CN111125679A - Management system and method for railway intelligent data portal - Google Patents
Management system and method for railway intelligent data portal Download PDFInfo
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Abstract
The invention provides a management system and a method of a railway intelligent data portal, wherein the management system of the railway intelligent data portal comprises the following steps: the single sign-on module allows a user to access each application system in a railway intelligent data portal in a cross-system manner; the hierarchical authority management module is used for supporting hierarchical management of users, authorizing resources to different objects and performing authority control; the intelligent analysis recommending module is used for intelligently recommending the problems which need to be concerned by the user according to the associated information of the user and realizing intelligent updating of the personalized page content; the personalized customization module is used for supporting the personalized customization function of the user; and the data visualization module is used for visually analyzing the index data to query and analyze the visualized data. The management system and the management method of the railway intelligent data portal provided by the invention are used for solving the problem that the decision analysis is influenced by the existing railway internal operation resource system due to lower intelligent degree, thereby realizing the effective analysis of the operation resources.
Description
Technical Field
The invention relates to the technical field of big data, in particular to a management system and a management method of a railway intelligent data portal.
Background
In recent years, with the deepening of railway operation reform, each specialty in a railway group combines with the informatization requirements of each specialty, a large number of business information management systems are built, but each system is relatively independent, group employees often need to simultaneously operate a plurality of application systems in daily work, the labor efficiency is objectively reduced, the data standards of each system are not uniform, the difficulty of the group in managing operation resources is increased, the information content of each system is solidified and displayed, and the business information is not satisfied day by day.
At present, a railway group mainly manages group operation resources by a method that firstly, each professional in the group extracts data through a self-built system to analyze the operation resource situation of the professional, and then reports the data to the group in a file mode, and a group decision layer and a management layer need to integrate relevant data from the operation resource situation reported by each professional to analyze so as to grasp the operation resource situation of the whole group.
Under the condition of mass data, the existing operation resource management technical scheme has the problems that the inquiry speed is reduced and the decision analysis efficiency is influenced due to the fact that operation resources are treated by professional systems in a dividing way and the operation resources are not symmetrical; the data standards of all professional systems are inconsistent, and the quality of decision analysis is influenced due to the fact that the same index is inconsistent; the reported information of each professional system is solidified, and the innovation of decision analysis is influenced due to the lack of flexible change of early warning and prediction of operation resources.
Therefore, it is desirable to provide a management system and method for a railway intelligent data portal to solve the above technical problems.
Disclosure of Invention
The invention mainly solves the technical problem of providing a management system and a management method of a railway intelligent data portal, aiming at solving the problems that the existing railway internal operation resource system has lower intelligent degree, influences decision analysis and realizes effective analysis of operation resources.
In order to solve the above technical problems, a first technical solution adopted by the present invention is to provide a management system for a railway intelligent data portal, including:
the single sign-on module allows a user to cross-system access each application system in the railway intelligent data portal under the condition that the user successfully logs in once and does not leave the railway intelligent data portal;
the hierarchical authority management module is used for supporting hierarchical management of users, authorizing resources to different objects and performing authority control;
the intelligent analysis recommending module is used for intelligently recommending the problems which need to be concerned by the user according to the associated information of the user and realizing intelligent updating of the personalized page content;
the personalized customization module is used for supporting the personalized customization function of the user;
the data visualization module is used for visually analyzing the index data to query and analyze visualized data;
the hierarchical authority management module receives the operation of a user, calls data from the personalized customization module, transmits the generated data to the single sign-on module and the intelligent analysis module, the intelligent analysis recommendation module performs analysis operation according to the data obtained from the single sign-on module and the hierarchical authority management system, transmits the generated data to the data visualization module, and the personalized customization module obtains the data from the data visualization module.
In the examples, it is preferred that: the single sign-on module further comprises:
a plurality of application systems;
and the user operation library is used for recording user operation records and user basic information, receiving data output by the plurality of application systems, acquiring the data from the grading authority management module and outputting the data to the intelligent analysis module.
In the examples, it is preferred that: the single sign-on module is further used for automatically exchanging data with the user information base of other systems when a user accesses other application systems, reading the operation authority of other corresponding systems and recording the operation of other systems in the user operation base.
