CN108228063A - A kind of preference scheme determines method, apparatus and electronic equipment - Google Patents
A kind of preference scheme determines method, apparatus and electronic equipment Download PDFInfo
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- CN108228063A CN108228063A CN201810027608.1A CN201810027608A CN108228063A CN 108228063 A CN108228063 A CN 108228063A CN 201810027608 A CN201810027608 A CN 201810027608A CN 108228063 A CN108228063 A CN 108228063A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0487—Interaction techniques based on graphical user interfaces [GUI] using specific features provided by the input device, e.g. functions controlled by the rotation of a mouse with dual sensing arrangements, or of the nature of the input device, e.g. tap gestures based on pressure sensed by a digitiser
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
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Abstract
An embodiment of the present invention provides a kind of preference schemes to determine method, apparatus and electronic equipment, and this method includes：A scheme in showing first scheme and alternative plan in the first position of screen, and another scheme is shown in the second position, after shown first scheme and alternative plan stop the first preset time, shown first scheme and alternative plan disappear, and a default mark is shown in first position or the second position；For the default mark occurred at different locations, obtain reaction time of the user to default mark, above-mentioned steps are repeated by preset rules, the reaction time corresponding to first kind position relationship and the reaction time corresponding to the second class position relationship are obtained respectively, when the reaction time corresponding to first kind position relationship, less than the reaction time corresponding to the second class position relationship, then first scheme is determined as to the preference scheme of user.Under the premise of user does not need to subjective judgement, the preferred designing scheme of user can accurately be determined.
Description
Technical field
The present invention relates to field of computer technology, determine that method, apparatus and electronics are set more particularly to a kind of preference scheme
It is standby.
Background technology
In the fields such as industrial design, advertisement design and software interface design, it is often necessary to user is investigated, with
Preference of the user to various designing schemes is determined, so as to which the designing scheme of user's more preference be used to improve expiring for user
Meaning degree and user experience for example, in the operation interface of design software, by being investigated to user, determine that user is easier to connect
By with favorite operation interface, so as to use the operation interface, can preferably attract user, improve user and the operation interface
User experience when interacting.
In the prior art, a large amount of investigator is generally required, by showing a variety of designing schemes, Ran Houtong to user
It crosses and the form of questionnaire or interview is carried out to user to determine user's design preferred between multiple designing schemes
Scheme.
However, when adopting with the aforedescribed process, many users are possible to not describe or perceive different designs side
Preference between case, so as to which obtained investigation result may be not accurate enough, so as to cause final identified design
Scheme cannot preferably promote user experience.
Invention content
A kind of preference scheme that is designed to provide of the embodiment of the present invention determines method, apparatus and electronic equipment, with more
Accurately determine the preferred designing scheme of user.Specific technical solution is as follows：
An embodiment of the present invention provides a kind of preference schemes to determine method, including：
A scheme in showing first scheme and alternative plan in the first position of screen, and the of the screen
Two positions show another scheme in the first scheme and the alternative plan, wherein, the first scheme is sets in advance
The designing scheme put, the alternative plan are pre-set designing scheme, and the first scheme is with the alternative plan for not
Same designing scheme；
It is shown after the shown first scheme and the alternative plan stop the first preset time in the screen
The first scheme and the alternative plan disappear, and show that in the first position or the second position one is marked in advance
Know；
For the default mark occurred at different locations, reaction time of the user to the default mark is obtained, it is described
Since the reaction time be showing the default mark, sees the default mark and for the pre- of different location to the user
Bidding knows the time interval for making corresponding operation；
Above-mentioned Overall Steps are repeated by preset rules, when obtaining the reaction corresponding to first kind position relationship respectively
Between and the second class position relationship corresponding to reaction time, the first kind position relationship for the first scheme with it is described pre-
Bidding is known at same position, and the second class position relationship appears in not for the first scheme and the default mark
At position；
It is anti-corresponding to less than the second class position relationship when the reaction time corresponding to the first kind position relationship
Between seasonable, then the first scheme is determined as to the preference scheme of the user.
Optionally, the reaction time corresponding to the first kind position relationship, including：
It is described when the first scheme is in the first position, and the default mark is in the first position
User is directed to the first reaction time of the default mark,
And when the first scheme is in the second position, and the default mark is in the second position,
The user is directed to the second reaction time of the default mark；
Reaction time corresponding to the second class position relationship, including：
It is described when the first scheme is in the first position, and the default mark is in the second position
User is directed to the third reaction time of the default mark,
And when the first scheme is in the second position, and the default mark is in the first position,
The user is directed to the 4th reaction time of the default mark.
Optionally, reaction time and the second class position relationship institute obtained respectively corresponding to first kind position relationship
The corresponding reaction time, including：
More than two first reaction time, more than two second reaction time, more than two thirds are obtained respectively
Reaction time and more than two 4th reaction time；
It is flat by the average value in described two the first above reaction time and described two the second above reaction time
Mean value, as the reaction time corresponding to the first kind position relationship；
It is flat by the average value in described two above third reaction time and described two the 4th above reaction time
Mean value, as the reaction time corresponding to the second class position relationship.
Optionally, the reaction time when corresponding to the first kind position relationship, less than the second class position relationship institute
The first scheme is then determined as the preference image of the user by the corresponding reaction time, including：
It is anti-according to the average value and the third in the average value in first reaction time and second reaction time
Average value and the average value in the 4th reaction time between seasonable, preference function is calculated by preset formula, when described inclined
When good index is more than 0, the first scheme is determined as to the preference scheme of the user；
Wherein described first preset formula is：
t1For the average value in the third reaction time, t2For the average value in second reaction time, t3It is the described 4th
The average value in reaction time, t4Average value for first reaction time.
