Multi-information two-dimensional and three-dimensional display application management system

Abstract

The invention belongs to the technical field of information display, and particularly relates to a multi-information two-dimensional and three-dimensional display application management system, which comprises a user management module used for registering user identities, logging in user roles and controlling user permissions; the data acquisition module is used for acquiring government affair information text data, picture data and video data and determining government affair information multi-dimensional real-time data based on big data; a data processing module; the system can store and display government affair two-dimensional information and government affair three-dimensional information, can carry out application feedback and display optimization on government affair multi-information two-dimensional and three-dimensional display, can carry out early warning management on government affair multi-information two-dimensional and three-dimensional display in real time, can better carry out government affair multi-information two-dimensional and three-dimensional display, and improves the government affair multi-information two-dimensional and three-dimensional display efficiency. The distribution condition and the hierarchical relationship of the government affair information can be intuitively presented, the user can understand and memorize the information conveniently, a more convenient and efficient government affair information display channel can be provided for the user, and the government affair information can be managed conveniently.

Description

Technical Field

[0001] The present invention relates to the technical field of information display, and in particular to an application management system for two-dimensional and three-dimensional display of multiple information. Background Art

[0002] Government information is an important category of information. It is a general term for the information, data, charts, text materials, and audio-visual materials that reflect government work and related matters in government activities. With the rapid development of Internet technology, the management and display methods of government information are also constantly changing. The traditional display methods of government information can no longer meet the diversified and personalized needs of the public in modern society for information acquisition.

[0003] The Chinese patent with publication number CN111461879A discloses a blockchain-based government service processing system and method. By adjusting the compilation and operating environment of blockchain smart contracts in the government field, a relatively lightweight blockchain operating system is realized. Based on the trustworthy, tamper-proof and traceable characteristics of blockchain technology, data rights and responsibilities are protected and business collaboration of government services is realized. Through event-driven government service processing procedures and government contract mechanisms, online interaction and intelligent operation of various business handling and review in the government service process are realized, and an innovative model is provided to enhance government service capabilities. However, the patent has the following defects: The existing ones cannot display government information in two or three dimensions well, cannot intuitively present the distribution and hierarchical relationship of government information, are not easy for users to understand and remember, cannot provide users with more convenient and efficient channels for displaying government information, and are not easy to manage government information. Summary of the invention

[0004] The purpose of the present invention is to provide an application management system for two- and three-dimensional display of multiple information, which can better perform two- and three-dimensional display of multiple government information, can intuitively present the distribution and hierarchical relationship of government information, and is convenient for users to understand and remember. It can provide users with a more convenient and efficient government information display channel, facilitate the management of government information, and solve the problems raised in the above-mentioned background technology.

[0005] To achieve the above object, the present invention provides the following technical solutions: An application management system for two-dimensional and three-dimensional display of multiple information, comprising: User management module, used to register user identities, log in user roles and control user permissions; The data collection module is used to collect text data, image data and video data of government information, and determine multi-dimensional real-time data of government information based on big data; A data processing module is used to process multi-dimensional real-time data of government affairs information based on big data, and determine multi-dimensional characteristic data of government affairs information based on big data; The data analysis module is used to analyze the multi-dimensional characteristic data of government information based on big data and generate two-dimensional government information and three-dimensional government information that is easy for users to quickly understand; A data display module is used to store and display government two-dimensional information and government three-dimensional information; Application optimization module, used for application feedback and display optimization of two-dimensional and three-dimensional displays of government multi-information; Intelligent management module, used for early warning management of two-dimensional and three-dimensional displays of government multi-information; A generation module, used for processing video data to generate multiple video clips; An acquisition module, used for acquiring a feature image from the image data, and for acquiring a plurality of feature images in each video segment from a plurality of video segments; The comparison module is used to compare the feature image in the image data with multiple feature images in each video clip. When the similarity between the target feature image in the image data and the feature image in the target video clip is greater than or equal to a preset threshold, the data display module is used to simultaneously display the video clip with the feature image and the target feature image in the image data.

[0006] Preferably, the user management module includes: A user registration unit, used to register the user identity; According to the application management requirements of multi-information two-dimensional and three-dimensional display, users register their identities, enter basic information, registration account and login password, and determine their user roles; A user login unit, used to log in a user role; The user logs in as a user based on the registered account and login password. If the registered account and login password entered by the user are consistent, the user role login is successful. A permission control unit, used to control user permissions; After the user role logs in successfully, the user has exclusive user permissions, and the user performs access control based on user permissions.

[0007] Preferably, the data acquisition module includes: A text collection unit, used to collect text data of government information; According to the application management requirements of multi-information two-dimensional and three-dimensional display, the text data of government information is monitored and collected in real time to obtain the text data of government information; A picture collection unit, used to collect government information picture data; According to the application management requirements of multi-information two-dimensional and three-dimensional display, the image data of government information is monitored and collected in real time to obtain the image data of government information; A video acquisition unit, used to collect government information video data; According to the application management requirements of multi-information two-dimensional and three-dimensional display, the video data of government information is monitored and collected in real time to obtain the video data of government information; Among them, based on the government information text data, government information image data and government information video data, multi-dimensional real-time data of government information based on big data is determined.

