CN104866082B - The method and apparatus read based on user behavior - Google Patents
The method and apparatus read based on user behavior Download PDFInfo
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- CN104866082B CN104866082B CN201410064634.3A CN201410064634A CN104866082B CN 104866082 B CN104866082 B CN 104866082B CN 201410064634 A CN201410064634 A CN 201410064634A CN 104866082 B CN104866082 B CN 104866082B
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Abstract
Provide a kind of method and device read based on user behavior, wherein method includes: to detect the face feature of user；According to face feature, the parameter of control read interface is determined；According to the parameter of control read interface, corresponding reading view is shown to user；Its device includes: detection module, parameter adjustment module and respond module.Method and device provided by the invention, realizing according to the face feature intelligence of user and can be understood quickly the intention of user；After user behavior when obtaining user and reading on mobile terminals, intelligence completes the operation that relevant operation and the adjustment to reading environment are read to mobile terminal, the both hands of user have been liberated, so that user read using mobile terminal simpler convenient, have improved the Experience Degree of user.
Description
Technical field
The present invention relates to the technical fields of terminal device, specifically, the method read the present invention is based on user and
Device.
Background technique
With the development of medium electronization and the extensive use of intelligent mobile terminal, more and more people's selection uses hand
The mobile terminals such as machine, tablet computer are read.Generally pass through key when user is read using mobile terminal or touches
The mode of screen adjusts reading environment or completes other operations relevant to reading.But key or the operation for touching screen
It is not convenient enough under certain living scenes, such as when being read using tablet computer, user generally require a hand hold it is flat
Plate computer, another hand are operated, but if the another hand of user is doing other things, inconvenient both hands are used in combination,
Complete corresponding operating.Meanwhile with the development of science and technology, people increasingly wish that mobile terminal can be intelligent when reading
, quickly understand the intention of user and respond, it is more intelligent with the interaction of mobile terminal, rather than mechanical by pressing
Key touches screen completion corresponding operation.
Currently, user needs the operation made to generally include following 9 kinds when being read on mobile terminals: selection is read
Reading data, open reading data, adjustment font size, adjustment brightness, page turning, jump to certain page, addition comment, close reading data,
Destruction operation.For the mobile terminal of no peripheral hardware keyboard, reading data is selected, reading data is opened, jumps to certain page, addition
Comment, close reading data, destruction operation usually by user touch screen specific region complete, and adjust font size, adjustment it is bright
Completion is then usually slided in degree, page turning on the screen by user's finger.Current commercial touch-screen is divided into two kinds: capacitive touch
Screen and resistance-type touch screen.The working principle of capacitive touch screens is as described below: having one layer of ITO(nano indium tin metal in capacitance touch screen
Oxide) coating as working face, draws four electrodes on four angles.When a finger is touching the screen, user and touch screen surface shape
At a coupled capacitor, finger will siphon away the electric current of a very little from contact point.This electric current is respectively from the electricity of touch screen quadrangle
Outflow in extremely, and the electric current for flowing through this four electrodes is directly proportional at a distance from finger to four angles.By to this four electric currents
Ratio accurately calculates, the position of available touch point.The working principle of resistive touch screen is as described below: in resistance touch screen
Equally there is ITO coating as working face, and there are upper layer and lower layer.When touch operation occurs, the ITO of lower layer can touch upper layer
ITO spreads out of corresponding electric signal via sensor, is sent to processor by conversion circuit, is converted on screen by operation
Coordinate value, to complete to click movement.For there is the mobile terminal of peripheral hardware keyboard, aforesaid operations are then usually complete by user key-press
At.
In terms of the reading operations of mobile terminal, there are following three disadvantages for current contact action and button operation:
(1) when being read using large screen mobile terminal, both hands are generally required and with the tune that could complete reading environment
Whole and other operations relevant to reading.This point is in many actual scenes to being read using large screen mobile terminal
User brings puzzlement.Because user is often read with a hand grip large screen mobile terminal in many actual scenes
It reads, the other affairs of another hand processing are taken notes on one side if one side is read.
(2) it even in the movement of key and touching screen, completes once operation relevant to reading and is often also required to
User continuously makes multiple movements, carries out once-through operation and needs to enter multistage submenu.
(3) movement of key and touching screen is that user actively issues, and mobile terminal responds this kind of movement, complete
It is not humanized enough at the adjustment of reading environment or other operation not smart enoughization relevant to reading.Especially perceived in user
With fast-developing current of human-computer interaction, requirement of the user for intelligent and humanized reading environment is more urgent.
Therefore, it is necessary to propose to be enable to basis based on the scheme that user behavior is intelligently read and obtain
The user behavior when user taken reads on mobile terminals, intelligence complete operate and to read relevant to mobile terminal reading
Read environment adjustment operation, liberated the both hands of user so that user read using mobile terminal it is simpler convenient,
Improve the Experience Degree of user.
Summary of the invention
The present invention provides the method and device read based on user behavior, special for the face by detection user
Sign, according to the face feature intelligence of user and is understood quickly the intention of user to realize intelligent reading.
To solve the problems, such as on the one hand said one in the prior art or multiple, the embodiment of the present invention provide one kind and be based on
The method that user behavior is read, comprising the following steps:
Detect the face feature of user；
According to the face feature, the parameter of control read interface is determined；
According to the parameter of the control read interface, corresponding reading view is shown to user.
On the other hand the embodiment of the present invention provides a kind of device read based on user behavior, including detection mould
Block, parameter adjustment module and respond module,
The detection module, for detecting the face feature of user；
The parameter adjustment module, for determining the parameter of control read interface according to the face feature；
The respond module shows corresponding reading view to user for the parameter according to the control read interface.
Above scheme proposed by the present invention, realizing according to the face feature intelligence of user and can be understood quickly user
Intention；After user behavior when obtaining user and reading on mobile terminals, intelligence is completed relevant to mobile terminal reading
The operation of operation and the adjustment to reading environment, has liberated the both hands of user, so that user is read using mobile terminal
It is simpler convenient, improve the Experience Degree of user.Further it is proposed that above scheme, very to the change of existing system
It is small, it will not influence the compatibility of system, and realize simple, efficient.
The additional aspect of the present invention and advantage will be set forth in part in the description, these will become from the following description
Obviously, or practice through the invention is recognized.
