CN109117232A - The adaptive recommended method of customized interaction area - Google Patents
The adaptive recommended method of customized interaction area Download PDFInfo
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- CN109117232A CN109117232A CN201810946090.1A CN201810946090A CN109117232A CN 109117232 A CN109117232 A CN 109117232A CN 201810946090 A CN201810946090 A CN 201810946090A CN 109117232 A CN109117232 A CN 109117232A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
- G06F9/451—Execution arrangements for user interfaces
Abstract
The present invention is the adaptive proposed algorithm of customized interaction area, region definition includes appearance definition and instruction definition, appearance definition refers to that user freely draws appearance, including size, color, location and shape, after user defines appearance, user can be with the corresponding instruction and triggering mode of customized each interaction area；After end region definition, self defined area is shown to and is directed to individual and group's shape carries out the identification of trigger area range, it is afterwards the setting of user's intelligent recommendation interaction area according to the definition situation of user information and interaction area, user information includes the gender of user, age, the elements such as mood, the invention belongs to computer fittings technologies and soft project crossing domain.
Description
Technical field
The present invention is the adaptive recommended method of customized interaction area, belongs to computer fittings technology and soft project is handed over
Fork field.
Background technique
Portable mobile termianl in daily life is using screen if mobile phone has almost become manpower one product
On interaction area when will appear inconvenient situation, first, by taking cell phone keyboard as an example, all keyboards are arranged according to system
Good mode arrangements, the size of keyboard, shape etc. have been fixed, and unique flexible personal settings can only also change Background
Piece；Second, switch between each keyboard it is troublesome, although existed system provides convenient switching mode, this convenient switching
Mode is using the inconvenience that remains unchanged, such as wants to be switched to emoticon keyboard after having used Chinese keyboard, has but been directly entered English
Keyboard, can not be in the target requirement for meeting user at the first time；Third, portable mobile termianl do not provide interaction area letter
It is singly quickly accomplished the target requirement of user, for example, user wants the arrangement or background in homepage one-key operation icon
Setting, these are all the short slabs of current interaction area；4th, current interaction area is not intelligently according to the heart of user
Feelings and mood recommend suitable interaction area appearance；The present invention is the adaptive proposed algorithm of customized interaction area, and region is fixed
Justice includes appearance definition and instruction definition, and appearance definition refers to that user freely draws appearance, including size, color, location and shape,
After user defines appearance, user can be with the corresponding instruction and triggering mode of customized each interaction area；After end region definition,
Self defined area is shown and be directed to individual and group's shape carry out trigger area range identification, after according to user information
It is the setting of user's intelligent recommendation interaction area with the definition situation of interaction area, user information includes the gender of user, the age,
The elements such as mood.
Summary of the invention
Architecture
Fig. 1 gives the system figure of the adaptive recommended method of customized interaction area；Region definition includes that appearance defines and refers to
Definition is enabled, appearance definition refers to that user freely draws appearance, including size, color, and location and shape after user defines appearance, are used
It family can be with the corresponding instruction and triggering mode of customized each interaction area；After end region definition, The present invention gives make by oneself
The methods of exhibiting in adopted region and recognition methods for complete and incomplete shape, identify behind region in identification region and
It is encoded outside region；It is afterwards setting for user's intelligent recommendation interaction area according to the definition situation of user information and interaction area
It sets, user information includes the gender of user, age, the elements such as mood；
Region defines (DIY): region defines (DIY) and is divided into appearance definition (DIYIND) and instruction definition (DIYOR) two parts；With
(U) freely draws interaction area (DIY in visualization window at familyIND), DIYIND ={INDNum, INDSize, INDCL, INDRelLoc,
INDFI, INDNumIt is the number of customized interaction area, facilitates and distinguish different DIYIND, number can be customized by users, can also