[0008] Preferably, the data processing module includes: A data cleaning unit is used to clean multi-dimensional real-time data of government information based on big data; Obtain multi-dimensional real-time data of government affairs information based on big data; Conduct consistency checks on multi-dimensional real-time data of government affairs information based on big data; Check whether the multi-dimensional real-time data of government affairs information meets the requirements according to the reasonable value range and mutual relationship of each variable in the multi-dimensional real-time data of government affairs information; Remove inconsistent data that is beyond the normal range, logically unreasonable or contradictory in the multi-dimensional real-time data of government information; Process invalid and missing values ​​for multi-dimensional real-time data of government information based on big data; Remove invalid and missing data that are of no value to the two-dimensional and three-dimensional display of multi-dimensional information in the multi-dimensional real-time data of government information; Determine the multi-dimensional real-time data of government affairs information that is valuable for the two-dimensional and three-dimensional display of multiple information; A feature extraction unit, used for extracting features from the cleaned multi-dimensional real-time data of government information; Acquire multi-dimensional real-time data of government affairs information that is valuable for two-dimensional and three-dimensional presentation of multiple information after cleaning; Extract features from multi-dimensional real-time data of valuable government information displayed in two or three dimensions; Determine the multi-dimensional characteristic data of government information based on big data.

[0009] Preferably, the feature extraction unit comprises: A model building unit is used to determine key dimension feature information based on the data dimension information extracted from the historical storage data, and to integrate and analyze the data dimension information, and to establish feature extraction models for text, pictures and videos based on the key dimension feature information and in combination with feature attributes; A feature extraction unit is used to extract features from multi-dimensional real-time data of government affairs information that is valuable for two-dimensional and three-dimensional display of multiple information based on a feature extraction model for text, pictures and videos, and obtain initial multi-dimensional feature data; A mining classification unit is used to convert the image dimension feature data and the video dimension feature data in the initial multi-dimensional feature data into text, obtain corresponding text feature representation data, mine the similarity between the text dimension feature data and the text feature representation data, divide the text dimension feature data and the text feature representation data based on the similarity, and obtain multiple groups of text feature similarity data; A data fusion unit is used to determine the fusionable feature data among the text dimension feature data, the image dimension feature data and the video dimension feature data based on multiple groups of text feature similarity data, and fuse the fusionable feature data according to a preset fusion method to obtain fusion feature data; The data sorting unit is used to determine the data order according to the relevance of the fused feature data, sort the fused feature data according to the data order, and finally obtain multi-dimensional feature data of government information based on big data.

[0010] Preferably, the data analysis module includes: A sorting and summarizing unit is used to sort and summarize the multi-dimensional characteristic data of government information; Obtain multi-dimensional characteristic data of government affairs information based on big data; Organize and summarize the multi-dimensional characteristic data of government information based on big data; Generate two-dimensional government information in the form of charts and maps that are easy for users to quickly understand; A mining and analysis unit, used to mine and analyze multi-dimensional characteristic data of government information; Obtain multi-dimensional characteristic data of government affairs information based on big data; Mining and analyzing multi-dimensional characteristic data of government information based on big data; Discover the potential patterns, trends and connections of multi-dimensional characteristic data of government information; Generate three-dimensional government information in the form of three-dimensional modeling that is easy for users to quickly understand.

[0011] Preferably, the data display module includes: An information storage unit, used for storing government affairs two-dimensional information and government affairs three-dimensional information; Obtain generated government two-dimensional information and government three-dimensional information that is easy for users to quickly understand; To store and back up government two-dimensional information and government three-dimensional information; An information display unit, used for displaying government affairs two-dimensional information and government affairs three-dimensional information; Obtain generated government two-dimensional information and government three-dimensional information that is easy for users to quickly understand; Provide two-dimensional and three-dimensional display of government affairs two-dimensional information and government affairs three-dimensional information.

[0012] Preferably, the application optimization module includes: Application feedback unit, used to obtain user experience feedback on the two-dimensional and three-dimensional display of government multi-information; After the application of two-dimensional and three-dimensional display of government information, real-time acquisition of user experience and feedback is carried out; Determine user experience feedback based on 2D and 3D display of government multi-information; Display optimization unit, used to optimize and adjust the two-dimensional and three-dimensional display of government multi-information; Obtain user experience feedback based on 2D and 3D displays of government information; Analyze user experience feedback based on 2D and 3D displays of government multi-information; Determine the optimization and adjustment plan based on the two-dimensional and three-dimensional display of government multi-information; The two- and three-dimensional display of government affairs information is optimized and adjusted according to the optimization and adjustment plan based on the two- and three-dimensional display of government affairs information.

[0013] Preferably, the intelligent management module includes: Intelligent monitoring unit, used for intelligent monitoring of the two-dimensional and three-dimensional display of government multi-information; According to the application management requirements of multi-information 2D and 3D display, intelligent monitoring of government multi-information 2D and 3D display is carried out; Determine the intelligent monitoring results based on the two-dimensional and three-dimensional display of government affairs multi-information; Abnormal warning unit, used for early warning management of two-dimensional and three-dimensional displays of government multi-information; Obtain intelligent monitoring results based on two-dimensional and three-dimensional display of government affairs information; Analyze the intelligent monitoring results based on the two-dimensional and three-dimensional display of government affairs multi-information. When there are abnormal situations, timely issue warnings and take measures for intelligent management.

