CN105930526B - The visible processing method and device of data - Google Patents
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Abstract
The present invention provides the visible processing method and device of a kind of data, and wherein method includes: acquisition multi-group data, and includes the ordering relation between at least two objects and object in every group of data；It is point by each object definition, and according to the directed edge between the ordering relation defining point between object；To each point distribution display mark, and determine the weight order of each point；To every directed edge distribution display mark, and determine the display width of every directed edge；It is identified according to the display of each point, the display mark of every directed edge, the weight order of each point and the display width of every directed edge, production Methods view is to show the relationship between all objects and object for participating in sequence.The visible processing method and device of data of the invention can intuitively show the relationship between ranked object and each object.
Description
Technical field
The present invention relates to the visible processing methods and device of big data field more particularly to a kind of data.
Background technique
The visualization processing of data can make user more intuitively understand the relationship between data point and data point.
The visible processing method of one good data can be shown well data, allow user clear, legibly
Understand the complex relationship and rule between data point and data point.
It, cannot the intuitively row of displaying currently, there is no for there are the visible processing method of the data of ordering relation
Ordered pair as and each object between relationship.
Summary of the invention
The technical problem to be solved in the present invention is to provide a kind of visible processing method of data and devices, sort to existing
The diagram data of relationship is handled, intuitively to show the relationship between ranked object and each object.
In order to solve the above technical problems, technical solution provided by the invention are as follows:
On the one hand, the present invention provides a kind of visible processing method of data, comprising: obtains multi-group data, and every group of number
Including the ordering relation between at least two objects and object in；It is point by each object definition, and according to the sequence between object
Directed edge between contextual definition point；To each point distribution display mark, and determine the weight order of each point；It is oriented to every
Side distribution display mark, and determine the display width of every directed edge；Identified according to the display of each point, every directed edge it is aobvious
Indicating is known, the weight order of each point and the display width of every directed edge, and production Methods view is to show that all participation are arranged
Relationship between the object and object of sequence.
It further, is point by each object definition, and according to the directed edge between the ordering relation defining point between object,
It include: by each object definition in every group of data is point, and according to the directed edge between the ordering relation defining point between object；
To each point distribution display mark, comprising: merge the point of the same object in each group of data, and aobvious for the point distribution after merging
Indicating is known；To every directed edge distribution display mark, and determine the display width of every directed edge, comprising: will be in each group of data
Identical directed edge merge, and to merge after directed edge distribution display mark；By counting the merging number of directed edge, really
The display width of directed edge after fixed merging；Determine the weight order of each point, comprising: according to the directed edge after merging, determine
The weight order of point after each merging, and the point after each merging is ranked up according to weight order.
It further, is point by each object definition, and according to the directed edge between the ordering relation defining point between object,
Include: by the identical object definition in each group of data be a point, and by each group of data identical ordering relation define
For a directed edge；Determine the display width of every directed edge, comprising: pass through the identical ordering relation in statistics each group of data
Number of repetition, determine the display width of each directed edge；Determine the weight order of each point, comprising: according to directed edge, determine
The weight order of each point, and each point is ranked up according to weight order.
Further, display mark includes color.
Further, the calculation of the weight order of each point is, starting point be all directed edges of the point width it
With the sum of the width divided by all directed edges that beginning or end is the point.
Further, further includes: according to the weight order of each point, determine display surface of each point in relational view
Product.
On the other hand, the present invention also provides a kind of visualization processing devices of data, comprising: data capture unit: is used for
Multi-group data is obtained, and includes the ordering relation between at least two objects and object in every group of data；Data structured unit: it uses
In being point by each object definition, and according to the directed edge between the ordering relation defining point between object；Point processing unit: it is used for
To each point distribution display mark, and determine the weight order of each point；Side processing unit: for aobvious to every directed edge distribution
Indicating is known, and determines the display width of every directed edge；Relational view generation unit: for being identified according to the display of each point,
The display mark of every directed edge, the weight order of each point and the display width of every directed edge, production Methods view with
Show the relationship between all objects and object for participating in sequence.
Further, display mark includes color.
Further, the calculation of the weight order of each point is, starting point be all directed edges of the point width it
With the sum of the width divided by all directed edges that beginning or end is the point.
