New media platform unified operation and management system and method

Abstract

The invention discloses a unified operation and management system and method for a new media platform, and relates to the technical field of new media, and the system comprises an account management module which is used for receiving the authorization information of a new media platform account, completing the binding and authentication, and monitoring the login state; the content distribution module distributes the generated content to a target platform through an interface and tracks the distribution progress in real time; the data analysis module collects and integrates content browsing, user interaction and sales data to generate a data report; the service processing module submits and processes a user request through an applet or an H5 page; the permission control module dynamically allocates permissions based on user roles; and the cross-platform interface management module adapts interface parameters to ensure successful calling. According to the method, the problems of complex account management, low content publishing efficiency, insufficient data integration and inflexible authority distribution in multi-platform operation are solved, the operation efficiency and safety are improved, and the method is suitable for a multi-platform new media operation scene.

Description

Technical Field

[0001] The present invention relates to the field of new media technology, and in particular to a new media platform unified operation and management system and method. Background Art

[0002] The rapid development of new media platforms has driven the demand for multi-platform operations, but the existing solutions for multi-platform account management, content publishing, data analysis and permission control are scattered and independent, lacking unified and integrated management capabilities. For example, the account authorization interface rules of different new media platforms are different, which requires users to log in and manage multiple platform accounts separately, which not only increases the complexity of management, but also may lead to uncontrollable authorization status. In addition, there are significant differences in the interface rules and data feedback formats for content publishing, and traditional solutions are difficult to efficiently complete cross-platform content publishing operations and data integration. Due to the above shortcomings, users generally face problems such as inefficiency, data silos and insufficient security in multi-platform operation and management, and are in urgent need of a unified operation and management platform to solve the above technical problems.

[0003] In the prior art, although some solutions for single-platform content management or data analysis have been proposed, these solutions can only partially cover the functions of a single platform and are difficult to adapt to the needs of multi-platform operations. For example, when publishing across platforms, existing content publishing tools lack support for content segmentation, parameter adaptation, and dynamic adjustment of interface rules, resulting in a high rate of task execution failure. At the same time, most solutions for permission control are based on static permission allocation, and are unable to dynamically adjust the access scope and operating permissions according to different user roles, which limits the flexibility of the system. Furthermore, with regard to data analysis and feedback, the analysis dimensions of existing tools are limited, and they fail to fully integrate data feedback from multiple platforms, and are unable to provide users with comprehensive operational decision support. Therefore, there is an urgent need for a unified solution that can integrate multi-platform account management, content publishing, permission control, and data analysis. Summary of the invention

[0004] In view of the deficiencies in the above-mentioned prior art, the present invention proposes a unified operation and management system and method for a new media platform. The system realizes dynamic monitoring of account binding and authorization status through an account management module, supports the adaptation of cross-platform interface rules and real-time tracking of content publishing progress through a content publishing module, realizes dynamic permission allocation and management based on user roles through a permission control module, and provides multi-dimensional data integration and report analysis through a data analysis module.

[0005] In order to achieve the above object, the present invention is implemented by the following technical solutions:

[0006] A new media platform unified operation and management system, including:

[0007] The account management module is used to receive the authorization information of the new media platform account, complete the account binding and authentication through the unified login interface, and continuously monitor the login status of each account;

[0008] The content publishing module is used to distribute the generated graphic or video content to the target new media platform account through the preset content publishing interface, and track the content publishing progress in real time based on the task scheduling mechanism;

[0009] Data analysis module, used to collect and integrate content browsing data, user interaction data and sales-related data of the target new media platform, and generate data reports through preset analysis logic;

[0010] The business processing module is used to submit, verify and process business data through mini programs or H5 pages according to the user's business request, and complete the interaction with the user's request;

[0011] The permission control module is used to allocate system operation permissions based on user roles and dynamically limit access scope and operation permissions;

[0012] The cross-platform interface management module is used to adapt interface parameters according to the interface rules and data feedback formats of different new media platforms, adjust the mapping rules of content fields in real time, and ensure the success of interface calls.

[0013] As a preferred solution of the present invention, the account management module includes:

[0014] The login authorization unit is used to receive the authorization information submitted by the user, including the account ID, password, dynamic verification code or third-party authorization token, dynamically load the authorization interface rules of the target new media platform through the multi-protocol adaptation mechanism, format the authorization information, and generate request parameters that meet the authorization interface requirements of the target platform to complete account binding and authentication;

[0015] The status monitoring unit is used to parse the authorization status information of the bound account, including the authorization timestamp, the interface return status identifier, and the historical interface call log, and generate an invalidation risk assessment based on the authorization status invalidation prediction mechanism by combining the historical authorization invalidation data and the current status information;

[0016] The renewal processing unit is used to call the renewal authorization interface of the target platform to complete the renewal operation when it detects that the authorization status is invalid or the remaining time is lower than the preset threshold, and generate a fault report and record it in the log file.

