CN104679248A - Multi-scenario interactive data visualization system and working method - Google Patents
Multi-scenario interactive data visualization system and working method Download PDFInfo
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Abstract
The invention discloses a multi-scenario interactive data visualization system, which consists of a data acquisition module, a database server, a data mining server, a visualization server and a display terminal, wherein the visualization server consists of a visualization module, an interaction control module and a scenario vision module; the data acquisition module, the database server, the data mining server, the visualization server and the display terminal are sequentially connected through a wired or wireless network; the visualization module is connected with the interaction control module and the scenario vision module through a data interface, respectively. The system is quick in response, rich in scenario and high in interaction degree; for a large complicated dataset, data can be deeply and multidimensionally analyzed, and an analysis result is directly displayed in a multi-visual scenario manner, and visual scenarios are transformed to realize effective information communication by human-computer interaction. The invention further discloses a working method of the multi-scenario interactive data visualization system.
Description
Technical field
The present invention relates to a kind of scene interactivity visualization system and method for work, refer more particularly to a kind of many scene interactivity data visualisation system and method for work, belong to data mining and computer graphics field.
Background technology
Data visualization originates from 1960s computer graphics, and people use computing machine to create graphical diagrams, and Visual Inference data out, present each attribute of data and variable.Along with the expansion of data visualization platform, the increase of application, the continuous change of the form of expression, and add such as dynamic effect, user interactions use etc. in real time, data visualization constantly expands on border as all emerging concepts.
Initial visual pie chart, histogram, scatter diagram, the histogram of being mainly is at interior primary statistics chart, but primary statistics chart can only carry out simple process to the data of short run and present, help user finds the mutual relationship between data, and rough estimates visualization result.
Data visualization now contains data acquisition, analysis, improvement, management, excavation in interior series of complex data processing, and by three-dimensional, two dimension, dynamically, in real time or allow the form of expression such as mutual to represent.Research for data visualization mainly comprises the visualized algorithm and technology realization rate that create correspondence, and visualized algorithm comprises the architectural framework of modeling method, process large-scale data; Technology realization rate comprises interaction technique, Scalable method, Vision Design, animation rendering intent etc.
But, along with the form that represents of data tends to variation, how to meet the needs that user represents for the fractional analysis of large-scale complex data visualization and variation, set up data visualisation system and the method for work thereof of complete many scene interactivity, become a technical matters being badly in need of solving.
Summary of the invention
The object of the invention is needs large-scale complex data set visualization analyzed in order to meet user, a kind of many scene interactivity data visualisation system and method for work are provided, to solve the technical matters that traditional data visualization system can not process complicated state.
In order to achieve the above object, the present invention by the following technical solutions: a kind of many scene interactivity data visualisation system, comprises data acquisition module 1, database server 2, data mining server 3, visualization server 4 and display terminal 5; Wherein, visualization server 4 is made up of visualization model 4-1, interactive controlling module 4-2 and scene visual module 4-3.Data acquisition module 1, database server 2, data mining server 3, visualization server 4 are connected by wired or wireless network in turn with display terminal 5, and visualization model 4-1 is connected with scene visual module 4-3 with interactive controlling module 4-2 respectively by data-interface.
Data acquisition module 1 described above from camera, sensor or internet search engine and infosystem image data; The data of standard data format are transferred to database server 2 by RS232, RS485 communication serial ports or USB interface by data acquisition module 1.
Visualization server 4 described above comprises visualization model 4-1, interactive controlling module 4-2 and scene visual module 4-3, visualization model 4-1 are connected with data mining server 3, receives the data from data mining server 3.
Data acquisition module 1 described above is for obtaining visual required all kinds of raw data, and raw data derives from enterprises and institutions' infosystem, electronic commerce affair database, internet search engine, network social intercourse instrument etc.
Database server 2 described above is made up of jointly in network environment or multiple stage computing machine and database management system software.
Data mining server 3 described above is made up of jointly in network environment or multiple stage computing machine and Data Mining Tools software.
Database management system software described above adopts data management software MS SQL Server.
Data Mining Tools software described above adopts the Enterprise Miner of SAS company.