It is numbered by system default, each DIYINDIt can indicate multiple instruction (DIYOR) content；INDSizeIt is the size of interaction area,
It is measured by pixel set, pixel set constitutes a region, and all pixels in region all can trigger interaction area and then hold
Row user instruction (DIYOR)；INDCLRefer to the color of interaction area, INDCL=px, RGB(red, green, blue) }, px refers to picture
Element, RGB is by R(red), G(green), B(blue) and the ratios of three kinds of colors matches colors, and the value of each single item can be between 0 ~ 255
Integer, be also possible to 0% ~ 100% percentage；INDRelLocRefer to interaction area (DIYIND) the opposite position relative to screen
It sets, in user to DIYINDIt carries out after drawing, records DIYINDFinal place location of pixels after movement；INDFIRefer to interaction area
Shape, record user it is customized after region shape, shape be divided into individual (l) and group (m), the classification of individual shapes such as table 1
It is shown；
The classification of 1 shape of table
Operation part (DIYOR): DIYOR={INDNUM, ORDES, ORTRI, INDNUMIt is the number of customized interaction area, it is convenient
Distinguish different DIYIND, each DIYINDIt can indicate multiple instruction content；ORDESRefer to the self defined area instruction to be executed
Content；Because this patent does not limit the type of screen, ORTRIRefer to the triggering of self defined area instructions to be executed content
Mode；
Exposition (DIYSW): DIYSW ={INDNum, INDCL, INDRelLoc, INDFI, ORDES, SWWay, INDNumRefer to customized
The number of interaction area, color when displaying is DIYINDMiddle deposited user's custom colors (INDCL), position when displaying
As DIYINDRelative position (IND of the middle self defined area relative to screenRelLoc), shape when displaying is DIYINDMiddle institute
Customized shape (the IND of the user depositedFI), each DIYINDOne or more OR can be corresponded toDESIf storing multiple ORDES, just
To use SWWayThe display form of middle storage is presented, such as after one interaction area of selection, by all ORDESLinearly show,
One of OR is selected by user oneself againDESIt executes；It can also be by all ORDESAround DIYINDIt is arranged by circle, user is certainly
One of circle execution ... the SW of oneself selectionWayIt is customized by the user；
The identification (IDEN) of trigger area: this be in order to identify user is customized draw out figure after regional scope, IDEN=
{ Cla, Sol, IndMeth } is made of three algorithms；It is the process in region of being triggered that algorithm 1, which illustrates multifunction interactive region,；
(1)Cla(IND FI ,n)→l∪m: Shape Classification function Cla is based on the shape in the customized interaction area IND of user
INDFI, when shape distance existsnIn (being obtained by machine learning), it is denoted asl, individual shapes are shown to be, if being more thann, it is denoted asm, table
Show that shape is group；
(2)Sol(l,α) →l i : when point, line, region are combined into an individual, it is determined as a little or line or region, it is referred to as individual
Shape Classification, the individual shapes classification that individual shapes classification function Sol is obtained based on Cla functionl, as shown in Table 1 above,l
Be divided into point (l 1 ), line (l 2 ) and region (l 3 ), it (is obtained by machine learning) in conjunction with size threshold value α, is such as worked asl 1 Withl 2 It is combined together,
It is denoted as in threshold rangel 1 , otherwise it is denoted asl 2 ；
(3)IndMeth(Cla,pro 1 , pro 2 ) → (k,h): range recognition function is based on Shape Classification function Cla, Cla delineation
Range is the regional scope of triggerable instruction after user's contact, and k is centre of figure, and h is the delineation distance of distance k；Work as figure
When imperfect, in conjunction with interpolation processing (pro1) select the preferable pixel of information as the space for increasing, making up blank pixel, and simultaneously
The non-pixel closed on that only uses keeps figure complete；When figure is group's shape, then each figure is obtained through projection
Central point, using clustering algorithm (pro2) look for central point in entire scope；
Table 2 illustrates customized interaction area example and according to the identification of algorithm 1 as a result, recognition result range such as dash-dotted gray line circle
It is shown；
The corresponding example of 2 recognition methods of table and recognition result
Triggering part (TH): having different triggering forms on different types of screen, when screen (not limiting screen classification)
Upper entrance is encoded to 0 region, then to trigger successfully, interaction area is started to work；In double-sided screen, triggering can be from relative to just
The rear screen of face curtain carries out, or is carried out together by two sides screen, or aobvious from front screen triggering from rear screen
Show；Triggering can be sent out by length of time etc. the mode in the difference of pressure, the number in touch interaction region, touch interaction region
It is raw；Form of ownership is all customized by the user；
