CN108389107A - Protector recommends method and Related product - Google Patents
Protector recommends method and Related product Download PDFInfo
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- CN108389107A CN108389107A CN201810132777.1A CN201810132777A CN108389107A CN 108389107 A CN108389107 A CN 108389107A CN 201810132777 A CN201810132777 A CN 201810132777A CN 108389107 A CN108389107 A CN 108389107A
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- G—PHYSICS
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0631—Item recommendations
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72403—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality
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Abstract
This application discloses a kind of protector to recommend method, the method includes：Kinematic parameter is obtained, determines that the exercise habit for presetting joint, the exercise habit include at least following one kind according to the kinematic parameter：Motion frequency, movement duration and exercise intensity；The first joint of protector need to be worn by being determined according to the exercise habit in the default joint；Sign information is obtained, the first protector for needing to recommend is determined according to the exercise habit in first joint and the sign information, shows first protector.The accuracy of protector recommendation can be improved using embodiments herein.
Description
Technical field
This application involves electronic technology fields, and in particular to a kind of protector recommends method and Related product.
Background technology
With the rise of "sport for all" agitation, more and more people are added in body building, more and more movements by
Everybody welcome, for example, running, climbing the mountain, swimming and Yoga etc..But the situation of injury is also frequent occurrence during exercise
, therefore, people can selectively wear some protecting ware for sports before movement, protect vulnerable joint during exercise.And
And select correct protecting ware for sports to additionally aid and mould body, further increase movement effects.
Currently, user be all according on network suggestion purchase and wearable motion protector, cause the matching degree of protector low, no
Conducive to movement.
Apply for content
The embodiment of the present application provides a kind of protector and recommends method and Related product, is worn not to solve protector in movement
When influence movement effects the problem of, the matching degree of protector is improved.
In a first aspect, the embodiment of the present application provides a kind of protector recommendation method, the method includes：
Kinematic parameter is obtained, the exercise habit for presetting joint is determined according to the kinematic parameter, the exercise habit is at least
Including following one kind：Motion frequency, movement duration and exercise intensity；
The first joint of protector need to be worn by being determined according to the exercise habit in the default joint；
Sign information is obtained, need to recommend the is determined according to the exercise habit in first joint and the sign information
One protector shows first protector.
Second aspect, the embodiment of the present application provide a kind of protector recommendation apparatus, and the protector recommendation apparatus includes；
The kinematic parameter is transferred to determination unit by acquiring unit for obtaining kinematic parameter；
The determination unit, for determining the exercise habit for presetting joint, the exercise habit according to the kinematic parameter
Including at least following one kind：Motion frequency, movement duration and exercise intensity；
The determination unit is additionally operable to determine that need to wear protector first closes according to the exercise habit in the default joint
Section；
The acquiring unit is additionally operable to obtain sign information, the sign information is transferred to the determination unit；
The determination unit is additionally operable to determine that needs push away according to the exercise habit in first joint and the sign information
The first protector recommended；
Display unit, for showing first protector.
The third aspect, the embodiment of the present application provide a kind of electronic device, and the electronic device includes：Application processor AP,
Motion sensor and touching display screen, the touching display screen and the motion sensor are answered by least one circuit with described
With processor AP connections, the motion sensor includes at least motion sensor and pedometer,
The kinematic parameter is transferred to the AP by the motion sensor for obtaining kinematic parameter；
The AP, for determining that the exercise habit for presetting joint, the exercise habit are at least wrapped according to the kinematic parameter
Include following one kind：Motion frequency, movement duration and exercise intensity；
The AP, for determining the first joint that need to wear protector according to the exercise habit in the default joint；
The AP is determined for obtaining sign information according to the exercise habit in first joint and the sign information
Need the first protector recommended；
The touching display screen, for showing first protector.
Fourth aspect, the embodiment of the present application provide a kind of computer readable storage medium, and storage is handed over for electronic data
The computer program changed, wherein the computer program makes computer execute method as described in relation to the first aspect.
5th aspect, the embodiment of the present application provide a kind of computer program product, and the computer program product includes depositing
The non-transient computer readable storage medium of computer program is stored up, the computer is operable to make computer to execute such as the
Method described in one side.
Implement the embodiment of the present application, has the advantages that：
As it can be seen that determining that the movement in user preset joint is practised by obtaining the kinematic parameter of user in embodiments herein
It is used, recommend the protector to match with exercise habit to preset joint, improves the matching degree of movement and protector, further increase fortune
Dynamic effect, is conducive to the recovery of muscle after exercise, improves user experience.