[0017] As a preferred solution of the present invention, the content publishing module includes:

[0018] A dynamic content generation unit, used to adjust the resolution, file size, text format and text length of the content in real time according to the interface rules of the target new media platform;

[0019] The shard optimization unit is used to optimize the shard data generated by the content generation unit according to the target platform interface rules, wherein:

[0020] State space S = {S D ,T P ,R P ,B N ,S H}, where: S D Indicates the content file size; T P Indicates the timeliness of release, which means the time limit for content release required by the target new media platform; R P Indicates the interface performance of the target platform; B N Indicates the current network bandwidth; S H Indicates the health status of the storage path;

[0021] Action space A = {a1, a2, ..., a n}, where: A includes a fragment size adjustment strategy and a storage path selection strategy; a1 is a strategy for dynamically adjusting the content fragment size, which is used to optimize the transmission efficiency while meeting the target platform interface requirements; a2 is a strategy for dynamically selecting a storage path, which is used to give priority to paths with high health according to the path health status; a n The backup path switching strategy is used to trigger the backup path when the current path is unavailable to ensure the successful completion of the sharding task;

[0022] The optimization goal is to maximize the content transmission success rate and minimize resource consumption on the basis of meeting the requirements of the target platform, and dynamically adjust based on the reward function. The formula is:

[0023]

[0024] The path optimization unit is used to select a transmission path with a high health status and a low load according to the output data of the shard optimization unit, and trigger a backup path switching mechanism when the path status is lower than a preset threshold.

[0025] As a preferred solution of the present invention, the content publishing module includes:

[0026] A cross-platform parameter mapping unit is used to realize intelligent mapping between cross-platform content fields and target platform interface parameters based on a generative adversarial network, wherein:

[0027] The generator G receives the input field Y and generates a cross-platform parameter mapping solution X=G(Y), where: Y={F N ,FT ,F S}, F N is the field name, used to map the corresponding field of the target platform interface; F T is the field type, which is used to ensure that the generated parameters are consistent with the type required by the target interface; F S It is a standardized format for field values, which is used to eliminate interface call failures caused by format mismatch;

[0028] The discriminator verifies whether the mapping scheme output by the generator G conforms to the target platform interface specification and dynamically adjusts the mapping rules of the generator by optimizing the following loss function:

[0029]

[0030] Where: X is the actual target platform parameter mapping scheme; P data (X) is the distribution of real data X; Y is the input field data of the generator; P Y (Y) is the distribution of input field Y; D(X) is the probability that the discriminator determines whether the mapping scheme X complies with the target platform interface specification

[0031] A mapping validation unit, which is used to resolve field mapping issues based on the error information returned by the target platform interface, including missing fields and format errors;

[0032] A mapping optimization unit, which is used to dynamically optimize the mapping rules of the generator based on the error information parsed by the mapping verification unit, and store the adjusted mapping rules into the rule base for subsequent reuse;

[0033] The module for dynamically adjusting the generator mapping rules is used to configure the scheme according to the parameters required by the target interface, dynamically optimize the mapping rules by real-time monitoring the effects of the generated mapping scheme, and ensure that the output parameters meet the target interface specifications.

[0034] As a preferred solution of the present invention, the data analysis module includes:

[0035] A data collection unit, used to regularly obtain content browsing data, interaction data and sales data associated with the account through the open interface of the target new media platform, wherein the data includes the number of views, the number of likes, the number of comments and order information;

[0036] The data cleaning unit is used to pre-process the collected raw data, including deduplication, removal of abnormal data and field normalization operations, and generate a structured data table;

[0037] The data analysis unit is used to process structured data based on predefined analysis algorithms and generate statistical information, including using regression algorithms to analyze the impact of user interaction data on sales conversion rates, classifying user behavior patterns through clustering algorithms, and storing the results in a specified database.

[0038] As a preferred solution of the present invention, the business processing module includes:

[0039] A data submission unit is used to receive business request information through a user interaction interface and call a background interface to submit a business request;

[0040] The data verification unit is used to verify the legitimacy of the business request data according to the preset rule base, including parameter range verification, user qualification verification and request permission verification;

[0041] The work order feedback unit is used to generate a unique work order identifier based on the business request and receive background processing results through an asynchronous interface. The results include work order status, processing results and error information.

[0042] As a preferred solution of the present invention, the authority control module includes:

[0043] The role definition unit is used to preset user roles and corresponding operation permission lists. Each permission item includes module name, operation type and data range;

[0044] The permission allocation unit is used to dynamically load the permission list of the corresponding role based on the user's login information and perform permission verification on the operation request initiated by the user;

[0045] The log recording unit is used to record the operation request information that failed the permission verification, including the request time, user ID and failure reason.

[0046] As a preferred solution of the present invention, the cross-platform interface management module includes:

[0047] A parameter mapping unit, used to generate cross-platform parameter mapping rules based on a generative adversarial network, wherein the mapping rules include a field name, a field type, and a standardized format of a field value;

[0048] The mapping verification unit is used to parse error information according to the status code returned by the target platform interface, including missing fields, type errors, and format errors;

[0049] A rule priority processing unit is used to prioritize and optimize parameter mapping rules for high-traffic platforms based on platform traffic statistics.