Further, according to the weight order of each point, display area of each point in relational view is determined.
The visible processing method and device of data provided by the invention obtain the multiple groups number about ordering scenario between object
According to, and including the ordering relation between at least two objects and object in every group of data；It is again point by each object definition, and according to
The directed edge between ordering relation defining point between object, for example, include first in a certain group of data, second, the third three objects, with
And the ordering relation between these three objects are as follows: first first place, second second place, the third third, later again by first, second, third is fixed respectively
Justice is three points, and respectively between first and second, and three sides are defined between second third and between first third；To each point distribution display mark
Know, and determines the weight order of each point；To every directed edge distribution display mark, and determine that the display of every directed edge is wide
Degree；Further according to the display mark of each point, the display mark of every directed edge, the weight order and every directed edge of each point
Display width, production Methods view with show it is all participate in sequence objects and object between relationships.
The visible processing method and device of data provided by the invention can intuitively show ranked object and each right
As relationship.
Detailed description of the invention
Fig. 1 is a kind of flow chart of the visible processing method of data provided by the invention；
Fig. 2 is a kind of block diagram of the visualization processing device of data provided by the invention.
Specific embodiment
Present invention will be further explained by specific examples below, it should be understood, however, that, these embodiments are only
It is used, is but should not be understood as present invention is limited in any form for specifically describing in more detail.
Embodiment one
In conjunction with Fig. 1, the visible processing method of data provided in this embodiment, comprising:
Step S1: obtaining multi-group data, and includes the ordering relation between at least two objects and object in every group of data；
Step S2: being point by each object definition, and according to the directed edge between the ordering relation defining point between object；
Step S3: to each point distribution display mark, and the weight order of each point is determined；
Step S4: to every directed edge distribution display mark, and the display width of every directed edge is determined；
Step S5: identifying according to the display of each point, the display mark of every directed edge, the weight order of each point and
The display width of every directed edge, production Methods view is to show the relationship between all objects and object for participating in sequence.
The visible processing method of data provided in an embodiment of the present invention obtains the multiple groups number about ordering scenario between object
According to, and including the ordering relation between at least two objects and object in every group of data；It is again point by each object definition, and according to
The directed edge between ordering relation defining point between object, for example, include first in a certain group of data, second, the third three objects, with
And the ordering relation between these three objects is first first place, second second place, the third third, later again by first, second, third defines respectively
For three points, and respectively between first and second, three sides are defined between second third and between first third；To each point distribution display mark
Know, and determines the weight order of each point；To every directed edge distribution display mark, and determine that the display of every directed edge is wide
Degree；It is identified according to the display of each point, the display mark of every directed edge, the weight order of each point and every directed edge
Display width, production Methods view is to show the relationship between all objects and object for participating in sequence.
The visible processing method of data provided in an embodiment of the present invention can intuitively show ranked object and each right
As relationship.
Embodiment two
It is point by each object definition, and according to oriented between the ordering relation defining point between object in the present embodiment
Side, comprising: by each object definition in every group of data be point, and according to oriented between the ordering relation defining point between object
Side；Display mark is distributed to each point, comprising: the point of the same object in each group of data is merged, and is the point minute after merging
It is identified with display；To every directed edge distribution display mark, and determine the display width of every directed edge, comprising: by each group number
Identical directed edge in merges, and to the directed edge distribution display mark after merging；By the merging time for counting directed edge
Number determines the display width of the directed edge after merging；Determine the weight order of each point, comprising: according to the directed edge after merging,
The weight order of point after determining each merging, and the point after each merging is ranked up according to weight order.
The visible processing method of data provided in an embodiment of the present invention, for the object in need being ranked up, note
The ordering scenario between object is recorded, to obtain multi-group data, and between corresponding at least two objects of one group of data and object
Ordering relation, then again by each object definition in every group of data be point, and according to the ordering relation defining point between object it
Between directed edge.
Preferably, ordering relation can be relationship between success and failure, at this point, including two objects in every group of data, one is to win
Object, another one are the vanquished object.
It is further preferred that the starting point of directed edge is triumph object, terminal is the vanquished object.