Detailed description of the invention
Above-mentioned and/or additional aspect and advantage of the invention will become from the following description of the accompanying drawings of embodiments
Obviously and it is readily appreciated that, in which:
Fig. 1 is that the present invention is based on a kind of flow charts of embodiment of method that user behavior is read；
Fig. 2 is that the present invention is based on a kind of structural schematic diagrams of embodiment of device that user behavior is read；
Fig. 3 is the structural schematic diagram for the device another kind embodiment read the present invention is based on user behavior.
Specific embodiment
The embodiment of the present invention is described below in detail, examples of the embodiments are shown in the accompanying drawings, wherein from beginning to end
Same or similar label indicates same or similar element or element with the same or similar functions.Below with reference to attached
The embodiment of figure description is exemplary, and for explaining only the invention, and is not construed as limiting the claims.
Those skilled in the art of the present technique are appreciated that unless expressly stated, singular " one " used herein, " one
It is a ", " described " and "the" may also comprise plural form.It is to be further understood that being arranged used in specification of the invention
Diction " comprising " refer to that there are the feature, integer, step, operation, element and/or component, but it is not excluded that in the presence of or addition
Other one or more features, integer, step, operation, element, component and/or their group.It should be understood that when we claim member
Part is " connected " or when " coupled " to another element, it can be directly connected or coupled to other elements, or there may also be
Intermediary element.In addition, " connection " used herein or " coupling " may include being wirelessly connected or wirelessly coupling.It is used herein to arrange
Diction "and/or" includes one or more associated wholes for listing item or any cell and all combinations.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, all terms used herein (including technology art
Language and scientific term), there is meaning identical with the general understanding of those of ordinary skill in fields of the present invention.Should also
Understand, those terms such as defined in the general dictionary, it should be understood that have in the context of the prior art
The consistent meaning of meaning, and unless idealization or meaning too formal otherwise will not be used by specific definitions as here
To explain.
Those skilled in the art of the present technique are appreciated that " terminal " used herein above, " terminal device " both include wireless communication
The equipment of number receiver, only has the equipment of the wireless signal receiver of non-emissive ability, and including receiving and emitting hardware
Equipment, have on bidirectional communication link, can carry out two-way communication reception and emit hardware equipment.This equipment
It may include: honeycomb or other communication equipments, shown with single line display or multi-line display or without multi-line
The honeycomb of device or other communication equipments；PCS(Personal Communications Service, PCS Personal Communications System), it can
With combine voice, data processing, fax and/or communication ability；PDA(Personal Digital Assistant, it is personal
Digital assistants), it may include radio frequency receiver, pager, the Internet/intranet access, web browser, notepad, day
Go through and/or GPS(Global Positioning System, global positioning system) receiver；Conventional laptop and/or palm
Type computer or other equipment, have and/or the conventional laptop including radio frequency receiver and/or palmtop computer or its
His equipment." terminal " used herein above, " terminal device " can be it is portable, can transport, be mounted on the vehicles (aviation,
Sea-freight and/or land) in, or be suitable for and/or be configured in local runtime, and/or with distribution form, operate in the earth
And/or any other position operation in space." terminal " used herein above, " terminal device " can also be communication terminal, on
Network termination, music/video playback terminal, such as can be PDA, MID(Mobile Internet Device, mobile Internet
Equipment) and/or mobile phone with music/video playing function, it is also possible to the equipment such as smart television, set-top box.
Fig. 1 is that the present invention is based on a kind of flow charts of embodiment of method that user behavior is read.As shown in Figure 1, this
Specifically comprised the following steps: in embodiment based on the method flow that user behavior is read
Step 101, the face feature for detecting user.
As the embodiment of the present invention, terminal is obtained by the face feature of detection user from external control signal
Terminal is controlled.
As the embodiment of the present invention, the face feature of user is detected, comprising:
Detect the state of eyes of user.
Specifically, the state of detection eyes of user, includes any of the following state:
Blink, narrows eye, opens eyes wide and close one's eyes.
Specifically, distinguishing following 4 kinds of eye states of user by the detection process of the state to eyes of user:
It blinks, narrow eye, open eyes wide and close one's eyes, terminal makes different responses according to these states；The above process can pass through
The sorting algorithms such as AdaBoost, SVM are classified automatically, can also be classified according to the distance between the characteristic points such as ASM, AAM.
As the embodiment of the present invention, the face feature of user is detected, comprising:
Detect the focus of user's sight.
Specifically, the focus of detection user's sight, comprising:
Detect the quantity of the duration of the focus of sight or the focus of sight.
The method for detecting the focus of user's sight includes: by means of pupil center's detection algorithm, Rotation of eyeball angles return
Algorithm, the blinkpunkt of head pose detection algorithm real-time tracking user on a terminal screen, obtain the terminal screen that user watches attentively
Position, counting user obtain the moving direction of user's sight on a terminal screen in the fixation time of screen same position.Specifically
Ground obtains the land region of user's sight on a terminal screen according to sight tracing, and counting user sight continuously lands
In the accumulated time of same screen area；The above process can be completed by infrared equipment, wearable device etc., can also be complete
It is completed by software.
As the embodiment of the present invention, the face feature of user is detected, comprising:
Detect the posture of user's head.
Specifically, the posture on head, includes any of the following state:
It rotates to the left, rotates to the right, be rotated down, rotate upwards, rotate clockwise and rotate counterclockwise.Account is used in detection
The method of the posture in portion includes: to be tieed up by means of the head 3 that positioning feature point algorithm and 3DASM projection algorithm real-time detection go out user
Rotate angle.Specifically, the three-dimensional head rotational angle of user is obtained according to head rotation angle detecting method, terminal is according to this
A little states make different responses；The above process can be completed by wearable device etc., can also be completed completely by software.
As the embodiment of the present invention, the face feature of user is detected, comprising:
Detect the state of user's mouth.For example, the state of mouth includes opening mouth, it is closed mouth or changes of mouth
The states such as open-width degree determine.It should be appreciated that the state of mouth is not limited only to above-mentioned common three state, herein no longer
It enumerates.
The method for detecting the state of user's mouth includes: to be examined in real time by means of positioning feature point algorithm and svm classifier algorithm
It measures following 3 mouth actions of user: opening mouth, closure mouth, the opening amplitude for changing mouth, terminal is according to these shapes
State makes different responses；The above process can be classified automatically by sorting algorithms such as AdaBoost, SVM, can also according to ASM,
Distance between the characteristic points such as AAM is classified.
As the embodiment of the present invention, the face feature of user is detected, comprising:
Detect the expression of user face.
Specifically, the expression of face, includes any of the following expression:
Happiness, it is dejected, it is taken aback, indignation is sad and natural.It is above-mentioned only to list 6 kinds of expressions, it should be understood that face
Expression includes but is not limited to above-mentioned 6 seed type, no longer enumerated here.
