CN107247657A - Methods, devices and systems for displayed web page coordinate click volume - Google Patents

Methods, devices and systems for displayed web page coordinate click volume Download PDF

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Publication number
CN107247657A
CN107247657A CN201710354851.XA CN201710354851A CN107247657A CN 107247657 A CN107247657 A CN 107247657A CN 201710354851 A CN201710354851 A CN 201710354851A CN 107247657 A CN107247657 A CN 107247657A
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parameter value
color parameter
coordinate
click
click volume
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CN107247657B (en
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王书兴
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Beijing Jingdong Century Trading Co Ltd
Beijing Jingdong Shangke Information Technology Co Ltd
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Beijing Jingdong Century Trading Co Ltd
Beijing Jingdong Shangke Information Technology Co Ltd
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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/32—Monitoring with visual or acoustical indication of the functioning of the machine
    • G06F11/323—Visualisation of programs or trace data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3438—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment monitoring of user actions
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3452—Performance evaluation by statistical analysis
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F11/00—Error detection; Error correction; Monitoring
    • G06F11/30—Monitoring
    • G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
    • G06F11/3466—Performance evaluation by tracing or monitoring
    • G06F11/3476—Data logging
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90—Details of database functions independent of the retrieved data types
    • G06F16/95—Retrieval from the web
    • G06F16/958—Organisation or management of web site content, e.g. publishing, maintaining pages or automatic linking
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F2201/00—Indexing scheme relating to error detection, to error correction, and to monitoring
    • G06F2201/88—Monitoring involving counting

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Abstract

Present disclose provides a kind of methods, devices and systems for displayed web page coordinate click volume.Methods described includes the mapping relations for setting up the click duration set D of each coordinate of any region and the color parameter value set S of a preset range on webpage；According to the mapping relations, the click volume of each coordinate in the region be converted to the color parameter value of each coordinate；And each coordinate in the region is rendered according to corresponding color parameter value progress color, the thermodynamic chart in the region is formed, wherein different color parameter values corresponds to different colors and/or brightness.

Description

Methods, devices and systems for displayed web page coordinate click volume
Technical field
This disclosure relates to Internet technical field, more particularly, to a kind of side for displayed web page coordinate click volume Method, device and system.
Background technology
Web analytics teacher can have found the behavioural habits of user by analyzing the click volume of each coordinate on webpage, quickly Understand preference of the user to web page contents, and design of web page contents is optimized based on this.
The technology of existing displayed web page click volume is typically to be carried out according to the size of the click volume of each coordinate on webpage Color rendering reflects the click temperature distribution of webpage to form thermodynamic chart, for example, can make to render the bigger seat of rear click volume Mark the brightness of display is bigger or color is deeper etc..
However, when the click volume of different coordinates on a webpage is very greatly different, when being rendered according to click volume size Occur that color is protruded very much after the big coordinate color rendering of click volume on webpage, and the coordinate differed greatly therewith then may root Originally color rendering can not be carried out.For example, the click volume of some coordinates may be up to ten million on some webpages, and the point of other coordinates The amount of hitting may only hundreds of or even tens.Coordinate basic display after so rendering for click volume only hundreds of or even tens does not go out it Click on temperature, also cannot be distinguished by these only hundreds of in addition tens click volume between difference, so that webpage can not be analyzed comprehensively Click temperature distribution situation and its variation tendency.
The content of the invention
In view of this, the distribution of click temperature and change of any region it can become on displayed web page present disclose provides a kind of The methods, devices and systems for displayed web page coordinate click volume of gesture.
An aspect of this disclosure provides a kind of method for displayed web page coordinate click volume.Set up any on webpage The click duration set D of each coordinate in region and the color parameter value set S of a preset range mapping relations.Reflected according to described Relation is penetrated, the click volume of each coordinate in the region be converted to the color parameter value of each coordinate.To the area Each coordinate in domain carries out color rendering according to corresponding color parameter value, the thermodynamic chart in the region is formed, wherein different colors Colour parameter value corresponds to different colors and/or brightness.
In accordance with an embodiment of the present disclosure, the maximum colours parameter value in the color parameter value set S is joined with minimum color The difference of numerical value is less than the difference of the maximum click volume and minimum click volume in the click duration set D.
In accordance with an embodiment of the present disclosure, the click duration set D and one for setting up each coordinate of any region on webpage is preset The color parameter value set S of scope mapping relations include：Functional expression f (x), wherein the x ∈ S for calculating click volume are chosen, and The functional expression f (x) includes at least two parameters to be determined；Set up the color parameter value set S and the click quantity set The corresponding relation of N group characteristic points in D is closed, wherein, N is equal to the number of the parameter to be determined, and pair of the N groups characteristic point At least include f (s in should being related tomax)=dmaxWith f (smin)=dmin, wherein smaxAnd sminRespectively described color parameter value set Maximum colours parameter value and minimum color parameter value in S, dmaxAnd dminThe respectively described maximum click clicked in duration set D Amount and minimum click volume；Calculated according to the corresponding relation of the N groups characteristic point and obtain parameter to be determined in the functional expression f (x) Value.
In accordance with an embodiment of the present disclosure, the functional expression of the calculating click volume of the selection is：F (x)=ax2+ bx+c, X ∈ S, wherein a, b, c are parameter to be determined.
In accordance with an embodiment of the present disclosure, the color parameter value set S and N group features in the click duration set D are set up The corresponding relation of point, in addition to set up f (sm)=dm, wherein dmIt is the click volume intermediate value in the click duration set D, smFor institute State the color parameter intermediate value in color parameter value set S.
In accordance with an embodiment of the present disclosure, the click volume of each coordinate in the region is changed according to the mapping relations Color parameter value to each coordinate includes：To any coordinate, according to the functional expression f (x) for calculating click volume, by the known seat Target clicks on that value is counter solves corresponding independent variable value x '；As the independent variable value x ' ∈ S, with independent variable value x ' As the color parameter value of the coordinate, or when the independent variable valueWhen, with the color parameter value set S most Close to independent variable value x ' element as the coordinate color parameter value.
In accordance with an embodiment of the present disclosure, the color parameter value set S is integer set [1,99].
Another aspect of the disclosure provides a kind of device of displayed web page coordinate click volume, including：Mould is set up in mapping Block, click duration set D and the color parameter value set S of a preset range for setting up each coordinate of any region on webpage Mapping relations；Modular converter, for according to the mapping relations, the click volume of each coordinate in the region to be converted to respectively The color parameter value of individual coordinate；Rendering module, face is carried out for each coordinate to the region according to corresponding color parameter value Color is rendered, and forms the thermodynamic chart in the region, wherein different color parameter values corresponds to different colors and/or brightness.
In accordance with an embodiment of the present disclosure, the maximum colours parameter value in the color parameter value set S is joined with minimum color The difference of numerical value is less than the difference of the maximum click volume and minimum click volume in the click duration set D.
In accordance with an embodiment of the present disclosure, module is set up in the mapping includes：Unit is chosen, click volume is calculated for choosing Functional expression f (x), wherein x ∈ S, and the functional expression f (x) includes at least two parameters to be determined；Characteristic relation is set up single Member, for setting up the color parameter value set S and the corresponding relation of N group characteristic points in the click duration set D, wherein, N etc. At least include f (s in the number of the parameter to be determined, and the corresponding relation of the N groups characteristic pointmax)=dmaxAnd f (smin)=dmin, wherein smaxAnd sminMaximum colours parameter value and minimum color in respectively described color parameter value set S Parameter value, dmaxAnd dminThe respectively described maximum click volume clicked in duration set D and minimum click volume；First computing unit, The value for obtaining parameter to be determined in the functional expression f (x) is calculated according to the corresponding relation of the N groups characteristic point.