Optionally, it is described to obtain more than two first reaction time, more than two second reaction time, two respectively
After a above third reaction time and more than two 4th reaction time, the method further includes；
To acquired described two the first above reaction time, described two the second above reaction time, described
More than two third reaction time and described two the 4th above reaction time are screened, and removal is less than the first default threshold
Value or the reaction time more than the second predetermined threshold value, wherein second predetermined threshold value is more than first predetermined threshold value.
The embodiment of the present invention additionally provides a kind of preference scheme determining device, including：
First display module, for a scheme in showing first scheme and alternative plan in the first position of screen,
And another scheme in the first scheme and the alternative plan is shown in the second position of the screen, wherein, institute
First scheme is stated as pre-set designing scheme, the alternative plan is pre-set designing scheme, the first scheme
It is different designing schemes from the alternative plan；
Second display module stops first for the shown first scheme in the screen and the alternative plan
After preset time, the shown first scheme and the alternative plan disappear, and in the first position or described second
Position shows a default mark；
Acquisition module for being directed to the default mark occurred at different locations, obtains user to the default mark
Since reaction time, the reaction time are showing the default mark, see the default mark and needle to the user
The time interval of corresponding operation is made to the default mark of different location；
Iteration module for repeating above-mentioned Overall Steps by preset rules, obtains first kind position relationship institute respectively
Reaction time corresponding to corresponding reaction time and the second class position relationship, the first kind position relationship are described first
Scheme with the default mark at same position, for the first scheme with described preset by the second class position relationship
Mark is at different location；
Selecting module, for working as the reaction time corresponding to the first kind position relationship, less than the second class position
The first scheme is then determined as the preference scheme of the user by the reaction time corresponding to relationship.
Optionally, the reaction time corresponding to the first kind position relationship in described device, including：
It is described when the first scheme is in the first position, and the default mark is in the first position
User is directed to the first reaction time of the default mark,
And when the first scheme is in the second position, and the default mark is in the second position,
The user is directed to the second reaction time of the default mark；
The reaction time corresponding to the second class position relationship in described device, including：
It is described when the first scheme is in the first position, and the default mark is in the second position
User is directed to the third reaction time of the default mark,
And when the first scheme is in the second position, and the default mark is in the first position,
The user is directed to the 4th reaction time of the default mark.
Optionally, the iteration module, is specifically used for：
More than two first reaction time, more than two second reaction time, more than two thirds are obtained respectively
Reaction time and more than two 4th reaction time；By the average value and described two in described two the first above reaction time
The average value in a the second above reaction time, as the reaction time corresponding to the first kind position relationship；
It is flat by the average value in described two above third reaction time and described two the 4th above reaction time
Mean value, as the reaction time corresponding to the second class position relationship.
Optionally, the selecting module, is specifically used for：
It is anti-according to the average value and the third in the average value in first reaction time and second reaction time
Average value and the average value in the 4th reaction time between seasonable, preference function is calculated by preset formula, when described inclined
When good index is more than 0, the first scheme is determined as to the preference scheme of the user；
Wherein described first preset formula is：
t1For the average value in the third reaction time, t2For the average value in second reaction time, t3It is the described 4th
The average value in reaction time, t4Average value for first reaction time.
Optionally, described device further includes：
Screening module, for acquired described two the first above reaction time, described two above second
Reaction time, described two above third reaction time and described two the 4th above reaction time are screened, and are removed
Less than the first predetermined threshold value or the reaction time more than the second predetermined threshold value, wherein second predetermined threshold value is more than described the
One predetermined threshold value.
The embodiment of the present invention additionally provides a kind of electronic equipment, total including processor, communication interface, memory and communication
Line, wherein, processor, communication interface, memory completes mutual communication by communication bus；
Memory, for storing computer program；
Processor during for performing the program stored on memory, realizes that any of the above-described preference scheme determines
Method.
At the another aspect that the present invention is implemented, a kind of computer readable storage medium is additionally provided, it is described computer-readable
Instruction is stored in storage medium, when run on a computer so that computer performs any of the above-described preference side
Case determines method.
At the another aspect that the present invention is implemented, the embodiment of the present invention additionally provides a kind of computer program production comprising instruction
Product, when run on a computer so that computer performs any of the above-described preference scheme and determines method.
A kind of user preference image provided in an embodiment of the present invention determines method, apparatus and electronic equipment, can by
The first position and the second position of screen show first scheme and contrast images simultaneously to user respectively, and when first scheme and
Contrast images show a default mark in first position or the second position after disappearing, and it is right to obtain first kind position relationship institute respectively
Reaction time corresponding to the reaction time answered and the second class position relationship；By comparing corresponding to first kind position relationship
Reaction time corresponding to reaction time and the second class position relationship, it may be determined that go out first scheme whether be user preference
Image.May thereby determine that out designing scheme that the first scheme shown whether be user's more preference designing scheme.Pass through
The above method, under the premise of user does not need to make subjective judgement, during by testing the reaction of user under different location relationship
Between, what can be quantified reflects preference of the user to first scheme and alternative plan, so as to be determined more accurately
Go out the preferred designing scheme of user.Certainly, implement any of the products of the present invention or method must be not necessarily required to reach simultaneously with
Upper all advantages.
Description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, to embodiment or will show below
There is attached drawing needed in technology description to be briefly described.