In the examples, it is preferred that: the hierarchical rights management module includes:
the system comprises a user information base, a user information base and a user group management system, wherein the user information base is used for recording user attribute information and permission information, the attribute information comprises user basic attribute information and user social attribute information, and the permission information comprises a system user architecture and user group use permission;
the user authority recorder is used for configuring system functions and user operation authorities according to user authority information in the user information base;
the user operation recorder is used for recording the operation record of the user in the system;
the other user operation recorder associated with the user records the operation records of other users associated with the user in the system based on the other user information recorder associated with the user;
the other user information recorder associated with the user records other user information associated with the user according to the social attribute information in the user information base and provides the corresponding user information to the user operation base;
the user operation library acquires data from the user operation recorder and other user operation recorders associated with the user, and the personalized customization module outputs information to the user permission recorder.
In the examples, it is preferred that: the intelligent recommendation module comprises:
the user analyzer intelligently analyzes the relationship from the user to a user group associated with the user according to the user information in the user information base;
the recommendation recorder intelligently recommends the problems which need to be concerned by the user according to all user records in the user analyzer and the behavior analyzer;
and the behavior analyzer intelligently analyzes the relationship from the user to the user operation and then to the user group operation associated with the user according to the user information and the operation records in the user information base and the user operation base.
In the examples, it is preferred that: the data visualization module includes:
the application function library records the related analysis application generated by the index related model according to the system index data and the index model;
and applying a style library, and recording all index data presentation styles based on the index data.
In the examples, it is preferred that: the related information application generated by the index related model comprises the change trend of a certain index or the distribution condition of a certain related index; the index data presentation style includes a presentation style of a graphic or a table.
In the examples, it is preferred that: the personalized customization module comprises:
the personalized page generators are used for recording page layout information personalized and customized by the user based on records in the user information base, the application function base and the application pattern base;
and the plurality of personalized pages are based on the personalized page generator, the personalized customized application functions and styles are presented according to the user permission information in the user permission recorder, the application functions and styles concerned by the recommended users are presented according to the analysis of the user behaviors in the recommendation recorder, and the intelligent recommendation function part can be automatically updated.
In order to solve the above technical problems, a second technical solution adopted by the present invention is to provide a management method for a railway intelligent data portal, comprising the steps of:
s1, automatically screening the system permission of the user group where the user is located through the hierarchical permission management module, and recording the data of the situation that the user needs to pay attention to the operation resources aiming at different users;
s2, presenting the recorded attention data in a system in a visual form through a data visualization module, providing linkage behavior analysis, and recording information such as user analysis tracks and specialties where corresponding resources are located;
s3, rapidly communicating the recorded professional system data through the single sign-on module;
s4, reading the settings of the user on the intelligent data portal layout, appearance and theme through the personalized customization module, and displaying a personalized page;
and S5, performing correlation analysis on operation tracks of other users related to the user through an intelligent recommendation module, recording intelligent recommendation content, and recommending user attention.
In the examples, it is preferred that: the linkage behavior analysis described in step S2 includes: multidimensional analysis and index correlation analysis.
The management system and the method for the intelligent railway data portal have the advantages that:
1. the method comprises the steps that various modules included in the method comprehensively analyze user persona, user personal information, user operation behaviors and other user personalized information, and personalized pages are provided for users;
2. according to the information of the specialties related to the user, other users related to the user and the like, intelligent association analysis is carried out on the personalized basis, and the content of the personalized page of the user is updated;
3. all departments can comprehensively inquire under the conditions of mass data and complex relations, and the influence of time delay or information asymmetry and the like on incomplete analysis of resource decision is reduced.
Drawings
FIG. 1 is a schematic diagram of a management system of a railway intelligent data portal of the present invention;
FIG. 2 is a schematic diagram of an application of the management system of the railroad intelligent data portal of FIG. 1;
FIG. 3 is a flow chart of a management method of the railway intelligent data portal of the invention.
Detailed Description
The technical solution of the present invention will be described in detail with reference to the drawings.
Example one
Referring to fig. 1, the present invention provides a management system for a railway intelligent data portal, including a hierarchical rights management module 2, a single sign-on module 1, an intelligent analysis recommendation module 3, a data visualization module 5, and a personalized customization module 4.
The hierarchical authority management module 2 is used for supporting hierarchical management of users, authorizing resources to different objects (users, organizations, groups and the like) and performing authority control.