[0050] As a preferred solution of the present invention, the content publishing module of the system cooperates with the authority control module to restrict content publishing behaviors that do not comply with the authority, wherein the cooperation mechanism includes:

[0051] The permission verification unit is used to call the permission control module to verify the user's permission when the content publishing task is submitted, and determine whether the user has the right to publish the corresponding content on the target platform;

[0052] The permission restriction unit is used to prevent content from being published when verification fails and return permission restriction prompt information to the user.

[0053] A method for unified operation and management of a new media platform, comprising the following steps:

[0054] S1: Receive the authorization information of the new media platform account, complete the account binding and authentication through the unified login interface, and monitor the account authorization status, including recording the authorization timestamp and interface status return information, and generate failure prediction reports based on status monitoring;

[0055] S2: Based on the account binding information, the generated graphic or video content is distributed to the target new media platform account through the preset content publishing interface, and the content publishing time is dynamically adjusted based on the task scheduling mechanism to track the content publishing progress in real time;

[0056] S3: Collect and integrate content browsing data, user interaction data, and sales-related data from the target new media platform, generate structured data tables through data cleaning operations, and generate statistical reports using predefined analysis algorithms;

[0057] S4: According to the data analysis results, the mapping rules of the cross-platform interface parameters are dynamically adjusted through an optimization algorithm, wherein the optimization algorithm includes a training step of a generative adversarial network, specifically including:

[0058] S41: The generator generates a parameter mapping scheme according to the target platform interface rule;

[0059] S42: The discriminator verifies whether the mapping scheme output by the generator complies with the target platform interface specification;

[0060] S43: Iteratively optimize the parameter mapping rule of the generator based on the optimized loss function;

[0061] S5: Assign system operation permissions based on user roles and dynamically limit access scope and operation permissions;

[0062] S6: Monitor the execution status of cross-platform tasks in real time, regenerate parameter mapping schemes based on the error type of task failure, and try to re-execute the task until the success condition is met or the retry limit is reached.

[0063] Compared with the prior art, the beneficial effects of the present invention are as follows: through the unified operation and management system of the new media platform of the present invention, efficient unified operation and management of multiple platforms can be achieved, significantly improving the user's operational efficiency and experience. The account management module completes account binding and authentication through a unified login interface, and continuously monitors the account's login status, thereby solving the complexity of decentralized management of multiple accounts in the prior art and ensuring the security and stability of account authorization; the content publishing module accurately distributes the generated graphic or video content to the target new media platform account through a preset content publishing interface and task scheduling mechanism, and tracks the content publishing progress in real time, effectively improving the efficiency and reliability of content publishing and reducing the need for manual intervention; the data analysis module generates data reports by collecting and integrating content browsing, user interaction and sales-related data of the target new media platform, combining with preset analysis logic, to provide users with comprehensive and targeted operational data support, helping The system enables users to accurately control business performance and market feedback; the business processing module efficiently completes the data submission, verification and processing of user business requests through mini-programs or H5 pages, realizes rapid interaction and closed-loop processing with user requests, and enhances the flexibility and responsiveness of the system; the permission control module effectively limits the access scope and operation permissions of the system through dynamic permission allocation based on user roles, ensuring the security of the system and the standardization of operations; the cross-platform interface management module adapts to the interface rules and data feedback formats of different new media platforms, adjusts the mapping rules of content fields in real time, ensures the success rate of interface calls, and solves the compatibility issues caused by the differentiation of multi-platform interfaces, thereby realizing seamless connection between content distribution and data interaction. BRIEF DESCRIPTION OF THE DRAWINGS

[0064] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the accompanying drawings required for use in the description of the embodiments will be briefly introduced below. Obviously, the accompanying drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other accompanying drawings can be obtained based on these accompanying drawings without paying creative labor.

[0065] in:

[0066] Figure 1 It is a schematic diagram of the overall structure of the system of the present invention;

[0067] Figure 2 The figure is a flow chart of the method of the present invention. DETAILED DESCRIPTION

[0068] In order to make the purpose, technical solution and advantages of the embodiment of the present invention clearer, the technical solution of the embodiment of the present invention will be clearly and completely described below in conjunction with the drawings of the embodiment of the present invention. Obviously, the described embodiment is a part of the embodiment of the present invention, not all of the embodiments. Based on the described embodiment of the present invention, all other embodiments obtained by ordinary technicians in this field belong to the scope of protection of the present invention.

[0069] Example 1

[0070] like Figure 1 FIG. 1 is an embodiment of the present invention, which provides a unified operation and management system for a new media platform, including:

[0071] (1) Account Management Module

[0072] Used to receive authorization information of new media platform accounts, complete account binding and authentication through a unified login interface, and continuously monitor the login status of each account;

[0073] The account management module includes:

[0074] The login authorization unit is used to receive the authorization information submitted by the user, including the account ID, password, dynamic verification code or third-party authorization token, dynamically load the authorization interface rules of the target new media platform through the multi-protocol adaptation mechanism, format the authorization information, and generate request parameters that meet the authorization interface requirements of the target platform to complete account binding and authentication;

[0075] The status monitoring unit is used to parse the authorization status information of the bound account, including the authorization timestamp, the interface return status identifier, and the historical interface call log, and generate an invalidation risk assessment based on the authorization status invalidation prediction mechanism by combining the historical authorization invalidation data and the current status information;

[0076] The renewal processing unit is used to call the renewal authorization interface of the target platform to complete the renewal operation when it detects that the authorization status is invalid or the remaining time is lower than the preset threshold, and generate a fault report and record it in the log file.