Visualization server 4 described above is made up of visualization model 4-1, interactive controlling module 4-2 and scene visual design module 4-3, Visual Chart control is integrated with in scene visual design module 4-3, comprise the map view based on geographic position, based on the time shaft view of time sequencing and the mind map etc. of logic-based relation.Data visualization interactive controlling module 4-2 sets up the corresponding relation of interactive operation and visualized graphs.
Display terminal 5 described above is PC, mobile phone, panel computer, projection, touch-screen or mosaic screen.
Based on a kind of method of work of many scene interactivity data visualisation system, specifically comprise the following steps:
(1) data acquisition module 1 gathers raw data, and is accessible standard data format the raw data pre-service gathered; By RS232, RS485 communication serial ports or USB interface, the data of standard data format are transferred to database server 2;
(2) in database server 2 storage that the data collected are written to database server 2 and backup area, and carry out data management by the data management software in database server 2, send data to data mining server 3 simultaneously;
(3) because data volume is huge and data layout disunity, data mining server 3 obtains data from database server 2, filtration is carried out to data incomplete and prevents the analysis of interference visualization result, and keyword is organized in extraction more, according to keyword to residue partial data classification format conversion, and the relevance under setting up each keyword group between data, set up analysis data model respectively by Data Mining Tools; Data after unified data model are sent to visualization server 4;
(4) in visualization server 4, visualization model 4-1 is according to the integrated Visual Chart control result of scene visual design module 4-3, be figure, form, animation by data transformations, scene visual module 4-3 builds Visual Scene Behaviour theme, the interactive controlling module 4-2 of scene drive, sets up the interaction relation of interactive operation and visual image;
(5) visualization result is sent to display terminal 5 and shows by visualization server 4.
Database server 2 described above is mainly used in managing data, comprises the inquiry of data, renewal, transaction management, index, high-speed cache, query optimization, safety and multi-user access control etc.
The course of work of the visualization server 4 of step (4) described above, further comprising the steps of:
A) Visual Scene is built by scene visual module 4-3: carry out historical search according to many groups keyword that data mining server 3 extracts, search the Visual Scene technique of expression that each group of keyword is corresponding, utilize the chart control in routine call scene visual module 4-3;
B) scene drive controls: after scene visual module 4-3 has built Visual Scene, make the process flow diagram of scene interactivity, first the home court scape occurred when determining inoperation and operation after occur secondary scene, and under major and minor scene by operation produce hiding scene.
C) interactive operation and view linkage: interactive controlling module 4-2 sets up the corresponding relation of interactive operation and visual image, the redirect condition of the corresponding a kind of visual image of the interactive operation method under each Visual Scene.
D) many visualization components are integrated represents: visualization server 4 the most at last visualization result collective is sent to display terminal 5 and shows.
Step c described above) interactive operation mode be that mouse floats, mouse click or many icons time coordination and response.
Beneficial effect of the present invention is: can respond fast, the abundant and high interaction of scene, particularly for large complicated data set, the profound level to data and multi dimensional analysis can be realized, and analysis result is presented to user with the formal intuition of many visible scene, and the conversion of visual scene is realized by man-machine interaction, realize the effective communication of information, make user find potential rule and the inherent value of data in the mode be more readily understood.
Accompanying drawing explanation
Fig. 1 is a kind of many scene interactivity data visualisation system of the present invention modular structure block diagram;
Fig. 2 is the method for work FB(flow block) of a kind of many scene interactivity data visualisation system of the present invention.
Embodiment
Be described in detail below in conjunction with the technical scheme of accompanying drawing to invention.
As shown in Figure 1, a kind of many scene interactivity data visualisation system, comprises data acquisition module 1, database server 2, data mining server 3, visualization server 4 and display terminal 5; Wherein, visualization server 4 is made up of visualization model 4-1, interactive controlling module 4-2 and scene visual module 4-3.Data acquisition module 1, database server 2, data mining server 3, visualization server 4 are connected by wired or wireless network in turn with display terminal 5, and visualization model 4-1 is connected with scene visual module 4-3 with interactive controlling module 4-2 respectively by data-interface.