The method for detecting the expression of user face includes: to identify user's in real time by means of AdaBoost sorting algorithm
6 kinds of expressions below: it is glad, it is dejected, it is taken aback, indignation is sad and naturally, terminal makes different responses according to these expressions；On
The process of stating can also be detected by the recognizers automatic identification such as AdaBoost, SVM, PCA according to characteristic points such as ASM, AAM
Algorithm is identified.
As the embodiment of the present invention, the face feature of user is detected, comprising:
User face is detected at a distance from screen.
Specifically, detected user face includes any of the following state at a distance from screen: distance is gradually
Become smaller and distance becomes larger.
Detecting method of the user face at a distance from screen includes: by means of distance detection algorithm, and real-time detection goes out user
Face is to the distance of terminal screen, and so as to adjust the size of read interface font, terminal can be according to the variation tendency of this distance
Make different responses；The above process can be completed by two or more cameras, can also by femto-second laser etc. its
He completes equipment, can also be completed completely by software using single camera.
Step 102, according to face feature, determine the parameter of control read interface.
As the embodiment of the present invention, user's face feature, comprising: the state of eyes of user；The focus of user's sight；With
The posture in account portion；The state of user's mouth；The expression of user face；User face is at a distance from screen.
The parameter of control read interface is determined according to face feature as the embodiment of the present invention, comprising:
According to the state of eyes of user, the parameter of control read interface is determined, comprising:
The brightness of read interface is adjusted, or determines the content of read interface；Wherein, the state of eyes of user detected
Include any of the following state: blink narrows eye, opens eyes wide and close one's eyes.
In actual application environment, is adjusted according to the eye state of user detected and read brightness.Specifically, terminal is read
Reading environment can brighten with opening eyes wide for eyes of user；Terminal reading environment can become with the narrowing eye of eyes of user
It is weak.
The parameter of control read interface is determined according to face feature as the embodiment of the present invention, comprising:
According to the focus of user's sight detected, the parameter of control read interface is determined；Wherein, user's sight is detected
Focus includes the quantity of the duration for the focus for detecting user's sight or the focus of sight.
The parameter of control read interface is determined according to face feature as the embodiment of the present invention, comprising:
According to the posture of user's head detected, the parameter of control read interface is determined；Wherein, the posture of user's head
It includes any of the following state: rotating to the left, rotate to the right, be rotated down, rotate upwards, rotate clockwise and revolve counterclockwise
Turn.
Specifically, according to the posture on head, the parameter of control read interface is determined, comprising:
According to the posture on head, the content of reading interface display is determined.
In addition, in addition to the operation for executing page turning according to the posture on head of foregoing description, it can also be according to the posture on head
Destruction operation after executing maloperation.
The parameter of control read interface is determined according to face feature as the embodiment of the present invention, comprising:
According to the expression of user face detected, the parameter of control read interface is determined；Wherein, the expression of user face
Include any of the following expression: it is glad, it is dejected, it is taken aback, indignation is sad and natural.It is above-mentioned only to list 6 kinds of expressions, but
It is to be not limited to above-mentioned 6 seed type, details are not described herein.
The parameter of control read interface is determined according to face feature as the embodiment of the present invention, comprising:
According to user face detected at a distance from screen, the parameter of control read interface is determined；Wherein, user face
At a distance from screen, include any of the following state: distance gradually becomes smaller and distance becomes larger.
Specifically, according to user face at a distance from screen, the parameter of control read interface is determined, comprising:
When distance gradually becomes smaller, tunes up the font of read interface and/or improve the brightness of read interface；
When distance becomes larger, turns the font of read interface down and/or reduce the brightness of read interface.
In actual application environment, change the word of reading material according to the distance change trend of user's face to terminal screen
Picture size in body size and reading material.
Step 103, according to the parameter of control read interface, show corresponding reading view to user.
As the embodiment of the present invention, corresponding reading view is shown to user, comprising:
According to the state of the posture and/or mouth on the state of eyes and/or head, in the adjustment display of reading interface
Hold.
As the embodiment of the present invention, according to the state of the posture and/or mouth on the state of eyes and/or head,
The content that interface adjustment of reading is shown, comprising:
The chapters and sections selection of reading material is intelligently completed according to the mouth states, head pose and eye state of user
Operation.
It selects and jumps specifically, being automatically performed chapters and sections according to the mouth states, head pose and eye state of user
Wish the chapters and sections read, to user to realize the selection for reading chapters and sections.Chapters and sections are jumped to select the drive actions of page and detected
User's mouth state it is associated, the focus of floating window preview and detected user's sight in chapters and sections selection it is lasting when
Between it is related, the page turning in chapters and sections selection is associated with the posture of user's head detected, chapters and sections selection act with it is detected
The state of eyes of user is associated.
Specific example are as follows: decide whether to open according to the mouth states, head pose and eye state of user a certain specific
Chapters and sections.After reading material is opened, if user opens mouth while being look at reading material be more than certain time, terminal can be incited somebody to action
Reading material translates into chapters and sections selection page.User can complete turning over for chapters and sections selection page by rotation head after being closed mouth at this time
It is turned over under.Similar to the floating window formula preview of reading material, if it is more than certain that user, which watches a certain chapters and sections name on chapters and sections selection page attentively,
The title of time, the chapters and sections can be presented to the user in the form of floating window, if user continuously blinks twice at this time, terminal by this
Behavior understanding is that user wishes to read this chapters and sections, and reading material can be translated into the start page of this chapters and sections.
As the embodiment of the present invention, according to the state of the posture and/or mouth on the state of eyes and/or head,
The content that interface adjustment of reading is shown, comprising:
The page number selection of reading material is intelligently completed according to the mouth states, head pose and eye state of user
Operation.
It selects and jumps specifically, being automatically performed the page number according to the mouth states, head pose and eye state of user
The page number read is wished to user.The drive actions for jumping to page number selection page are related to the state of user's mouth detected
Join, the floating window preview in page number selection is related to the detected duration of focus of user's sight, in page number selection
Page turning is associated with the posture of user's head detected, and page number selection movement is related to the state of eyes of user detected
Connection.
Specific example are as follows: after reading material is turned to chapters and sections selection page by terminal, if user is look at chapters and sections selection page
While still maintain mouth opening posture, more than terminal after a certain period of time reading material can be turned to the page number selection page.Class
It is similar to the floating window formula preview of reading material, if it is more than certain time, the page number that user, which watches a certain page number on page number selection page attentively,
It can be presented to the user in the form of floating window, if user continuously blinks twice at this time, terminal wishes this behavior understanding for user
Prestige turns to reading material at the page number, and terminal can turn to reading material at this page number.
