CN105488177A - Visual presentation method and system of data - Google Patents
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- CN105488177A CN105488177A CN201510861454.2A CN201510861454A CN105488177A CN 105488177 A CN105488177 A CN 105488177A CN 201510861454 A CN201510861454 A CN 201510861454A CN 105488177 A CN105488177 A CN 105488177A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/10—File systems; File servers
- G06F16/11—File system administration, e.g. details of archiving or snapshots
- G06F16/116—Details of conversion of file system types or formats
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/14—Digital output to display device ; Cooperation and interconnection of the display device with other functional units
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Abstract
The invention relates to a visual presentation method of data. The visual presentation method comprises the following steps: data access: accessing data to be processed, and utilizing a template in an input format template library to regulate the data to be processed into the data which conforms to an access format when the data to be processed does not conform to the access format; data storage; storing the data which conforms to the access format according to a rule in a data matching rule library; and visual presentation: according to a model in a visual presentation model library, displaying a calculation result. The invention also relates to a visualized presentation system of the data. The visual presentation system comprises a data acquisition unit, a data processing unit and a visual display unit.
Description
Technical field
The present invention relates to visualization technique field, particularly a kind of data visualization methods of exhibiting.The invention still further relates to the system that a kind of data visualization is shown.
Background technology
Along with popularizing of large concept data, increasing company or mechanism notice the importance of large data, but most company or mechanism are difficult to form the data analysis team with professional standards in a short time, or have enough costs to put in lasting data analysis.
The domestic specialty providing the mechanism of service, team and company to realize for data visualization is divided into two types for the service that data visualization presents at present: a kind of real specialized tools (such as BI system), and another is disposable customization design.
Specialized tools has and requires higher, data implication to need user oneself to think deeply for user's technology or professional ability and build, visually present the defect of not carrying out the aspects such as displaying aspect optimization, is unfavorable for that large data use on larger user scope; Disposable customization design limitations is larger, and content needs all by manual manufacture, although aesthetically even better, reusability is poor, maintainability is poor, systematization cannot use, cannot follow data variation in time and carry out sustainable analysis.
Summary of the invention
In view of this, the invention provides a kind of data visualization methods of exhibiting and system, by foolproof easy data cut-in method, utilize the computation model storehouse and visual presentation model bank constantly updated and optimize, by the data analysis originally carried out separately and visualization process simplification, systematization, centralization, reduce the data analysis of operating personnel and the visual professional requirement of art designing, provide simple to operate, the good and continuable Data Dynamic Visualization Service system of bandwagon effect.
According to a first aspect of the invention, the invention provides a kind of method that data visualization is shown, it comprises:
Data access, accesses pending data, when pending data do not meet access form, utilizes the template in input format template base to be adjusted to and meets the data accessing form;
Data store, and will meet the data of access form according to the rale store in Data Matching rule base;
Data calculate, and according to the model in data computation model storehouse, the data calling storage calculate; With
Visual presentation, according to the model display result of calculation in visual presentation model bank.
Preferably, described data access comprise that API, database are direct-connected, off-line files import in one or more.
Preferably, described data storage comprises interim storage and/or permanent storage.
In some embodiments of the invention, one or more in described input format template base, Data Matching rule base, data computation model storehouse and visual presentation model bank are stored on cloud server.
In other embodiment of the present invention, one or more in described input format template base, Data Matching rule base, data computation model storehouse and visual presentation model bank are off-line storehouse.
In some embodiments of the invention, described input format template base, Data Matching rule base, data computation model storehouse and visual presentation model bank are mutually corresponding in the mode of one-to-many.
In some embodiments of the invention, described input format template base, Data Matching rule base, data computation model storehouse and visual presentation model bank are mutually corresponding in the mode of multi-to-multi.
In some embodiments of the invention, method of the present invention comprises one or more functions realizing configuration data according to User Defined, distribute authority and arrange in ways of presentation.
In some embodiments of the invention, method of the present invention comprises and calls according to User Defined the part stored in data and carry out calculating and/or showing.
According to a second aspect of the invention, the invention provides a kind of data visualization display systems, comprising:
Data capture unit, obtains data;
The data of acquisition are stored according to matched rule by data processing unit, and the data utilizing data computation model to call storage calculate; With
Visual display unit, according to visual presentation model display result of calculation.
Preferably, described visual display unit also comprises configuration center, one or more functions of realize configuration data by User Defined, distributing authority and arranging in ways of presentation.
In certain embodiments of the present invention, when the data obtained do not meet the call format of data processing, be the data meeting form at data processing unit by the data point reuse not meeting form.