As shown in Figure 2, the present invention, for certain college student data visualisation system, sets up a kind of method of work of many scene interactivity data visualisation system, specifically comprises the following steps:
(1) be registered with all previous student information in certain university campus infosystem, comprise the student number of student, name, sex, native place and admission time etc.; Data acquisition module 1 gathers student information over the years by network from CWISs, and carries out pre-service to raw information and be converted into standard data format; By RS232, RS485 communication serial ports or USB interface, the data of standard data format are transferred to database server 2;
(2) in database server 2 storage that the data received are written to database server 2 and backup area, and the management of data is carried out by the data management software MS SQL Server in database server 2, set up " student information " database, send data to data mining server 3 simultaneously;
(3) data mining server 3 obtains student number, name, sex, the information such as native place and admission time of all students from " student information " database of database server 2.
Because all previous student information of each school is numerous, student data amount is generally at hundreds thousand of order of magnitude, wherein native place and admission year information easily lack, in order to prevent the native place of partial students or admission, year information is imperfect has an impact to data visual analyzing result, filters out incomplete student information.Student information data form simultaneously due to different times registration is different, is converted to consolidation form respectively: native place information to native place, sex and the data in admission time, the unified above administrative division code in county and county being converted to State Statistics Bureau and announcing; Gender information, the unified form being converted to " male " and " female "; The admission time, unified time in the Christian era form being converted to 4-digit number.
By SSIS (SQL Server Integration Services) instrument, classified statistics are carried out to the student data after all filtrations and conversion, the student number of student and name are objects of statistics, native place, sex, admission time are statistics keyword, set up based on the native place of student number name, sex and the statistics respectively in admission time successively, each group statistics sets up data model, respectively as the theme of visual analyzing above; Data after data model process are sent to visualization server 4.
Further, add up for the native place based on student number name, with the student number of the student in each province and name for objects of statistics, carry out the sex based on student number name and the statistics respectively in admission time in each province; Add up for the sex based on student number name, with the student number of the student under each sex and name for objects of statistics, carry out the native place based on student number name under each sex and the statistics respectively in admission time; Add up for the admission time based on student number name, with the student number of student of each admission time and name for objects of statistics, carry out each admission native place based on student number name of time and statistics respectively of sex;
(4) in visualization server 4, visualization model 4-1 is according to the integrated Visual Chart control result of scene visual design module 4-3, multiple data models after process are converted into visual image, scene visual module 4-3 builds Visual Scene Behaviour theme, the interactive controlling module 4-2 of scene drive, set up the interlock of interactive operation and visual image, realize the conversion of Data View;
(5) result after process is sent to display terminal 5 and shows by visualization server 4.
The course of work of the visualization server of step (4) described above is further comprising the steps of:
A) build Visual Scene by scene visual module 4-3: the keyword of scene visual module 4-3 by extracting, utilize routine call chart control to set up Visual Scene, scene visual module 4-3, according to native place keyword, sets up map scene; The cartoon scene of the male sex, women is set up, according to admission time keyword axle Time Created scene according to sex keyword;
B) scene drive controls: based on the map scene in native place as home court scape, and gender-based cartoon scene and the time shaft scene based on the admission time are secondary scene.Sex under each province is hiding scene with the native place under admission time scene, different sexes and enter a school time scene and the native place under each admission time and sex scene;
C) interactive operation and view linkage: on PC display screen, when inoperation, display home court scape, when setting left mouse button is clicked, map scene hop based on native place is the time shaft scene based on the admission time, when setting is clicked by mouse right button, the map scene hop based on native place is gender-based cartoon scene.
Further, mouse, when native place map scene stops, is jumped out message box, is shown the number of student in this province, and mouse, when native place map scene is double-clicked, jumps out message box, shows sex and admission time scene under this province.Mouse, when the cartoon scene of sex stops, is jumped out message box, is shown the number of student under this sex, and mouse, when the cartoon scene of sex is double-clicked, jumps out message box, shows native place and admission time scene under this sex.Mouse, when the time shaft scene in time of entering a school stops, is jumped out message box, is shown the number of student in this admission time, and mouse, when the time shaft scene in time of entering a school is double-clicked, is jumped out message box, shown sex and native place scene under this admission time;
When showing on the touchscreen, left mouse button is clicked by replacement of sliding left on the touchscreen, clicks by mouse right button by replacement of sliding on the touchscreen to the right, and mouse-over is by long by replacing on the touchscreen, and double mouse click is by double-clicking replacement on the touchscreen.