Furthermore it should be noted that ordering relation is also possible to ranking, specifically without limitation.
Then the identical point in each group of data is merged into a point, and is identified to the point distribution display after merging,
That is the quantity of the point after merging will be equal with the object sum for participating in sequence, in addition, the corresponding distribution of the point after a merging
One display mark, its role is to can clearly be distinguished to point, more intuitively；It again will be identical in each group of data
Directed edge merges into a line, and to the directed edge distribution display mark after merging, for example, for the first and second of participating in sequence,
In five wheel comparisons, three-wheel is all that first victory second is negative for they, then just corresponding to, to will appear three groups of data be all that first victory second is negative,
That is being first there are three starting points and terminal is the directed edge of second, this three directed edges can be merged at this time to obtain
Directed edge after must merging.
In addition, by the merging number of statistics directed edge, the display width of the directed edge after being merged, for example, oriented
While n times are incorporated, then, the directed edge after merging then corresponds to the display width of N+1 unit, furthermore it should be noted that right
Need combined directed edge in no, then it is assumed that the directed edge incorporates zero degree, corresponding to merging after directed edge it is corresponding
The display width of one unit.
Later, according to the directed edge after merging, the weight order of the point after determining each merging, and according to weight order pair
Point after each merging is ranked up.
Finally, the display further according to object-point identifies, the display of the directed edge after merging is identified, the directed edge after merging
Display width and sequencing information, production Methods view is to show the relationship between all objects and object for participating in sequence.
Preferably, display mark includes color.Specifically, the point after each merging is using color as display mark.It is right
Each point is distinguished using color, and a point corresponds to a kind of color, can so make user intuitively understand very much each
The state of point corresponding to object.
More specifically, the directed edge after every merging is using color as display mark.It is oriented after merging to every
While being distinguished using color, the directed edge after a merging corresponds to a kind of color, since the directed edge after merging all corresponds to
With certain width, width and color are simultaneously helped, and can increase the effect of visualization of diagram data, intuitive is more preferably.
More specifically, the directed edge after every merging carries out display mark using the color of starting point.That is, merging
The color of directed edge afterwards and the solid colour of starting point.For example, they are in five wheels for participation sequence to weevil and object second
In comparison, three-wheel is all that first victory second is negative, then just corresponding to, to will appear three groups of data be all that first victory second is negative, that is to say, that is deposited
In three starting points be to weevil and terminal is the directed edge of object second, can be merged this three directed edges at this time to obtain
Directed edge after merging, and for the directed edge after the merging, the present embodiment will be assigned to it with to the identical color of weevil.This
The method of implementation carries out display mark to the directed edge after merging using the color of starting point, on the one hand can be more easier to distinguish
Triumph side, on the other hand, since the directed edge after merging also has a width information, color and width simultaneously help, and enable to user
Visually to certain an object the case where, has a rough concept.
Preferably, the calculation of the weight order of each point is, starting point be the sum of width of directed edge of the point divided by
Beginning or end is the sum of the width of all directed edges of the point.For example, starting point is the directed edge after the merging of the first for first
Having two, (such as the first side, the second side, and the width on the first side are 2, and the width on the second side is that 3), and terminal is the merging of first
Directed edge afterwards have three (for example, third side, the 4th side, the 5th side, and the width on third side are 2, the width on the 4th side is 1,
The width on the 5th side be 4), then for point corresponding to first, weight order the calculation are as follows: (width+the second on the first side
While width)/(width+the second when first while width+third while width+the four while width+the five while width),
That is, at this point, first weight order are as follows: (2+3)/(2+3+2+1+4)=5/12.
Further, according to the weight order of each point, display area of each point in relational view is determined.This implementation
In example, display area of the bigger point of weight order in relational view is bigger, passes through different displays to different display points
Area is shown, can find out ordering scenario at a glance, more intuitively.
Embodiment three
It is point by each object definition, and according to oriented between the ordering relation defining point between object in the present embodiment
Side, comprising: by the identical object definition in each group of data be a point, and the identical ordering relation in each group of data determined
Justice is a directed edge；Determine the display width of every directed edge, comprising: close by the identical sequence in statistics each group of data
The number of repetition of system determines the display width of each directed edge；Determine the weight order of each point, comprising: according to directed edge, really
The weight order of fixed each point, and each point is ranked up according to weight order.