In accordance with an embodiment of the present disclosure, the functional expression of the calculating click volume for choosing unit selection is：F (x)=ax2 + bx+c, x ∈ S, wherein a, b, c are parameter to be determined.
In accordance with an embodiment of the present disclosure, the color parameter value set S and N group features in the click duration set D are set up The corresponding relation of point, in addition to set up f (sm)=dm, wherein dmIt is the click volume intermediate value in the click duration set D, smFor institute State the color parameter intermediate value in color parameter value set S.
In accordance with an embodiment of the present disclosure, modular converter includes：Second computing unit, for any coordinate, according to calculating Click volume f (x) functional expression, corresponding independent variable value x ' is solved by the click value of the known coordinate is counter；Color parameter It is worth determining unit, for as the independent variable value x ' ∈ S, the color parameter of the coordinate to be used as using independent variable value x ' Value, or when the independent variable valueWhen, with the member in the color parameter value set S closest to independent variable value x ' The plain color parameter value as the coordinate.
In accordance with an embodiment of the present disclosure, the color parameter value set S is integer set [1,99].
Another aspect of the present disclosure provides a kind of system for displayed web page click volume, including one or more storages Device, and one or more processors.The memory storage has executable instruction, executable finger described in the computing device Order, to realize method as described above.
Another aspect of the present disclosure provides a kind of computer-readable recording medium, is stored thereon with executable instruction.Should Instruction makes computing device method as described above when being executed by processor.
In accordance with an embodiment of the present disclosure, can solve to work as at least in part will carry out clicking on temperature analysis on a webpage The click volume of the different coordinates in region can not carry out color rendering when differing greatly to partial coordinates therein, and lead to not obtain The problem of knowing the click temperature distribution situation and its variation tendency of the partial coordinates.
In accordance with an embodiment of the present disclosure, by the way that click volume on webpage to be converted to the color reference in the range of certain predetermined Value, then carries out color rendering to each coordinate according to corresponding color reference value, so as to any region in webpage, no matter the area How is the click volume difference of each coordinate in domain, can reflect that the click temperature distribution situation in the region and its change become Gesture.
Brief description of the drawings
By description referring to the drawings to the embodiment of the present disclosure, the above-mentioned and other purposes of the disclosure, feature and Advantage will be apparent from, in the accompanying drawings：
Fig. 1 is diagrammatically illustrated can be using the method and apparatus for displayed web page left side click volume of the disclosure Exemplary system architecture.
Fig. 2 diagrammatically illustrates the flow of the method for displayed web page coordinate click volume according to the embodiment of the present disclosure Figure；
Fig. 3 is diagrammatically illustrated clicks on reflecting for duration set D and color parameter value set S according to the foundation of the embodiment of the present disclosure Penetrate the flow chart of the method for relation；
Fig. 4 is diagrammatically illustrated clicks on duration set D and color parameter value set S according to the foundation of another embodiment of the disclosure Mapping relations method flow chart；
Fig. 5 is diagrammatically illustrated is converted to each coordinate according to the embodiment of the present disclosure by the click volume of each coordinate The flow chart of the method for color parameter value；
Fig. 6 diagrammatically illustrates the block diagram of the device for displayed web page coordinate click volume according to the embodiment of the present disclosure；
Fig. 7 diagrammatically illustrates the block diagram that module is set up according to the mapping of the embodiment of the present disclosure；
Fig. 8 diagrammatically illustrates the block diagram of the modular converter according to the embodiment of the present disclosure；And
Fig. 9 diagrammatically illustrates the frame of the computer system for displayed web page click volume according to the embodiment of the present disclosure Figure.
Embodiment
Hereinafter, it will be described with reference to the accompanying drawings embodiment of the disclosure.However, it should be understood that these descriptions are simply exemplary , and it is not intended to limit the scope of the present disclosure.In addition, in the following description, the description to known features and technology is eliminated, with Avoid unnecessarily obscuring the concept of the disclosure.
Term as used herein is not intended to limit the disclosure just for the sake of description specific embodiment.Used here as Word " one ", " one (kind) " and "the" etc. should also include " multiple ", the meaning of " a variety of ", unless context clearly refers in addition Go out.In addition, term " comprising " as used herein, "comprising" etc. indicate the presence of the feature, step, operation and/or part, But it is not excluded that in the presence of or add one or more other features, step, operation or part.
All terms (including technology and scientific terminology) as used herein have what those skilled in the art were generally understood Implication, unless otherwise defined.It should be noted that term used herein should be interpreted that with consistent with the context of this specification Implication, without that should be explained with idealization or excessively mechanical mode.
Shown in the drawings of some block diagrams and/or flow chart.It should be understood that some sides in block diagram and/or flow chart Frame or its combination can be realized by computer program instructions.These computer program instructions can be supplied to all-purpose computer, The processor of special-purpose computer or other programmable data processing units, so that these instructions can be with when by the computing device Create the device for realizing function/operation illustrated in these block diagrams and/or flow chart.
Therefore, the technology of the disclosure can be realized in the form of hardware and/or software (including firmware, microcode etc.).Separately Outside, the technology of the disclosure can take the form of the computer program product on the computer-readable medium for the instruction that is stored with, should Computer program product is available for instruction execution system use or combined command execution system to use.In the context of the disclosure In, computer-readable medium can include, store, transmit, propagate or transmit the arbitrary medium of instruction.For example, calculating Machine computer-readable recording medium can include but is not limited to electricity, magnetic, optical, electromagnetic, infrared or semiconductor system, device, device or propagation medium. The specific example of computer-readable medium includes：Magnetic memory apparatus, such as tape or hard disk (HDD)；Light storage device, such as CD (CD-ROM)；Memory, such as random access memory (RAM) or flash memory；And/or wire/wireless communication link.
Embodiment of the disclosure provides a kind of methods, devices and systems for displayed web page coordinate click volume.The party Method is gathered by setting up the click duration set D of each coordinate of any region and color parameter value S of a preset range on webpage Mapping relations, then the click volume of each coordinate in the region is carried out according to the mapping relations to be converted to each coordinate Color parameter value, finally carries out color rendering to each coordinate according to corresponding color parameter value, forms the thermodynamic chart in the region, with Reflect the click temperature distribution situation and its variation tendency in the region on webpage.
Fig. 1 is diagrammatically illustrated can be using the method and apparatus for displayed web page left side click volume of the disclosure Exemplary system architecture.
As shown in figure 1, system architecture 100 can include terminal device 101,102,103, network 104 and server 105 (this framework is only example, and the establishment included in specific framework can be according to the adjustment of application concrete condition).Network 104 is used to The medium of communication link is provided between terminal device 101,102,103 and server 105.Network 104 can include various connections Type, such as wired, wireless communication link or fiber optic cables etc..
User can be interacted with using terminal equipment 101,102,103 by network 104 with server 105, to receive or send out Send message etc..Various telecommunication customer end applications can be installed, class of for example doing shopping application, net on terminal device 101,102,103 (merely illustrative) such as the application of page browsing device, searching class application, JICQ, mailbox client, social platform softwares.
Terminal device 101,102,103 can be the various electronic equipments browsed with display screen and supported web page, bag Include but be not limited to smart mobile phone, tablet personal computer, pocket computer on knee and desktop computer etc..
Server 105 can be to provide the server of various services, for example, utilize terminal device 101,102,103 to user The shopping class website browsed provides the back-stage management server (merely illustrative) supported.Back-stage management server can be to receiving To the data such as information query request carry out the processing such as analyzing, and by result (such as target push information, product letter Breath -- merely illustrative) feed back to terminal device.
It should be noted that the method for displayed web page coordinate click volume that the embodiment of the present disclosure is provided can be by taking Business device 105 is performed, can also be by being performed different from another server of server 105 or a server cluster.Phase Ying Di, the device for displayed web page coordinate click volume can be arranged in server 105, can also be set and server 105 In another server or a server cluster in addition.