D) many visualization components are integrated represents: visual net result collective is sent to display terminal 5 and shows.
In addition to the implementation, the present invention can also have other embodiments, and all employings are equal to the technical scheme of replacement or equivalent transformation formation, all drop in the protection domain of the claims in the present invention.
Claims (9)
1. scene interactivity data visualisation system more than a kind, it is characterized in that, be made up of data acquisition module (1), database server (2), data mining server (3), visualization server (4) and display terminal (5); Wherein, described visualization server (4) is made up of visualization model (4-1), interactive controlling module (4-2) and scene visual module (4-3); Described data acquisition module (1), database server (2), data mining server (3), visualization server (4) are connected by wired or wireless network in turn with display terminal (5), and described visualization model (4-1) is connected with scene visual module (4-3) with interactive controlling module (4-2) respectively by data-interface.
2. one many scene interactivity data visualisation system according to claim 1, is characterized in that, described database server (2) is made up of jointly in network environment or multiple stage computing machine and database management system software.
3. one many scene interactivity data visualisation system according to claim 1, is characterized in that, described data mining server (3) is made up of jointly in network environment or multiple stage computing machine and Data Mining Tools software.
4. one many scene interactivity data visualisation system according to claim 2, is characterized in that, described database management system software adopts data management software MS SQL Server.
5. one many scene interactivity data visualisation system according to claim 3, is characterized in that, described Data Mining Tools software adopts the Enterprise Miner of SAS company.
6. one many scene interactivity data visualisation system according to claim 1, is characterized in that, described display terminal (5) is PC, mobile phone, panel computer, projection, touch-screen or mosaic screen.
7. a method of work for a kind of many scene interactivity data visualisation system according to claim 1, is characterized in that, specifically comprise the following steps:
1) data acquisition module (1) gathers raw data, and is accessible standard data format the raw data pre-service gathered; By RS232, RS485 communication serial ports or USB interface, the data of standard data format are transferred to database server 2;
2) in database server (2) storage that the data collected are written to database server (2) and backup area, and carry out data management by the data management software in database server (2), send data to data mining server 3 simultaneously;
3) because data volume is huge and data layout disunity, data mining server (3) obtains data from database server (2), filtration is carried out to data incomplete and prevents the analysis of interference visualization result, and keyword is organized in extraction more, according to keyword to residue partial data classification format conversion, and the relevance under setting up each keyword group between data, set up analysis data model respectively by Data Mining Tools; Data after unified data model are sent to visualization server (4);
4) in visualization server (4), visualization model (4-1) is according to the integrated Visual Chart control result of scene visual design module (4-3), be figure, form, animation by data transformations, scene visual module (4-3) builds Visual Scene Behaviour theme, the interactive controlling module (4-2) of scene drive, sets up the interaction relation of interactive operation and visual image;
5) visualization result is sent to display terminal (5) and shows by visualization server (4).
8. the method for work of a kind of many scene interactivity data visualisation system according to claim 7, is characterized in that, the course of work of the visualization server (4) of described step 4, further comprising the steps of:
A) Visual Scene is built by scene visual module (4-3): carry out historical search according to many groups keyword that data mining server (3) extracts, search the Visual Scene technique of expression that each group of keyword is corresponding, utilize the chart control in routine call scene visual module (4-3);
B) scene drive controls: after scene visual module (4-3) has built Visual Scene, make the process flow diagram of scene interactivity, first the home court scape occurred when determining inoperation and operation after occur secondary scene, and under major and minor scene by operation produce hiding scene;
C) interactive operation and view linkage: interactive controlling module (4-2) sets up the corresponding relation of interactive operation and visual image, the redirect condition of the corresponding a kind of visual image of the interactive operation method under each Visual Scene;
D) many visualization components are integrated represents: visualization server (4) the most at last visualization result collective is sent to display terminal (5) and shows.
9. the method for work of a kind of many scene interactivity data visualisation system according to claim 8, is characterized in that, described step c) interactive operation mode be that mouse floats, mouse click or many icons time coordination and response.
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