Referring to fig. 1, in the present embodiment, it is preferable that: the hierarchical authority management module 2 comprises an information base and four recorders, wherein the user information base 21 records user attribute information and authority information, the attribute information comprises user basic attribute information such as user ID, work type and the like, and also comprises user social attribute information related to other users such as user affiliated mechanisms, groups and the like, and the authority information comprises system user architecture and user group use authority; the user authority recorder 22 is used for configuring system functions and user operation authorities according to the user authority information in the user information base 21; a user operation recorder 23 for recording the operation record of the user in the system; a user-associated other user information recorder 25 for recording user-associated other user information based on the social attribute information in the user information database 21; the other user operation recorder 24 associated with the user records the operation of other users associated with the user 26 in the system based on the other user information recorder 25 associated with the user.
In this embodiment, the single sign-on module 1 is configured to simplify cumbersome sign-on operations of the user for each professional system. By adopting Single Sign On (SSO), the user can cross-system access each application system at the intelligent data portal without leaving the intelligent data portal only by logging once, namely inputting a user name and a password once. In this embodiment, the single sign-on module 1 preferably includes a plurality of operating systems 11 and a user operating library 12, records user operating records and user basic systems, and automatically exchanges data with user information libraries of other systems when accessing other application systems, reads operating permissions of other corresponding systems, and records operations on other systems in the user operating library 12.
In this embodiment, the intelligent analysis recommendation module 3 is configured to intelligently recommend a problem that needs to be paid attention to by the user according to the associated information of the user, for example, operation tracks of other users in a professional where the user is located, or users at upper and lower levels of the user, and thus, the content of the personalized page is intelligently updated.
In this embodiment, it is preferable that: the intelligent analysis recommender module 3 comprises a user analyzer 31, a behavior analyzer 33 and a recommendation recorder 32. Wherein, the user analyzer 31 intelligently analyzes the relationship from point (user) to line (user group associated with user) according to the user information in 21; a behavior analyzer 33 for intelligently analyzing the relationship from point (user) to line (user operation) and to plane (user group operation associated with the user) according to the user information and operation records in the user information base 21 and the user operation base 12; and the recommendation recorder 32 intelligently recommends the problems which need to be concerned by the user, such as a superior leader attention index, a current popular service index and the like, according to the records of all the users in the user analyzer 31 and the behavior analyzer 33, and records the problems in the recommendation recorder.
In this embodiment, the data visualization module 5 is configured to perform visualization data query and analysis for visually analyzing the index data. If the locomotive operation efficiency is input, the standard classification, the index definition, the index value and the like of the index are positioned in real time, the related analysis application of the index appears on the right side, and a user can directly click the application to analyze, such as cause analysis, proportion and ring ratio analysis.
In this embodiment, it is preferable that: the data visualization module 5 comprises an application function library 51 and an application style library 52. An application function library 51, which records the related analysis applications generated by the index-related model, such as the trend of a certain index or the distribution of a certain related index, according to the system index data and the index model; the style library 52 is applied to record all index data presentation styles, such as various graphics or various table presentation styles, based on the index data.
In this embodiment, the personalized customization module 4 is configured to support a personalized customization function of a user, including a layout, an appearance, and a theme, and according to a personalized requirement of the user, the intelligent data portal may be customized by user, index data is displayed, and report integration is achieved by integrating or embedding reports of other specialties.
In this embodiment, it is preferable that: the personalized customization module 4 comprises a personalized page generator 41 and a personalized page 42. The personalized page generator 41 records the page layout information personalized and customized by the user based on the record in the user information base 21, the application function base 51 and the application pattern base 52; the personalized page 42 is based on the personalized page generator 41, presents personalized customized application functions and styles according to the user permission information in the user permission recorder, presents application functions and styles concerned by the recommended user according to the analysis of the user behavior in the recommended recorder 32, and the intelligent recommendation function part can be automatically updated without being influenced by personalized setting and solidification.
It is obvious that, different from the need of analyzing by integrating professional data in the prior art, the present embodiment performs comprehensive analysis on personalized information of users, such as user roles, user personal information, user operation behaviors, and the like, through the modules included in the present embodiment, provides a personalized page for the users, performs intelligent association analysis on the basis of personalization according to information of users, such as professionals, other users, and the like related to the users, automatically updates recommended content of the personalized page of the users, and is not affected by personalized customization and solidification.
Referring to fig. 2, based on the management system of the intelligent railway data portal in the embodiment, especially based on the intelligent analysis recommendation module 3 in the first embodiment, for the operation of the user, the location and granularity of the data item required by the user can be quickly located like an electronic map, the definition and data value of the data can be quickly obtained, and the data can be used as the portal and each function module of the operation resource system: macro analysis, real-time monitoring, index association analysis, digital portrait, data exploration, knowledge map, index management and service decision making are carried out intelligent linkage analysis.