It should be understood that the number of the terminal device, network and server in Fig. 1 is only schematical.According to realizing need Will, can have any number of terminal device, network and server.
Fig. 2 diagrammatically illustrates the flow of the method for displayed web page coordinate click volume according to the embodiment of the present disclosure Figure.
As shown in Fig. 2 including operation S210 according to the method for displayed web page coordinate click volume of the embodiment of the present disclosure ~operation S230.
In operation S210, the click duration set D and the color of a preset range of each coordinate of any region on webpage are set up Colour parameter value set S mapping relations.
In accordance with an embodiment of the present disclosure, any region can be selected arbitrarily large in optional position on webpage on webpage Small, arbitrary shape the region that carry out clicking on temperature analysis.
In accordance with an embodiment of the present disclosure, for carry out clicking on the region of temperature analysis, each coordinate in the region can be with It is that coordinate system is set up for the origin of coordinates with some point on webpage, so that each position on the region can be sat with this Corresponding coordinate is uniquely determined in mark system.In the coordinate system unit length of each axle can according to analyze data the need for etc. It is specific to determine.In addition, the unit length of each reference axis can be with equal, can also be unequal.In this way, it is each in the region Size corresponding to individual coordinate can be pre-set as needed.
In accordance with an embodiment of the present disclosure, the click volume that duration set D is each coordinate in the region is clicked on to combine The data acquisition system of formation.
In accordance with an embodiment of the present disclosure, the color parameter value set S of a preset range is one group of reflection color set in advance The numerical value of colour parameter.
In accordance with an embodiment of the present disclosure, all elements in color parameter value set S can be limited to certain numerical value In the range of, i.e. the border of color odd number value set S is closing, wherein with least one maximum and at least one minimum Value.
In accordance with an embodiment of the present disclosure, certain regularity can be presented in all elements in color parameter value set S, Such as constituting Geometric Sequence, arithmetic progression or collection arbitrary, that not related one group of data are constituted each other Close.
In accordance with an embodiment of the present disclosure, color parameter value set S all elements can include integer, fraction and/or Decimal etc..
In accordance with an embodiment of the present disclosure, the mapping relations between the click duration set D and color odd number value set S can be with It is one or one group of functional relation, and/or is one or more data processing methods etc..
In accordance with an embodiment of the present disclosure, the mapping relations can make to any one element in click duration set D, all Corresponding element can be found in color odd number value set S.Or, the mapping relations can also make to the color Any one element in odd number value set S, can find corresponding element in click duration set D.
In operation S220, according to the mapping relations, the click volume of each coordinate in the region is carried out to be converted to each The color parameter value of coordinate.
Specifically, to the click volume of each coordinate in the region, carried out according to the mapping relations set up in operation S210 Conversion, and corresponding color parameter value is found in color parameter value set S according to transformation result.
In operation S230, color rendering is carried out according to corresponding color parameter value to each coordinate in the region, the area is formed The thermodynamic chart in domain, wherein different color parameter values corresponds to different colors and/or brightness.
In accordance with an embodiment of the present disclosure, to each coordinate in the region, joined according to the corresponding color obtained in operation S220 Numerical value carries out color rendering.
In accordance with an embodiment of the present disclosure, during color rendering, different color parameter values correspond to different face Color and/or brightness.Different color parameter values can be that the more big corresponding brightness of color parameter value and/or color belt give people Visual effect it is stronger.For example, to can correspond to color during same brightness more greatly more bright-coloured etc. for color parameter value.Or, color Parameter value may correspond to more greatly color it is identical when brightness it is bigger.Or, color parameter value is also can correspond to more greatly face The situation that color is more bright-coloured and brightness is bigger.It is, of course, understood that can also be the more big corresponding brightness of color parameter value And/or the visual effect that color belt gives people is weaker, depending on specific setting as needed.
According to the embodiment originally opened, in displayed web page coordinate click volume, by to carry out clicking on the area that temperature is analyzed The click duration set D of each coordinate in domain and the color parameter value set of a preset range set up mapping relations, so that should The click volume of the coordinate of each in region is converted to color reference value within a preset range, finally according to the color reference after conversion It is worth and color rendering is carried out to each coordinate in the region, obtains the thermodynamic chart in the region.The heat in the region obtained in this way Try hard to, it is possible to achieve the click volume difference of each coordinate regardless of the region, can reflect and heat is clicked in the region The distribution situation and its variation tendency of degree.
Especially, when click on duration set D in click volume difference it is very big, the click value for example having can be it is up to a million, When some click values are only that click volume difference under tens, or even extreme case between different coordinates reaches infinity, according to The embodiment of the present disclosure amount of will click on is converted to color reference value of the numerical values recited in a limited range, then according to conversion after Color reference value carries out color rendering to form thermodynamic chart so that the thermodynamic chart in the region can be shown with the color seamlessly transitted The click volume distribution situation in the region.
In this way, the thermodynamic chart in the region can be clearly shown in the region that carry out clicking on temperature analysis almost The relative different of click volume between any two coordinate, so as to reflect in the region click on temperature distribution situation and Its variation tendency.
Further, the thermodynamic chart obtained according to the embodiment of the present disclosure, which is concealed, to carry out clicking on the region that temperature is analyzed Real click volume data.Because thermodynamic chart can dominant, intuitively reflection webpage flow distributed intelligence etc., and read thermodynamic chart Data will not be too difficult, therefore, and concealing real click volume data helps to protect the True Data information of website, Reduce other people and understood by obtaining thermodynamic chart the risk of website data.
In accordance with an embodiment of the present disclosure, in any region for carry out clicking on temperature analysis, color parameter value set S In maximum colours parameter value and the difference of minimum color parameter value be less than the maximum click volume clicked in duration set D in the region With the difference of minimum click volume.
In this way, the click volume data in duration set D be will click on and be transformed into the less color parameter of number range In value set S, so that the data area that will click in duration set D is compressed to one compared with small data scope.So as to carry out color When rendering to form thermodynamic chart, click volume difference very big coordinate can respectively be represented with the relatively obvious color of difference, The coordinate small to click volume difference can be represented with the color with certain identification, so that thermodynamic chart can fully reflect Go out the click temperature relative different and variation tendency in the region that entirely carry out clicking on temperature analysis.
For example, in region for carry out clicking on temperature analysis, if coordinate click volume reach up to ten million, and have Coordinate click volume only hundreds of, it is only tens separately to have some coordinate click volumes.In this case, it will click in duration set D Element is converted to color parameter value set S element.Because the number range in color parameter value set S is smaller, according to each The corresponding color parameter value of coordinate is carried out after color rendering, for up to ten million and click volume hundreds of (or tens) the coordinates of click volume Between heterochromia will relatively substantially, also may be used simultaneously for the heterochromia between click volume hundreds of and tens coordinate To possess certain identification.The thermodynamic chart being achieved in that, can not only reflect the up to ten million coordinate of click volume and click volume Notable difference between the coordinate of hundreds of (or tens), additionally it is possible to reflect the coordinate of click volume hundreds of and the seat of click volume tens Fine difference between mark, so as to more fully reflect the click temperature relative different of whole region and change Gesture.
Certainly, in some cases, if it is desired to amplify on webpage between the click volume of each some region of coordinate During difference, it can also be more than the difference of the maximum colours parameter value in color parameter value set S and minimum color parameter value and be somebody's turn to do The difference of the maximum click volume clicked in duration set D and minimum click volume in region.
In accordance with an embodiment of the present disclosure, color parameter value set S can be integer set [1,99].Wherein color parameter value Each element in set S represents a color parameter value.