Description of the drawings
In order to more clearly explain the technical solutions in the embodiments of the present application, make required in being described below to embodiment
Attached drawing is briefly described, it should be apparent that, the accompanying drawings in the following description is some embodiments of the present application, for ability
For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached
Figure.
Figure 1A is the flow diagram that a kind of protector provided by the embodiments of the present application recommends method.
Figure 1B is that the embodiment of the present application provides a kind of method schematic diagram in the determining joint for wearing protector.
Fig. 1 C are that the embodiment of the present application provides a kind of structural schematic diagram of the first protector of determination.
Fig. 2 is the flow diagram that the embodiment of the present application provides that another protector recommends method.
Fig. 3 is a kind of structural schematic diagram of electronic device provided by the embodiments of the present application.
Fig. 4 is the structural schematic diagram of another electronic device provided by the embodiments of the present application.
Fig. 5 is the structural schematic diagram of another electronic device provided by the embodiments of the present application.
Fig. 6 is a kind of structural schematic diagram of mobile phone provided by the embodiments of the present application.
Specific implementation mode
Below in conjunction with the attached drawing in the embodiment of the present application, technical solutions in the embodiments of the present application carries out clear, complete
Site preparation describes, it is clear that described embodiment is some embodiments of the present application, instead of all the embodiments.Based on this Shen
Please in embodiment, the every other implementation that those of ordinary skill in the art are obtained without creative efforts
Example, shall fall in the protection scope of this application.
Term " first ", " second ", " third " in the description and claims of this application and the attached drawing and "
Four " etc. be for distinguishing different objects, rather than for describing particular order.In addition, term " comprising " and " having " and it
Any deformation, it is intended that cover and non-exclusive include.Such as it contains the process of series of steps or unit, method, be
The step of system, product or equipment are not limited to list or unit, but further include the steps that optionally not listing or list
Member, or further include optionally for the intrinsic other steps of these processes, method, product or equipment or unit.
Referenced herein " embodiment " is it is meant that the special characteristic, result or the characteristic that describe can wrap in conjunction with the embodiments
It is contained at least one embodiment of the application.Each position in the description occur the phrase might not each mean it is identical
Embodiment, nor the independent or alternative embodiment with other embodiments mutual exclusion.Those skilled in the art explicitly and
Implicitly understand, embodiment described herein can be combined with other embodiments.
Hereinafter, the part term in the application is explained, in order to those skilled in the art understand that.
Electronic device in the application may include smart mobile phone (such as Android phone, iOS mobile phones, Windows
Phone mobile phones etc.), tablet computer, palm PC, laptop, mobile internet device (MID, Mobile Internet
Devices) or Wearable etc., above-mentioned electronic device are only citings, and non exhaustive, are filled including but not limited to above-mentioned electronics
It sets, for convenience of description, above-mentioned electronic device is known as user equipment (User equipment, UE) in following example.
Certainly in practical applications, above-mentioned user equipment is also not necessarily limited to above-mentioned realization form, such as can also include：Intelligent vehicle-carried end
End, computer equipment etc..
Amount of exercise (Amount of exercise) is also referred to as exercise load, refers to the life that human body is born in sports
Reason, mental load amount and consumption heat, by complete practice exercise intensity and duration and accuracy of action and
The size because usually determining amount of exercise such as sports events feature.Amount of exercise is the popular call of exercise load, wherein component movement
The principal element amount of being and intensity of load.
A refering to fig. 1, Figure 1A are the flow diagram that a kind of protector provided by the embodiments of the present application recommends method, this method
Including：
Step S101：Kinematic parameter is obtained, the exercise habit for presetting joint, the movement are determined according to the kinematic parameter
Custom includes at least following one kind：Motion frequency, movement duration and exercise intensity.
Wherein, which is including at least following one kind：Movement velocity, type of sports and movement duration, (i.e. with
Move relevant physical quantity.Wherein, type of sports refers to the type of movement, specific type of exercise includes running, cycle, swimming,
The different type of sports such as Yoga and mountain-climbing, it is to be understood that the user under different movements, the work that each joint is risen
With different, therefore the amount of exercise that joint different in the movement of same item generates is also different.
Wherein, joint is preset to hold vulnerable joint in movement, and is that motion amplitude is all bigger in multi-motion
Joint.