[0077] In this embodiment, the authorization binding function: the system receives the new media platform account authorization information provided by the user, including account ID, password, dynamic verification code or third-party authorization credentials. According to the authorization interface rules of different new media platforms, the module supports multi-protocol adaptation (such as OAuth2.0, JWT, HMAC, etc.), automatically formats the authorization information, and generates request parameters that comply with the target platform interface rules to complete the account binding and authentication operations.

[0078] Login status monitoring function: The account management module continuously calls the authorization status query interface of the new media platform and parses the status information returned by the interface, such as the authorization status identifier, timestamp, etc. Combined with the expiration prediction mechanism, the remaining validity period of the account authorization is calculated. Once the account authorization status is monitored to be invalid, the module will automatically trigger the renewal operation and call the authorization renewal interface of the target platform to ensure the long-term availability of the account.

[0079] Authorization renewal function: The system supports automatic generation of renewal credentials and calls the target platform renewal interface. When the authorization is about to expire or has expired, the system will re-obtain authorization through dynamically generated renewal request parameters to ensure the continuous online status of the account.

[0080] Through the account management module, the system can achieve unified management of multiple new media platform accounts, reduce the tediousness of user manual operations, and significantly improve the efficiency and stability of account management.

[0081] (2) Content publishing module

[0082] Used to distribute the generated graphic or video content to the target new media platform account through the preset content publishing interface, and track the content publishing progress in real time based on the task scheduling mechanism;

[0083] The content publishing module includes:

[0084] A dynamic content generation unit, used to adjust the resolution, file size, text format and text length of the content in real time according to the interface rules of the target new media platform;

[0085] The shard optimization unit is used to optimize the shard data generated by the content generation unit according to the target platform interface rules, wherein:

[0086] State space S = {S D ,T P ,R P ,B N ,S H}, where: S D Indicates the content file size; T P Indicates the timeliness of release.

[0087] Indicates the time limit for content release required by the target new media platform; R P Indicates the interface performance of the target platform; B N Indicates the current network bandwidth; S H Indicates the health status of the storage path;

[0088] Action space A = {a1, a2, ..., a n}, where: A includes the shard size adjustment strategy and storage path selection strategy; a1

[0089] a1 is a strategy for dynamically adjusting the size of content segments, which is used to optimize transmission efficiency while meeting the interface requirements of the target platform; a2 is a strategy for dynamically selecting storage paths, which is used to give priority to paths with high health according to the health status of the paths; a n The backup path switching strategy is used to trigger the backup path when the current path is unavailable to ensure the successful completion of the sharding task;

[0090] The optimization goal is to maximize the content transmission success rate and minimize resource consumption on the basis of meeting the requirements of the target platform, and dynamically adjust based on the reward function. The formula is:

[0091]

[0092] The path optimization unit is used to select a transmission path with a high health status and a low load according to the output data of the shard optimization unit, and trigger a backup path switching mechanism when the path status is lower than a preset threshold.

[0093] Preferably, the content publishing module includes:

[0094] A cross-platform parameter mapping unit is used to realize intelligent mapping between cross-platform content fields and target platform interface parameters based on a generative adversarial network, wherein:

[0095] The generator G receives the input field Y and generates a cross-platform parameter mapping solution X=G(Y), where: Y={F N ,F T ,F S}, F N is the field name, used to map the corresponding field of the target platform interface; F T is the field type, which is used to ensure that the generated parameters are consistent with the type required by the target interface; F S It is a standardized format for field values, which is used to eliminate interface call failures caused by format mismatch;

[0096] The discriminator verifies whether the mapping scheme output by the generator G conforms to the target platform interface specification and dynamically adjusts the mapping rules of the generator by optimizing the following loss function:

[0097]

[0098] Where: X is the actual target platform parameter mapping scheme; P data (X) is the distribution of real data X; Y is the input field data of the generator; P Y (Y) is the distribution of input field Y; D(X) is the probability that the discriminator determines whether the mapping scheme X complies with the target platform interface specification

[0099] A mapping validation unit, which is used to resolve field mapping issues based on the error information returned by the target platform interface, including missing fields and format errors;

[0100] A mapping optimization unit, which is used to dynamically optimize the mapping rules of the generator based on the error information parsed by the mapping verification unit, and store the adjusted mapping rules into the rule base for subsequent reuse;

[0101] The module for dynamically adjusting the generator mapping rules is used to configure the scheme according to the parameters required by the target interface, dynamically optimize the mapping rules by real-time monitoring the effects of the generated mapping scheme, and ensure that the output parameters meet the target interface specifications.

[0102] In this embodiment, the content publishing module is used to efficiently implement cross-platform content distribution tasks.