In accordance with an embodiment of the present disclosure, a corresponding face can be set to each element in integer set [1,99] Color and/or brightness.Corresponding color parameter value (namely integer set [1,99] is obtained after being changed to the click volume of a certain coordinate In some element) when, the size according to the color parameter value carries out face according to corresponding color and/or brightness to the coordinate Color is rendered.
Fig. 3 is diagrammatically illustrated clicks on reflecting for duration set D and color parameter value set S according to the foundation of the embodiment of the present disclosure Penetrate the flow chart of the method for relation.
As shown in figure 3, in accordance with an embodiment of the present disclosure, setting up the click duration set of each coordinate of any region on webpage D and the color parameter value set S of a preset range mapping relations include operation S311~operation S313.
Operation S311, choose calculate click volume functional expression f (x), wherein x ∈ S, and functional expression f (x) include to Few two parameters to be determined.
In accordance with an embodiment of the present disclosure, calculate in the functional expression f (x) of click volume, x ∈ S, calculate the functional expression f of click volume (x) independent variable in is the element in color parameter value set S.
In accordance with an embodiment of the present disclosure, the functional expression f (x) can be the letter of quadratic function, cubic function and more high order Number or exponential function, power function and other functions, or even can also be the combination of many kinds of function etc..
In accordance with an embodiment of the present disclosure, the selection of the functional expression f (x) can be it is rough choose with approximately reflect click volume with The relation of color parameter value changes or accurately chosen according to fitting result after certain numerical fitting is calculated.Tool Body can according to actual needs in the levels of precision requirement of click volume and color parameter value corresponding relation is selected.
In accordance with an embodiment of the present disclosure, the functional expression f (x) includes at least two parameters to be determined.For example, the meter chosen When the functional expression f (x) for calculating click volume is exponential function, for example, can be f (x)=dx+ e, wherein d, e are two ginsengs to be determined Number.Certainly, the expression of exponential function herein is merely illustrative, and the expression of exponential function can also have in practice There are diversified forms, and there can be the more parameters to be determined of two or more.
In operation S312, color parameter value set S is set up with clicking on the corresponding relation of N group characteristic points in duration set D, its In, N is equal to the number of the parameter to be determined, and at least includes f (s in the corresponding relation of the N group characteristic pointsmax)=dmaxAnd f (smin)=dmin, wherein smaxAnd sminMaximum colours parameter value and minimum color ginseng in respectively color parameter value set S Numerical value, dmaxAnd dminMaximum click volume and minimum click volume in respectively click duration set D.
In accordance with an embodiment of the present disclosure, treating really in the functional expression f (x) for the calculating click volume chosen in operation S311 Determine the number N of parameter, set up N groups color parameter value set S with clicking on the corresponding relation of characteristic point in duration set D, consequently facilitating Simultaneous Equations calculate the specific value for solving parameter to be determined in functional expression f (x).
In accordance with an embodiment of the present disclosure, the corresponding relation of the N group characteristic points at least includes f (smax)=dmaxWith f (smin)= dmin, wherein smaxAnd sminMaximum colours parameter value and minimum color parameter value in respectively color parameter value set S, dmaxWith dminRespectively click on the maximum click volume and minimum click volume in duration set D.
In this way, when being monotonically increasing function when functional expression f (x) is in x ∈ S, it ensure that by as x ∈ S, it is right Fall the maximum click volume and most in duration set D is clicked in click volume f (x) values that independent variable x any exploitation is obtained Within small click volume.
In accordance with an embodiment of the present disclosure, when the number of parameter to be determined is two or more, i.e. when N is the integer more than 2, The corresponding relation of the N group characteristic points also includes the corresponding relation between other characteristic points.
All elements in color parameter value set S for example be will click on into all members in duration set D according to sorting from big to small Element also according to sorting from big to small, in then will be sorted in the color parameter value set S element placed in the middle and click duration set D Sequence element placed in the middle can also be and be ordered as during two are gathered preceding 1/4 or rear 1/4 by functional expression f (x) correspondent equals Element pass through functional value f (x) correspondent equals.
In another example, by color parameter value set S in magnitude order after number placed in the middle, with clicking in duration set D most Average value (the d of big value and minimum valuemax+dmin)/2 pass through functional expression f (x) correspondent equals.
Similar characteristic point corresponded manner is numerous, and here is omitted.
In operation S313, the value for obtaining parameter to be determined in functional expression f (x) is calculated according to the corresponding relation of N group characteristic points.
Specifically, the corresponding relation simultaneous solving equations for the N group characteristic points set up in S312 will be operated, functional expression f is obtained (x) value of N number of parameter to be determined in.
In accordance with an embodiment of the present disclosure, the functional expression f (x), x ∈ S of click volume are calculated by choosing.And according to color parameter Corresponding relation calculating of the value set S with clicking on N group characteristic points in duration set D obtains the value of parameter to be determined in functional expression f (x), Obtain calculating the functional expression f (x) of click volume expression formula.
In accordance with an embodiment of the present disclosure, for functional expression f (x), x is a certain color parameter in color parameter value set S During value, it can calculate and obtain a functional value.
A kind of situation is that the functional value may exactly click on the element in duration set D, and now, the functional value is just corresponded to In the color parameter value.
Another situation is that the function amount may also be not belonging to click on duration set D, but the functional value falls clicking on quantity set Between the maxima and minima for closing D.In such a case, it is possible to according to further method, be determined in duration set D is clicked on Go out the element associated with the functional value as the click volume corresponding to the color parameter value.For example can be with the click duration set In D the click volume corresponding to the color parameter value is used as with the immediate element of the functional value.
In this way, the click quantity set of each coordinate in the region that carry out clicking on temperature analysis on webpage is established Close D and color parameter value set S mapping relations so that can for the element in any one color parameter value set S By functional expression f (x), corresponding click volume is found in duration set D is clicked on.
In accordance with an embodiment of the present disclosure, when setting up the mapping relations for clicking on duration set D and color parameter value set S, with Element in color parameter value set S calculates click volume as independent variable by functional expression f (x), helps to reduce computing Amount, improves operation efficiency.
Because color parameter value set S is to preset its scope as needed to carry out value, can be arranged as required to Some are easy to the less value calculated, such as round numbers set [1,99].And the numerical value for clicking on the click volume in duration set D may Can be than larger, the click volume for example probably having reaches even more highs up to a million.So, if to click in duration set D Element sets up functional relation as independent variable and calculates corresponding color parameter value, excessive click numerical quantity is carried out square, Power operation or exponent arithmetic etc. can take substantial amounts of internal memory, and operation efficiency can be very low.
In accordance with an embodiment of the present disclosure, click duration set D and color are established by calculating the functional expression f (x) of click volume Mapping relations between set of parameter values S, and effectively raise operation efficiency.
Fig. 4 is diagrammatically illustrated clicks on duration set D and color parameter value set S according to the foundation of another embodiment of the disclosure Mapping relations method flow chart.
As shown in figure 4, according to the point for setting up each coordinate of any region on webpage of another embodiment of the disclosure Hitting the duration set D and color parameter value set S of preset range mapping relations includes operation S411~S412.
In operation S411, the functional expression for choosing calculating click volume can be f (x)=ax2+ bx+c, x ∈ S, wherein a, B, c are parameter to be determined.
In operation S412, color parameter value set S is set up with clicking on the corresponding relation of 3 groups of characteristic points in duration set D.Specifically Including：
f(smax)=dmax (1)
f(smin)=dmin (2)
f(sm)=dm (3)
S in formula (1)maxFor the maximum colours parameter value in color parameter value set S, dmaxFor in click duration set D Maximum click volume.
In formula (2), sminFor the minimum color parameter value in color parameter value set S, dminFor in click duration set D Minimum click volume.
In formula (3), dmIt is the click volume intermediate value in click duration set D, smFor the color ginseng in color parameter value set S Number intermediate value.