Fig. 1 is the flow chart that preference scheme provided in an embodiment of the present invention determines method；
Fig. 2 is the schematic diagram of display first scheme provided in an embodiment of the present invention and alternative plan；
Fig. 3 is the schematic diagram of the default mark of display provided in an embodiment of the present invention；
Fig. 4 is the structure chart of preference scheme determining device provided in an embodiment of the present invention；
Fig. 5 is the structure chart of electronic equipment provided in an embodiment of the present invention.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present invention, the technical solution in the embodiment of the present invention is described.
Based on the research being biased in psychology for human attention, experience from external different location when individual or
During visual stimulus at region, brain can give different Automobile drivings to different visual stimulus.When to some position or area
After domain was distributed after attention or was assigned with more attentions to some position or region, occur again in this region
When needing the visual stimulus judged, individual can be very fast to the reaction of the visual stimulus, conversely, reaction then can be relatively slow.
Based on above-mentioned psychologic theory, the preference scheme that can be provided through the embodiment of the present invention determines method, can be with
The scheme of user's more preference is determined more accurately out.Preference scheme provided in an embodiment of the present invention is determined below method into
The specific description of row.
Referring to Fig. 1, Fig. 1 is the flow chart that preference scheme provided in an embodiment of the present invention determines method, including：
Step 110, a scheme in showing first scheme and alternative plan in the first position of screen, and in the screen
The second position of curtain shows another scheme in first scheme and alternative plan, wherein, first scheme is set to be pre-set
Meter scheme, alternative plan are pre-set designing scheme, and first scheme is different designing schemes from alternative plan.
The embodiment of the present invention can be applied to each class of electronic devices, for example, computer, mobile phone and server etc..Electronics
Equipment can be by itself screen or external screen, the first position and the second position in screen it is same to user respectively
When show first scheme and first scheme.First position and the second position can be two arbitrary regions in screen, for example, can be with
Screen is symmetrically divided into left screen and right screen, using left screen as first position, right screen is as second
It puts；Or screen can also be symmetrically divided into upside screen and downside screen etc., specifically, can be according to first scheme and the
The shapes and sizes of two schemes are selected.
First scheme and alternative plan can be same type of different designs scheme, for example, can be that two kinds of advertisements are set
Meter scheme, two kinds of picture designing schemes, two kinds of software interface designing schemes, two kinds of product design schemes etc..First scheme and
Alternative plan can be shown by still image or in the form of animation, short-sighted frequency etc. on the screen, so that user is watched.
For example, with reference to Fig. 2, the left side of screen is first position in Fig. 2, and the right side of screen is the second position, can be shown in first position
Show first scheme, alternative plan is shown in the second position.
When watching first scheme and alternative plan, brain can automatically distribute not first scheme and alternative plan user
Same attention.
In the another embodiment of the embodiment of the present invention, in step 101, first party is shown in the first position of screen
A scheme in case and alternative plan, and show in the second position of screen another in first scheme and alternative plan
Before scheme, an identifier, and continuously display second preset time can be shown in center Screen.The identifier can be each
The mark of kind of shape, as "+", "." etc..Second preset time can be configured as needed, generally can be 400ms.
By the identifier can focusing on user among screen, can be more accurate so as to when carrying out step 101
The true brain for making user distributes different attentions for the first scheme at different location and alternative plan.
Step 120, after first scheme shown in screen and alternative plan stop the first preset time, shown the
One scheme and alternative plan disappear, and a default mark is shown in first position or the second position.
Shown first scheme and alternative plan can stop the first preset time on screen, and the first preset time can be with
It is configured as needed, can be generally 500ms, user is made to have the sufficient time to come to first scheme and alternative plan distribution
Different attentions.After the first preset time is reached, shown first scheme and alternative plan disappear simultaneously in screen.
After shown first scheme and alternative plan disappear simultaneously, it can be shown in the first position of screen or the second position
Show a default mark.The default mark can only appear on a position in first position or the second position every time.This is default
Mark can be variously-shaped symbol or mark, such as can be dot, box etc..For example, with reference to example shown in Fig. 2,
After first scheme shown in Fig. 2 and alternative plan disappear, as shown in figure 3, occurring default mark in the first position of screen.Figure
It can be a black circle that mark is preset in 3.The default mark appears in the first position in the left side, the i.e. screen of screen.
Step 130, for the default mark occurred at different locations, reaction time of the user to default mark is obtained,
Reaction time is since the default mark of display, sees to user and default identify and made pair for the default mark of different location
The time interval for the operation answered.
After first position on the screen or the second position show default mark, user can be timely to appearing in
Default mark at different location makes corresponding reaction or operation.For example, the default mark occurred at different location, is used
Family can make corresponding operation by clicking different buttons, and e.g., when default mark appears in first position, user clicks
First button；When default mark appears in the second position, user clicks the second button.Electronic equipment is from showing the pre- bidding
Know the time interval for receiving the operation of user, it can be as the reaction time of user.Certainly, in practical applications, electronics
Equipment can also obtain the reaction time of user in other way, for example, the movement by sensor senses user eyeball
Alternatively, other different reactions action made by detecting user for the default mark at different location etc..
Step 140, above-mentioned Overall Steps are repeated by preset rules, obtained respectively corresponding to first kind position relationship
Reaction time corresponding to reaction time and the second class position relationship, first kind position relationship are first scheme and default mark
At same position, the second class position relationship is identified with default at different location for first scheme.
The recursive step 110 that performs of electronic equipment arrives step 130, and when performing each time, by preset rules
So that default mark appears in different positions, and can also in each perform by the preset rules by first scheme and the
It is replaced the position that two schemes occur in screen.Wherein, preset rules refer to pre-set, preset mark alternatively,
First scheme and alternative plan when performing step 110 to step 130 every time, the position appeared in screen.