For example, default joint is specifically as follows wrist joint, ankle-joint, shoulder joint, knee joint, elbow joint or other passes
Section.
Optionally, the type of the movement, specifically, the identification information of movement are determined by obtaining the identification information of movement
It is closely related with the movement velocity and change in location of user.For example, determining whether the gravity of user occurs by gravity sensor
Variation, judges whether user carries out mountaineering；Humidity information is obtained by wearable device, judges whether user is swimming
Swimming movement；Judge that user is in running or walking or cycling by the cadence or movement velocity that detect user.
For example, determine that the exercise habit for presetting joint is specially according to kinematic parameter：The first of the first movement of extraction
The occurrence of movement velocity and movement duration in kinematic parameter, wherein first movement is current ongoing movement.Root
Cadence is either moved according to the movement velocity in first kinematic parameter or Gravity changer determines the type of the first movement, and obtaining should
The first corresponding kinematic coefficient of type of sports, the kinematic coefficient refer specifically to the amount of exercise of Subscriber Unit move distance generation,
In, which includes translation distance and upper and lower distance (i.e. distance caused by the variation of user location height), therefore this first
Kinematic coefficient includes the corresponding kinematic coefficient α of translation distance1Kinematic coefficient α corresponding with upper and lower distance2；By the fortune of the first movement
Dynamic speed, movement duration and kinematic coefficient are input in the corresponding computation model of the type of sports, calculate the first movement generation
Amount of exercise.Specifically, motion translation distance is gone out by movement velocity and movement duration calculation, is determined by gravity sensor
Upper and lower distance, then calculate by move distance and kinematic coefficient the first amount of exercise of the first movement.
Further, first first amount of exercise moved is distributed to this according to preset rules and presets joint, determining should
The amount of exercise in each joint in default joint, wherein preset rules can be：Mean allocation rule will first amount of exercise it is flat
It is assigned to each joint in the default joint, each in joint is preset alternatively, being distributed to this by setting ratio allocation rule
Joint is the pro rate of the motion amplitude (bending or the amplitude swung) by each joint in the first movement.
For example, it is assumed that default joint is ankle-joint, knee joint, wrist joint and elbow joint, the first movement is running fortune
Dynamic, the first amount of exercise is w, and can define the kneed motion amplitude in first movement according to data statistics is a, ankle-joint
Motion amplitude is also a, and the motion amplitude of elbow joint is b, and carpal motion amplitude is c, wherein a ＞ b ＞ c, therefore the knee joint
The amount of exercise generated in the movement with ankle-joint is w*a/ (2a+b+c), and the amount of exercise that elbow joint generates is w*b/ (2a+b+
C), the amount of exercise that wrist joint generates is w*c/ (2a+b+c).
Further, it is determined according to the movement duration of the amount of exercise distributed in default joint and first movement and presets joint
In each joint motion frequency, movement duration and exercise intensity.
For example, due to presetting joint persistent movement during moving progress, therefore when movement of the default shutdown
Length can be consistent with the movement duration of first movement；According to statistics, determine that the default joint swings the fortune once generated
Momentum, specially：It is β that knee joint, which swings the amount of exercise once generated,1, the amount of exercise that the bending of ankle-joint once generates is β2, elbow
The amount of exercise that arthrogryposis once generates is β3, the amount of exercise that wrist joint bending once generates is β4, therefore knee joint can be calculated and existed
Number of oscillations under the movement duration of first movement is { w*a/ (2a+b+c) }/β1, can be obtained in conjunction with movement duration kneed
The number of bends of motion frequency, ankle-joint is { w*a/ (2a+b+c) }/β2, the movement frequency of ankle-joint can be obtained in conjunction with movement duration
The number of bends of rate, elbow joint is { w*b/ (2a+b+c) }/β3, the motion frequency of elbow joint, wrist can be obtained in conjunction with movement duration
The number of bends in joint is { w*c/ (2a+b+c) }/β4, carpal motion frequency can be obtained in conjunction with movement duration；Exercise intensity
It can be corresponding with respective amount of exercise, you can the exercise intensity in the joint is indicated with the amount of exercise in each joint.
According to the above method, determine user under various type of sports the motion frequency, movement duration in the default joint and
The motion frequency under multi-motion type, movement duration and exercise intensity are analyzed and integrated to exercise intensity, obtains default joint most
Whole exercise habit.Wherein, the motion frequency under multi-motion type, movement duration and exercise intensity is analyzed and integrates specifically to wrap
It includes：It is integrated by weighted average, alternatively, integrated by linear analysis, alternatively, carrying out just too analytical integration by doing figure, here
Specific narration is not done.