Proposed algorithm (REC): proposed algorithm can be when carrying out customized to interaction area according to user information and historical record
Graphical user preference is provided for user, commonly uses color, commonly uses position, commonly uses exhibition method, triggering mode etc. is commonly used and recommends；REC=
(Pre, List, Mat) is made of three algorithms:
(1)Pre(m,s,a,d) → (IND CL ,IND FI ): the anticipation function national m based on user, the gender s of user, user's
The mood d of age a and user predict the color that user uses in customized interaction area according to the combination of four parameters
INDCLWith shape INDFI；
(2) List(n) → (List(DIY IND ∪DIY OR ∪DIY SW )): ranking functions are based on user self-defined area in historical record
Appearance (the DIY in domainIND), instruct (DIYOR) and exhibition method (DIYSW) definition frequency n, distinguish by n sequence from big to small
It sorts to appearance, instruction and exhibition method；
(3) Mat(Pre,List) → (DIY IND ,DIY OR ,DIY SW ): adaptation function is by anticipation function Pre and ranking functions List
In conjunction with obtaining, position pointed by the branch after combination is recalled into database, provides appearance (DIY for userIND), instruction
(DIYOR) and exhibition method (DIYSW) recommendation.
The utility model has the advantages that
The method of the present invention proposes region definition, displaying and the recognition methods of customized interaction area, has the following advantages:
1) interaction area proposed by the present invention realizes personalization, and user can be allowed by drawing come customized interaction area
Appearance and the content etc. executed instruction；
2) interaction area proposed by the present invention can be the appearance and instruction that user recommends interaction area according to information of user etc.
Setting etc.；
3) interaction area proposed by the present invention is customized by the user, and meets the use habit of user, and user can be easily and rapidly
Complete target instruction target word demand.
Detailed description of the invention
Fig. 1 is the system figure of the adaptive proposed algorithm of customized interaction area；
Fig. 2 is the specific implementation flow chart of the adaptive proposed algorithm of customized interaction area.
Specific embodiment
The detailed process of the adaptive proposed algorithm of customized interaction area is as follows:
Shown in 001 in step 1) corresponding diagram 2, allow by user, obtains the information (U) of user, U={ UID, UMin, USex, UAge,
UMood, UIDIndicate that the number of user, the number of each user are unique；UMinIndicate the nationality of user, USexIndicate user's
Gender, UAgeIndicate the age of user；UMoodRefer to the mood of user；
Into customized part (DIY), customized part is divided into interaction area (DIYIND) and instruction (DIYOR) two parts；
Shown in 002 in step 2 corresponding diagram 2, into predicted portions, predicted portions are indicated are as follows:
Pre(m, s, a, d) → (INDCL, INDFI): national m of the anticipation function based on user, the gender s of user, the age of user
The mood d of a and user predict the color IND that user uses in customized interaction area according to the combination of four parametersCL
With shape INDFI；
Shown in 003 in step 3) corresponding diagram 2, user freely draws interaction area (DIY in visualization windowIND), in this step
The middle record DIY for obtaining region and definingIND, DIYIND ={INDNum, INDSize, INDCL, INDRelLoc, INDFI, INDNumIt is certainly
The number for defining interaction area facilitates and distinguishes different DIYIND, each DIYINDIt can indicate multiple instruction (DIYOR) content；
INDCLRefer to the color of interaction area, INDCL=px, RGB(red, green, blue) }, px refers to pixel, and RGB is by R(red), G
(green), B(blue) ratios of three kinds of colors matches colors, and the value of each single item can be the integer between 0 ~ 255, be also possible to
0% ~ 100% percentage；Position (IND of the customized interaction area of user relative to screenRelLoc) in user to DIYINDIt carries out
After dilatory, DIY is recordedINDFinal place location of pixels after movement；Size (the IND of interaction areaSize), by pixel set Lai
It measures, pixel set constitutes a region, and all pixels in region all can trigger interaction area and then execute user instruction
(DIYOR)；INDFIRefer to the shape of interaction area, INDFIRefer to user it is customized after interaction area shape, shape be divided into individual (l)
With group (m), the classification of individual shapes is as shown in table 1；
The classification schedule of 1 shape of table
Shown in 004 in step 4) corresponding diagram 2, obtains user defined commands part and record (DIYOR), DIYOR={INDNUM,
ORDES, ORTRI, INDNUMIt is the number of customized interaction area, facilitates and distinguish different DIYIND, each DIYINDIt can be with table
Show multiple instruction content；ORDESRefer to the self defined area command content to be executed；Because this patent does not limit the type of screen, institute