[0014] Preferably, the abnormal warning unit includes: An abnormality judgment unit is used to obtain the attribute monitoring result corresponding to each information attribute from the intelligent monitoring result of the two-dimensional and three-dimensional display of government multi-information, and judge whether there is a situation in the attribute monitoring result that is greater than the first preset attribute monitoring result, and if so, determine that an abnormal situation exists; The abnormality judgment unit is further used to judge whether there is a situation where the attribute monitoring result is greater than the second preset attribute monitoring result and less than the first preset attribute monitoring result when it is determined that there is no situation where the attribute monitoring result is greater than the first preset attribute monitoring result; If yes, obtain the main attribute monitoring results that meet the requirements, and use the other attribute monitoring results as the secondary attribute monitoring results, and calculate the monitoring abnormal value according to the following formula ;

[0015] Where n represents the number of primary attribute monitoring results, m represents the number of secondary attribute monitoring results, represents the attribute weight of the i-th main attribute monitoring result, Represents the comprehensive weight of the main attribute monitoring results, Represents the comprehensive weight of the secondary attribute monitoring results, represents the attribute weight of the jth attribute monitoring result, Indicates the monitoring result value of the i-th main attribute monitoring result, represents the monitoring result value of the j-th secondary attribute monitoring result; Otherwise, it is determined that there are no abnormal conditions; The abnormality judgment unit is further used to judge whether the monitored abnormal value is greater than a preset abnormal value, and if so, determine that an abnormal situation exists, otherwise, determine that no abnormal situation exists; A measure determination unit, for, when determining that an abnormal situation exists, obtaining a measure matching the first preset attribute from a measure database for intelligent management of the situation where the monitoring result of the first preset attribute exists; The measure determination unit is also used to obtain an initial measure matching the main attribute from the measure database when it is determined that an abnormal situation exists, and determine an adjustment value for the initial measure based on the following formula: ;

[0016] in, Indicates the monitoring result value of the second preset attribute monitoring result corresponding to the i-th main attribute monitoring result; The initial measures are adjusted according to the above adjustments to obtain the target measures for intelligent management.

[0017] Compared with the prior art, the present invention has the following beneficial effects: The present invention can effectively manage users by registering user identities, logging in user roles and controlling user permissions, determine multidimensional real-time data of government information by collecting text data, image data and video data of government information, process the multidimensional real-time data of government information, determine multidimensional feature data of government information, analyze the multidimensional feature data of government information, generate two-dimensional government information and three-dimensional government information that are easy for users to quickly understand, store and display the two-dimensional government information and three-dimensional government information, apply feedback and display optimization to the two-dimensional and three-dimensional display of government multi-information, perform early warning management on the two-dimensional and three-dimensional display of government multi-information in real time, better perform two-dimensional and three-dimensional display of government multi-information, intuitively present the distribution and hierarchical relationship of government information, facilitate user understanding and memory, provide users with a more convenient and efficient government information display channel, and facilitate management of government information. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] Figure 1 It is a structural schematic diagram of the application management system for two-dimensional and three-dimensional display of multiple information of the present invention. DETAILED DESCRIPTION

[0019] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are 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 are within the scope of protection of the present invention.

[0020] In order to solve the existing problems of not being able to display government information in two or three dimensions, not being able to intuitively present the distribution and hierarchical relationship of government information, not being easy for users to understand and remember, not being able to provide users with a more convenient and efficient channel for displaying government information, and not being easy to manage government information, please refer to Figure 1 , this embodiment provides the following technical solutions: An application management system for two-dimensional and three-dimensional display of multiple information includes a user management module, a data acquisition module, a data processing module, a data analysis module, a data display module, an application optimization module and an intelligent management module.

[0021] The application management system for multi-information two-dimensional and three-dimensional display includes: User management module, used to register user identities, log in user roles and control user permissions; The data collection module is used to collect text data, image data and video data of government information, and determine multi-dimensional real-time data of government information based on big data; A data processing module is used to process multi-dimensional real-time data of government affairs information based on big data, and determine multi-dimensional characteristic data of government affairs information based on big data; The data analysis module is used to analyze the multi-dimensional characteristic data of government information based on big data and generate two-dimensional government information and three-dimensional government information that is easy for users to quickly understand; A data display module is used to store and display government two-dimensional information and government three-dimensional information; Application optimization module, used for application feedback and display optimization of two-dimensional and three-dimensional displays of government multi-information; Intelligent management module, used for early warning management of two-dimensional and three-dimensional displays of government multi-information; A generation module, used for processing video data to generate multiple video clips; An acquisition module, used for acquiring a feature image from the image data, and for acquiring a plurality of feature images in each video segment from a plurality of video segments; The comparison module is used to compare the characteristic images in the image data with multiple characteristic images in each video clip. When the similarity between the target characteristic image in the image data and the characteristic image in the target video clip is greater than or equal to a preset threshold, the data display module is used to simultaneously display the video clip with the characteristic image and the target characteristic image in the image data. In this way, videos and images with similar information can be displayed at the same time, which is convenient for better displaying information in different forms.

[0022] In some embodiments, The generating module is further used to generate corresponding first text information according to the target image in the image data, and the generating module is further used to process the text data to generate a plurality of text segments; The comparison module is further used to compare the text segment in the text data with the first text information. When the similarity between the target text segment in the text data and the first text information is greater than or equal to the first preset matching threshold, the data display module is used to simultaneously display the target text segment and the target image in the image data. In this way, text and images with similar information can be displayed simultaneously, which is convenient for better displaying information in different forms.