For example, preset rules can be：When performing for the first time, first scheme is in first position, and alternative plan is in second
It puts, and default mark appears in first position；
Second when performing, and first scheme is in first position, and alternative plan is in the second position, and default mark appears in the
Two positions.
It is performed twice by above-mentioned, the reaction time corresponding to first kind position relationship and the second class position can be obtained
Reaction time corresponding to relationship.When first kind position relationship refers to that first scheme appears in same position with default mark.Example
Such as, in previous example, when performing first time, first scheme and default mark are both present in first position, so as to hold for the first time
The row obtained reaction time can be the reaction time corresponding to first kind position relationship.Second class position relationship refers to
When one scheme appears in different location with default mark.That is, in previous example, the obtained reaction time is being performed for the second time,
It can be the reaction time corresponding to the second class position relationship.
Certainly, the preset rules in above-mentioned example refer to a kind of sequence the simplest, in practical applications, preset rules
It can be configured as needed, change the position that first scheme occurs with alternative plan when can such as perform every time, and random
There is default mark in different location.As long as first scheme appears in same position with default mark, the reaction of acquisition
Time is the reaction time corresponding to first kind position relationship, as long as likewise, first scheme appears in not with default mark
With position when, the reaction time of acquisition is the reaction time corresponding to the second class position relationship.Preset rules can pass through
The mode of programming realizes or can also be realized by way of hardware or, software and hardware combining that specific implementation belongs to existing
There is technology, repeat no more.
Step 150, it is anti-corresponding to less than the second class position relationship when the reaction time corresponding to first kind position relationship
Between seasonable, then first scheme is determined as to the preference scheme of user.
Electronic equipment is obtained corresponding to reaction time and the second class position relationship corresponding to first kind position relationship
After reaction time, it is possible to the scheme of user's more preference is determined by comparing the size in the two reaction time.
When user watches first scheme shown in screen and alternative plan, brain can be interested from trend, more
The scheme of deviation distributes more attentions, and then after default mark occurs in the position where the program, then user is pre- to this
The reaction time that bidding is known can be shorter.So a scheme in first scheme and alternative plan, such as first party can be directed to
Case, the reaction time corresponding to first kind position relationship and the reaction time corresponding to the second class position relationship to be utilized to determine
Go out whether user more dares interest to first scheme or be more biased to.
If the reaction time corresponding to first kind position relationship, during less than reaction corresponding to the second class position relationship
Between.Then represent that user is assigned with more attentions to the position of first scheme, so as to be appeared in when default mark in first party
During the same position of case, the reaction time corresponding to obtained first kind position relationship is shorter.So, it is believed that Yong Hugeng
First scheme can be determined as the preference scheme of user by biasing to first scheme.If corresponding to first kind position relationship
Reaction time, more than the reaction time corresponding to the second class position relationship, then it represents that user arrives more Automobile drivings
Position where alternative plan, so, it is believed that compared to first scheme, user is more biased to alternative plan, so, then may be used
Using the preference scheme by alternative plan as user.
In embodiments of the present invention, by showing first scheme and alternative plan at the different location of screen to user,
Then default mark is shown after picture disappearance, and obtains the reaction time of user when default mark appears in different location, into
And first kind position relationship corresponding reaction time and the second class position relationship corresponding reaction time are obtained, by comparing first
Class position relationship corresponding reaction time and the size in the second class position relationship corresponding reaction time, it may be determined that go out user more
The good scheme of biasing.By the above method, under the premise of user does not need to make subjective judgement, closed by testing different location
In the reaction time of the lower user of system, it can reflect preference of the user to first scheme and alternative plan, so as to more
Accurately determine the preferred designing scheme of user.
With reference to the above embodiments, in preference scheme provided in an embodiment of the present invention determines method, first kind position
Reaction time corresponding to relationship can include：
When first scheme is in first position, and default mark is in first position, user is for the of default mark
One reaction time and, when first scheme is in the second position, and default mark is in the second position, user is for default
Second reaction time of mark.
In reaction time corresponding to second class position relationship, it can include：
When first scheme is in first position, and default mark is in the second position, user is for the of default mark
Three reaction time and, when first scheme is in the second position, and default mark is in first position, user is for default
4th reaction time of mark.
When determining method using preference scheme provided in an embodiment of the present invention in practice, preset rules can be included at least
4 steps 110 are performed to step 130, and when performing, it is shown in screen to change first scheme and alternative plan respectively
Position, and at the same time changing default mark position shown in screen.
So as to which the time corresponding to first kind position relationship can include two kinds, i.e., when first scheme is in first position,
And default the first reaction time identified when being in first position and first scheme are in the second position, and default mark is in
The second reaction time during the second position.
Likewise, the time corresponding to the second class position relationship can include two kinds, i.e., when first scheme is in first
It puts, and the default third reaction time identified when being in the second position and first scheme are in the second position, and at default mark
The 4th reaction time when first position.
When respectively obtain the first reaction time and the second reaction time and third reaction time and the 4th reaction time it
Afterwards, it is possible to repeatedly compare first kind position relationship corresponding reaction time and the second class position relationship corresponding reaction time,
So as to which the preferred scheme of user is determined more accurately out.
With reference to each embodiment above, step 140, the reaction time corresponding to first kind position relationship is obtained respectively,
In reaction time with corresponding to the second class position relationship, it can include：
Step 141, obtain respectively more than two first reaction time, more than two second reaction time, two with
On the third reaction time and more than two 4th reaction time.
In practical applications, it is identified when appearing in different location for default in order to more be accurately obtained user
Reaction time can obtain multiple reaction time respectively for first kind position relationship and the second class position relationship.
