructions from a storage system, at least one input device, and at least one output device, and transmit data and instructions to the storage system, the at least one input device, and the at least one output device.

[0104] Computer programs for implementing the methods of the present invention may be written in any combination of one or more programming languages. These computer programs may be provided to a processor of a general-purpose computer, a special-purpose computer, or other programmable data processing device, so that when the computer program is executed by the processor, the functions / operations specified in the flow chart and / or block diagram are implemented. The computer program may be executed entirely on the machine, partially on the machine, partially on the machine and partially on a remote machine as a stand-alone software package, or entirely on a remote machine or server.

[0105] In the context of the present invention, a computer-readable storage medium may be a tangible medium that may contain or store a computer program for use by or in combination with an instruction execution system, device or equipment. A computer-readable storage medium may include, but is not limited to, electronic, magnetic, optical, electromagnetic, infrared, or semiconductor systems, devices or equipment, or any suitable combination of the foregoing. Alternatively, a computer-readable storage medium may be a machine-readable signal medium. A more specific example of a machine-readable storage medium may include an electrical connection based on one or more lines, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.

[0106] To provide interaction with a user, the systems and techniques described herein may be implemented on an electronic device having: a display device (e.g., a CRT (cathode ray tube) or LCD (liquid crystal display) monitor) for displaying information to the user; and a keyboard and a pointing device (e.g., a mouse or trackball) through which the user can provide input to the electronic device. Other types of devices may also be used to provide interaction with the user; for example, the feedback provided to the user may be any form of sensory feedback (e.g., visual feedback, auditory feedback, or tactile feedback); and input from the user may be received in any form (including acoustic input, voice input, or tactile input).

[0107] The systems and techniques described herein may be implemented in a computing system that includes backend components (e.g., as a data server), or a computing system that includes middleware components (e.g., an application server), or a computing system that includes frontend components (e.g., a user computer with a graphical user interface or a web browser through which a user can interact with implementations of the systems and techniques described herein), or a computing system that includes any combination of such backend components, middleware components, or frontend components. The components of the system may be interconnected by any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include: a local area network (LAN), a wide area network (WAN), a blockchain network, and the Internet.

[0108] A computing system may include a client and a server. The client and the server are generally remote from each other and usually interact through a communication network. The client and server relationship is generated by computer programs running on the corresponding computers and having a client-server relationship with each other. The server may be a cloud server, also known as a cloud computing server or cloud host, which is a host product in the cloud computing service system to solve the defects of difficult management and weak business scalability in traditional physical hosts and VPS services.

[0109] It should be understood that the various forms of processes shown above can be used to reorder, add or delete steps. For example, the steps described in the present invention can be executed in parallel, sequentially or in different orders, as long as the desired results of the technical solution of the present invention can be achieved, and this document does not limit this.

Claims

1. A unified management method for asset files, characterized in that: The method comprises: In response to at least one asset file to be collected selected by a user in the unified resource file management interface, format standardization processing is performed on each asset file to be collected based on a preset format standard; The asset files to be collected with standardized formats are processed by hash algorithm to obtain key feature information of each asset file to be collected; According to the key feature information of each asset file to be collected, a clustering algorithm is used to cluster the key feature information with a similarity reaching a preset threshold and its corresponding asset file to be collected into the same category; Based on the clustering results and the preset result display format, an asset collection result matching each asset file to be collected is generated and displayed, wherein the asset collection result includes: at least one of the number of assets, category distribution and value summary matching each asset file to be collected.

2. The method according to claim 1, characterized in that The method further comprises: In response to a search text input by a user in a term search box of a uniform resource file management interface, a target stem matching the search text is obtained based on a stem extraction technique; Using a pre-built inverted index, obtaining a to-be-confirmed file matching the target stem from a pre-built resource file database; Filter each file to be confirmed by using the exact matching algorithm and the fuzzy matching algorithm to obtain each result asset file; The asset result files are sorted based on the preset file sorting rules, and the sorted result asset files are displayed in the unified resource file management interface.

3. The method according to claim 1, characterized in that The method further comprises: In response to a file editing instruction input by a user in the unified resource file management interface, a target editing resource file matching the file editing instruction is acquired, and the target editing resource file is displayed in the unified resource file management interface; In response to an editing operation input by a user in an editing menu bar for a target editing resource file, acquiring an editing command matching the editing operation; Using a pre-trained intelligent association model to process the editing command to obtain an association command matching the editing command; A matching editing operation is performed on the target editing resource file based on the editing command and the associative command.

4. The method according to claim 1, characterized in that: The method further comprises: In response to the user's login operation, the editing content pre-configured by the developer is obtained, and based on the preset page layout rules, it is displayed on the unified resource file management interface updated according to the editing content.

5. The method according to claim 1, characterized in that The method further comprises: When the user manages resource files in the unified resource file management interface, the user's cursor operation is monitored in real time; When detecting that the cursor operation is a mouse click event, triggering a specific event based on the position relationship between the current position of the cursor and the user interaction page; When detecting that the cursor operation is a mouse hover event, triggering an operation of displaying prompt information or preloading preset information; When it is detected that the cursor operation is a mouse double-click event, triggering a specific event according to the position relationship between the current position of the cursor and the user interaction page; When it is detected that the cursor operation is a keyboard key event, a preset corresponding event is triggered for the specific key pressed by the user.

6. The method according to claim 1, characterized in that The method further comprises: The user triggers a mind map generation operation in the unified resource file management interface, and obtains at least one asset file selected by the user as a mind map basic file; Each mind map basic file is processed based on a pre-trained hierarchical clustering algorithm to obtain a target mind map that matches the mind map generation operation, and the target mind map is displayed.

7. A unified management device for asset files, characterized in that: The method comprises: A format standardization module, configured to, in response to at least one asset file to be collected selected by a user in the unified resource file management interface, perform format standardization processing on each asset file to be collected based on a preset format standard; A feature acquisition module is used to process the asset files to be collected in a standardized format through a hash algorithm to obtain key feature information of the asset files to be collected; A clustering module is used to cluster the key feature information and the corresponding asset files to be collected into the same category using a clustering algorithm according to the key feature information of each asset file to be collected and the key feature information with similarity reaching a preset threshold value; The display module is used to generate and display asset collection results matching each asset file to be collected based on the clustering results and a preset result display format, wherein the asset collection results include: at least one of the number of assets, category distribution and value summary matching each asset file to be collected.

8. An electronic device, characterized in that: The electronic device comprises: at least one processor; and a memory communicatively connected to the at least one processor; wherein, The memory stores a computer program executable by the at least one processor, and the computer program is executed by the at least one processor so that the at least one processor can execute a unified asset file management method according to any one of claims 1 to 6.

9. A computer-readable storage medium, characterized in that: The computer-readable storage medium stores computer instructions, and the computer instructions are used to enable a processor to implement a unified asset file management method according to any one of claims 1 to 6 when executed.

10. A computer program product, characterized in that The computer program product comprises a computer program, and when the computer program is executed by a processor, the computer program implements a unified management method for asset files according to any one of claims 1-6.

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