As the embodiment of the present invention, the ginseng of read interface is controlled according to determined by the face feature of the user detected
Number shows corresponding Reading View to user.The face feature of user, comprising: the state of eyes of user；The coke of user's sight
Point；The posture of user's head；The state of user's mouth；The expression of user face；User face is at a distance from screen.
As the embodiment of the present invention, according to the parameter of control read interface, corresponding reading view, packet are shown to user
It includes:
The parameter that read interface is controlled according to determined by the state of the eyes of user shows corresponding reading view to user
Figure；Wherein, the state of eyes of user includes any of the following state: blink narrows eye, opens eyes wide and close one's eyes.
In actual application environment, the ginseng of read interface is controlled according to determined by the state of the eyes of user detected
Number shows corresponding Reading View to user.
Specifically, being decided whether to open or close a certain reading material according to the eye state of user.It opens and reads material
The trigger event of material includes the various eye states such as open eyes wide, close one's eyes, narrowing eye, blink；Close the trigger event of reading material
It also include the various eye states such as open eyes wide, close one's eyes, narrowing eye, blink.
For example, the operation of opening reading material is intelligently completed according to the blink of user, according to the eye closing of user come intelligence
It completes to close the operation of reading material in energy ground.Specifically: decided whether to open or close a certain read according to the eye state of user
Read material.If current a certain reading material is supplied to user in the form of floating window and carries out preview, and in previews
In, detect that user blinks twice in succession, this behavior understanding is that user wishes to read the material by terminal, will be opened this and be read
Read material；If a certain reading material has already turned on, and detects and close one's eyes when user is look at this reading material more than one
It fixes time, this behavior understanding is that user is not desired to read this material again by terminal, may turn off this reading material.
In actual application environment, additionally it is possible to control read interface according to determined by the state of the eyes of user detected
Parameter, to user adjust read brightness.For example, according to user narrow eye come intelligently complete reduce read brightness operation,
According to user open glasses wide come intelligently complete improve read brightness operation.Specifically, when detecting that user occurs narrowing eye
When movement, this behavior understanding is that user thinks that reading brightness is too strong by terminal, can will be read brightness and be gradually decreased；When detecting
When user opens eyes wide, this behavior understanding is that user thinks that reading brightness is excessively weak by terminal, can will be read brightness and is gradually increased.
The following are the examples for adjusting brightness according to the eye state of user: when user starts to read, terminal brightness is weaker, when
User opens eyes wide, it is desirable to which when seeing reading material clearly, terminal gradually can be improved brightness according to the opening and closing degree of eyes of user.Together
Sample, when user starts to read, terminal brightness is too strong, answers when user does not feel like oneself, and when narrowing eyes, terminal can be according to user's eye
The opening and closing degree of eyeball gradually reduces brightness.
As the embodiment of the present invention, according to the parameter of control read interface, corresponding reading view, packet are shown to user
It includes:
The parameter that read interface is controlled according to determined by the focus of user's sight shows corresponding reading view to user
Figure；Wherein, the focus for detecting user's sight includes: the quantity of the duration for the focus for detecting sight or the focus of sight.
For example, executing when the duration of the focus of the user's sight detected being more than predetermined time value with floating window formula
Preview mode shows the operation of reading material to user.Specifically: it is determined according to fixation time of the user to a certain reading material
Whether the cover of this reading material is supplied to user's preview in the form of floating window.When detecting that user watches a certain reading material attentively
When the time of material is more than certain thresholding, this behavior understanding is that user is interested in this reading material by terminal, can be by this
The form of the cover of reading material floating window is presented to user and carries out preview.Wherein, it is shown with floating window formula preview mode to user
Reading material refers to the title of reading material, to represent picture, cover etc. various represents object and shown in a manner of three-dimensional and reading
The top at interface also includes being read the title of reading material with the mode of voice.
As the embodiment of the present invention, according to the parameter of control read interface, corresponding reading view, packet are shown to user
It includes:
The parameter that read interface is controlled according to determined by the focus of user's sight, issues the user with prompting message；Wherein,
The focus of detection user's sight includes: the quantity of the duration for the focus for detecting sight or the focus of sight.
Specifically, when the duration of the focus of sight being more than predetermined time value, or the quantity of the focus when sight
When more than predetermined value, prompting message is issued the user with.
For example, issuing the user with prompting message when the duration of the focus of sight being more than predetermined time value.Remind letter
Number form include on terminal interface display alarm text, display alarm picture, issue the various forms such as voice.Specifically:
The time of reading data is watched attentively according to the direction of visual lines counting user of user, if it is more than a timing that user, which watches reading data attentively,
Between, this behavior understanding can be that user read at the terminal by through a long time by terminal, can pass through the side of sound or image
Formula prompts the user with the time that user is read, and user is reminded to rest in time, pays attention to eye health.
In another example issuing the user with prompting message when the quantity of the focus of sight is more than predetermined value.Alarm signal
Form includes the various forms such as display alarm text, display alarm picture, sending voice on terminal interface.The reading number upper limit
Setting include user key-press input, touch-screen input, voice input etc. various input forms.Specifically: it is non-according to what is detected
The direction of visual lines of user judges whether that someone is peeping the reading material on user terminal, can issue report when finding that someone peeps
It is alert.Since user is often closer from terminal when reading, so the face of user can be the maximum face of area detected, if
Terminal detects the lesser face of area at this time and the face has gazed at the terminal screen of user more than certain time, terminal
The behavior can be interpreted as someone in the reading material for peeping user, to issue the user with alarm by sound or image.When
For more people jointly when reading in same terminal, the number upper limit read jointly is can be set in user, if a terminal detects that
Face number is less than or equal to this upper limit, and terminal not will call the police, and only watches the face number of terminal screen attentively when terminal detects
When mesh is more than this upper limit, terminal can just alarm to user.
The following are the examples according to the direction of visual lines of the other users detected to complete anti-peeping function: when user uses
When mobile terminal is read, if a terminal detects that have other than user other people watch the end panel of user attentively for a long time
When curtain, terminal can show " Peeper on the screen!" printed words are to user's alarm, to remind user to prevent other people to reading data
Peep.