Wherein, the click volume intermediate value in formula (3) can sort by size all elements in click duration set D Afterwards, sort element placed in the middle.For example, click duration set D sort from small to large after be { { d1, d2..., dm..., dn, its Middle d1=dmin、dn=dmax.The m=(1+n)/2 when clicking on the element number n in duration set D and being odd number；When in click duration set D Element number n be even number when, m=n/2 can be taken.
Color parameter intermediate value can be to after the element size sequence in color parameter value set S, sequence is occupied in formula (3) In element.Similarly, it is that odd number or even number are that sequence element placed in the middle is selected according to color parameter value set S element number Take and be slightly different.
In accordance with an embodiment of the present disclosure, when color parameter value set S is integer set [1,99], color parameter intermediate value can To be sm=50.
In operation S413, calculated according to the operation S412 3 groups of corresponding relations set up and obtain f (x)=ax2In+bx+c Parameter a, b, c to be determined value, i.e. simultaneous formula (1), (2) and (3) constitute equation group, and equation group is solved and obtains to be determined Parameter a, b, c value.
Fig. 5 is diagrammatically illustrated is converted to each coordinate according to the embodiment of the present disclosure by the click volume of each coordinate The flow chart of the method for color parameter value.
As shown in figure 5, will carry out clicking on the point of each coordinate in the region that temperature is analyzed according to the embodiment of the present disclosure The method that the amount of hitting is converted to the color parameter value of each coordinate, including operation S521~S522, wherein operation S522 enters one again Step ground includes operation S522-1 or operation S522-2.
In operation S521, in the region to any coordinate, according to the functional expression f (x) for calculating click volume, by known The click value of the coordinate is counter to solve corresponding independent variable value x '.
In operation S522, the corresponding color parameter of click volume of the coordinate is obtained according to the anti-independent variable value x ' solved Value.Whether belong to color parameter value set S with specific reference to independent variable value x ' and be divided into two kinds of situations, respectively operate S522-1 and operation S522-2.
In operation S522-1, as independent variable value x ' ∈ S, join using independent variable value x ' as the color of the coordinate Numerical value.
In operation S522-2, when the independent variable valueWhen, with color parameter value set S closest to the independent variable Value x ' element as the coordinate color parameter value.
In accordance with an embodiment of the present disclosure, the element closest to independent variable value x ' can be by color parameter value set S In the absolute value subtracted each other of each element and independent variable value x ' be compared, the minimum element of the absolute value is closest to should Independent variable value x ' element.
In accordance with an embodiment of the present disclosure, the element closest to independent variable value x ' can also be, for example, working as color parameter When value set S is integer set [1,99], independent variable value x ' progress is rounded up obtained value, is somebody's turn to do certainly as closest Variable-value x ' element.
In accordance with an embodiment of the present disclosure, it can will carry out clicking on the click volume of each coordinate in the region of temperature analysis Corresponding color parameter value is converted to, subsequently to carry out color rendering according to corresponding color parameter value to each coordinate.
Fig. 6 diagrammatically illustrates the block diagram of the device for displayed web page coordinate click volume according to the embodiment of the present disclosure.
As shown in fig. 6, being built according to the device 600 for displayed web page coordinate click volume of the embodiment of the present disclosure including mapping Module 610, modular converter 620 and rendering module 630 are set up in the mapping of formwork erection block 610.
Mapping sets up module 610 and maps the click for setting up module 610 for setting up each coordinate of any region on webpage Duration set D and the color parameter value set S of a preset range mapping relations.
In accordance with an embodiment of the present disclosure, any region can be taken up an official post in the webpage that carry out clicking on temperature analysis on webpage The selected arbitrary size in meaning position, the region of arbitrary shape.
In accordance with an embodiment of the present disclosure, for carry out clicking on the region of temperature analysis, each coordinate in the region can be with Divided and determined according to the concrete condition such as the need for analyze data.Also, the size shared by each coordinate can be according to need Freely to set.
In accordance with an embodiment of the present disclosure, the click volume that duration set D is each coordinate in the region is clicked on to combine The data acquisition system of formation.
In accordance with an embodiment of the present disclosure, the color parameter value set S of a preset range is one group of reflection color set in advance The numerical value of colour parameter.
In accordance with an embodiment of the present disclosure, all elements in color parameter value set S can be limited to certain numerical value In the range of, i.e. the border of color odd number value set S is closing, wherein with least one maximum and at least one minimum Value.
In accordance with an embodiment of the present disclosure, certain regularity can be presented in all elements in color parameter value set S, Such as constituting Geometric Sequence, arithmetic progression or collection arbitrary, that not related one group of data are constituted each other Close.
In accordance with an embodiment of the present disclosure, color parameter value set S all elements can include integer, fraction and/or Decimal etc..
Mapping relations between the click duration set D and color odd number value set S can be one or according to the disclosure Embodiment, one group of functional relation, and/or be one or more data processing methods etc..
In accordance with an embodiment of the present disclosure, the mapping relations can make to any one element in click duration set D, all Corresponding element can be found in color odd number value set S.Or, the mapping relations can also make to the color Any one element in odd number value set S, can find corresponding element in click duration set D.
Modular converter 620 is used for according to the mapping relations, and the click volume of each coordinate in the region is converted into each seat Target color parameter value.
Specifically, the click volume of each coordinate in 620 pairs of regions of modular converter, sets up module 610 according to mapping and maps Set up the mapping relations set up in module 610 to be changed, and correspondence is found in color parameter value set S according to transformation result Color parameter value.
Rendering module 630 is used to carry out color rendering according to corresponding color parameter value to each coordinate in the region, is formed The thermodynamic chart in the region, wherein different color parameter values corresponds to different colors and/or brightness.
In accordance with an embodiment of the present disclosure, during color rendering, different color parameter values correspond to different face Color and/or brightness.Different color parameter values can be that the more big corresponding brightness of color parameter value and/or color belt give people Visual effect it is stronger.For example, to can correspond to color during same brightness more greatly more bright-coloured etc. for color parameter value.Or, color Parameter value may correspond to more greatly color it is identical when brightness it is bigger.Or, color parameter value is also can correspond to more greatly face The situation that color is more bright-coloured and brightness is bigger.It is, of course, understood that can also be the more big corresponding bright of color parameter value The visual effect that degree and/or color belt give people is weaker, depending on specific setting as needed.
According to the embodiment originally opened, the device 600 for displayed web page coordinate click volume passes through to click temperature to be carried out The click duration set D of each coordinate in the region of analysis and the color parameter value set of a preset range set up mapping relations, So as to which the true click volume of each coordinate in the region is converted into color reference value within a preset range, finally according to conversion Color reference value afterwards carries out color rendering to each coordinate in the region, obtains the thermodynamic chart in the region.In this way, it is used for The device 600 of displayed web page coordinate click volume can realize the point of each coordinate in the region that no matter carry out clicking on temperature analysis How is the amount of hitting difference, can reflect the distribution situation and its variation tendency that temperature is clicked in the region.
Especially, when click on duration set D in click volume difference it is very big, the click value for example having can be it is up to a million, When some click values are only that click volume difference under tens, or even extreme case between different coordinates reaches infinity, according to The device 600 for displayed web page coordinate click volume of the embodiment of the present disclosure can the amount of will click on be converted to numerical values recited and have one Color reference value in the range of limit, then carries out color rendering to form thermodynamic chart according to the color reference value after conversion so that The thermodynamic chart in the region can show the click volume distribution situation in the region with the color seamlessly transitted.
In accordance with an embodiment of the present disclosure, the device 600 for displayed web page coordinate click volume can be clear by thermodynamic chart Ground shows the relative different of the click volume in the region that carry out clicking on temperature analysis almost between any two coordinate, so that The distribution situation and its variation tendency that temperature is clicked in the region can be reflected.