[0023] In other embodiments, The generating module is used to process the video data to generate a plurality of video clips; the acquiring module is used to acquire a plurality of feature images in each video clip from the plurality of video clips; The generating module is further used to generate corresponding second text information according to the target feature image in the feature image, and the generating module is further used to process the text data to generate a plurality of text segments; The comparison module is also used to compare the text segment in the text data with the second text information. When the similarity between the target text segment in the text data and the second text information is greater than or equal to the second preset matching threshold, the data display module is used to simultaneously display the target text segment and the target video segment in the video data. In this way, text and video with similar information can be displayed at the same time, which is convenient for better displaying information in different forms.

[0024] It should be noted that through the interactive communication between the user management module, data collection module, data processing module, data analysis module, data display module, application optimization module and intelligent management module, the two-dimensional and three-dimensional display of multi-government information can be better carried out, and the distribution and hierarchical relationship of government information can be presented intuitively, which is convenient for users to understand and remember. It can provide users with more convenient and efficient government information display channels and facilitate the management of government information.

[0025] Among them, the user management module is used to register user identities, log in user roles and control user permissions; In this embodiment, as a preferred technical solution of the present invention, the user management module includes: A user registration unit, used to register the user identity; According to the application management requirements of multi-information two-dimensional and three-dimensional display, users register their identities, enter basic information, registration account and login password, and determine their user roles; A user login unit, used to log in a user role; The user logs in as a user based on the registered account and login password. If the registered account and login password entered by the user are consistent, the user role login is successful. A permission control unit, used to control user permissions; After the user role logs in successfully, the user has exclusive user permissions, and the user performs access control based on user permissions.

[0026] Among them, the data collection module is used to collect government information text data, image data and video data, and determine the multi-dimensional real-time data of government information based on big data; In this embodiment, as a preferred technical solution of the present invention, the data acquisition module includes: A text collection unit, used to collect text data of government information; According to the application management requirements of multi-information two-dimensional and three-dimensional display, the text data of government information is monitored and collected in real time to obtain the text data of government information; A picture collection unit, used to collect government information picture data; According to the application management requirements of multi-information two-dimensional and three-dimensional display, the image data of government information is monitored and collected in real time to obtain the image data of government information; A video acquisition unit, used to collect government information video data; According to the application management requirements of multi-information two-dimensional and three-dimensional display, the video data of government information is monitored and collected in real time to obtain the video data of government information; Among them, based on the government information text data, government information image data and government information video data, multi-dimensional real-time data of government information based on big data is determined.

[0027] Among them, the data processing module is used to process the multi-dimensional real-time data of government affairs information based on big data, and determine the multi-dimensional characteristic data of government affairs information based on big data; In this embodiment, as a preferred technical solution of the present invention, the data processing module includes: A data cleaning unit is used to clean multi-dimensional real-time data of government information based on big data; Obtain multi-dimensional real-time data of government affairs information based on big data; Conduct consistency checks on multi-dimensional real-time data of government affairs information based on big data; Check whether the multi-dimensional real-time data of government affairs information meets the requirements according to the reasonable value range and mutual relationship of each variable in the multi-dimensional real-time data of government affairs information; Remove inconsistent data that is beyond the normal range, logically unreasonable or contradictory in the multi-dimensional real-time data of government information; Process invalid and missing values ​​for multi-dimensional real-time data of government information based on big data; Remove invalid and missing data that are of no value to the two-dimensional and three-dimensional display of multi-dimensional information in the multi-dimensional real-time data of government information; Determine the multi-dimensional real-time data of government affairs information that is valuable for the two-dimensional and three-dimensional display of multiple information; A feature extraction unit, used for extracting features from the cleaned multi-dimensional real-time data of government information; Acquire multi-dimensional real-time data of government affairs information that is valuable for two-dimensional and three-dimensional presentation of multiple information after cleaning; Extract features from multi-dimensional real-time data of valuable government information displayed in two or three dimensions; Determine the multi-dimensional characteristic data of government information based on big data.

[0028] In one embodiment, the feature extraction unit comprises: A model building unit is used to determine key dimension feature information based on the data dimension information extracted from the historical storage data, and to integrate and analyze the data dimension information, and to establish feature extraction models for text, pictures and videos based on the key dimension feature information and in combination with feature attributes; A feature extraction unit is used to extract features from multi-dimensional real-time data of government affairs information that is valuable for two-dimensional and three-dimensional display of multiple information based on a feature extraction model for text, pictures and videos, and obtain initial multi-dimensional feature data; A mining classification unit is used to convert the image dimension feature data and the video dimension feature data in the initial multi-dimensional feature data into text, obtain corresponding text feature representation data, mine the similarity between the text dimension feature data and the text feature representation data, divide the text dimension feature data and the text feature representation data based on the similarity, and obtain multiple groups of text feature similarity data; A data fusion unit is used to determine the fusionable feature data among the text dimension feature data, the image dimension feature data and the video dimension feature data based on multiple groups of text feature similarity data, and fuse the fusionable feature data according to a preset fusion method to obtain fusion feature data; The data sorting unit is used to determine the data order according to the relevance of the fused feature data, sort the fused feature data according to the data order, and finally obtain multi-dimensional feature data of government information based on big data.

[0029] In this embodiment, the key dimension feature information is, for example, features that frequently appear in historical storage data, features that are marked as important data, and the like.