As the embodiment of the present invention, according to the parameter of control read interface, corresponding reading view, packet are shown to user
It includes:
The parameter that read interface is controlled according to determined by the posture of user's head shows corresponding reading view to user
Figure；Wherein, the posture of user's head includes any of the following state: rotating to the left, rotates to the right, be rotated down, revolves upwards
Turn, rotate clockwise and rotates counterclockwise.
For example, according to the user's head posture detected with execute whether the corresponding operating in the direction of page turning and page turning.It drives
The user's head rotation direction of dynamic page turning includes turning left, turn right, turn upwards, turn downwards, rotate clockwise and revolving counterclockwise
Turn.Page turning form includes page turning to the left, page turning to the right, pages up, the various page turning forms such as downward page turning.It can be attached when page turning
Band or not subsidiary various sound.Specifically: for the reading material of left and right page turning, exceed when detecting that user's head rotates to the right
When certain angle, this behavior understanding is that user wishes page turning backward, meeting page turning to lower one page by terminal；Account is used when detecting
When portion rotates to the left beyond certain angle, this behavior understanding is that user wishes Page forward, meeting page turning to page up by terminal.
For the reading material of upper and lower page turning, when detecting that user's head is rotated down beyond certain angle, terminal is by this behavior
It is interpreted as user and wishes page turning backward, meeting page turning to lower one page；When detecting that user's head is rotated out certain angle upwards,
This behavior understanding is that user wishes Page forward, meeting page turning to page up by terminal.
The following are the examples for carrying out page turning according to the head pose of user: user wishes in certain one page for running through reading material
When hoping the content for reading lower one page, by the way that head rotated right was moved certain angle, terminal can automatically turn to reading material next
Page.Likewise, user is when reading certain one page, if it is desired to read the page up content of current page, can also by by head to
Certain angle was moved in left-hand rotation, and reading material can be turned to page up automatically by terminal.
In another example executing the mistake in the reading completed before whether cancelling user according to the user's head posture detected
Operation.The user's head rotational action of driving destruction operation includes turning left, turning right, turning upwards, turning downwards, rotating clockwise
With rotation counterclockwise.Generation revocation can be adjoint when acting or be not accompanied by various sound.Specifically: if user just completes certain
One operation, and head is rotated in the counterclockwise direction more than certain angle while be look at reading material, terminal is by this behavior
The operation that user wishes that revocation has just been completed is interpreted as to show user to cancel the operation that user has just completed and just grasp
The page before work.
As the embodiment of the present invention, according to the parameter of control read interface, corresponding reading view, packet are shown to user
It includes:
The parameter that read interface is controlled according to determined by the expression of user face shows corresponding reading view to user
Figure；Wherein, the expression of user face includes any of the following expression: it is glad, it is dejected, and it is taken aback, indignation is sad and natural.On
It states and only lists 6 kinds of expressions, but be not limited to that mentioned kind type, details are not described herein.
It is corresponding anti-according to the progress of the expression of face to the content of reading at the end of reading in actual application environment
Feedback.For example, controlling the parameter of read interface according to determined by the expression of user face detected, execution adds reading material
Add the operation of evaluation.Different comments is added to reading material according to the expression of user；Driving expression includes being taken aback, being glad, certainly
So, dejected, 6 kinds of indignation and sadness；The comment of addition is including very good, well, naturally, bad, very angry and some sadnesss
It is above-mentioned only to list 6 kinds of expressions according to user and add different comments to reading material Deng comment similar therewith, still
It is not limited only to above-mentioned 6 seed type, the driving relationship between expression and comment includes various possible driving relationships, herein not
It repeats again.
Specifically: when user, which runs through entire reading material, reaches last review pages, terminal can be according to the table of user
Feelings add four kinds of evaluations to the reading material just run through: very good, good, general, bad.If user is look at a certain read
It reads to make startled expression while the review pages of material, this behavior understanding is that user enjoys a lot this reading material by terminal
Material can add a startled expression picture in comment box to indicate that the reading material is very good；If what user made is
This behavior understanding is that user likes this reading material by glad expression, terminal, and a smile can be added in comment box
Expression picture to indicate that the reading material is pretty good；If what user made is nature expression, this behavior understanding is by terminal
User thinks that this reading material content is general, can add a natural expression picture in comment box to indicate the reading material
Material is general；If what user made is dejected expression, this behavior understanding is that user does not like this reading material by terminal,
A dejected expression picture can be added in comment box to indicate that the reading material content is poor.
The following are the examples according to the addition comment of the expression of user: user can be by making different expressions to just readding
The material of reading adds comment.If user is look at review pages, by making startled expression, expression is added in review pages
The extraordinary icon of reading material；If user is look at review pages, by making glad expression, it is added in review pages
Indicate the pretty good icon of reading material；If user is look at review pages, by making natural expression, added in review pages
Expression reading material general icon；If user is look at review pages, by making dejected expression, add in review pages
The icon for indicating that reading material is bad is added.
As the embodiment of the present invention, according to the parameter of control read interface, corresponding reading view, packet are shown to user
It includes:
According to user face at a distance from screen determined by control read interface parameter, to user show read accordingly
Look at view；Wherein, user face detected includes any of the following state at a distance from screen: distance gradually become smaller and away from
From becoming larger.
In actual application environment, adjustment font size size is executed at a distance from screen according to the user face detected
Operation；When user face gradually becomes smaller at a distance from screen, intelligence executes the operation for tuning up the font of read interface；Work as user
When face becomes larger at a distance from screen, intelligence executes the operation for turning the font of read interface down.Specifically: when detecting use
When family face gradually becomes smaller at a distance from screen, this behavior understanding is that user thinks that reading font size is too small by terminal, can will be read
Font size is read gradually to amplify；When detecting that user face becomes larger at a distance from screen, this behavior understanding is to use by terminal
Family thinks that reading font size is excessive, can will read font size and be gradually reduced.
The following are the examples for adjusting font size at a distance from screen according to user face: when user's handheld terminal is read,
Farther out from face, font size is also smaller for terminal；When user's handheld terminal is close to face, it is desirable to which when seeing reading material clearly, terminal can root
It is gradually become smaller at a distance from screen according to family face and gradually amplifies font size.
In the above-described embodiments, pass through the face feature of detection user；According to face feature, control read interface is determined
Parameter；According to the parameter of control read interface, corresponding reading view is shown to user；Realizing can be according to the face of user
Feature intelligent and the intention that user is understood quickly；After user behavior when obtaining user and reading on mobile terminals, intelligence
The operation for reading relevant operation and the adjustment to reading environment to mobile terminal is completed, the both hands of user have been liberated, so that
It is simpler convenient that user read using mobile terminal, improves the Experience Degree of user.Further it is proposed that it is above-mentioned
Scheme will not influence the compatibility of system to the change very little of existing system, and realize simple, efficient.