The present embodiment place different from embodiment two is that the present embodiment is first by the identical object in each group of data
And the ordering relation between identical object merges, and carries out structuring processing to data again later.
The visible processing method of the data of the present embodiment obtains multi-group data, and includes at least two in every group of data
Ordering relation between object and object；Count the number of repetition of the identical ordering relation in each group of data；It will be in each group of data
Identical object definition be a point, and to point distribution display mark；By the identical ordering relation definition in each group of data
For a directed edge, and give directed edge distribution display mark；According to the number of repetition of identical ordering relation, directed edge is determined
Display width；According to directed edge, the weight order of each point is determined, and each point is ranked up according to weight order；According to
The display mark of point, the display mark of directed edge, the display width and weight order of directed edge, production Methods view is with aobvious
Show the relationship between all objects and object for participating in sequence.
Preferably, ordering relation can be relationship between success and failure, at this point, including two objects in every group of data, one is to win
Object, another one are the vanquished object.
It is further preferred that the starting point of directed edge is triumph object, terminal is the vanquished object.
Preferably, display mark includes color.Specifically, the point after each merging is using color as display mark.It is right
Each point is distinguished using color, and a point corresponds to a kind of color, can so make user intuitively understand very much each
The state of point corresponding to object.
More specifically, every directed edge is using color as display mark.Area is carried out using color to every directed edge
Point, a directed edge corresponds to a kind of color, and since directed edge is all corresponded to certain width, width and color are simultaneously helped, can
To increase the effect of visualization of diagram data, intuitive is more preferably.
More specifically, every directed edge carries out display mark using the color of starting point.That is, the color of directed edge
With the solid colour of starting point.The method of this implementation carries out display mark to directed edge using the color of starting point, on the one hand can be more
Add and be easy to distinguish triumph side, on the other hand, since directed edge also has a width information, color and width simultaneously help, and enable to
User visually to certain an object the case where have a rough concept.
Preferably, the calculation of the weight order of each point is, starting point be the sum of width of directed edge of the point divided by
Beginning or end is the sum of the width of all directed edges of the point.For example, starting point is that the directed edge of the first has two for first
(such as the first side, the second side, and the width on the first side are 2, and the width on the second side is that 3), and terminal is that the directed edge of first has three
(for example, third side, the 4th side, the 5th side, and the width on third side are 2, the width on the 4th side is 1 to item, and the width on the 5th side is
4), then for point corresponding to first, weight order calculation are as follows: (first while width+the second while width)/(
The width+the second on one side while width+third while width+the four while width+the five while width), that is, at this point, first arrange
Sequence weight are as follows: (2+3)/(2+3+2+1+4)=5/12.
Further, according to the weight order of each point, display area of each point in relational view is determined.This implementation
In example, display area of the bigger point of weight order in relational view is bigger, passes through different displays to different display points
Area is shown, can find out ordering scenario at a glance, more intuitively.
Furthermore it should be noted that ordering relation is also possible to ranking, specifically without limitation.
Example IV
In conjunction with Fig. 2, the visualization processing device of the data of the present embodiment includes:
Data capture unit 1: including between at least two objects and object for obtaining multi-group data, and in every group of data
Ordering relation；
Data structured unit 2: for by each object definition be point, and according to the ordering relation defining point between object it
Between directed edge；
Point processing unit 3: for showing mark to each point distribution, and the weight order of each point is determined；
Side processing unit 4: for identifying to every directed edge distribution display, and the display width of every directed edge is determined；
Relational view generation unit 5: for being identified according to the display of each point, the display mark of every directed edge, each
Point weight order and every directed edge display width, production Methods view with show it is all participate in sequence objects and
Relationship between object.