[0103] Specific features include:

[0104] Content generation and format adjustment: After users upload text, pictures or videos, the system dynamically adjusts the content format according to the interface rules of the target new media platform. The content is adjusted in terms of resolution, file size, text length and content structure to ensure that the content meets the publishing specifications of the target platform.

[0105] Task scheduling mechanism: The module adopts a task scheduling mechanism to distribute content to accounts on target new media platforms according to predetermined scheduling rules. Task scheduling supports scheduled publishing. Users can set the publishing time in advance, and the system triggers the content publishing task according to the set time.

[0106] Content publishing monitoring: During the content publishing process, the module tracks the task status in real time, including successful publishing, failure reasons, and publishing progress. Once a publishing failure is detected, the system records the error information and automatically generates a retry task until the task succeeds or the preset maximum number of retries is reached.

[0107] Content segmentation and optimization: For large file contents, the system supports segmented publishing. By optimizing the segment size and number of segments, the efficiency of content transmission is improved to ensure that the task is completed within the specified time.

[0108] The content publishing module ensures the success rate of cross-platform content publishing tasks through efficient task scheduling and real-time monitoring mechanisms, thereby improving user publishing efficiency.

[0109] (3) Data Analysis Module

[0110] Used to collect and integrate content browsing data, user interaction data, and sales-related data from target new media platforms, and generate data reports through preset analysis logic;

[0111] The data analysis module includes:

[0112] A data collection unit, used to regularly obtain content browsing data, interaction data and sales data associated with the account through the open interface of the target new media platform, wherein the data includes the number of views, the number of likes, the number of comments and order information;

[0113] The data cleaning unit is used to pre-process the collected raw data, including deduplication, removal of abnormal data and field normalization operations, and generate a structured data table;

[0114] The data analysis unit is used to process structured data based on predefined analysis algorithms and generate statistical information, including using regression algorithms to analyze the impact of user interaction data on sales conversion rates, classifying user behavior patterns through clustering algorithms, and storing the results in a specified database.

[0115] In this embodiment, the data analysis module provides multi-dimensional data collection, cleaning and analysis functions for the target new media platform.

[0116] Specific features include:

[0117] Data collection function: The system calls the open interface of the target new media platform to regularly collect content browsing, user interaction (such as likes, comments, sharing) and sales-related data (such as order volume, sales volume, etc.). The collected data is stored as raw log files.

[0118] Data cleaning function: The module cleans the collected raw data, including deduplication, abnormal data removal and field normalization, and generates a structured data table. The completeness and accuracy of the data are ensured through the preset cleaning rules.

[0119] Data analysis function: Based on the cleaned structured data, the module generates operation reports through predefined analysis logic, including pageview statistics, interaction rate analysis, sales conversion rate calculation, etc. The analysis results are stored in the database and displayed through visualization tools to provide users with intuitive operation analysis results.

[0120] Personalized data customization: The system supports users to customize data analysis dimensions and indicators to meet personalized data needs in different business scenarios.

[0121] The data analysis module provides users with accurate operational decision support through comprehensive integration and analysis of data.

[0122] (4) Business processing module

[0123] Used to submit, verify and process business data through mini programs or H5 pages according to user business requests, and complete the interaction with user requests;

[0124] The business processing module includes:

[0125] A data submission unit is used to receive business request information through a user interaction interface and call a background interface to submit a business request;

[0126] The data verification unit is used to verify the legitimacy of the business request data according to the preset rule base, including parameter range verification, user qualification verification and request permission verification;

[0127] The work order feedback unit is used to generate a unique work order identifier based on the business request and receive background processing results through an asynchronous interface. The results include work order status, processing results and error information.

[0128] In this example, the business processing module implements efficient submission, verification and processing of user business requests.

[0129] Specific features include:

[0130] Data submission function: Through the mini program or H5 page, users can submit business request information, such as advertising, content review or other service applications. The submitted data includes user ID, business ID and related parameters.

[0131] Data verification function: The module calls the preset rule library to verify the legitimacy of the submitted business request data. The verification content includes parameter range, user qualifications, permission verification, etc. After passing the verification, the system generates a business work order and submits it to the backend business processing system.

[0132] Business feedback function: The module supports asynchronous interface to receive business processing results, including work order processing status, processing results and error information. After processing is completed, the module pushes the results to the user through H5 page or applet.

[0133] Through the business processing module, the system realizes efficient interaction between users and back-end business and enhances the flexibility of business processing.

[0134] (5) Permission Control Module

[0135] Used to assign system operation permissions based on user roles and dynamically limit access scope and operation permissions;

[0136] The authority control module includes:

[0137] The role definition unit is used to preset user roles and corresponding operation permission lists. Each permission item includes module name, operation type and data range;

[0138] The permission allocation unit is used to dynamically load the permission list of the corresponding role based on the user's login information and perform permission verification on the operation request initiated by the user;

[0139] The log recording unit is used to record the operation request information that failed the permission verification, including the request time, user ID and failure reason.

[0140] In this embodiment, the authority control module is used to dynamically allocate user operation authorities to ensure the security and standardization of the system.