Optionally, which can be to train trained neural network model in advance.Like in this case, only
N number of kinematic parameter under the movement of N kinds need to be acquired, which is combined as input data, which is input to
The neural network model, the input data are exported after carrying out multiple operation and iteration with the weights in the neural network model
As a result, determining the exercise habit in the default joint according to output result.Wherein, which is combined as input data
Specific method can be：Quantity, that is, CI*H*W of the default input data of neural network model is extracted, wherein H is height
Value, W is width value, and CI is depth value；Extract in N number of kinematic parameter movement duration, movement velocity and type of sports sum
Amount is 3N, if the 3N is more than or equal to CI*H*W, does not add the quantity in kinematic parameter, if 3N is less than CI*H*W, by zero insertion addition
Strategy is added the quantity of the movement duration, movement velocity or type of sports so that the total quantity after addition is equal to CI*
H*W, certainly, the strategy for pressing zero addition here only illustrate, and do not limit other addition strategies.
Step S102：The first joint for needing to wear protector is determined according to the exercise habit in the default joint.
Optionally, the first joint for needing to wear protector can be determined by the selection of user, i.e., it will be obtained above default
The exercise habit in joint is shown to user, as shown in Figure 1B, in order to indicate convenient, Figure 1B merely illustrate knee joint, ankle-joint and
The display figure of elbow joint, other joints in practical operation in the default joint are shown to use according to mode shown in Figure 1B
Family, so that user confirms the joint for needing to wear protector.And in the exercise habit in each joint in the following, incidentally movement duration is super
The joint will be damaged after spending some time, need to wear protector to prevent injured prompt message, user can be by estimating oneself
Movement duration, detect and preset in joint whether have the joint of damage, if any then can determine that the joint needs to wear protector, arrive
The button that click is confirms that the joint is the joint for needing to wear protector.
Optionally, the joint counted by the exercise habit in each joint in default joint and according to exercise data
Proper motion custom is compared, and determines whether the exercise habit in each joint of user deviates proper motion custom, if so, really
Surely the joint for deviateing proper motion custom is the joint of protector to be worn, is here to deviate with the first joint in order to express easily
It is illustrated for the joint of proper motion custom.
For example, since the function of human body is an amount for variation, therefore first joint can will be obtained by the above method
Exercise habit in movement duration, motion frequency and exercise intensity certain domain of walker is set to adapt to the variation of human body,
Centered on the value being calculated according to the method described above, by movement duration, the motion frequency in the exercise habit in first joint
Control floating with exercise intensity and is set to a range, rather than single fixed value.Same first joint is corresponding just
Kinematic parameter in normal exercise habit i.e. the second exercise habit is also to change in a certain range, is practised by calculating first movement
Used and the second exercise habit related coefficient determines whether first custom deviates second exercise habit, wherein first fortune
Dynamic custom and the related coefficient calculation formula of the second movement are：
Wherein, ρXYFor related coefficient, X is the first exercise habit, and Y is the second exercise habit, and Cov (X, Y) is the association of X and Y
Variance, Var [X] be X variance, Var [Y] be Y variance, wherein only consider when calculating related coefficient it is corresponding single
Variable.
For example, determining the correlation of the exercise intensity and the exercise intensity in the second exercise habit in the first exercise habit
When, only consider the variation of exercise intensity, does not consider the variation of other parameters.So in three related coefficients at least one
When related coefficient is less than preset value, then illustrate that the correlation between the corresponding kinematic parameter of the related coefficient is relatively low, so the fortune
The normal kinematic parameter of dynamic parameter drift-out can detect the movement ginseng of the deviation using the first joint as the joint of protector to be worn
Whether several ranges is more than the range of corresponding proper motion parameter, if so, determining that first joint is to need to wear protector
Joint.
Step S103：Sign information is obtained, need are determined according to the exercise habit in first joint and the sign information
The first protector to be recommended shows first protector.
Wherein, it is all in a certain range duration, motion frequency and exercise intensity to be moved in the exercise habit in first joint
Interior variation.First, determine the type in first joint, that is, determine first joint be knee joint or ankle-joint or other
Joint.Then, the corresponding protector in joint of the type is inquired in the database, it is known that each protector adapts to certain movement and practises
It is used, a certain range of motion frequency, movement duration and exercise intensity are adapted to, so, in the embodiment of the present application using foundation
Coordinate system builds the mode of stereogram to determine the corresponding protector of the exercise habit in the first joint.