[0030] In this embodiment, the feature attributes are text, picture and video, and different feature attributes correspond to different feature extraction models.

[0031] In this embodiment, the purpose of textualizing the picture dimension feature data and the video dimension feature data in the initial multi-dimensional feature data is to determine the accurate division of the similarity of the feature data of different dimensions.

[0032] In this embodiment, the similarity of all data in each group of text feature similarity data is greater than a preset similarity threshold.

[0033] In this embodiment, the feature data that can be fused is, for example, data representing the same feature in different dimensions, or data representing complete data features in combination of different dimensions.

[0034] In this embodiment, the preset fusion mode is, for example, statistical fusion, weighted fusion, etc., which is specifically set according to actual needs.

[0035] In this embodiment, the correlation of the fusible feature data is, for example, one group of fusible feature data represents a first government matter, and another group of fusible feature data represents a second government matter. The correlation between the first government matter and the second government matter is the correlation between the two groups of feature data. The greater the correlation between the two groups of feature data, the closer they are in sorting.

[0036] The beneficial effects of the above design scheme are: by extracting data dimension information from historical storage data and integrating and analyzing the data dimension information, determining key dimension feature information, and based on the key dimension feature information and combining feature attributes, establishing feature extraction models for text, pictures and videos respectively, based on the feature extraction models for text, pictures and videos, feature extraction is performed on multi-dimensional real-time data of government information that is valuable for two-dimensional and three-dimensional presentation of multi-information to obtain initial multi-dimensional feature data, and accurate extraction of feature information of different feature attributes is achieved, the picture dimension feature data and the video dimension feature data in the initial multi-dimensional feature data are textualized to obtain corresponding text feature representation data, and the similarity between the text dimension feature data and the text feature representation data is mined, Based on similarity, text dimension feature data and text feature representation data are divided to obtain multiple groups of text feature similarity data; based on the multiple groups of text feature similarity data, the fusible feature data among the text dimension feature data, the image dimension feature data and the video dimension feature data are determined; the fusible feature data are fused according to a preset fusion method to obtain fused feature data; according to the correlation of the fusible feature data, the data sequence is determined; the fused feature data is sorted according to the data sequence; finally, multi-dimensional feature data of government information based on big data is obtained; it is ensured that the obtained multi-dimensional feature data of government information can fully and comprehensively represent the data features, and is convenient for subsequent analysis and management of feature data, thereby improving analysis and management efficiency and finally facilitating the management of government information.

[0037] The data analysis module is used to analyze the multi-dimensional characteristic data of government information based on big data, and generate two-dimensional government information and three-dimensional government information that is easy for users to quickly understand; In this embodiment, as a preferred technical solution of the present invention, the data analysis module includes: A sorting and summarizing unit is used to sort and summarize the multi-dimensional characteristic data of government information; Obtain multi-dimensional characteristic data of government affairs information based on big data; Organize and summarize the multi-dimensional characteristic data of government information based on big data; Generate two-dimensional government information in the form of charts and maps that are easy for users to quickly understand; A mining and analysis unit, used to mine and analyze multi-dimensional characteristic data of government information; Obtain multi-dimensional characteristic data of government affairs information based on big data; Mining and analyzing multi-dimensional characteristic data of government information based on big data; Discover the potential patterns, trends and connections of multi-dimensional characteristic data of government information; Generate three-dimensional government information in the form of three-dimensional modeling that is easy for users to quickly understand.

[0038] Among them, the data display module is used to store and display government two-dimensional information and government three-dimensional information; In this embodiment, as a preferred technical solution of the present invention, the data display module includes: An information storage unit, used for storing government affairs two-dimensional information and government affairs three-dimensional information; Obtain generated government two-dimensional information and government three-dimensional information that is easy for users to quickly understand; To store and back up government two-dimensional information and government three-dimensional information; An information display unit, used for displaying government affairs two-dimensional information and government affairs three-dimensional information; Obtain generated government two-dimensional information and government three-dimensional information that is easy for users to quickly understand; Provide two-dimensional and three-dimensional display of government affairs two-dimensional information and government affairs three-dimensional information.

[0039] Among them, the application optimization module is used to provide application feedback and display optimization for the two-dimensional and three-dimensional display of government multi-information; In this embodiment, as a preferred technical solution of the present invention, the application optimization module includes: Application feedback unit, used to obtain user experience feedback on the two-dimensional and three-dimensional display of government multi-information; After the application of two-dimensional and three-dimensional display of government information, real-time acquisition of user experience and feedback is carried out; Determine user experience feedback based on 2D and 3D display of government multi-information; Display optimization unit, used to optimize and adjust the two-dimensional and three-dimensional display of government multi-information; Obtain user experience feedback based on 2D and 3D displays of government information; Analyze user experience feedback based on 2D and 3D displays of government multi-information; Determine the optimization and adjustment plan based on the two-dimensional and three-dimensional display of government multi-information; The two- and three-dimensional display of government affairs information is optimized and adjusted according to the optimization and adjustment plan based on the two- and three-dimensional display of government affairs information.

[0040] Among them, the intelligent management module is used for early warning management of the two- and three-dimensional display of multi-information in government affairs.