[0141] Specific features include:

[0142] Role definition function: preset multiple user role types (such as administrator, ordinary user, etc.), each role is bound to a different list of operation permissions. The permission list includes accessible modules, operation scope and data permissions.

[0143] Permission allocation function: The system loads the permission list of the role to which the user belongs according to the user's login information. When the user initiates an operation request, the system verifies whether the request is within the permission range. If the permission is insufficient, the operation is rejected and the operation log is recorded.

[0144] Dynamic permission adjustment: Administrators can adjust user permission allocation in real time, support temporary permission authorization or revocation, and meet the permission control requirements of special scenarios.

[0145] The permission control module effectively ensures the security and operability of the system through a dynamic permission allocation mechanism.

[0146] (6) Cross-platform interface management module

[0147] It is used to adapt interface parameters according to the interface rules and data feedback formats of different new media platforms, adjust the mapping rules of content fields in real time and ensure the success of interface calls.

[0148] The cross-platform interface management module includes:

[0149] A parameter mapping unit, used to generate cross-platform parameter mapping rules based on a generative adversarial network, wherein the mapping rules include a field name, a field type, and a standardized format of a field value;

[0150] The mapping verification unit is used to parse error information according to the status code returned by the target platform interface, including missing fields, type errors, and format errors;

[0151] A rule priority processing unit is used to prioritize and optimize parameter mapping rules for high-traffic platforms based on platform traffic statistics.

[0152] The content publishing module of the system cooperates with the authority control module to restrict content publishing behaviors that do not comply with the authority, wherein the cooperation mechanism includes:

[0153] The permission verification unit is used to call the permission control module to verify the user's permission when the content publishing task is submitted, and determine whether the user has the right to publish the corresponding content on the target platform;

[0154] The permission restriction unit is used to prevent content from being published when verification fails and return permission restriction prompt information to the user.

[0155] In this embodiment, the cross-platform interface management module is used to process differences in interface rules of different new media platforms and achieve unified adaptation of interface calls.

[0156] Specific features include:

[0157] Parameter mapping function: The module dynamically generates parameter mapping solutions based on the interface rules of the target new media platform. By generating adversarial networks (GAN), it automatically matches content fields with target interface parameters to ensure successful interface calls.

[0158] Interface rule adaptation: The system adjusts the mapping rules of content fields in real time, including field name, field type, and field value format, to meet the rule requirements of the target platform interface.

[0159] Feedback parsing function: The module parses the response data returned by the target platform interface, extracts the status code, error information and result data, and synchronizes the results to other module calls.

[0160] Interface exception handling: When an interface call failure is detected, the system records the error log and automatically triggers an interface retry until the call is successful or the number of retries is exceeded.

[0161] The cross-platform interface management module solves the compatibility issues caused by differences in interfaces on different platforms through intelligent mapping and rule adaptation, ensuring the stable operation of the system.

[0162] In summary, the modules complement each other in the system. Through modular design and intelligent functions, unified operation and management of multiple platforms are realized, which significantly improves the user's operating efficiency and operating experience. The present invention is applicable to multi-platform new media operation scenarios and has broad application prospects and practical value.

[0163] Example 2

[0164] like Figure 2 FIG. 1 is another embodiment of the present invention, which provides a method for unified operation and management of a new media platform, including the following steps:

[0165] S1: Receive the authorization information of the new media platform account, complete the account binding and authentication through the unified login interface, and monitor the account authorization status, including recording the authorization timestamp and interface status return information, and generate failure prediction reports based on status monitoring;

[0166] S2: Based on the account binding information, the generated graphic or video content is distributed to the target new media platform account through the preset content publishing interface, and the content publishing time is dynamically adjusted based on the task scheduling mechanism to track the content publishing progress in real time;

[0167] S3: Collect and integrate content browsing data, user interaction data, and sales-related data from the target new media platform, generate structured data tables through data cleaning operations, and generate statistical reports using predefined analysis algorithms;

[0168] S4: According to the data analysis results, the mapping rules of the cross-platform interface parameters are dynamically adjusted through an optimization algorithm, wherein the optimization algorithm includes a training step of a generative adversarial network, specifically including:

[0169] S41: The generator generates a parameter mapping scheme according to the target platform interface rule;

[0170] S42: The discriminator verifies whether the mapping scheme output by the generator complies with the target platform interface specification;

[0171] S43: Iteratively optimize the parameter mapping rule of the generator based on the optimized loss function;

[0172] S5: Assign system operation permissions based on user roles and dynamically limit access scope and operation permissions;

[0173] S6: Monitor the execution status of cross-platform tasks in real time, regenerate parameter mapping schemes based on the error type of task failure, and try to re-execute the task until the success condition is met or the retry limit is reached.

[0174] In summary, the present invention solves the problems existing in the prior art such as decentralized management of multi-platform accounts, low efficiency in content publishing, incomplete data analysis, and inflexible authority control through modular design and functional integration. Through the collaborative work of the account management module, content publishing module, data analysis module, business processing module, authority control module, and cross-platform interface management module, the present invention realizes efficient and unified operation and management of the new media platform. The system can meet the complex needs of users in a multi-platform environment, significantly improves operational efficiency, reduces manual operation costs, and provides scientific operational decision support. Compared with the prior art, the present invention has significant technical progress and application value, and can be widely used in multi-platform new media content operation and management scenarios.