Further, it when the duration of the focus of sight being more than predetermined time value, issues the user with and " carries out eye to stop
The prompting message of breath ".It is mobile by sight of the tracking user when reading, it counts the time that user really reads rather than uses
The time of ocr software is opened at family, and is prompted with eye fatigue when user's reading time is too long user, helps to use
Safeguard the healthy with eye of oneself in family.
Further, when the quantity of the focus of sight is more than predetermined value, " possible someone peeps " is issued the user with
Prompting message.Technical solution provided by the present invention does not reduce terminal display resolution without the help of hardware such as " peep-proof films "
In the case where by means of image processing software under conditions of, the direction of visual lines for passing through detection user people around completes anti-peeping function
Can, it lands in other people sights when the time on user's read interface is longer, mobile terminal from trend user can peep pre-
It is alert.And pass through the interaction of mobile terminal and user, reading while multiple users can be realized while anti-peeping.
Fig. 2 is that the present invention is based on a kind of structural schematic diagrams of embodiment of device that user behavior is read.Such as Fig. 2 institute
Show,
It include detection module, parameter adjustment module and respond module based on the browsing apparatus that user behavior is read；
The detection content of detection module includes the state for detecting eyes, for detecting the focus of sight, for detecting
The posture on head, for detecting the state of mouth, for detecting expression of the face at a distance from screen and for detecting face.
The response contents of respond module include: brightness adjustment, preview, and reading material opens/closes, and anti-peeping prompting is read
It reads duration to remind, chapters and sections selection, page number selection, page turning, font size adjusts and read evaluation.
Fig. 3 is the structural schematic diagram for the device another kind embodiment read the present invention is based on user behavior.Such as Fig. 3 institute
Show, the present embodiment includes detection module 110, parameter adjustment module 120 and response based on the device 100 that user behavior is read
Module 130.
Detection module 110, for detecting the face feature of user.
As the embodiment of the present invention, detection module 110 is for detecting user's face feature, comprising:
Detect the state of eyes of user.
Specifically, the state of the eyes detected of detection module 110, includes any of the following state:
Blink, narrows eye, opens eyes wide and close one's eyes.
As the embodiment of the present invention, detection module 110 is for detecting user's face feature, comprising:
Detect the focus of user's sight.
Specifically, detection module 110 is used to detect the focus of user's sight, comprising:
Detect the quantity of the duration of the focus of sight or the focus of sight.
As the embodiment of the present invention, detection module 110 is for detecting user's face feature, comprising:
Detect the posture of user's head.
Specifically, the posture on the head detected of detection module 110, includes any of the following state:
It rotates to the left, rotates to the right, be rotated down, rotate upwards, rotate clockwise and rotate counterclockwise.Wherein, up time
Needle rotation or counterclockwise rotation are for executing the destruction operation after maloperation.
As the embodiment of the present invention, detection module 110 is for detecting user's face feature, comprising:
Detect the expression of user face.
Specifically, the expression of the face detected of detection module 110, includes any of the following expression:
Happiness, it is dejected, it is taken aback, indignation is sad and natural.It is above-mentioned only to list 6 kinds of expressions, but be not limited to that on
6 seed types are stated, details are not described herein.
As the embodiment of the present invention, detection module 110 is for detecting user's face feature, comprising:
User face is detected at a distance from screen.
Specifically, detection module 110 includes any of the following shape for detecting user face at a distance from screen
State:
Distance gradually becomes smaller and distance becomes larger.
Parameter adjustment module 120, for determining the parameter of control read interface according to face feature.
As the embodiment of the present invention, user's face feature, comprising: the state of eyes of user；The focus of user's sight；With
The posture in account portion；The state of user's mouth；The expression of user face；User face is at a distance from screen.
As the embodiment of the present invention, parameter adjustment module 120 is used to determine control read interface according to face feature
Parameter, comprising:
Parameter adjustment module 120 is used for the state according to eyes of user detected, determines the parameter of control read interface；
Wherein, the state of the eyes of user detected of detection module 110 includes any of the following state: blink narrows eye, opens eyes wide
And eye closing.
Specifically, parameter adjustment module 120 is used for the state according to eyes of user, determines the parameter of control read interface,
Include:
The brightness of read interface is adjusted, or determines the content of read interface.
As the embodiment of the present invention, parameter adjustment module 120 is used to determine control read interface according to face feature
Parameter, comprising:
Parameter adjustment module 120 is used for the focus according to user's sight detected, determines the parameter of control read interface；
Wherein, the focus of the user's sight detected of detection module 110 includes duration or the sight for the focus for detecting user's sight
Focus quantity.
As the embodiment of the present invention, parameter adjustment module 120 is used to determine control read interface according to face feature
Parameter, comprising:
Parameter adjustment module 120 is used for the posture according to the user's head detected of detection module 110, determines that control is read
The parameter at interface；Wherein, the posture of the user's head detected of detection module 110 includes any of the following state: Xiang Zuoxuan
Turn, rotate to the right, be rotated down, rotate upwards, rotates clockwise and rotate counterclockwise.
Specifically, parameter adjustment module 120 is used for the posture according to user's head, determines the parameter of control read interface,
Include:
According to the posture of user's head, reading contents displayed on interface is determined.
As the embodiment of the present invention, parameter adjustment module 120 is used to determine control read interface according to face feature
Parameter, comprising:
Parameter adjustment module 120 is used for the expression according to the user face detected of detection module 110, determines that control is read
The parameter at interface；Wherein, the expression of the user face detected of detection module 110 includes any of the following expression: it is glad, it prevents
Funeral is taken aback, indignation, sad and natural.It is above-mentioned only to list 6 kinds of expressions, but be not limited to that above-mentioned 6 seed type, herein
It repeats no more.
As the embodiment of the present invention, parameter adjustment module 120 is used to determine control according to user face at a distance from screen
The parameter of read interface processed, comprising:
Parameter adjustment module 120 is used to determine control according to the user face detected of detection module 110 at a distance from screen
The parameter of read interface processed；Wherein, the user face detected of detection module 110 includes any of the following at a distance from screen
State: distance gradually becomes smaller and distance becomes larger.
Specifically, parameter adjustment module 120 is used for according to user face at a distance from screen, determines control read interface
Parameter, comprising:
When distance gradually becomes smaller, tunes up the font of read interface and/or improve the brightness of read interface；
When distance becomes larger, turns the font of read interface down and/or reduce the brightness of read interface.