[0041] In this embodiment, as a preferred technical solution of the present invention, the intelligent management module includes: Intelligent monitoring unit, used for intelligent monitoring of the two-dimensional and three-dimensional display of government multi-information; According to the application management requirements of multi-information 2D and 3D display, intelligent monitoring of government multi-information 2D and 3D display is carried out; Determine the intelligent monitoring results based on the two-dimensional and three-dimensional display of government affairs multi-information; Abnormal warning unit, used for early warning management of two-dimensional and three-dimensional displays of government multi-information; Obtain intelligent monitoring results based on two-dimensional and three-dimensional display of government affairs information; Analyze the intelligent monitoring results based on the two-dimensional and three-dimensional display of government affairs multi-information. When there are abnormal situations, timely issue warnings and take measures for intelligent management.

[0042] In this embodiment, the abnormal warning unit includes: An abnormality judgment unit is used to obtain the attribute monitoring result corresponding to each information attribute from the intelligent monitoring result of the two-dimensional and three-dimensional display of government multi-information, and judge whether there is a situation in the attribute monitoring result that is greater than the first preset attribute monitoring result, and if so, determine that an abnormal situation exists; The abnormality judgment unit is further used to judge whether there is a situation where the attribute monitoring result is greater than the second preset attribute monitoring result and less than the first preset attribute monitoring result when it is determined that there is no situation where the attribute monitoring result is greater than the first preset attribute monitoring result; If yes, obtain the main attribute monitoring results that meet the requirements, and use the other attribute monitoring results as the secondary attribute monitoring results, and calculate the monitoring abnormal value according to the following formula ;

[0043] Where n represents the number of primary attribute monitoring results, m represents the number of secondary attribute monitoring results, represents the attribute weight of the i-th main attribute monitoring result, Represents the comprehensive weight of the main attribute monitoring results, Represents the comprehensive weight of the secondary attribute monitoring results, represents the attribute weight of the jth attribute monitoring result, Indicates the monitoring result value of the i-th main attribute monitoring result, represents the monitoring result value of the j-th secondary attribute monitoring result; Otherwise, it is determined that there are no abnormal conditions; The abnormality judgment unit is further used to judge whether the monitored abnormal value is greater than a preset abnormal value, and if so, determine that an abnormal situation exists, otherwise, determine that no abnormal situation exists; A measure determination unit, for, when determining that an abnormal situation exists, obtaining a measure matching the first preset attribute from a measure database for intelligent management of the situation where the monitoring result of the first preset attribute exists; The measure determination unit is also used to obtain an initial measure matching the main attribute from the measure database when it is determined that an abnormal situation exists, and determine an adjustment value for the initial measure based on the following formula: ;

[0044] in, Indicates the monitoring result value of the second preset attribute monitoring result corresponding to the i-th main attribute monitoring result; The initial measures are adjusted according to the above adjustments to obtain the target measures for intelligent management.

[0045] In this embodiment, all weights and monitoring result values ​​in this solution are standardized and the value range is (0, 1).

[0046] In this embodiment, the attribute weight is pre-set based on the impact of the two-dimensional and three-dimensional display on the government information. The greater the impact, the higher the attribute weight. The comprehensive weight is determined based on multiple two-dimensional and three-dimensional displays.

[0047] In this embodiment, the monitoring result value of the first preset attribute monitoring result is greater than the monitoring result value of the second preset attribute monitoring result, wherein the first preset attribute monitoring result can determine the abnormal situation alone, and the second preset attribute monitoring result needs to comprehensively determine the abnormal situation.

[0048] In this embodiment, the larger the monitoring result value is, the greater the probability of the corresponding abnormality occurring is.

[0049] The beneficial effects of the above design scheme are: by setting two preset attribute monitoring results to conduct abnormal analysis and measure determination, accurate analysis of the two-dimensional and three-dimensional display of government information can be achieved, the accuracy of early warning and measure determination can be ensured, and better two-dimensional and three-dimensional display of government information can be achieved. The distribution and hierarchical relationship of government information can be intuitively presented, which is convenient for users to understand and remember, and can provide users with a more convenient and efficient government information display channel, which is convenient for the management of government information.

[0050] Therefore, by registering user identities, logging in user roles and controlling user permissions, users can be effectively managed, and by collecting government information text data, image data and video data, multi-dimensional real-time data of government information can be determined, and the multi-dimensional real-time data of government information can be processed to determine the multi-dimensional feature data of government information. By analyzing the multi-dimensional feature data of government information, two-dimensional government information and three-dimensional government information that are easy for users to quickly understand can be generated. The two-dimensional government information and three-dimensional government information can be stored and displayed, and application feedback and display optimization can be performed on the two- and three-dimensional display of government multi-information. Early warning management can be performed on the two- and three-dimensional display of government multi-information in real time. The two- and three-dimensional display of government multi-information can be better performed, and the distribution and hierarchical relationship of government information can be intuitively presented, which is easy for users to understand and remember. It can provide users with more convenient and efficient government information display channels, and facilitate the management of government information.

[0051] It should be noted that, in this article, relational terms such as first and second, etc. are only used to distinguish one entity or operation from another entity or operation, and do not necessarily require or imply any such actual relationship or order between these entities or operations. Moreover, the terms "include", "comprise" or any other variants thereof are intended to cover non-exclusive inclusion, so that a process, method, article or device including a series of elements includes not only those elements, but also other elements not explicitly listed, or also includes elements inherent to such process, method, article or device.

[0052] Although embodiments of the present invention have been shown and described, it will be appreciated by those skilled in the art that various changes, modifications, substitutions and variations may be made to the embodiments without departing from the principles and spirit of the present invention, and that the scope of the present invention is defined by the appended claims and their equivalents.