Preferably, described data processing unit comprises:
Model bank module, it comprises data computation model storehouse, input format template base, visual presentation model bank and Data Matching rule base;
Data memory module, it is according to the rule in described Data Matching rule base, stores the data that described data capture unit obtains, when the data obtained do not meet the call format of data processing, by the template in described input format template base, data are adjusted, then mate, store; With
Data computation module, it is according to the rule in described Data Matching rule base, calls corresponding data, utilizes the data computation model in described data computation model storehouse to calculate.
In certain embodiments of the present invention, utilize the configuration center of visual display unit can call by User Defined the part stored in data to carry out calculating and/or showing.
In certain embodiments of the present invention, the configuration center of visual display unit is utilized can be called the form of the input format template adjustment access data in input format template base by User Defined.
In certain embodiments of the present invention, described data capture unit can the various unit carrying out data importing such as, off-line files importing direct-connected for API, database.
According to the present invention, data computation model storehouse comprise can safeguard, extendible various types of computation model, by continuous expansion, support the different types of data analysis requirements of different purposes, thus decrease the demand of data analysis professional.Further, for various industry and the data computation model storehouse of type, the input format template base corresponding with above-mentioned various data computation model storehouse, the visual presentation model bank corresponding with above-mentioned various data computation model storehouse and this one-to-many of Data Matching rule base or multi-to-multi mutually corresponding.
At configuration center, only need after the data access of the interface that will access, database or other any types, the simple configuration data coupling rule of correspondence is by the data of input and data layout corresponding to computation model, without the need to professional technique basis, only need simply to use study course or training that any user can be allowed to use.
Inputted by simple data, concentrate and data are processed, carry out visual conversion and be presented on display terminal, simple to operate, bandwagon effect good, and can continue to carry out dynamic and visual display.
And the present invention can use existing data input cell, for different client terminal to customize data entry modes, fool data cut-in method need not be achieved.
Accompanying drawing explanation
Following accompanying drawing of the present invention in this as a part of the present invention for understanding the present invention.Shown in the drawings of embodiments of the invention and description thereof, be used for explaining principle of the present invention.In the accompanying drawings,
Fig. 1 is the block diagram of the System's composition schematically representing a kind of embodiment that the present invention relates to.
Fig. 2 is the workflow diagram of the system schematically representing the visual presentation using data of the present invention.
Embodiment
In the following description, a large amount of concrete details is given to provide more thorough understanding of the invention.But, it will be apparent to one skilled in the art that the present invention can be implemented without the need to these details one or more.In other example, in order to avoid obscuring with the present invention, technical characteristics more well known in the art are not described.
Term used herein
Dimension, dimension is that reflection is by the degree of data cutting in data research, such as daily cutting, by national cutting, by category cutting or certain set cutting etc. according to artificial regulation, data can be expressed more implication by the combination of dimension from different perspectives.
Data visual: combine data implication with one or more in a kind of figure, image, video, animation and audio frequency the mode carrying out presenting, with solving mass data content by tables of data in the problem being difficult to now understand and understand.
Dynamic and visual: make visualized data along with the different real-time change of input data, by current form and the change of the real-time demonstrating data of Dynamic Acquisition data.
The formation of data visualization display systems of the present invention is described below in conjunction with accompanying drawing 1.
Fig. 1 is the block diagram of the System's composition schematically representing a kind of embodiment that the present invention relates to.
As shown in Figure 1, data visualization display systems 1 (hereinafter referred to as system 1) processes data so that at the enterprising Mobile state visual presentation of display terminal.
System 1 formation comprises: data capture unit 100, data processing unit 200, visual display unit 300.
Data capture unit 100 can adopt the multiple methods such as API, database are direct-connected, off-line files importing to carry out data importing, also can be obtained by the active acquisition of online data.That is, for present widely used various terminal device, such as server, cell-phone customer terminal etc., adopt conventional data importing mode to obtain data, thus realize simple foolproof data importing, for the independent setting device of data access or manpower need not be consumed.
Data processing unit 200 processes the data obtained from data capture unit 100.Specifically, data processing unit 200 formation comprises: model bank module 201, data memory module 202, data computation module 203.
Model bank module 201, it comprises the data computation model storehouse 201a for various industry and type, input format template base 201b, Data Matching rule base 201c, visual presentation model bank 201d.