In fig. 2, H1 represents an intelligent data portal, H2 represents a query linkage analysis operation, H3 represents a functional system, and the functional system H3 includes: the system module 1: for macroscopic analysis; the system module 2: the system is used for real-time monitoring; a system module 3: used for index correlation analysis; the system module 4: for digital portrait presentation; a system module 5: for data exploration; the system module 6: the method is used for storing and constructing the knowledge graph; the system module 7: the index management is used; the system module 8: for providing business decisions.
The intelligent linkage analysis is used for recommending operation behaviors of the support user in real time, tracking and analyzing the operation behaviors in real time when the user operates, and referring to the user to analyze the recommended path. When the user logs in the functional system H3 through the intelligent data portal H1, the process first enters "system module 1: in the macro analysis, "record the user operation behavior to the intelligent recorder H4 (i.e. the recommendation recorder in fig. 1) in the intelligent analysis recommendation module 3, and read the recommendation content of the user operation in the intelligent recorder H4 in real time, and guide the user to perform the association analysis by the module strongly associated with the macro analysis: "system module 1: macro-analysis "jump to" system module 3: index association analysis "to perform index association analysis, which can be an expansibility analysis from a point (index) to a line (index influence factor); "system module 1: macro-analysis "jump to" system module 5: data exploration' to perform multidimensional analysis, which can be performed from point (index) to surface (index multidimensional) comprehensive analysis; operation "system module 7: index management ", the" system module 4: digital image "" is changed in index data. The intelligent recorder H3 not only reads the operation behavior of the user, but also feeds back recommended operation to the user for intelligent analysis.
Example two
Referring to fig. 2, the present invention provides a management method for a railway intelligent data portal, including the steps of:
11. a management method of a railway intelligent data portal is characterized by comprising the following steps:
s1, automatically screening the system permission of the user group where the user is located through the hierarchical permission management module, and recording the data of the situation that the user needs to pay attention to the operation resources aiming at different users;
s2, presenting the recorded attention data in a system in a visual form through a data visualization module, providing linkage behavior analysis, and recording information such as user analysis tracks and specialties where corresponding resources are located;
s3, rapidly communicating the recorded professional system data through the single sign-on module;
s4, reading the settings of the user on the intelligent data portal layout, appearance and theme through the personalized customization module, and displaying a personalized page;
and S5, performing correlation analysis on operation tracks of other users related to the user through an intelligent recommendation module, recording intelligent recommendation content, and recommending user attention.
For the management method of the railway intelligent data portal provided by the invention, preferably, the linkage behavior analysis in the step S2 includes multidimensional analysis and index association analysis.
According to the management method of the railway intelligent data portal, the personalized information of the users such as user roles, user personal information and user operation behaviors is comprehensively analyzed through each module, a personalized page is provided for the users, intelligent association analysis is carried out on the personalized page on the personalized basis according to information of professional users, other users and the like related to the users, the content of the personalized page of the users is updated, therefore, each railway department can comprehensively inquire under the conditions of mass data and complex relations, and the influence of time delay or information asymmetry on resource decision-making, which causes incomplete analysis, is reduced.
EXAMPLE III
The invention provides a management method of a railway intelligent data portal, which is based on the management method of the railway intelligent data portal provided by the embodiment II, and further preferably selects the linkage behavior analysis in the step S2 to comprise multidimensional analysis and index association analysis. The management method of the embodiment automatically updates the recommended content of the user personalized page through multidimensional analysis and index association analysis, and is not influenced by personalized customization and solidification.
The management system and the method of the railway intelligent data portal provided by the invention are not limited to be applied to the management of data in the railway industry, and the system and the invention can be applied to other industries or fields, so that the system and the method are not limited and still fall within the protection scope of the invention.
The above description is only an embodiment of the present invention, and not intended to limit the scope of the present invention, and all equivalent structures made by using the contents of the specification and the drawings of the present invention or directly or indirectly applied to other related technical fields are included in the scope of the present invention.