With ORTRIRefer to the triggering mode of self defined area instructions to be executed content；Content (the OR of user defined commandsDES), it uses
Family selects a self defined area, can show command content, each self defined area can be a variety of by the requirement representation of user
Different instructions；Such as after the triggering of interaction area, allow user select to carry out " deleting Article 3 information ", " screen brightens ",
Which of instructions such as " message for replying first good friend of social software " instruction, the mode that several instructions occur can pass through
Dragging etc. is embodied in various ways, and is all customized by the user；Triggering mode (the OR of user defined commandsTRI), different types of
Have different triggering forms on screen, when on screen (not limiting screen classification) enter be encoded to 0 region, then for triggering at
Function, interaction area are started to work；In double-sided screen, triggering can be carried out from the rear screen relative to front screen, or by two
Face curtain carries out together, or triggers from front screen from rear screen and show；Triggering can be handed over by the difference of pressure, contact
The number in mutual region, touch interaction region length of time etc. mode occur；Form of ownership is all customized by the user；
Shown in 005 in step 5) corresponding diagram 2, obtains user's methods of exhibiting and record (DIYSW): DIYSW ={INDNum, INDCL,
INDRelLoc, INDFI, ORDES, SWWay, INDNumRefer to the number of customized interaction area, color when displaying is DIYINDMiddle institute
User's custom colors (the IND depositedCL), position when displaying is DIYINDOpposite position of the middle self defined area relative to screen
Set (INDRelLoc), shape when displaying is DIYINDThe middle customized shape (IND of deposited userFI), each DIYINDIt can be right
Answer one or more ORDESIf storing multiple ORDESIt is necessary to use SWWayThe display form of middle storage is presented, such as selection one
After a interaction area, by all ORDESIt linearly shows, then one of OR is selected by user oneselfDESIt executes；It can also be with
By all ORDESAround DIYINDIt is arranged by circle, user oneself selects one of circle execution ... SWWayCertainly by user
Definition；
Shown in 006 in step 6) corresponding diagram 2, parameter of the step 4) into step 6) is ranked up, List(n) → (List
(DIYIND∪DIYOR∪DIYSW)): appearance (DIY of the ranking functions based on user's self defined area in historical recordIND), instruction
(DIYOR) and exhibition method (DIYSW) definition frequency n, by the sequence of n from big to small respectively to appearance, instruction and exhibition method
Sequence；
It shown in 007 in step 7) corresponding diagram 2, is matched in conjunction with predicted portions, result is recommended into user, Mat(Pre,
List) → (DIYIND, DIYOR, DIYSW): adaptation function is combined by anticipation function Pre and ranking functions List and is obtained, into number
Position pointed by the branch after combination is recalled according to library, provides appearance (DIY for userIND), instruct (DIYOR) and exhibition method
(DIYSW) recommendation；
Shown in 008 in step 8) corresponding diagram 2, enter trigger area identification (IDEN) after user is customized, this is to identify
The customized regional scope drawn out after figure of user, IDEN={ Cla, Sol, IndMeth } are made of three algorithms；Algorithm 1 is opened up
Show that multifunction interactive region is the process in region of being triggered；
(1)Cla(IND FI ,n)→l∪m: Shape Classification function Cla is based on the shape in the customized interaction area IND of user
INDFI, when shape distance existsnIn (being obtained by machine learning), it is denoted asl, individual shapes are shown to be, if being more thann, it is denoted asm, table
Show that shape is group；
(2)Sol(l,α) →l i : when point, line, region are combined into an individual, it is determined as a little or line or region, it is referred to as individual
Shape Classification, the individual shapes classification that individual shapes classification function Sol is obtained based on Cla functionl, as shown in Table 1,lPoint
For point (l 1 ), line (l 2 ) and region (l 3 ), it (is obtained by machine learning) in conjunction with size threshold value α, is such as worked asl 1 Withl 2 In conjunction in threshold value model
It is denoted as in enclosingl 1 , otherwise it is denoted asl 2 ；
(3)IndMeth(Cla,pro 1 , pro 2 ) → (k,h): range recognition function is based on Shape Classification function Cla, Cla delineation
Range is the regional scope of triggerable instruction after user's contact, and k is centre of figure, and h is the delineation distance of distance k；Work as figure
When imperfect, in conjunction with interpolation processing (pro1) select the preferable pixel of information as the space for increasing, making up blank pixel, and simultaneously
The non-pixel closed on that only uses keeps figure complete；When figure is group's shape, then each figure is obtained through projection
Central point, using clustering algorithm (pro2) look for central point in entire scope.