[0175] In the description of this specification, the description with reference to the terms "one embodiment", "some embodiments", "example", "specific example", or "some examples" means that the specific features, structures, materials or characteristics described in conjunction with the embodiment or example are included in at least one embodiment or example of the present application. Moreover, the specific features, structures, materials or characteristics described may be combined in any one or more embodiments or examples in a suitable manner. In addition, those skilled in the art may combine and combine different embodiments or examples described in this specification and the features of different embodiments or examples, unless they are contradictory.

[0176] Any process or method description in the flow chart or otherwise described herein can be understood to represent a module, fragment or portion of a code including one or more executable instructions for implementing the steps of a specific logical function or process. And the scope of the preferred embodiment of the present application includes other implementations, in which the functions may not be performed in the order shown or discussed, including in a substantially simultaneous manner or in a reverse order according to the functions involved.

[0177] The above is only a specific implementation of the present application, but the protection scope of the present application is not limited thereto. Any technician familiar with the technical field can easily think of various changes or substitutions within the technical scope disclosed in the present application, which should be included in the protection scope of the present application. Therefore, the protection scope of the present application should be based on the protection scope of the claims.

Claims

1. A unified operation and management system for a new media platform, characterized in that: The system comprises: The account management module is used to receive the authorization information of the new media platform account, complete the account binding and authentication through the unified login interface, and continuously monitor the login status of each account; The content publishing module is used to distribute the generated graphic or video content to the target new media platform account through the preset content publishing interface, and track the content publishing progress in real time based on the task scheduling mechanism; Data analysis module, used to collect and integrate content browsing data, user interaction data and sales-related data of the target new media platform, and generate data reports through preset analysis logic; The business processing module is used to submit, verify and process business data through mini programs or H5 pages according to the user's business request, and complete the interaction with the user's request; The permission control module is used to allocate system operation permissions based on user roles and dynamically limit access scope and operation permissions; The cross-platform interface management module is used to adapt interface parameters according to the interface rules and data feedback formats of different new media platforms, adjust the mapping rules of content fields in real time, and ensure the success of interface calls.

2. The unified operation and management system of the new media platform according to claim 1, characterized in that: The account management module includes: The login authorization unit is used to receive the authorization information submitted by the user, including the account ID, password, dynamic verification code or third-party authorization token, dynamically load the authorization interface rules of the target new media platform through the multi-protocol adaptation mechanism, format the authorization information, and generate request parameters that meet the authorization interface requirements of the target platform to complete account binding and authentication; The status monitoring unit is used to parse the authorization status information of the bound account, including the authorization timestamp, the interface return status identifier, and the historical interface call log, and generate an invalidation risk assessment based on the authorization status invalidation prediction mechanism by combining the historical authorization invalidation data and the current status information; The renewal processing unit is used to call the renewal authorization interface of the target platform to complete the renewal operation when it detects that the authorization status is invalid or the remaining time is lower than the preset threshold, and generate a fault report and record it in the log file.

3. The unified operation and management system of the new media platform according to claim 1, characterized in that: The content publishing module includes: A dynamic content generation unit, used to adjust the resolution, file size, text format and text length of the content in real time according to the interface rules of the target new media platform; The shard optimization unit is used to optimize the shard data generated by the content generation unit according to the target platform interface rules, wherein: State space S = {S D ,T P ,R P ,B N ,S H }, where: S D Indicates the content file size; T P Indicates the timeliness of release, which means the time limit for content release required by the target new media platform; R P Indicates the interface performance of the target platform; B N Indicates the current network bandwidth; S H Indicates the health status of the storage path; Action space A = {a1, a2, ..., a n }, where: A includes a fragment size adjustment strategy and a storage path selection strategy; a1 is a strategy for dynamically adjusting the content fragment size, which is used to optimize the transmission efficiency while meeting the target platform interface requirements; a2 is a strategy for dynamically selecting a storage path, which is used to give priority to paths with high health according to the path health status; a n The backup path switching strategy is used to trigger the backup path when the current path is unavailable to ensure the successful completion of the sharding task; The optimization goal is to maximize the content transmission success rate and minimize resource consumption on the basis of meeting the requirements of the target platform, and dynamically adjust based on the reward function. The formula is: The path optimization unit is used to select a transmission path with a high health status and a low load according to the output data of the shard optimization unit, and trigger a backup path switching mechanism when the path status is lower than a preset threshold.