Claims (10)
1. A management system for a railroad intelligent data portal, comprising:
the single sign-on module allows a user to cross-system access each application system in the railway intelligent data portal under the condition that the user successfully logs in once and does not leave the railway intelligent data portal;
the hierarchical authority management module is used for supporting hierarchical management of users, authorizing resources to different objects and performing authority control;
the intelligent analysis recommending module is used for intelligently recommending the problems which need to be concerned by the user according to the associated information of the user and realizing intelligent updating of the personalized page content;
the personalized customization module is used for supporting the personalized customization function of the user;
the data visualization module is used for visually analyzing the index data to query and analyze visualized data;
the hierarchical authority management module receives the operation of a user, calls data from the personalized customization module, transmits the generated data to the single sign-on module and the intelligent analysis module, the intelligent analysis recommendation module performs analysis operation according to the data obtained from the single sign-on module and the hierarchical authority management system, transmits the generated data to the data visualization module, and the personalized customization module obtains the data from the data visualization module.
2. The management system of a railroad intelligent data portal according to claim 1, wherein the single sign-on module comprises:
a plurality of application systems;
and the user operation library is used for recording user operation records and user basic information, receiving data output by the plurality of application systems, acquiring the data from the grading authority management module and outputting the data to the intelligent analysis module.
3. The management system of the intelligent railway data portal according to claim 2, wherein the single sign-on module is further configured to automatically perform data exchange with the user information base of other systems when the user accesses other application systems, read the operation authority of other systems, and record the operation of other systems in the user operation base.
4. The system for managing a railroad intelligence data portal as claimed in claim 3, wherein said hierarchical rights management module comprises:
the system comprises a user information base, a user information base and a user group management system, wherein the user information base is used for recording user attribute information and permission information, the attribute information comprises user basic attribute information and user social attribute information, and the permission information comprises a system user architecture and user group use permission;
the user authority recorder is used for configuring system functions and user operation authorities according to user authority information in the user information base;
the user operation recorder is used for recording the operation record of the user in the system;
the other user operation recorder associated with the user records the operation records of other users associated with the user in the system based on the other user information recorder associated with the user;
the other user information recorder associated with the user records other user information associated with the user according to the social attribute information in the user information base and provides the corresponding user information to the user operation base;
the user operation library acquires data from the user operation recorder and other user operation recorders associated with the user, and the personalized customization module outputs information to the user permission recorder.
5. The management system of the intelligent railway data portal according to claim 2 or 3, wherein the intelligent recommendation module comprises:
the user analyzer intelligently analyzes the relationship from the user to a user group associated with the user according to the user information in the user information base;
the recommendation recorder intelligently recommends the problems which need to be concerned by the user according to all user records in the user analyzer and the behavior analyzer;
and the behavior analyzer intelligently analyzes the relationship from the user to the user operation and then to the user group operation associated with the user according to the user information and the operation records in the user information base and the user operation base.
6. The management system of the railroad intelligent data portal according to claim 5, wherein the data visualization module comprises:
the application function library records the related analysis application generated by the index related model according to the system index data and the index model;
and applying a style library, and recording all index data presentation styles based on the index data.
7. The management system of the intelligent railway data portal according to claim 6, wherein the relevant information application generated by the index-related model comprises the change trend of some index or the distribution condition of some associated index; the index data presentation style includes a presentation style of a graphic or a table.
8. The management system of the railroad intelligent data portal according to claim 7, wherein the personalization customization module comprises:
the personalized page generators are used for recording page layout information personalized and customized by the user based on records in the user information base, the application function base and the application pattern base;
and the plurality of personalized pages are based on the personalized page generator, the personalized customized application functions and styles are presented according to the user permission information in the user permission recorder, the application functions and styles concerned by the recommended users are presented according to the analysis of the user behaviors in the recommendation recorder, and the intelligent recommendation function part can be automatically updated.
9. A management method of a railway intelligent data portal is characterized by comprising the following steps:
s1, automatically screening the system permission of the user group where the user is located through the hierarchical permission management module, and recording the data of the situation that the user needs to pay attention to the operation resources aiming at different users;
s2, presenting the recorded attention data in a system in a visual form through a data visualization module, providing linkage behavior analysis, and recording information such as user analysis tracks and specialties where corresponding resources are located;
s3, rapidly communicating the recorded professional system data through the single sign-on module;
s4, reading the settings of the user on the intelligent data portal layout, appearance and theme through the personalized customization module, and displaying a personalized page;
and S5, performing correlation analysis on operation tracks of other users related to the user through an intelligent recommendation module, recording intelligent recommendation content, and recommending user attention.
10. The method of managing a railroad intelligence data portal of claim 9, wherein: the linkage behavior analysis in step S2 includes multidimensional analysis and index association analysis.
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