Claims (1)
1. the present invention is the adaptive recommended method of customized interaction area, region definition includes appearance definition and instruction definition,
Appearance definition refers to that user freely draws appearance, including size, and color, location and shape, after user defines appearance, user can be certainly
Define the corresponding instruction and triggering mode of each interaction area；After end region definition, The present invention gives self defined areas
Methods of exhibiting and for individual and group's shape recognition methods, compiled after identifying region in identification region and outside region
Code, encodes after identifying region in identification region and outside region；Afterwards according to the definition feelings of user information and interaction area
Condition is the setting of user's intelligent recommendation interaction area, and user information includes the gender of user, age, the elements such as mood；It can make by oneself
The detailed process in the adaptive multifunction interactive region of justice is as follows:
Step 1) allows by user, obtains the information (U) of user, U={ UID, UMin, USex, UAge, UMood, UIDIndicate user's
Number, the number of each user are unique；UMinIndicate the nationality of user, USexIndicate the gender of user, UAgeIndicate user's
Age；UMoodRefer to the mood of user；
Into customized part (DIY), customized part is divided into interaction area (DIYIND) and instruction (DIYOR) two parts；
Step 2 enters predicted portions, and predicted portions indicate are as follows:
Pre(m, s, a, d) → (INDCL, INDFI): the anticipation function national m based on user, the gender s of user, the age a of user
The color IND that user uses in customized interaction area is predicted according to the combination of four parameters with the mood d of userCLWith
Shape INDFI；
Step 3) user freely draws interaction area (DIY in visualization windowIND), obtain what region defined in this step
Record DIYIND, DIYIND ={INDNum, INDSize, INDCL, INDRelLoc, INDFI, INDNumIt is the volume of customized interaction area
Number, facilitate and distinguishes different DIYIND, each DIYINDIt can indicate multiple instruction (DIYOR) content；INDCLRefer to interaction area
Color, INDCL=px, RGB(red, green, blue) }, px refers to pixel, and RGB is by R(red), G(green), B(blue) three
The ratio of color is planted to match colors, the value of each single item can be the integer between 0 ~ 255, be also possible to 0% ~ 100% percentage；With
Position (IND of the customized interaction area in family relative to screenRelLoc) in user to DIYINDIt carries out after drawing, records DIYINDIt moves
Final place location of pixels after dynamic；Size (the IND of interaction areaSize), it is measured by pixel set, pixel set constitutes one
A region, all pixels in region all can trigger interaction area and then execute user instruction (DIYOR)；INDFIRefer to interaction area
Shape, INDFIRefer to user it is customized after interaction area shape, shape be divided into individual (l) and group (m), point of individual shapes
Class is as shown in table 1；
The classification schedule of 1 shape of table
Step 4) obtains user defined commands part and records (DIYOR), DIYOR={INDNUM, ORDES, ORTRI, INDNUMIt is to make by oneself
The number of adopted interaction area facilitates and distinguishes different DIYIND, each DIYINDIt can indicate multiple instruction content；ORDESRefer to certainly
The definition region command content to be executed；Because this patent does not limit the type of screen, ORTRIRefer to that self defined area is wanted
The triggering mode of the command content of execution；Content (the OR of user defined commandsDES), user selects a self defined area, meeting
Show command content, each self defined area can be by a variety of different instructions of requirement representation of user；A such as interaction
After the triggering of region, user is allowed to select to carry out " deleting Article 3 information ", " screen brightens ", " reply first good friend of social software
Message " etc. instruction which of instruction, it is several instruction occur modes can by pull etc. be embodied in various ways, all by
User is customized；Triggering mode (the OR of user defined commandsTRI), there is different triggering forms on different types of screen,
When entering the region for being encoded to 0 on screen (not limiting screen classification), then to trigger successfully, interaction area is started to work；?