Claims

1. An application management system for two-dimensional and three-dimensional display of multiple information, characterized in that: include: User management module, used to register user identities, log in user roles and control user permissions; The data collection module is used to collect text data, image data and video data of government information, and determine multi-dimensional real-time data of government information based on big data; A data processing module is used to process multi-dimensional real-time data of government affairs information based on big data, and determine multi-dimensional characteristic data of government affairs information based on big data; The data analysis module is used to analyze the multi-dimensional characteristic data of government information based on big data and generate two-dimensional government information and three-dimensional government information that is easy for users to quickly understand; A data display module is used to store and display government two-dimensional information and government three-dimensional information; Application optimization module, used for application feedback and display optimization of two-dimensional and three-dimensional displays of government multi-information; Intelligent management module, used for early warning management of two-dimensional and three-dimensional displays of government multi-information; A generation module, used for processing video data to generate multiple video clips; An acquisition module, used for acquiring a feature image from the image data, and for acquiring a plurality of feature images in each video segment from a plurality of video segments; The comparison module is used to compare the feature image in the image data with multiple feature images in each video clip. When the similarity between the target feature image in the image data and the feature image in the target video clip is greater than or equal to a preset threshold, the data display module is used to simultaneously display the video clip with the feature image and the target feature image in the image data.

2. The application management system for two-dimensional and three-dimensional display of multiple information according to claim 1, characterized in that: The user management module comprises: A user registration unit, used to register the user identity; According to the application management requirements of multi-information two-dimensional and three-dimensional display, users register their identities, enter basic information, registration account and login password, and determine their user roles; A user login unit, used to log in a user role; The user logs in as a user based on the registered account and login password. If the registered account and login password entered by the user are consistent, the user role login is successful. A permission control unit, used to control user permissions; After the user role logs in successfully, the user has exclusive user permissions, and the user performs access control based on user permissions.

3. The application management system for two-dimensional and three-dimensional display of multiple information according to claim 2, characterized in that: The data acquisition module comprises: A text collection unit, used to collect text data of government information; According to the application management requirements of multi-information two-dimensional and three-dimensional display, the text data of government information is monitored and collected in real time to obtain the text data of government information; A picture collection unit, used to collect government information picture data; According to the application management requirements of multi-information two-dimensional and three-dimensional display, the image data of government information is monitored and collected in real time to obtain the image data of government information; A video acquisition unit, used to collect government information video data; According to the application management requirements of multi-information two-dimensional and three-dimensional display, the video data of government information is monitored and collected in real time to obtain the video data of government information; Among them, based on the government information text data, government information image data and government information video data, multi-dimensional real-time data of government information based on big data is determined.

4. The application management system for two-dimensional and three-dimensional display of multiple information according to claim 3, characterized in that: The data processing module comprises: A data cleaning unit is used to clean multi-dimensional real-time data of government information based on big data; Obtain multi-dimensional real-time data of government affairs information based on big data; Conduct consistency checks on multi-dimensional real-time data of government affairs information based on big data; Check whether the multi-dimensional real-time data of government affairs information meets the requirements according to the reasonable value range and mutual relationship of each variable in the multi-dimensional real-time data of government affairs information; Remove inconsistent data that is beyond the normal range, logically unreasonable or contradictory in the multi-dimensional real-time data of government information; Process invalid and missing values ​​for multi-dimensional real-time data of government information based on big data; Remove invalid and missing data that are of no value to the two-dimensional and three-dimensional display of multi-dimensional information in the multi-dimensional real-time data of government information; Determine the multi-dimensional real-time data of government affairs information that is valuable for the two-dimensional and three-dimensional display of multiple information; A feature extraction unit, used for extracting features from the cleaned multi-dimensional real-time data of government information; Acquire multi-dimensional real-time data of government affairs information that is valuable for two-dimensional and three-dimensional presentation of multiple information after cleaning; Extract features from multi-dimensional real-time data of valuable government information displayed in two or three dimensions; Determine the multi-dimensional characteristic data of government information based on big data.

5. The application management system for two-dimensional and three-dimensional display of multiple information according to claim 4, characterized in that: The feature extraction unit comprises: A model building unit is used to determine key dimension feature information based on the data dimension information extracted from the historical storage data, and to integrate and analyze the data dimension information, and to establish feature extraction models for text, pictures and videos based on the key dimension feature information and in combination with feature attributes; A feature extraction unit is used to extract features from multi-dimensional real-time data of government affairs information that is valuable for two-dimensional and three-dimensional display of multiple information based on a feature extraction model for text, pictures and videos, and obtain initial multi-dimensional feature data; A mining classification unit is used to convert the image dimension feature data and the video dimension feature data in the initial multi-dimensional feature data into text, obtain corresponding text feature representation data, mine the similarity between the text dimension feature data and the text feature representation data, divide the text dimension feature data and the text feature representation data based on the similarity, and obtain multiple groups of text feature similarity data; A data fusion unit is used to determine the fusionable feature data among the text dimension feature data, the image dimension feature data and the video dimension feature data based on multiple groups of text feature similarity data, and fuse the fusionable feature data according to a preset fusion method to obtain fusion feature data; The data sorting unit is used to determine the data order according to the relevance of the fused feature data, sort the fused feature data according to the data order, and finally obtain multi-dimensional feature data of government information based on big data.