The visualization processing device of data provided in an embodiment of the present invention obtains the multiple groups number about ordering scenario between object
According to, and including the ordering relation between at least two objects and object in every group of data；It is again point by each object definition, and according to
The directed edge between ordering relation defining point between object, for example, include first in a certain group of data, second, the third three objects, with
And the ordering relation between these three objects is first first place, second second place, the third third, later again by first, second, third defines respectively
For three points, and respectively between first and second, three sides are defined between second third and between first third；To each point distribution display mark
Know, and determines the weight order of each point；To every directed edge distribution display mark, and determine that the display of every directed edge is wide
Degree；It is identified according to the display of each point, the display mark of every directed edge, the weight order of each point and every directed edge
Display width, production Methods view is to show the relationship between all objects and object for participating in sequence.
The visualization processing device of data provided in an embodiment of the present invention can intuitively show ranked object and each right
As relationship.
Preferably, ordering relation can be relationship between success and failure, at this point, including two objects in every group of data, one is to win
Object, another one are the vanquished object.
It is further preferred that the starting point of directed edge is triumph object, terminal is the vanquished object.
Preferably, display mark includes color.Specifically, the point after each merging is using color as display mark.It is right
Each point is distinguished using color, and a point corresponds to a kind of color, can so make user intuitively understand very much each
The state of point corresponding to object.
More specifically, every directed edge is using color as display mark.Area is carried out using color to every directed edge
Point, a directed edge corresponds to a kind of color, and since directed edge is all corresponded to certain width, width and color are simultaneously helped, can
To increase the effect of visualization of diagram data, intuitive is more preferably.
More specifically, every directed edge carries out display mark using the color of starting point.That is, the color of directed edge
With the solid colour of starting point.The color using starting point of this implementation carries out display mark to directed edge, on the one hand can more hold
Triumph side easily is distinguished, on the other hand, since directed edge also has a width information, color and width simultaneously help, and enable to user
Visually to certain an object the case where, has a rough concept.
Preferably, the calculation of the weight order of each point is, starting point be the sum of width of directed edge of the point divided by
Beginning or end is the sum of the width of all directed edges of the point.For example, starting point is that the directed edge of the first has two for first
(such as the first side, the second side, and the width on the first side are 2, and the width on the second side is that 3), and terminal is that the directed edge of first has three
(for example, third side, the 4th side, the 5th side, and the width on third side are 2, the width on the 4th side is 1 to item, and the width on the 5th side is
4), then for point corresponding to first, weight order calculation are as follows: (first while width+the second while width)/(
The width+the second on one side while width+third while width+the four while width+the five while width), that is, at this point, first arrange
Sequence weight are as follows: (2+3)/(2+3+2+1+4)=5/12.
Further, according to the weight order of each point, display area of each point in relational view is determined.This implementation
In example, display area of the bigger point of weight order in relational view is bigger, passes through different displays to different display points
Area is shown, can find out ordering scenario at a glance, more intuitively.
Furthermore it should be noted that ordering relation is also possible to ranking, specifically without limitation.
Although present invention has been a degree of descriptions, it will be apparent that, do not departing from the spirit and scope of the present invention
Under the conditions of, the appropriate variation of each condition can be carried out.It is appreciated that the present invention is not limited to the embodiments, and it is attributed to right
It is required that range comprising the equivalent replacement of each factor.
Claims (7)
1. a kind of visible processing method of data characterized by comprising
Multi-group data is obtained, and includes the ordering relation between at least two objects and object in every group of data；
It is point by each object definition, and the directed edge between the point is defined according to the ordering relation between the object；
To each point distribution display mark, and determine the weight order of each point；
Display mark is distributed to every directed edge, and determines the display width of every directed edge；
Identified according to the display of each point, the display of every directed edge mark, the weight order of each point with
And the display width of every directed edge, production Methods view is to show the pass between all objects and object for participating in sequence
System；
The calculation of the weight order of each point is, starting point is the sum of width of all directed edges of the point divided by rising
Point or terminal are the sum of the width of all directed edges of the point；
Described by each object definition is point, and is defined according to the ordering relation between the object oriented between the point
Side, comprising: by each object definition in every group of data be point, and according between the object ordering relation define
Directed edge between the point；
It is described to be identified to each point distribution display, comprising: to merge the point of the same object in each group of data, and to merge
Point distribution display mark afterwards；
It is described to give every directed edge distribution display mark, and determine the display width of every directed edge, comprising: it will be each
Identical directed edge in group data merges, and to the directed edge distribution display mark after merging；By counting the directed edge
Merging number, the display width of the directed edge after determining the merging；
The weight order of determination each point, comprising: according to the directed edge after the merging, determine each merging
The weight order of point afterwards, and the point after each merging is ranked up according to the weight order.