Data computation model storehouse 201a comprises the data analysis of the professionals such as data analysis expert to a large amount of different business direction and finds out wherein mass data rule and the various data models set up.Thus reduce the total cost being studied data in a certain respect by single mechanism or repeating groups group-organizing team of enterprise.Further, data computation model storehouse 201a, by constantly expanding, supports the different types of data analysis requirements of different purposes.
But, also can omit model bank, set up computation model or designing and calculating rule replacement model bank by user oneself or by expert data analyst in this locality.
Input format template base 201b, to the data not meeting access form, utilizes the template in input format template base to be adjusted to and meets the data accessing form, to store data according to the rule in Data Matching rule base 201c.User only needs data or data-interface to access, thus reduces operation easier and cost of labor.
Data Matching rule base 201c, formulates the matched rule between each data dimension, on the one hand, rule is utilized to store the data meeting access form, on the other hand, call storage data according to matched rule, utilize the computation model in data computation model storehouse 201a to calculate.
Visual presentation model bank 201d, defines Various types of data and shows model, for setting up special data visualization design for various model, for the result of calculation of visual presentation input data.
The data obtained in data capture unit 100 are regularly stored according to the rule in Data Matching rule base 201c the access data meeting access form by data memory module 202.Storage can be divided into interim storage and/or permanent storage.
Data computation module 203, according to the rule in Data Matching rule base 201c, the storage data of calling data memory module 202 kinds, utilize the model in the data computation model storehouse 201a in model bank module 201 to calculate.
Visual display unit 300, is the part of being checked the effect of visualization of result of calculation by the mode of client or browser access webpage, also mainly comprises two parts, visual presentation module 301 and configuration center 302.
Visual presentation module 301 utilizes the result of calculation of data computation module 203, calls the model in visual presentation model bank 201d, and display terminal carries out display data conclusion dynamic and visual.
Configuration center 302, can allow the interface of the visual display of User Defined, for carrying out simple configuration data, distributing authority, arranging ways of presentation etc., allow user select to need the dimension of demonstrating data by configuration center, select to need visual presentation effect and the displaying pattern of checking data.For configuration center 302, only need after the data access of the interface that will access, database or other any types, the simple configuration data coupling rule of correspondence is by the data of input and data layout corresponding to computation model, without the need to professional technique basis, only need simply to use study course or training that any user can be allowed to use.
By configuration center 302, user can select the scope chosen voluntarily and need visual data, and system just can be transferred corresponding data and calculate, if there is the result stored, just can directly show, convenient very flexibly.Such as user provides the data of a year, and except displaying is according to except the result of the data calculating of 1 year, user intercepts the data of arbitrary period in a year, can show result of calculation.And, along with the access of follow-up data, the result upgraded can be obtained constantly.
Next, with reference to Fig. 2, the workflow using data visualization display systems of the present invention is described.
First, obtain data from user, namely carry out data access in step S101, utilize data capture unit 100 to obtain data.Such as use the modes such as API, database are direct-connected, off-line files importing, foolly simply by data access in system;
Fetch down, judge whether obtain data meets data access form, to the data not meeting access form, utilize template in input format template base 201b to be adjusted to and meet the data accessing form, to the data meeting access form, carry out data storage in step s 102 according to the rule in Data Matching rule base 201c.
Then, in step s 103 the data stored through step S102 are calculated, according to the rule in the Data Matching rule base 201c in system, call the data stored, the model in model bank module 201 in defined good data computation model storehouse 201a is utilized to calculate, to the dimension of the data representing meaning be had to depict, and carry out assembled classification, draw data conclusion.
Then, visual presentation is carried out in step S104, according to the rule in Data Matching rule base 201c, call the data conclusion obtained through step S103, utilize the model in visual presentation model bank 201d, requirement is selected to be shown on display terminal by visual presentation module 301 or user in the displaying that configuration center is made, the display devices such as such as display, mobile phone, TV.The substrate interface utilizing visual presentation module 301 to provide visual display data conclusion, be applicable to reducing the cost of manufacture of interface display, and give user and do the custom feature configured at configuration center, giving user more feels flexibly, easy and simple to handle, reduce use cost again.
Final visual presentation result of the present invention, can change along with the continuous change of access data, realize a kind of dynamic visual display effect, use this cover system, can continue to carry out dynamic and visual displaying to mass data on very low cost basis.
The all or part of step that one of ordinary skill in the art will appreciate that in said method is carried out instruction related hardware by program and is completed, and described program can be stored in computer-readable recording medium, as ROM (read-only memory), disk or CD etc.Alternatively, all or part of step of above-described embodiment also can use one or more integrated circuit to realize.Correspondingly, each module/unit in above-described embodiment can adopt the form of hardware to realize, and the form of software function module also can be adopted to realize.The application is not restricted to the combination of the hardware and software of any particular form.