6. The application management system for two-dimensional and three-dimensional display of multiple information according to claim 4, characterized in that: The data analysis module includes: A sorting and summarizing unit is used to sort and summarize the multi-dimensional characteristic data of government information; Obtain multi-dimensional characteristic data of government affairs information based on big data; Organize and summarize the multi-dimensional characteristic data of government information based on big data; Generate two-dimensional government information in the form of charts and maps that are easy for users to quickly understand; A mining and analysis unit, used to mine and analyze multi-dimensional characteristic data of government information; Obtain multi-dimensional characteristic data of government affairs information based on big data; Mining and analyzing multi-dimensional characteristic data of government information based on big data; Discover the potential patterns, trends and connections of multi-dimensional characteristic data of government information; Generate three-dimensional government information in the form of three-dimensional modeling that is easy for users to quickly understand.

7. The application management system for two-dimensional and three-dimensional display of multiple information according to claim 6, characterized in that: The data display module includes: An information storage unit, used for storing government affairs two-dimensional information and government affairs three-dimensional information; Obtain generated government affairs two-dimensional information and government affairs three-dimensional information that is easy for users to quickly understand; To store and back up government two-dimensional information and government three-dimensional information; An information display unit, used for displaying government affairs two-dimensional information and government affairs three-dimensional information; Obtain generated government affairs two-dimensional information and government affairs three-dimensional information that is easy for users to quickly understand; Provide two-dimensional and three-dimensional display of government affairs two-dimensional information and government affairs three-dimensional information.

8. The application management system for two-dimensional and three-dimensional display of multiple information according to claim 7, characterized in that: The application optimization module includes: Application feedback unit, used to obtain user experience feedback on the two-dimensional and three-dimensional display of government multi-information; After the application of two-dimensional and three-dimensional display of government information, real-time acquisition of user experience and feedback is carried out; Determine user experience feedback based on 2D and 3D display of government multi-information; Display optimization unit, used to optimize and adjust the two-dimensional and three-dimensional display of government multi-information; Obtain user experience feedback based on 2D and 3D displays of government information; Analyze user experience feedback based on 2D and 3D displays of government multi-information; Determine the optimization and adjustment plan based on the two-dimensional and three-dimensional display of government multi-information; The two- and three-dimensional display of government affairs information is optimized and adjusted according to the optimization and adjustment plan based on the two- and three-dimensional display of government affairs information.

9. The application management system for two-dimensional and three-dimensional display of multiple information according to claim 8, characterized in that: The intelligent management module includes: Intelligent monitoring unit, used for intelligent monitoring of the two-dimensional and three-dimensional display of government multi-information; According to the application management requirements of multi-information 2D and 3D display, intelligent monitoring of government multi-information 2D and 3D display is carried out; Determine the intelligent monitoring results based on the two-dimensional and three-dimensional display of government affairs multi-information; Abnormal warning unit, used for early warning management of two-dimensional and three-dimensional displays of government multi-information; Obtain intelligent monitoring results based on two-dimensional and three-dimensional display of government affairs information; Analyze the intelligent monitoring results based on the two-dimensional and three-dimensional display of government affairs multi-information. When there are abnormal situations, timely issue warnings and take measures for intelligent management.

10. The application management system for two-dimensional and three-dimensional display of multiple information according to claim 9, characterized in that: The abnormal warning unit comprises: An abnormality judgment unit is used to obtain the attribute monitoring result corresponding to each information attribute from the intelligent monitoring result of the two-dimensional and three-dimensional display of government multi-information, and judge whether there is a situation in the attribute monitoring result that is greater than the first preset attribute monitoring result, and if so, determine that an abnormal situation exists; The abnormality judgment unit is further used to judge whether there is a situation where the attribute monitoring result is greater than the second preset attribute monitoring result and less than the first preset attribute monitoring result when it is determined that there is no situation where the attribute monitoring result is greater than the first preset attribute monitoring result; If yes, obtain the main attribute monitoring results that meet the requirements, and use the other attribute monitoring results as the secondary attribute monitoring results, and calculate the monitoring abnormal value according to the following formula ; Where n represents the number of primary attribute monitoring results, m represents the number of secondary attribute monitoring results, represents the attribute weight of the i-th main attribute monitoring result, Represents the comprehensive weight of the main attribute monitoring results, Represents the comprehensive weight of the secondary attribute monitoring results, represents the attribute weight of the jth attribute monitoring result, Indicates the monitoring result value of the i-th main attribute monitoring result, represents the monitoring result value of the j-th secondary attribute monitoring result; Otherwise, it is determined that there are no abnormal conditions; The abnormality judgment unit is further used to judge whether the monitored abnormal value is greater than a preset abnormal value, and if so, determine that an abnormal situation exists, otherwise, determine that no abnormal situation exists; A measure determination unit, for, when determining that an abnormal situation exists, obtaining a measure matching the first preset attribute from a measure database for intelligent management of a situation where the monitoring result of the first preset attribute exists; The measure determination unit is also used to obtain an initial measure matching the main attribute from the measure database when it is determined that an abnormal situation exists, and determine an adjustment value for the initial measure based on the following formula: ; in, Indicates the monitoring result value of the second preset attribute monitoring result corresponding to the i-th main attribute monitoring result; The initial measures are adjusted according to the above adjustments to obtain the target measures for intelligent management.

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