Respond module 130 shows corresponding reading view to user for the parameter according to control read interface.
As the embodiment of the present invention, respond module 130 is used to show corresponding reading view to user, comprising:
According to the state of the posture and/or mouth on the state of eyes and/or head, respond module 130 is for reading
The content of interface adjustment display.
As the embodiment of the present invention, user's face feature, comprising: the state of eyes of user；The focus of user's sight；With
The posture in account portion；The state of user's mouth；The expression of user face；User face is at a distance from screen.
As the embodiment of the present invention, respond module 130 is shown corresponding according to the parameter of control read interface to user
Reading view, comprising:
Respond module 130 controls the parameter of read interface according to determined by the focus of detection user's sight, to user's exhibition
Show corresponding reading view；Wherein, the focus for detecting user's sight includes duration or the view for the focus for detecting user's sight
The quantity of the focus of line.
Specifically, when the duration of the focus of sight being more than predetermined time value, or when the quantity of the focus of sight is super
When crossing predetermined value, respond module 130 is for issuing the user with prompting message.
As the embodiment of the present invention, respond module 130 is shown corresponding according to the parameter of control read interface to user
Reading view, comprising:
Respond module 130 controls the parameter of read interface according to determined by the expression of detection user face, to user's exhibition
Show corresponding reading view；Wherein, the expression of user face includes any of the following expression: it is glad, it is dejected, and it is taken aback, indignation,
It is sad and natural.Above-mentioned only to list 6 kinds of expressions, but be not limited to that above-mentioned 6 seed type, details are not described herein.
Specifically, at the end of reading, respond module 130 is used to carry out the content of reading according to the expression of face corresponding
Feedback.
In the above-described embodiments, it is used to detect the face feature of user by detection module 110；Parameter adjustment module 120
For determining the parameter of control read interface according to face feature；Respond module 130 is used for the ginseng according to control read interface
Number shows corresponding reading view to user；Realizing according to the face feature intelligence of user and can be understood quickly user
Intention；After user behavior when obtaining user and reading on mobile terminals, intelligence is completed relevant to mobile terminal reading
The operation of operation and the adjustment to reading environment, has liberated the both hands of user, so that user is read using mobile terminal
It is simpler convenient, improve the Experience Degree of user.Further it is proposed that above scheme, very to the change of existing system
It is small, it will not influence the compatibility of system, and realize simple, efficient.
Further, when the duration of the focus of the sight detected by the detection module 110 is more than predetermined time value,
Respond module 130 issues the user with the prompting message of " carrying out eye rest "；Realize the view by tracking user when reading
Line is mobile, counts the time that user really reads rather than the time of user's opening ocr software, and in user's reading time
User is prompted with eye fatigue when too long, helps the healthy with eye of user maintenance oneself.
Further, when the quantity of the focus of the sight detected by the detection module 110 is more than predetermined value, mould is responded
Block 130 issues the user with the prompting message of " possible someone peeps "；Realize technical solution provided by the present invention not by
In hardware such as " peep-proof films ", under conditions of not reducing in the case where terminal display resolution by means of image processing software, pass through
The direction of visual lines for detecting user people around completes anti-peeping function, other people times of the sight land on user's read interface compared with
When long, mobile terminal can carry out peeping early warning from trend user.And the interaction for passing through mobile terminal and user, can be in anti-theft
Reading while realizing multiple users while peeping.
In practical applications, the device 100 read based on user behavior is usually with terminal devices such as mobile phone, PDA
Form embodies, and terminal device includes multiple functional modules shown in Fig. 3.
Those skilled in the art of the present technique are appreciated that the present invention includes being related to for executing in operation described herein
One or more equipment.These equipment can specially design and manufacture for required purpose, or also may include general
Known device in computer.These equipment have the computer program being stored in it, these computer programs are selectively
Activation or reconstruct.Such computer program can be stored in equipment (for example, computer) readable medium or be stored in
It e-command and is coupled in any kind of medium of bus respectively suitable for storage, the computer-readable medium includes but not
It is limited to any kind of disk (including floppy disk, hard disk, CD, CD-ROM and magneto-optic disk), ROM(Read-Only Memory, only
Read memory), RAM(Random Access Memory, memory immediately), EPROM(Erasable Programmable
Read-Only Memory, Erarable Programmable Read only Memory), EEPROM(Electrically Erasable
Programmable Read-Only Memory, Electrically Erasable Programmable Read-Only Memory), flash memory, magnetic card or light card
Piece.It is, readable medium includes by equipment (for example, computer) with any Jie for the form storage or transmission information that can be read
Matter.
Those skilled in the art of the present technique be appreciated that can be realized with computer program instructions these structure charts and/or
The combination of each frame and these structure charts and/or the frame in block diagram and/or flow graph in block diagram and/or flow graph.This technology neck
Field technique personnel be appreciated that these computer program instructions can be supplied to general purpose computer, special purpose computer or other
The processor of programmable data processing method is realized, to pass through the processing of computer or other programmable data processing methods
The scheme specified in frame or multiple frames of the device to execute structure chart and/or block diagram and/or flow graph disclosed by the invention.
Those skilled in the art of the present technique have been appreciated that in the present invention the various operations crossed by discussion, method, in process
Steps, measures, and schemes can be replaced, changed, combined or be deleted.Further, each with having been crossed by discussion in the present invention
Kind of operation, method, other steps, measures, and schemes in process may also be alternated, changed, rearranged, decomposed, combined or deleted.
Further, in the prior art to have and the step in various operations, method disclosed in the present invention, process, measure, scheme
It may also be alternated, changed, rearranged, decomposed, combined or deleted.
The above is only some embodiments of the invention, it is noted that for the ordinary skill people of the art
For member, various improvements and modifications may be made without departing from the principle of the present invention, these improvements and modifications are also answered
It is considered as protection scope of the present invention.
Claims (16)
1. a kind of method read based on user behavior, which comprises the following steps:
Detect multiple face features of user；
According to any face feature, the parameter of corresponding control read interface is determined；
According to the parameter of one or more control read interfaces, corresponding reading view is shown to user；
Wherein, corresponding reading view, including following any case are shown to user:
The operation of the chapters and sections selection of reading material is completed according to the mouth states of user, head pose and eye state；
The operation of the page number selection of reading material is completed according to the mouth states of user, head pose and eye state；
Reading brightness is adjusted at a distance from screen according to the eye state of user or according to user face；
When the duration of the focus of user's sight being more than predetermined time value, is shown and read to user with floating window formula preview mode
The operation of material；
It is completed to open or close the reading material shown with floating window formula preview mode to user according to the eye state of user
Operation；
When the duration of the focus of user's sight being more than predetermined time value, or when the quantity of the focus of user's sight is more than pre-
When fixed number value, prompting message is issued；
The maloperation in the reading completed before cancelling user is determined whether according to the head pose of user；
At the end of reading, fed back accordingly according to content of the countenance of user to reading.