2. the visible processing method of data according to claim 1, which is characterized in that
Described by each object definition is point, and is defined according to the ordering relation between the object oriented between the point
Side, comprising: by the identical object definition in each group of data be a point, and the identical ordering relation in each group of data determined
Justice is a directed edge；
The display width of determination every directed edge, comprising: pass through the identical ordering relation in statistics each group of data
Number of repetition, determine the display width of each directed edge；
The weight order of determination each point, comprising: according to the directed edge, determine the sequence power of each point
Weight, and each point is ranked up according to the weight order.
3. the visible processing method of data according to any one of claim 1 to 2, which is characterized in that the display
Mark includes color.
4. the visible processing method of data according to claim 3, which is characterized in that further include:
According to the weight order of each point, display area of each point in the relational view is determined.
5. a kind of visualization processing device of data characterized by comprising
Data capture unit: for obtaining multi-group data, and including the sequence between at least two objects and object in every group of data
Relationship；
Data structured unit: it for being point by each object definition, and is defined according to the ordering relation between the object
Directed edge between the point；
Point processing unit: for showing mark to each point distribution, and the weight order of each point is determined；
Side processing unit: for distributing display mark to every directed edge, and determine that the display of every directed edge is wide
Degree；
Relational view generation unit: for being identified according to the display of each point, the display mark of every directed edge, institute
The weight order of each point and the display width of every directed edge are stated, production Methods view is to show that all participation are sorted
Object and object between relationship；
The calculation of the weight order of each point is, starting point is the sum of width of all directed edges of the point divided by rising
Point or terminal are the sum of the width of all directed edges of the point；
Described by each object definition is point, and is defined according to the ordering relation between the object oriented between the point
Side, comprising: by each object definition in every group of data be point, and according between the object ordering relation define
Directed edge between the point；
It is described to be identified to each point distribution display, comprising: to merge the point of the same object in each group of data, and to merge
Point distribution display mark afterwards；
It is described to give every directed edge distribution display mark, and determine the display width of every directed edge, comprising: it will be each
Identical directed edge in group data merges, and to the directed edge distribution display mark after merging；By counting the directed edge
Merging number, the display width of the directed edge after determining the merging；
The weight order of determination each point, comprising: according to the directed edge after the merging, determine each merging
The weight order of point afterwards, and the point after each merging is ranked up according to the weight order.
6. the visualization processing device of data according to claim 5, which is characterized in that the display mark includes face
Color.
7. the visualization processing device of data according to claim 5, which is characterized in that according to the sequence of each point
Weight determines display area of each point in the relational view.
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|---|---|---|---|---|
| CN102169412A (en) * | 2011-03-31 | 2011-08-31 | 北京清大高科系统控制有限公司 | Real-time three-dimensional visual system of power grid |
| CN102609817A (en) * | 2012-02-14 | 2012-07-25 | 北京久其软件股份有限公司 | Display method and display device for enterprise data |
| CN103853739A (en) * | 2012-11-29 | 2014-06-11 | 中国移动通信集团公司 | Dynamic social relation network community evolution identification and stable community extracting method |
| CN105229617A (en) * | 2013-05-21 | 2016-01-06 | 肯赛里克斯公司 | For the chart of navigation application code |
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2016
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Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102169412A (en) * | 2011-03-31 | 2011-08-31 | 北京清大高科系统控制有限公司 | Real-time three-dimensional visual system of power grid |
| CN102609817A (en) * | 2012-02-14 | 2012-07-25 | 北京久其软件股份有限公司 | Display method and display device for enterprise data |
| CN103853739A (en) * | 2012-11-29 | 2014-06-11 | 中国移动通信集团公司 | Dynamic social relation network community evolution identification and stable community extracting method |
| CN105229617A (en) * | 2013-05-21 | 2016-01-06 | 肯赛里克斯公司 | For the chart of navigation application code |
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