4. The new media platform unified operation and management system according to claim 1, characterized in that: The content publishing module includes: A cross-platform parameter mapping unit is used to realize intelligent mapping between cross-platform content fields and target platform interface parameters based on a generative adversarial network, wherein: The generator G receives the input field Y and generates a cross-platform parameter mapping solution X=G(Y), where: Y={F N ,F T ,F S }, F N is the field name, used to map the corresponding field of the target platform interface; F T is the field type, which is used to ensure that the generated parameters are consistent with the type required by the target interface; F S It is a standardized format for field values, which is used to eliminate interface call failures caused by format mismatch; The discriminator verifies whether the mapping scheme output by the generator G conforms to the target platform interface specification and dynamically adjusts the mapping rules of the generator by optimizing the following loss function: Where: X is the actual target platform parameter mapping scheme; P data (X) is the distribution of real data X; Y is the input field data of the generator; P Y (Y) is the distribution of input field Y; D(X) is the probability that the discriminator determines whether the mapping scheme X complies with the target platform interface specification A mapping validation unit, which is used to resolve field mapping issues based on the error information returned by the target platform interface, including missing fields and format errors; A mapping optimization unit, which is used to dynamically optimize the mapping rules of the generator based on the error information parsed by the mapping verification unit, and store the adjusted mapping rules into the rule base for subsequent reuse; The module for dynamically adjusting the generator mapping rules is used to configure the scheme according to the parameters required by the target interface, dynamically optimize the mapping rules by real-time monitoring the effects of the generated mapping scheme, and ensure that the output parameters meet the target interface specifications.

5. The new media platform unified operation and management system according to claim 1, characterized in that: The data analysis module includes: A data collection unit, used to regularly obtain content browsing data, interaction data and sales data associated with the account through the open interface of the target new media platform, wherein the data includes the number of views, the number of likes, the number of comments and order information; The data cleaning unit is used to pre-process the collected raw data, including deduplication, removal of abnormal data and field normalization operations, and generate a structured data table; The data analysis unit is used to process structured data based on predefined analysis algorithms and generate statistical information, including using regression algorithms to analyze the impact of user interaction data on sales conversion rates, classifying user behavior patterns through clustering algorithms, and storing the results in a specified database.

6. The new media platform unified operation and management system according to claim 1, characterized in that: The business processing module includes: The data submission unit is used to receive business request information through the user interaction interface and call the background interface to submit the business request; the data verification unit is used to verify the legitimacy of the business request data according to the preset rule base, including parameter range verification, user qualification verification and request authority verification; The work order feedback unit is used to generate a unique work order identifier based on the business request and receive background processing results through an asynchronous interface. The results include work order status, processing results and error information.

7. The new media platform unified operation and management system according to claim 1, characterized in that: The authority control module includes: The role definition unit is used to preset user roles and corresponding operation permission lists. Each permission item includes module name, operation type and data range; The permission allocation unit is used to dynamically load the permission list of the corresponding role based on the user's login information and perform permission verification on the operation request initiated by the user; The log recording unit is used to record the operation request information that failed the permission verification, including the request time, user ID and failure reason.

8. The new media platform unified operation and management system according to claim 1, characterized in that: The cross-platform interface management module includes: A parameter mapping unit, used to generate a cross-platform parameter mapping rule based on a generative adversarial network, wherein the mapping rule includes a field name, a field type, and a standardized format of a field value; The mapping verification unit is used to parse error information according to the status code returned by the target platform interface, including missing fields, type errors, and format errors; A rule priority processing unit is used to prioritize and optimize parameter mapping rules for high-traffic platforms based on platform traffic statistics.

9. The new media platform unified operation and management system according to claim 1, characterized in that: The content publishing module of the system cooperates with the authority control module to limit content publishing behaviors that do not comply with the authority, wherein the cooperation mechanism includes: an authority verification unit, which is used to call the authority control module to verify the user's authority when the content publishing task is submitted, and determine whether the user has the right to publish the corresponding content on the target platform; The permission restriction unit is used to prevent content from being published when verification fails and return permission restriction prompt information to the user.

10. A method for unified operation and management of a new media platform, characterized in that: The following steps are involved: S1: Receive the authorization information of the new media platform account, complete the account binding and authentication through the unified login interface, and monitor the account authorization status, including recording the authorization timestamp and interface status return information, and generate failure prediction reports based on status monitoring; S2: Based on the account binding information, the generated graphic or video content is distributed to the target new media platform account through the preset content publishing interface, and the content publishing time is dynamically adjusted based on the task scheduling mechanism to track the content publishing progress in real time; S3: Collect and integrate content browsing data, user interaction data, and sales-related data from the target new media platform, generate structured data tables through data cleaning operations, and generate statistical reports using predefined analysis algorithms; S4: According to the data analysis results, the mapping rules of the cross-platform interface parameters are dynamically adjusted through an optimization algorithm, wherein the optimization algorithm includes a training step of a generative adversarial network, specifically including: S41: The generator generates a parameter mapping scheme according to the target platform interface rule; S42: The discriminator verifies whether the mapping scheme output by the generator complies with the target platform interface specification; S43: Iteratively optimize the parameter mapping rule of the generator based on the optimized loss function; S5: Assign system operation permissions based on user roles and dynamically limit access scope and operation permissions; S6: Monitor the execution status of cross-platform tasks in real time, regenerate parameter mapping schemes based on the error type of task failure, and try to re-execute the task until the success condition is met or the retry limit is reached.

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