The present invention is illustrated by above-described embodiment, but should be understood that, above-described embodiment just for the object of illustrating and illustrate, and is not intended to the present invention to be limited in described scope of embodiments.In addition it will be appreciated by persons skilled in the art that the present invention is not limited to above-described embodiment, more kinds of variants and modifications can also be made according to instruction of the present invention, within these variants and modifications all drop on the present invention's scope required for protection.Protection scope of the present invention defined by the appended claims and equivalent scope thereof.
Claims (10)
1. a method for data visualization displaying, comprising:
Data access, accesses pending data, when pending data do not meet access form, utilizes the template in input format template base to be adjusted to and meets the data accessing form;
Data store, and will meet the data of access form according to the rale store in Data Matching rule base;
Data calculate, and according to the model in data computation model storehouse, the data calling storage calculate; With
Visual presentation, according to the model display result of calculation in visual presentation model bank.
2. method according to claim 1, wherein said data access comprises that API, database are direct-connected, off-line files import in one or more.
3. method according to claim 1, wherein said data storage comprises interim storage and/or permanent storage.
4. method according to claim 1, one or more in wherein said input format template base, Data Matching rule base, data computation model storehouse and visual presentation model bank are stored on cloud server, or are off-line storehouse.
5. method according to claim 1, wherein said input format template base, Data Matching rule base, data computation model storehouse and visual presentation model bank are mutually corresponding in the mode of one-to-many or multi-to-multi.
6. method according to claim 1, it also comprises one or more functions realizing configuration data according to User Defined, distribute authority and arrange in ways of presentation.
7. method according to claim 1, it also comprises the part called in storage data according to User Defined and carries out calculating and/or showing.
8. a data visualization display systems, comprising:
Data capture unit, obtains data;
The data of acquisition are stored according to matched rule by data processing unit, and the data utilizing data computation model to call storage calculate; And
Visual display unit, according to visual presentation model display result of calculation.
9. system according to claim 8, is characterized in that, described data processing unit comprises:
Model bank module, it comprises data computation model storehouse, input format template base, Data Matching rule base and visual presentation model bank;
Data memory module, it is according to the rule in described Data Matching rule base, stores the data of described data capture unit access, when the data accessed do not meet the call format of data processing, by the template in described input format template base, data are adjusted, then mate, store; With
Data computation module, it is according to the rule in described Data Matching rule base, calls corresponding data, utilizes the data computation model in described data computation model storehouse to calculate.
10. system according to claim 8 or claim 9, it is characterized in that, described visual display unit also comprises configuration center, one or more functions of realize configuration data by User Defined, distributing authority and arranging in ways of presentation.
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| CN107291885A (en) * | 2017-06-21 | 2017-10-24 | 南京邮电大学 | A kind of big data visualization system and its control method based on man-machine interaction |
| CN107317725A (en) * | 2017-06-14 | 2017-11-03 | 物链（北京）科技有限公司 | The method for visualizing and system of a kind of block chain |
| CN107451195A (en) * | 2017-07-03 | 2017-12-08 | 三峡大学 | One kind is based on the visual war game simulation system of big data |
| CN108389027A (en) * | 2017-12-30 | 2018-08-10 | 北京航天智造科技发展有限公司 | A kind of APP application development systems towards industry |
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| CN109582837A (en) * | 2018-11-30 | 2019-04-05 | 长城计算机软件与系统有限公司 | A kind of visualized data processing method based on cloud and system |
| CN110020016A (en) * | 2017-10-31 | 2019-07-16 | 北京国双科技有限公司 | Data visualization methods of exhibiting and device |
| CN110673817A (en) * | 2019-10-09 | 2020-01-10 | 四川博文讯通科技有限公司 | Visual comprehensive exhibition platform |
| CN111177251A (en) * | 2020-01-16 | 2020-05-19 | 创意信息技术股份有限公司 | Data visualization display platform |
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| CN106326482A (en) * | 2016-08-31 | 2017-01-11 | 江苏中威科技软件系统有限公司 | System of visualized big data collection and analysis and file conversion and method thereof |
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| CN107291885A (en) * | 2017-06-21 | 2017-10-24 | 南京邮电大学 | A kind of big data visualization system and its control method based on man-machine interaction |
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| CN110673817A (en) * | 2019-10-09 | 2020-01-10 | 四川博文讯通科技有限公司 | Visual comprehensive exhibition platform |
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