Further, the device 600 for displayed web page coordinate click volume is clicked on by thermodynamic chart displayed web page coordinate The real click volume data in the region for click on temperature analysis are concealed during amount.Because thermodynamic chart can be dominant, intuitively anti- Reflect webpage flow distributed intelligence etc., and read heating power diagram data will not be too difficult, therefore, conceal real click volume Data help to protect the True Data information of website, reduce other people and understood by obtaining thermodynamic chart the wind of website data Danger.
In accordance with an embodiment of the present disclosure, in the device 600 of displayed web page coordinate click volume, for carry out clicking on heat The maximum colours parameter value spent in any region of analysis, default color parameter value set S and the difference of minimum color parameter value Difference of the value less than the maximum click volume clicked in duration set D and minimum click volume in the region.
In this way, the click volume data in duration set D be will click on and be transformed into the less color parameter of number range In value set S, so that the data area that will click in duration set D is compressed to one compared with small data scope.So as to so that carry out face During color color applying drawing thermodynamic chart, table can be distinguished with difference relatively obvious color to click volume difference very big coordinate Show, the coordinate small to click volume difference can be represented with the color with certain identification, so that thermodynamic chart can be abundant Reflect the click temperature relative different and variation tendency in the region that entirely carry out clicking on temperature analysis.
Certainly, in some cases, if it is desired to amplify on webpage between the click volume of each some region of coordinate During difference, it can also be more than the difference of the maximum colours parameter value in color parameter value set S and minimum color parameter value and be somebody's turn to do The difference of the maximum click volume clicked in duration set D and minimum click volume in region.
In accordance with an embodiment of the present disclosure, for default color parameter value in the device 600 of displayed web page coordinate click volume Set S can be that each element in integer set [1,99], wherein color parameter value set S represents a color parameter Value.
In accordance with an embodiment of the present disclosure, a corresponding face can be set to each element in the integer set [1,99] Color and/or brightness.Corresponding color parameter value (namely integer set [1,99] is obtained after being changed to the click volume of a certain coordinate In some element) when, the size according to the color parameter value carries out face according to corresponding color and/or brightness to the coordinate Color is rendered.
Fig. 7 diagrammatically illustrates the block diagram that module is set up according to the mapping of the embodiment of the present disclosure.
Include choosing single as shown in fig. 7, setting up the mapping of module 610 according to the mapping of the embodiment of the present disclosure and setting up module 610 Member 711, characteristic relation set up the computing unit 713 of unit 712 and first.
Choosing unit 711 is used to choose the functional expression f (x) for calculating click volume, wherein in x ∈ S, and the functional expression f (x) Including at least two parameters to be determined.
In accordance with an embodiment of the present disclosure, it can be secondary to choose the functional expression f (x) for the calculating click volume that unit 711 is chosen Function, the function or exponential function of cubic function and more high order, power function and other functions, or even can be with It is combination of many kinds of function etc..
In accordance with an embodiment of the present disclosure, choose 711 Selection of Function formula f (x) of unit when according to actual needs in click volume With the levels of precision of color parameter value corresponding relation, roughly can approximately choose can reflect the function of the two correlation, It can also calculate and relatively precisely be chosen by certain numerical fitting.
In accordance with an embodiment of the present disclosure, choosing the functional expression f (x) of the selection of unit 711 includes at least two ginsengs to be determined Number.For example, when the functional expression f (x) for the calculating click volume chosen is exponential function, such as can be f (x)=dx+ e, wherein d, e For two parameters to be determined.Certainly, the expression of exponential function herein is merely illustrative, and exponential function is specific in practice Expression formula can also have diversified forms, and can have the more parameters to be determined of two or more.
Characteristic relation, which sets up unit 712, to be used to set up N group features in the color parameter value set S and click duration set D The corresponding relation of point, wherein, N is equal to the number of the parameter to be determined, and at least includes in the corresponding relation of the N group characteristic points f(smax)=dmaxWith f (smin)=dmin, wherein smaxAnd sminMaximum colours parameter in respectively color parameter value set S Value and minimum color parameter value, dmaxAnd dminMaximum click volume and minimum click volume in respectively click duration set D.
In accordance with an embodiment of the present disclosure, characteristic relation sets up unit 712 according to the calculating click volume for choosing the selection of unit 711 Functional expression f (x) in parameter to be determined number N, set up N groups color parameter value set S with clicking on characteristic point in duration set D Corresponding relation, consequently facilitating Simultaneous Equations, which are calculated, solves the specific value of parameter to be determined in the functional expression f (x).
In accordance with an embodiment of the present disclosure, the corresponding relation of the N group characteristic points at least includes f (smax)=dmaxWith f (smin)= dmin, wherein smaxAnd sminMaximum colours parameter value and minimum color parameter value in respectively color parameter value set S, dmax And dminMaximum click volume and minimum click volume in respectively click duration set D.
In this way, when being monotonically increasing function when the functional expression f (x) is in x ∈ S, it ensure that by as x ∈ S, Fall the maximum click volume in click duration set D for click volume f (x) values that independent variable x any exploitation is obtained Within minimum click volume.
In accordance with an embodiment of the present disclosure, when the number of parameter to be determined is two or more, i.e. when N is the integer more than 2, The corresponding relation that characteristic relation sets up the N group characteristic points of the foundation of unit 712 also includes corresponding relation between other characteristic points. Other feature point correspondences can be configured and set up as the case may be.
First computing unit 713, which is used to be calculated according to the corresponding relation of the N group characteristic points, to be obtained treating in the functional expression f (x) Determine the value of parameter.
First computing unit 713 sets up characteristic relation the corresponding relation simultaneous solution side for the N group characteristic points that unit 712 is set up Journey group, obtains the value of N number of parameter to be determined in functional expression f (x).
In accordance with an embodiment of the present disclosure, mapping, which sets up module 610 and maps to set up module 610 and pass through to choose, calculates click volume Functional expression f (x), x ∈ S, and calculated according to color parameter value set S with clicking on the corresponding relation of N group characteristic points in duration set D The value of parameter to be determined into functional expression f (x), obtains calculating the functional expression f (x) of click volume expression formula.
In accordance with an embodiment of the present disclosure, set up the mapping of module 610 for mapping and set up joining by color for the foundation of module 610 The functional expression f (x) of numerical computations click volume, when x is a certain color parameter value in color parameter value set S, can be obtained Calculating obtains a functional value.
A kind of situation is that the functional value may exactly click on the element in duration set D, and now, the functional value is just corresponded to In the color parameter value.
Another situation is that the functional value may also be not belonging to click on duration set D, but the functional value falls clicking on quantity set Between the maxima and minima for closing D.In such a case, it is possible to according to further method, be determined in duration set D is clicked on Go out the element associated with the functional value as the click volume corresponding to the color parameter value.For example can be with the click duration set In D the click volume corresponding to the color parameter value is used as with the immediate element of the functional value.
In accordance with an embodiment of the present disclosure, mapping sets up the mapping of module 610 and sets up module 610 and establish and to be carried out a little on webpage Hit the click duration set D and color parameter value set S of each coordinate in the region of temperature analysis mapping relations so that for appointing Element in one color parameter value set S of meaning can be found and corresponded to therewith by functional expression f (x) in duration set D is clicked on Click volume.
In accordance with an embodiment of the present disclosure, mapping set up module 610 mapping set up module 610 set up click on duration set D with During color parameter value set S mapping relations, using the element in color parameter value set S as independent variable, pass through functional expression f (x) click volume is calculated, helps to reduce operand, improve operation efficiency.
Because color parameter value set S is to preset its scope as needed to carry out value, can be arranged as required to Some are easy to the less value calculated, such as round numbers set [1,99].And the numerical value for clicking on the click volume in duration set D may Can be than larger, the click volume for example probably having reaches even more highs up to a million.So, if to click in duration set D Element sets up functional relation as independent variable and calculates corresponding color parameter value, excessive click numerical quantity is carried out square, Power operation or exponent arithmetic etc. can take substantial amounts of internal memory, and operation efficiency can be very low.