For example, with reference to the above embodiments, for first kind position relationship, obtain respectively the first multiple reaction time and
The second multiple reaction time；For the second class position relationship, multiple third reaction time and the multiple the 4th are obtained respectively
Reaction time.Specific number can be determined as needed, generally can be 5 times.
When number is 5 times, for above-mentioned four kinds of reaction time, then 20 tests can be carried out to user, that is, repeat to hold
Row step 110 is to step 130, totally 20 times.Before test, preset rules can be configured in advance, so that electronics
Equipment can repeat 20 steps 110 to step 130 according to preset rules.Specifically, preset rules can be each
When repeating step 110 to step 130, all random appearance one kind position relationship, so as to which user is avoided to generate inertia
Reaction action.
Step 142, it is flat by the average value in more than two first reaction time and more than two second reaction time
Mean value, as the reaction time corresponding to first kind position relationship.
Step 143, by the average value in more than two third reaction time and described two the 4th above reaction time
Average value, as the reaction time corresponding to the second class position relationship.
When obtaining multiple reaction time, it can average to multiple reaction time, utilize being averaged for reaction time
Value, then follow-up step determine the preferred scheme of user.
For example, with reference to above example, 5 the first reaction time, 5 the second reaction time, 5 thirds can be respectively obtained
Reaction time and 5 the 4th reaction time.Then it can respectively average to it.And when can be by first be reacted respectively
Between average value and the average value in the second reaction time, as the reaction time corresponding to first kind position relationship and by
The average value in three reaction time and the average value in the 4th reaction time, as the reaction time corresponding to the second class position relationship.
By the multiple acquisition reaction time, and the average value of calculating reacting time, when can more accurately reflect true reaction
Between, so as to further improve the accuracy during scheme of determining user preference.
With reference to above embodiment, when being averaged for the average value for obtaining for the first reaction time respectively and the second reaction time
When value and the average value in third reaction time and the average value in the 4th reaction time, step 150, when first kind position relationship
First scheme less than the reaction time corresponding to the second class position relationship, is then determined as user's by the corresponding reaction time
Preference image can include：
According to being averaged for the average value in the first reaction time and the average value in the second reaction time and third reaction time
Value and the average value in the 4th reaction time, preference function is calculated by preset formula, when preference function is more than 0, by first
Scheme is determined as the preference scheme of user.
Wherein preset formula is：
t1For the average value in third reaction time, t2For the average value in the second reaction time, t3For putting down for the 4th reaction time
Mean value, t4Average value for the first reaction time.
In above-mentioned preset formula, by the average value and for calculating first kind position relationship corresponding two kinds of reaction time
The average value in two class position relationships corresponding two kinds of reaction time, and the difference of average value is calculated, and two differences are asked
Average value.Obtain preference function.If the preference function is more than zero, then it represents that the second class position relationship corresponding reaction time,
Reaction time corresponding more than first kind position relationship.I.e. when first scheme appears in same position with default mark, user
Reaction time it is shorter.So, it is believed that first scheme is more biased to by user compared to alternative plan, can be by
One scheme is determined as the preference scheme of user.
Similarly, if the preference function is less than 0, then it represents that the second class position relationship corresponding reaction time, less than the
A kind of position relationship corresponding reaction time.I.e. when first scheme appears in different location with default mark, that is, second
When scheme appears in same position with default mark, the reaction time of user is shorter.So it is considered that second orientation is user
Alternative plan can be determined as the preference scheme of user by the scheme being more biased towards.
In embodiments of the present invention, by preset formula, the preferred scheme of user can be determined more accurately out, and
And the degree for finding out that user is preferred that can be quantified by preference function, for example, the absolute value of the preference function is bigger, then table
Show that the preference of user is stronger.
With reference to above embodiment, in step 141, more than two first reaction time, more than two are obtained respectively
After second reaction time, more than two third reaction time and more than two 4th reaction time, the embodiment of the present invention
The preference scheme of offer determines that method can also include；
Step 143, to acquired more than two first reaction time, more than two second reaction time, two
Above third reaction time and more than two 4th reaction time are screened, and removal is less than the first predetermined threshold value or greatly
In the reaction time of the second predetermined threshold value, wherein the second predetermined threshold value is more than the first predetermined threshold value.
It is more corresponding to multiple reaction time and the second class position relationship corresponding to first kind position relationship when obtaining
After a reaction time, due to user in operation, for example, according to the occurred different location of default mark, the is clicked
When one button or the second button, maloperation may be generated, it is e.g., default without click keys or not seeing for a long time
Too fast is clicked before mark.
In order to avoid the data in user misoperation introduced inaccurate reaction time.The reaction time can obtained
Afterwards, the reaction time is screened, so as to remove the inaccurate reaction time.
Specifically, can by each reaction time obtained respectively with the first predetermined threshold value and the second predetermined threshold value into
Row compares.It is less than the first predetermined threshold value between when reacted or more than the second predetermined threshold value, it may be considered that the reaction time is not
The accurate reaction time, it should be removed.Wherein, the first predetermined threshold value and the second predetermined threshold value can be set as needed
It puts, general first predetermined threshold value can be 397ms.Second predetermined threshold value can be the standard deviation in multiple reaction time that is obtained
3 times.Wherein, the standard deviation in multiple reaction time obtained can be multiple anti-to be obtained for every a kind of position relationship
Between seasonable, the standard deviation that calculates respectively.It, can be with after 5 the first reaction time is obtained for example, with reference to above example
For the first reaction time calculate standard deviation, then using 3 times of numerical value of the standard deviation be used as dedicated for screening first react when
Between the second predetermined threshold value.