In double-sided screen, triggering can be carried out from the rear screen relative to front screen, or be carried out together by two sides screen, or from
Front screen triggering is shown from rear screen；Triggering can be by the difference of pressure, the number in touch interaction region, touch interaction area
The length of time in domain etc. mode occurs；Form of ownership is all customized by the user；
Step 5) obtains user's methods of exhibiting and records (DIYSW): DIYSW ={INDNum, INDCL, INDRelLoc, INDFI, ORDES,
SWWay, INDNumRefer to the number of customized interaction area, color when displaying is DIYINDMiddle deposited user's custom colors
(INDCL), position when displaying is DIYINDRelative position (IND of the middle self defined area relative to screenRelLoc), when displaying
Shape be DIYINDThe middle customized shape (IND of deposited userFI), each DIYINDOne or more OR can be corresponded toDES,
If storing multiple ORDESIt is necessary to use SWWayThe display form of middle storage is presented, such as after one interaction area of selection, by institute
There is ORDESIt linearly shows, then one of OR is selected by user oneselfDESIt executes；It can also be by all ORDESIt surrounds
DIYINDIt is arranged by circle, user oneself selects one of circle execution ... SWWayIt is customized by the user；
Step 6) is ranked up parameter of the step 4) into step 6), List(n) → (List(DIYIND∪DIYOR∪
DIYSW)): appearance (DIY of the ranking functions based on user's self defined area in historical recordIND), instruct (DIYOR) and displaying side
Formula (DIYSW) definition frequency n, by the sequence of n from big to small respectively to appearance, instruction and exhibition method sort；
Step 7) combination predicted portions are matched, and result is recommended user, Mat(Pre, List) → (DIYIND, DIYOR,
DIYSW): adaptation function is combined by anticipation function Pre and ranking functions List and is obtained, into database by the institute of branch after combination
The position of direction recalls, and provides appearance (DIY for userIND), instruct (DIYOR) and exhibition method (DIYSW) recommendation；
Enter trigger area identification (IDEN) after step 8) user is customized, this is to draw out figure user is customized to identify
Regional scope after shape, IDEN={ Cla, Sol, IndMeth } are made of three algorithms；Algorithm 1 illustrates multifunction interactive region
It is the process in region of being triggered；
(1)Cla(IND FI ,n)→l∪m: Shape Classification function Cla is based on the shape in the customized interaction area IND of user
INDFI, when shape distance existsnIn (being obtained by machine learning), it is denoted asl, individual shapes are shown to be, if being more thann, it is denoted asm, table
Show that shape is group；
(2)Sol(l,α) →l i : when point, line, region are combined into an individual, it is determined as a little or line or region, referred to as a bodily form
Shape classification, the individual shapes classification that individual shapes classification function Sol is obtained based on Cla functionl, as shown in Table 1,lIt is divided into
Point (l 1 ), line (l 2 ) and region (l 3 ), it (is obtained by machine learning) in conjunction with size threshold value α, is such as worked asl 1 Withl 2 In conjunction in threshold range
Inside it is denoted asl 1 , otherwise it is denoted asl 2 ；
(3)IndMeth(Cla,pro 1 , pro 2 ) → (k,h): range recognition function is based on Shape Classification function Cla, and Cla draws a circle to approve model
The regional scope that can trigger instruction after user's contact is enclosed, k is centre of figure, and h is the delineation distance of distance k；When figure not
When complete, in conjunction with interpolation processing (pro1) select the preferable pixel of information as increase, make up the space of blank pixel, and be not
Only using the pixel closed on keeps figure complete；When figure is group's shape, then each figure is obtained through projection
Central point, using clustering algorithm (pro2) look for central point in entire scope.
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Application publication date: 20190101 |