In accordance with an embodiment of the present disclosure, the functional expression for choosing the selection calculating click volume that unit 711 is chosen can be f (x) =ax2+ bx+c, x ∈ S, wherein a, b, c are parameter to be determined.
Accordingly, characteristic relation sets up the color parameter value set S of the foundation of unit 712 with clicking on 3 groups of features in duration set D The corresponding relation of point can specifically include：
f(smax)=dmax (1)
f(smin)=dmin (2)
f(sm)=dm (3)
Formula (1), (2) and (3) herein is consistent with 3 groups of feature point correspondences in Fig. 4 description.
First computing module 613 can constitute equation group by simultaneous solution formula (1), (2) and (3), obtain parameter to be determined A, b, c value.
Fig. 8 diagrammatically illustrates the block diagram of the modular converter according to the embodiment of the present disclosure.
As shown in figure 8, including the second computing unit 821 and color parameter according to the modular converter 620 of the embodiment of the present disclosure It is worth determining unit 822.
Second computing unit 821 is used for any coordinate, according to the functional expression f (x) for calculating click volume, by the known seat Target clicks on that value is counter solves corresponding independent variable value x '.
Color parameter value determining unit 822 is used for as independent variable value x ' ∈ S, and this is used as using independent variable value x ' The color parameter value of coordinate；Or, when the independent variable valueWhen, it should be become certainly with closest in color parameter value set S The element for measuring value x ' is used as the color parameter value of the coordinate.
In accordance with an embodiment of the present disclosure, when the independent variable valueWhen, color parameter value determining unit 822 determines most to connect Nearly independent variable x ' element can be the absolute value subtracted each other by each element in color parameter value set S and independent variable value x ' It is compared, the minimum element of the absolute value is the element closest to independent variable value x '.
Or, color parameter value determining unit 822 determine can also be closest to independent variable x ' element, for example, working as color When colour parameter value set S is integer set [1,99], independent variable value x ' progress is rounded up obtained value, as most connecing Nearly independent variable value x ' element.
In accordance with an embodiment of the present disclosure, modular converter 620 can will carry out clicking on each in the region of temperature analysis The click volume of coordinate is converted to corresponding color parameter value, subsequently to enter to each coordinate according to corresponding color parameter value Row color rendering.
Fig. 9 diagrammatically illustrates the frame of the computer system for displayed web page click volume according to the embodiment of the present disclosure Figure.
Fig. 9 diagrammatically illustrates the structural representation suitable for being used for the computer system 900 for realizing the embodiment of the present disclosure.
As shown in figure 9, computer system 900 includes CPU (CPU) 901, it can be read-only according to being stored in Program in memory (ROM) 902 or be loaded into program in random access storage device (RAM) 903 from storage part 908 and Perform various appropriate actions and processing.In RAM 903, the system that is also stored with 900 operates required various programs and data. CPU 901, ROM 902 and RAM 903 are connected with each other by bus 904.Input/output (I/O) interface 905 is also connected to always Line 904.
I/O interfaces 905 are connected to lower component：Importation 906 including keyboard, mouse etc.；Penetrated including such as negative electrode The output par, c 907 of spool (CRT), liquid crystal display (LCD) etc. and loudspeaker etc.；Storage part 908 including hard disk etc.； And the communications portion 909 of the NIC including LAN card, modem etc..Communications portion 909 via such as because The network of spy's net performs communication process.Driver 910 is also according to needing to be connected to I/O interfaces 905.Detachable media 911, such as Disk, CD, magneto-optic disk, semiconductor memory etc., are arranged on driver 910, in order to read from it as needed Computer program be mounted into as needed storage part 908.
Especially, in accordance with an embodiment of the present disclosure, the process described above with reference to flow chart may be implemented as computer Software program.For example, embodiment of the disclosure includes a kind of computer program product, it includes being carried on computer-readable medium On computer program, the computer program include be used for execution flow chart shown in method program code.In such reality Apply in example, the computer program can be downloaded and installed by communications portion 909 from network, and/or from detachable media 911 are mounted.When the computer program is performed by CPU (CPU) 901, limited in the system for performing the disclosure Above-mentioned functions.
It should be noted that the computer-readable medium shown in the disclosure can be computer-readable signal media or meter Calculation machine readable storage medium storing program for executing either the two any combination.Computer-readable recording medium for example can be --- but not Be limited to --- electricity, magnetic, optical, electromagnetic, system, device or the device of infrared ray or semiconductor, or it is any more than combination.Meter The more specifically example of calculation machine readable storage medium storing program for executing can include but is not limited to：Electrical connection with one or more wires, just Take formula computer disk, hard disk, random access storage device (RAM), read-only storage (ROM), erasable type and may be programmed read-only storage Device (EPROM or flash memory), optical fiber, portable compact disc read-only storage (CD-ROM), light storage device, magnetic memory device, Or above-mentioned any appropriate combination.In the disclosure, computer-readable recording medium can any include or store journey The tangible medium of sequence, the program can be commanded execution system, device or device and use or in connection.And at this In open, computer-readable signal media can be included in a base band or as the data-signal of carrier wave part propagation, Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but not limit In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can Any computer-readable medium beyond storage medium is read, the computer-readable medium, which can send, propagates or transmit, to be used for Used by instruction execution system, device or device or program in connection.Included on computer-readable medium Program code can be transmitted with any appropriate medium, be included but is not limited to：Wirelessly, electric wire, optical cable, RF etc., or above-mentioned Any appropriate combination.
Flow chart and block diagram in accompanying drawing, it is illustrated that according to the system of the various embodiments of the disclosure, method and computer journey Architectural framework in the cards, function and the operation of sequence product.At this point, each square frame in flow chart or block diagram can generation The part of one module of table, program segment or code, a part for above-mentioned module, program segment or code is comprising one or more Executable instruction for realizing defined logic function.It should also be noted that in some realizations as replacement, institute in square frame The function of mark can also be with different from the order marked in accompanying drawing generation.For example, two square frames succeedingly represented are actual On can perform substantially in parallel, they can also be performed in the opposite order sometimes, and this is depending on involved function.Also It is noted that the combination of each square frame in block diagram or flow chart and the square frame in block diagram or flow chart, can use and perform rule Fixed function or the special hardware based system of operation realize, or can use the group of specialized hardware and computer instruction Close to realize.
Being described in unit involved in the embodiment of the present disclosure can be realized by way of software, can also be by hard The mode of part is realized.Described unit can also be set within a processor, for example, can be described as：A kind of processor bag Include transmitting element, acquiring unit, determining unit and first processing units.Wherein, the title of these units is under certain conditions simultaneously The restriction in itself to the unit is not constituted, for example, transmitting element is also described as " sending picture to the service end connected Obtain the unit of request ".
As on the other hand, a kind of computer-readable medium is additionally provided in accordance with an embodiment of the present disclosure.Above computer Computer-readable recording medium carries one or more program, when said one or multiple programs are performed, it is possible to achieve according to this The method for displayed web page coordinate click volume of open embodiment, including：Set up each coordinate of any region on webpage Click on duration set D and the color parameter value set S of a preset range mapping relations；According to the mapping relations, by the region The click volume of each coordinate be converted to the color parameter value of each coordinate；And to each coordinate foundation phase in the region Answer color parameter value to carry out color rendering, form the thermodynamic chart in the region, wherein different color parameter values is corresponding to different Color and/or brightness.
Wherein, the difference of the maximum colours parameter value in color parameter value set S and minimum color parameter value, which is less than, clicks on The difference of maximum click volume and minimum click volume in duration set D.Color parameter value set S can be integer set [1,99].