In embodiments of the present invention, by the first predetermined threshold value and the second predetermined threshold value, to reaction time for being obtained into
Row screening, so as to eliminate inaccurate data, can enable and more accurately reflect user's according to the reaction time
Preference, so that it is determined that going out the preferred scheme of user.
Referring to Fig. 4, Fig. 4 is the structure chart of preference scheme determining device provided in an embodiment of the present invention, including：
First display module 401, for a side in the first position of screen display first scheme and alternative plan
Case, and show in the second position of the screen another scheme in the first scheme and the alternative plan, wherein,
The first scheme be pre-set designing scheme, the alternative plan be pre-set designing scheme, the first party
Case is different designing schemes from the alternative plan；
Second display module 402 stops for the shown first scheme in the screen and the alternative plan
After first preset time, the shown first scheme and the alternative plan disappear, and in the first position or described
The second position shows a default mark；
Acquisition module 403 for being directed to the default mark occurred at different locations, obtains user to the default mark
Reaction time, the reaction time be since show it is described it is default mark, to the user see it is described it is default mark simultaneously
The time interval of corresponding operation is made for the default mark of different location；
Iteration module 404 for repeating above-mentioned Overall Steps by preset rules, obtains first kind position relationship respectively
Reaction time corresponding to corresponding reaction time and the second class position relationship, the first kind position relationship are described the
One scheme with it is described it is default mark at same position, the second class position relationship for the first scheme with it is described pre-
Bidding, which is known, to be occurred at different locations；
Selecting module 405, for working as the reaction time corresponding to the first kind position relationship, less than the second class position
The reaction time corresponding to relationship is put, then the first scheme is determined as to the preference scheme of the user.
In embodiments of the present invention, by showing first scheme and alternative plan at the different location of screen to user,
Then default mark is shown after picture disappearance, and obtains the reaction time of user when default mark appears in different location, into
And first kind position relationship corresponding reaction time and the second class position relationship corresponding reaction time are obtained, by comparing first
Class position relationship corresponding reaction time and the size in the second class position relationship corresponding reaction time, it may be determined that go out user more
The good scheme of biasing.By the above method, under the premise of user does not need to make subjective judgement, closed by testing different location
In the reaction time of the lower user of system, it can reflect preference of the user to first scheme and alternative plan, so as to more
Accurately determine the preferred designing scheme of user.
Optionally, in preference scheme determining device provided in an embodiment of the present invention, the first kind in described device
Reaction time corresponding to position relationship, including：
It is described when the first scheme is in the first position, and the default mark is in the first position
User is directed to the first reaction time of the default mark,
And when the first scheme is in the second position, and the default mark is in the second position,
The user is directed to the second reaction time of the default mark；
The reaction time corresponding to the second class position relationship in described device, including：
It is described when the first scheme is in the first position, and the default mark is in the second position
User is directed to the third reaction time of the default mark,
And when the first scheme is in the second position, and the default mark is in the first position,
The user is directed to the 4th reaction time of the default mark.
Optionally, in preference scheme determining device provided in an embodiment of the present invention, the iteration module 404 is specific to use
In：
More than two first reaction time, more than two second reaction time, more than two thirds are obtained respectively
Reaction time and more than two 4th reaction time；By the average value and described two in described two the first above reaction time
The average value in a the second above reaction time, as the reaction time corresponding to the first kind position relationship；
It is flat by the average value in described two above third reaction time and described two the 4th above reaction time
Mean value, as the reaction time corresponding to the second class position relationship.
Optionally, in preference scheme determining device provided in an embodiment of the present invention, the selecting module 405 is specific to use
In：
It is anti-according to the average value and the third in the average value in first reaction time and second reaction time
Average value and the average value in the 4th reaction time between seasonable, preference function is calculated by preset formula, when described inclined
When good index is more than 0, the first scheme is determined as to the preference scheme of the user；
Wherein described first preset formula is：
t1For the average value in the third reaction time, t2For the average value in second reaction time, t3It is the described 4th
The average value in reaction time, t4Average value for first reaction time.
Optionally, in preference scheme determining device provided in an embodiment of the present invention, described device further includes；
Screening module, for acquired described two the first above reaction time, described two above second
Reaction time, described two above third reaction time and described two the 4th above reaction time are screened, and are removed
Less than the first predetermined threshold value or the reaction time more than the second predetermined threshold value, wherein second predetermined threshold value is more than described the
One predetermined threshold value.
The embodiment of the present invention additionally provides a kind of electronic equipment, as shown in figure 5, including processor 501, communication interface 502,
Memory 503 and communication bus 504, wherein, processor 501, communication interface 502, memory 503 is complete by communication bus 504
Into mutual communication,
Memory 503, for storing computer program；
Processor 501 during for performing the program stored on memory 503, realizes following steps：
A scheme in showing first scheme and alternative plan in the first position of screen, and the of the screen
Two positions show another scheme in the first scheme and the alternative plan, wherein, the first scheme is sets in advance
The designing scheme put, the alternative plan are pre-set designing scheme, and the first scheme is with the alternative plan for not
Same designing scheme；
It is shown after the shown first scheme and the alternative plan stop the first preset time in the screen
The first scheme and the alternative plan disappear, and show that in the first position or the second position one is marked in advance
Know；
For the default mark occurred at different locations, reaction time of the user to the default mark is obtained, it is described
Since the reaction time be showing the default mark, sees the default mark and for the pre- of different location to the user
Bidding knows the time interval for making corresponding operation；
Above-mentioned Overall Steps are repeated by preset rules, when obtaining the reaction corresponding to first kind position relationship respectively
Between and the second class position relationship corresponding to reaction time, the first kind position relationship for the first scheme with it is described pre-
Bidding is known at same position, and the second class position relationship appears in not for the first scheme and the default mark
At position；
It is anti-corresponding to less than the second class position relationship when the reaction time corresponding to the first kind position relationship
Between seasonable, then the first scheme is determined as to the preference scheme of the user.