2. the method according to claim 1 read based on user behavior, which is characterized in that detection user face is special
Sign, including detect any one following state:
Detect the state of eyes of user；
Detect the focus of user's sight；
Detect the posture of user's head；
Detect the state of user's mouth；
Detect the expression of user face；
User face is detected at a distance from screen.
3. the method according to claim 2 read based on user behavior, which is characterized in that
The state of eyes, includes any of the following state:
Blink, narrows eye, opens eyes wide and close one's eyes；
According to the state of the eyes, the parameter of control read interface is determined, comprising:
The brightness of read interface is adjusted, or determines the content of read interface.
4. the method according to claim 2 read based on user behavior, which is characterized in that
Detect the focus of user's sight, comprising:
Detect the quantity of the duration of the focus of sight or the focus of sight；
When the duration of the focus of sight being more than predetermined time value, or when the quantity of the focus of sight is more than predetermined value
When, issue the user with prompting message.
5. the method according to claim 2 read based on user behavior, which is characterized in that
The posture on head, includes any of the following state:
It rotates to the left, rotates to the right, be rotated down, rotate upwards, rotate clockwise and rotate counterclockwise；
According to the posture on the head, the parameter of control read interface is determined, comprising:
According to the posture on the head, the content of reading interface display is determined.
6. the method according to claim 2 read based on user behavior, which is characterized in that shown to user corresponding
Reading view, comprising:
According to the state of the posture and/or the mouth on the state of the eyes and/or the head, adjusted at reading interface
The content of display.
7. the method according to claim 2 read based on user behavior, which is characterized in that
The expression of face, includes any of the following expression:
Happiness, it is dejected, it is taken aback, indignation is sad and natural；
At the end of reading, the content of reading is fed back accordingly according to the expression of the face.
8. the method according to claim 2 read based on user behavior, which is characterized in that
User face includes any of the following state at a distance from screen:
The distance gradually becomes smaller to be become larger with the distance；
According to the user face at a distance from screen, the parameter of control read interface is determined, comprising:
When the distance gradually becomes smaller, tunes up the font of read interface and/or improve the brightness of read interface；
When the distance becomes larger, turns the font of read interface down and/or reduce the brightness of read interface.
9. a kind of device read based on user behavior, which is characterized in that including detection module, parameter adjustment module and sound
Module is answered,
The detection module, for detecting multiple face features of user；
The parameter adjustment module, for determining the parameter of corresponding control read interface according to any face feature；
The respond module shows to user and reads accordingly for the parameter according to one or more control read interfaces
Look at view；
Wherein, the respond module is specifically used for following any case:
The operation of the chapters and sections selection of reading material is completed according to the mouth states of user, head pose and eye state；
The operation of the page number selection of reading material is completed according to the mouth states of user, head pose and eye state；
Reading brightness is adjusted at a distance from screen according to the eye state of user or according to user face；
When the duration of the focus of user's sight being more than predetermined time value, is shown and read to user with floating window formula preview mode
The operation of material；
It is completed to open or close the reading material shown with floating window formula preview mode to user according to the eye state of user
Operation；
When the duration of the focus of user's sight being more than predetermined time value, or when the quantity of the focus of user's sight is more than pre-
When fixed number value, prompting message is issued；
The maloperation in the reading completed before cancelling user is determined whether according to the head pose of user；
At the end of reading, fed back accordingly according to content of the countenance of user to reading.
10. the device according to claim 9 read based on user behavior, which is characterized in that the detection module
For detecting user's face feature, including any one following state of detection:
Detect the state of eyes of user；
Detect the focus of user's sight；
Detect the posture of user's head；
Detect the state of user's mouth；
Detect the expression of user face；
User face is detected at a distance from screen.
11. the device according to claim 10 read based on user behavior, which is characterized in that the state of eyes,
Include any of the following state:
Blink, narrows eye, opens eyes wide and close one's eyes；
According to the state of the eyes, the parameter adjustment module is for determining the parameter of control read interface, comprising:
The brightness of read interface is adjusted, or determines the content of read interface.
12. the device according to claim 10 read based on user behavior, which is characterized in that
The detection module is used to detect the focus of user's sight, comprising:
Detect the quantity of the duration of the focus of sight or the focus of sight；
When the duration of the focus of sight being more than predetermined time value, or when the quantity of the focus of sight is more than predetermined value
When, the respond module is for issuing the user with prompting message.
13. the device according to claim 10 read based on user behavior, which is characterized in that
The posture on head, includes any of the following state:
It rotates to the left, rotates to the right, be rotated down, rotate upwards, rotate clockwise and rotate counterclockwise；
According to the posture on the head, the parameter adjustment module is for determining the parameter of control read interface, comprising:
According to the posture on the head, the content of reading interface display is determined.
14. the device according to claim 10 read based on user behavior, which is characterized in that the respond module
For showing corresponding reading view to user, comprising:
According to the state of the posture and/or the mouth on the state of the eyes and/or the head, the respond module is used
In the content in the adjustment display of reading interface.
15. the device according to claim 10 read based on user behavior, which is characterized in that
The expression of face, includes any of the following expression:
Happiness, it is dejected, it is taken aback, indignation is sad and natural；
At the end of reading, the respond module is used to carry out the content of reading according to the expression of the face corresponding anti-
Feedback.
16. the device according to claim 10 read based on user behavior, which is characterized in that
The detection module is used to detect user face at a distance from screen, includes any of the following state:
The distance gradually becomes smaller to be become larger with the distance；
According to the user face at a distance from screen, the parameter adjustment module controls the parameter of read interface for determining,
Include:
When the distance gradually becomes smaller, tunes up the font of read interface and/or improve the brightness of read interface；
When the distance becomes larger, turns the font of read interface down and/or reduce the brightness of read interface.
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| CN201410064634.3A CN104866082B (en) | 2014-02-25 | 2014-02-25 | The method and apparatus read based on user behavior |
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| CN201410064634.3A CN104866082B (en) | 2014-02-25 | 2014-02-25 | The method and apparatus read based on user behavior |
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