Set up the click duration set D and the color parameter value set of a preset range of each coordinate of any region on webpage S mapping relations include：Choose calculate click volume functional expression f (x), wherein x ∈ S, and the functional expression f (x) include to Few two parameters to be determined；The corresponding relation of N group characteristic points in the color parameter value set S and click duration set D is set up, its In, N is equal to the number of the parameter to be determined, and at least includes f (s in the corresponding relation of the N group characteristic pointsmax)=dmaxAnd f (smin)=dmin, wherein smaxAnd sminMaximum colours parameter value and minimum color ginseng in respectively color parameter value set S Numerical value, dmaxAnd dminMaximum click volume and minimum click volume in respectively click duration set D；According to the N group characteristic points Corresponding relation calculates the value for obtaining parameter to be determined in the functional expression f (x).Specifically, the function of the calculating click volume of the selection Formula can be：F (x)=ax2+ bx+c, x ∈ S, wherein a, b, c are parameter to be determined, now set up the color parameter value collection The corresponding relation of N group characteristic points in S and click duration set D is closed, can also include setting up f (sm)=dm, wherein dmIt is the click Click volume intermediate value in duration set D, smFor the color parameter intermediate value in color parameter value set S.
The click volume of each coordinate in the region is converted to the color parameter value bag of each coordinate according to mapping relations Include：To any coordinate, according to the functional expression f (x) for calculating click volume, by the click value of the known coordinate it is counter solve it is corresponding Independent variable value x '；As independent variable value x ' ∈ S, the color parameter value using independent variable value x ' as the coordinate, or Person works as the independent variable valueWhen, the element using in color parameter value set S closest to independent variable value x ' is used as this The color parameter value of coordinate.
Embodiment of this disclosure is described above.But, the purpose that these embodiments are merely to illustrate that, and It is not intended to limit the scope of the present disclosure.Although respectively describing each embodiment more than, but it is not intended that each reality Apply the measure in example and can not be advantageously combined and use.The scope of the present disclosure is defined by the appended claims and the equivalents thereof.Do not take off From the scope of the present disclosure, those skilled in the art can make a variety of alternatives and modifications, and these alternatives and modifications should all fall at this Within scope of disclosure.

Claims (16)

1. a kind of method for displayed web page coordinate click volume, including：
Set up the click duration set D of each coordinate of any region and color parameter value set S of a preset range on webpage Mapping relations；
According to the mapping relations, the color for be converted to each coordinate by the click volume of each coordinate in the region is joined Numerical value；And
Color rendering is carried out according to corresponding color parameter value to each coordinate in the region, the thermodynamic chart in the region is formed, Wherein different color parameter values corresponds to different colors and/or brightness.
2. according to the method described in claim 1, wherein,
Maximum colours parameter value and the difference of minimum color parameter value in the color parameter value set S are less than the click volume The difference of maximum click volume and minimum click volume in set D.
3. according to the method described in claim 1, wherein, set up the click duration set D of each coordinate of any region on webpage With the color parameter value set S of preset range mapping relations, including：
Functional expression f (x), wherein the x ∈ S for calculating click volume are chosen, and the functional expression f (x) includes at least two and treated really Determine parameter；
The color parameter value set S and the corresponding relation of N group characteristic points in the click duration set D are set up, wherein,
N is equal to the number of the parameter to be determined, and
At least include f (s in the corresponding relation of the N groups characteristic pointmax)=dmaxWith f (smin)=dmin, wherein smaxAnd sminPoint Maximum colours parameter value that Wei be in the color parameter value set S and minimum color parameter value, dmaxAnd dminIt is respectively described Click on the maximum click volume and minimum click volume in duration set D；
The value for obtaining parameter to be determined in the functional expression f (x) is calculated according to the corresponding relation of the N groups characteristic point.
4. method according to claim 3, wherein
The functional expression of the calculating click volume of the selection is：F (x)=ax2+ bx+c, x ∈ S, wherein a, b, c are ginseng to be determined Number.
5. method according to claim 4, wherein setting up the color parameter value set S and N in the click duration set D The corresponding relation of group characteristic point, in addition to：
Set up f (sm)=dm, wherein dmIt is the click volume intermediate value in the click duration set D, smFor the color parameter value set S In color parameter intermediate value.
6. the method according to claim 3~5 any one, according to the mapping relations, by each seat in the region The color parameter value that target click volume is converted to each coordinate includes：
To any coordinate, according to the functional expression f (x) for calculating click volume, correspondence is solved by the click value of the known coordinate is counter Independent variable value x '；
As the independent variable value x ' ∈ S, the color parameter value using independent variable value x ' as the coordinate；
Or, when the independent variable valueWhen, with the color parameter value set S closest to independent variable value x's ' Element as the coordinate color parameter value.
7. according to the method described in claim 1, wherein, the color parameter value set S be integer set [1,99].
8. a kind of device for displayed web page coordinate click volume, including：
Module is set up in mapping, for setting up the click duration set D of each coordinate of any region and a preset range on webpage Color parameter value set S mapping relations；
Modular converter, for according to the mapping relations, the click volume of each coordinate in the region to be converted into each coordinate Color parameter value；
Rendering module, color rendering is carried out for each coordinate to the region according to corresponding color parameter value, forms described The thermodynamic chart in region, wherein different color parameter values corresponds to different colors and/or brightness.
9. device according to claim 8, wherein,
Maximum colours parameter value and the difference of minimum color parameter value in the color parameter value set S are less than the click volume The difference of maximum click volume and minimum click volume in set D.
10. device according to claim 8, wherein, module is set up in the mapping to be included：
Unit is chosen, functional expression f (x), wherein the x ∈ S of click volume are calculated for choosing, and the functional expression f (x) includes At least two parameters to be determined；
Characteristic relation sets up unit, for setting up the color parameter value set S and N group characteristic points in the click duration set D Corresponding relation, wherein,
N is equal to the number of the parameter to be determined, and
At least include f (s in the corresponding relation of the N groups characteristic pointmax)=dmaxWith f (smin)=dmin, wherein smaxAnd sminPoint Maximum colours parameter value that Wei be in the color parameter value set S and minimum color parameter value, dmaxAnd dminIt is respectively described Click on the maximum click volume and minimum click volume in duration set D；
First computing unit, calculates according to the corresponding relation of the N groups characteristic point and obtains ginseng to be determined in the functional expression f (x) Several values.
11. device according to claim 10, wherein
The functional expression of the calculating click volume of the selection is：F (x)=ax2+ bx+c, x ∈ S, wherein a, b, c are ginseng to be determined Number.
12. device according to claim 11, wherein setting up the color parameter value set S and the click duration set D The corresponding relation of middle N groups characteristic point, in addition to：
Set up f (sm)=dm, wherein dmIt is the click volume intermediate value in the click duration set D, smFor the color parameter value set S In color parameter intermediate value.
13. the device according to claim 10~12 any one, modular converter includes：
Second computing unit, for any coordinate, according to the functional expression f (x) for calculating click volume, by the point of the known coordinate Hit that value is counter to solve corresponding independent variable value x '；
Color parameter value determining unit, for as the independent variable value x ' ∈ S, the coordinate to be used as using independent variable value x ' Color parameter value；Or, when the independent variable valueWhen, it should be become certainly with closest in the color parameter value set S The element for measuring value x ' is used as the color parameter value of the coordinate.
14. device according to claim 8, wherein, the color parameter value set S is integer set [1,99].
15. a kind of system for displayed web page click volume, including one or more memories, be stored with executable instruction；With And
One or more processors, perform the executable instruction, to realize according to according to any one of claims 1 to 7 Method.
16. a kind of computer-readable recording medium, is stored thereon with executable instruction, the instruction makes processing when being executed by processor Method any one of device perform claim requirement 1~7.
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