The communication bus that above-mentioned electronic equipment is mentioned can be PCI (Peripheral ComponentInterconnect,
Peripheral Component Interconnect standard) (Extended Industry StandardArchitecture extend industry mark by bus or EISA
Quasi- structure) bus etc..The communication bus can be divided into address bus, data/address bus, controlling bus etc..For ease of representing, in figure
It is only represented with a thick line, it is not intended that an only bus or a type of bus.
Communication interface is for the communication between above-mentioned electronic equipment and other equipment.
Memory can include RAM (Random Access Memory, random access memory), can also include NVM
(Non-Volatile Memory, nonvolatile memory), for example, at least a magnetic disk storage.Optionally, memory may be used also
To be at least one storage device for being located remotely from aforementioned processor.
Above-mentioned processor can be general processor, including CPU (Central Processing Unit, central processing
Device), NP (Network Processor, network processing unit) etc.；It can also be DSP (DigitalSignal Processor, number
Word signal processor), ASIC (Application Specific Integrated Circuit, application-specific integrated circuit), FPGA
(Field-Programmable Gate Array, field programmable gate array) or other programmable logic device, discrete gate
Or transistor logic, discrete hardware components.
In another embodiment provided by the invention, a kind of computer readable storage medium is additionally provided, which can
It reads to be stored with instruction in storage medium, when run on a computer so that computer performs any institute in above-described embodiment
The preference scheme stated determines method.
In another embodiment provided by the invention, a kind of computer program product for including instruction is additionally provided, when it
When running on computers so that computer performs any preference scheme in above-described embodiment and determines method.
In the above-described embodiments, can come wholly or partly by software, hardware, firmware or its arbitrary combination real
It is existing.When implemented in software, it can entirely or partly realize in the form of a computer program product.The computer program
Product includes one or more computer instructions.When loading on computers and performing the computer program instructions, all or
It partly generates according to the flow or function described in the embodiment of the present invention.The computer can be all-purpose computer, special meter
Calculation machine, computer network or other programmable devices.The computer instruction can be stored in computer readable storage medium
In or from a computer readable storage medium to another computer readable storage medium transmit, for example, the computer
Instruction can pass through wired (such as coaxial cable, optical fiber, number from a web-site, computer, server or data center
User's line (DSL)) or wireless (such as infrared, wireless, microwave etc.) mode to another web-site, computer, server or
Data center is transmitted.The computer readable storage medium can be any usable medium that computer can access or
It is the data storage devices such as server, the data center integrated comprising one or more usable mediums.The usable medium can be with
It is magnetic medium, (for example, floppy disk, hard disk, tape), optical medium (for example, DVD) or semiconductor medium (such as solid state disk
SolidState Disk (SSD)) etc..
It should be noted that herein, relational terms such as first and second and the like are used merely to a reality
Body or operation are distinguished with another entity or operation, are deposited without necessarily requiring or implying between these entities or operation
In any this practical relationship or sequence.Moreover, term " comprising ", "comprising" or its any other variant are intended to
Non-exclusive inclusion, so that process, method, article or equipment including a series of elements not only will including those
Element, but also including other elements that are not explicitly listed or further include as this process, method, article or equipment
Intrinsic element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that
Also there are other identical elements in process, method, article or equipment including the element.
Each embodiment in this specification is described using relevant mode, identical similar portion between each embodiment
Point just to refer each other, and the highlights of each of the examples are difference from other examples.Especially for device,
For the embodiment of electronic equipment, computer readable storage medium and the computer program product comprising instruction, due to its base
Originally embodiment of the method is similar to, so description is fairly simple, the relevent part can refer to the partial explaination of embodiments of method.
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the scope of the present invention.It is all
Any modification, equivalent replacement, improvement and so within the spirit and principles in the present invention, are all contained in protection scope of the present invention
It is interior.
Claims (11)
1. a kind of preference scheme determines method, which is characterized in that including：
A scheme in showing first scheme and alternative plan in the first position of screen, and in the second of the screen
Another scheme shown in the first scheme and the alternative plan is put, wherein, the first scheme is pre-set
Designing scheme, the alternative plan are pre-set designing scheme, and the first scheme is different from the alternative plan
Designing scheme；
After the shown first scheme and the alternative plan stop the first preset time in the screen, shown institute
It states first scheme and the alternative plan disappears, and a default mark is shown in the first position or the second position；
For the default mark occurred at different locations, user is obtained to the reaction time of the default mark, the reaction
Since the time be showing the default mark, sees the default pre- bidding identified and be directed to different location to the user
Know the time interval for making corresponding operation；
Repeat above-mentioned Overall Steps by preset rules, respectively obtain first kind position relationship corresponding to reaction time and
Reaction time corresponding to second class position relationship, the first kind position relationship are the first scheme and the default mark
At same position, the second class position relationship appears in different location for the first scheme and the default mark
Place；
When the reaction time corresponding to the first kind position relationship, during less than reaction corresponding to the second class position relationship
Between, then the first scheme is determined as to the preference scheme of the user.
2. according to the method described in claim 1, it is characterized in that, reaction time corresponding to the first kind position relationship,
Including：
When the first scheme is in the first position, and the default mark is in the first position, the user
For the first reaction time of the default mark,
It is described and when the first scheme is in the second position, and the default mark is in the second position
User is directed to the second reaction time of the default mark；
Reaction time corresponding to the second class position relationship, including：
When the first scheme is in the first position, and the default mark is in the second position, the user
For the third reaction time of the default mark,
It is described and when the first scheme is in the second position, and the default mark is in the first position
User is directed to the 4th reaction time of the default mark.
It is 3. according to the method described in claim 2, it is characterized in that, anti-corresponding to the first kind position relationship of acquisition respectively
Reaction time between seasonable and corresponding to the second class position relationship, including：
More than two first reaction time, more than two second reaction time, the reaction of more than two thirds are obtained respectively
Time and more than two 4th reaction time；
By the average value in described two the first above reaction time and the average value in described two the second above reaction time,
As the reaction time corresponding to the first kind position relationship；
By the average value in described two above third reaction time and the average value in described two the 4th above reaction time,
As the reaction time corresponding to the second class position relationship.
4. the according to the method described in claim 3, it is characterized in that, reaction when corresponding to the first kind position relationship
The first scheme less than the reaction time corresponding to the second class position relationship, is then determined as the preference of the user by the time
Image, including：
When being reacted according to the average value in first reaction time and the average value in second reaction time and the third
Between average value and the average value in the 4th reaction time, preference function is calculated by preset formula, when the preference refers to
When number is more than 0, the first scheme is determined as to the preference scheme of the user；
Wherein described first preset formula is：
t1For the average value in the third reaction time, t2For the average value in second reaction time, t3For the described 4th reaction
The average value of time, t4Average value for first reaction time.
It is 5. according to the method described in claim 3, it is characterized in that, described when obtaining more than two first reactions respectively
Between, more than two second reaction time, after more than two third reaction time and more than two 4th reaction time,
The method further includes；
To acquired described two the first above reaction time, described two the second above reaction time, described two
Above third reaction time and described two the 4th above reaction time are screened, and removal is less than the first predetermined threshold value,
Or the reaction time more than the second predetermined threshold value, wherein second predetermined threshold value is more than first predetermined threshold value.
6. a kind of preference scheme determining device, which is characterized in that including：
First display module, for a scheme in the first position of screen display first scheme and alternative plan, and
Another scheme in the first scheme and the alternative plan is shown in the second position of the screen, wherein, described
One scheme is pre-set designing scheme, and the alternative plan is pre-set designing scheme, the first scheme and institute
Alternative plan is stated as different designing schemes；
It is default to stop first for the shown first scheme in the screen and the alternative plan for second display module
After time, the shown first scheme and the alternative plan disappear, and in the first position or the second position
The default mark of display one；
Acquisition module for being directed to the default mark occurred at different locations, obtains reaction of the user to the default mark
Since time, the reaction time are showing the default mark, see the default mark and for not to the user
Default mark with position makes the time interval of corresponding operation；
Iteration module for repeating above-mentioned Overall Steps by preset rules, obtains corresponding to first kind position relationship respectively
Reaction time and the second class position relationship corresponding to reaction time, the first kind position relationship be the first scheme
With the default mark at same position, the second class position relationship is the first scheme and the default mark
Occur at different locations；
Selecting module, for working as the reaction time corresponding to the first kind position relationship, less than the second class position relationship
The first scheme is then determined as the preference scheme of the user by the corresponding reaction time.
7. device according to claim 6, which is characterized in that corresponding to the first kind position relationship in described device
Reaction time, including：
When the first scheme is in the first position, and the default mark is in the first position, the user
For the first reaction time of the default mark,
It is described and when the first scheme is in the second position, and the default mark is in the second position
User is directed to the second reaction time of the default mark；
The reaction time corresponding to the second class position relationship in described device, including：
When the first scheme is in the first position, and the default mark is in the second position, the user
For the third reaction time of the default mark,
It is described and when the first scheme is in the second position, and the default mark is in the first position
User is directed to the 4th reaction time of the default mark.
8. device according to claim 7, which is characterized in that the iteration module is specifically used for：
More than two first reaction time, more than two second reaction time, the reaction of more than two thirds are obtained respectively
Time and more than two 4th reaction time；By the average value in described two the first above reaction time and it is described two with
On the second reaction time average value, as the reaction time corresponding to the first kind position relationship；
By the average value in described two above third reaction time and the average value in described two the 4th above reaction time,
As the reaction time corresponding to the second class position relationship.
9. device according to claim 8, which is characterized in that the selecting module is specifically used for：
When being reacted according to the average value in first reaction time and the average value in second reaction time and the third
Between average value and the average value in the 4th reaction time, preference function is calculated by preset formula, when the preference refers to
When number is more than 0, the first scheme is determined as to the preference scheme of the user；
Wherein described first preset formula is：
t1For the average value in the third reaction time, t2For the average value in second reaction time, t3For the described 4th reaction
The average value of time, t4Average value for first reaction time.
10. device according to claim 8, which is characterized in that described device further includes：
Screening module, for acquired described two the first above reaction time, described two the second above reactions
Time, described two above third reaction time and described two the 4th above reaction time are screened, and removal is less than
First predetermined threshold value or the reaction time more than the second predetermined threshold value, wherein second predetermined threshold value is more than described first in advance
If threshold value.
11. a kind of electronic equipment, which is characterized in that including processor, communication interface, memory and communication bus, wherein, processing
Device, communication interface, memory complete mutual communication by communication bus；
Memory, for storing computer program；
Processor during for performing the program stored on memory, realizes any method and steps of claim 1-5.
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| CN111190673A (en) * | 2019-12-20 | 2020-05-22 | 上海淇玥信息技术有限公司 | Page display method and device based on operation monitoring and electronic equipment |
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