Further, as shown in Figure 1 C, o-xyz coordinate systems are established, wherein x-axis is motion frequency, when y axis is movement
Long, z-axis is exercise intensity, therefore can put the range of the corresponding motion frequency of the first exercise habit, movement duration and exercise intensity
It sets in the o-xyz coordinate systems, builds the corresponding stereogram of the first exercise habit, the model of a length of motion frequency of the stereogram
It encloses, width is the range for moving duration, the range of a height of exercise intensity.Likewise, by the corresponding multiple protector of the first exercise habit
The range of matched motion frequency, movement duration and exercise intensity, which is also disposed in the o-xyz coordinate systems, builds multiple stereograms,
In order to express easily, it is only depicted in Fig. 1 C in the corresponding stereogram of the first exercise habit (marked as 11) and multiple protector
The stereogram of one protector (marked as 12).Determine the vertical of the corresponding stereogram of the first exercise habit (marked as 11) and the first protector
The crossover range of body figure (marked as 12), the black portions as shown in Fig. 1 C are stereogram (marked as 11) and stereogram
The cross section of (marked as 12).
Further, it is determined that the stereogram of multiple protector and the crossover range of first exercise habit are more than the second preset value
Multiple protector, it is to be understood that these meet crossover range more than the second preset value multiple protector typically belong to it is same
The protector of material and style, but size is generally different.So by the parameter information (i.e. dimension information) of multiple protector and being somebody's turn to do
The sign information (i.e. height and weight) of user matches, determine in multiple protector with user's sign information most matched
One protector shows the first protector.
Further, it can be used and seek similarity mode and determine the corresponding recommendation protector of first exercise habit, that is, pass through
Multiple secondary vectors of the primary vector and the matched exercise habit of multiple protector of establishing the first exercise habit seek similarity, tool
For body, preceding N-dimensional vector of N number of value as primary vector is randomly selected in the range of the motion frequency of the first exercise habit,
N+1~N+M dimensional vector of the M value as primary vector is randomly selected in long range during exercise, in the model of exercise intensity
L value of middle random selection, which is enclosed, as rear L dimensional vectors builds multiple secondary vectors, wherein secondary vector in the same way
Dimension and primary vector dimension it is corresponding, according to calculating formula of similarity calculate similarity value, wherein the similarity meter
Calculating formula is：
Wherein, Sim (βi,βj) it is similarity value, βiFor the primary vector, βjFor jth protector in the multiple protector
Secondary vector.
Further, multiple protector of the similarity more than third predetermined threshold value are chosen as protector to be selected, then pass through ruler
Very little comparison determines that the first protector in the protector to be selected is the protector for needing to recommend, and shows first protector.
As it can be seen that obtaining the kinematic parameter by taking family in embodiments herein, the movement frequency in user preset joint is determined
Rate, movement duration and exercise intensity for default joint recommendation and motion frequency, move duration and the matched protector of exercise intensity,
The matching degree of movement and protector is improved, is effectively protected the joint of user during the motion, and is conducive to flesh after movement
The recovery of meat, improves user experience.
The embodiment of the present application also provides another more detailed method flows, as shown in Fig. 2, Fig. 2 shows another
The flow diagram of kind protector recommendation method, this method include：
Step 201：Kinematic parameter is obtained, the exercise habit for presetting joint, the exercise habit are determined according to kinematic parameter
Including at least following one kind：Motion frequency, movement duration and exercise intensity.
Step 202：First exercise habit in the first joint in the default joint is obtained, first exercise habit includes
First motion frequency, the first movement duration and the first exercise intensity.
Step 203：Obtain the acquisition preset exercise habit in the first joint, the preset movement
Custom is the corresponding proper motion custom in first joint, and second exercise habit includes the second motion frequency, the second fortune
Dynamic duration and exercise intensity.
Step 204：Determine first exercise habit and the related coefficient with the preset exercise habit.
Step 205：Judge whether the related coefficient is more than the first predetermined threshold value；
If not, executing step 206；
If so, executing step 209.
Step 206：Determine the phase of the exercise habit and the exercise habit respectively set in other joints in the default joint
Relationship number.
Step 207：It is the pass for needing to wear protector to determine that related coefficient is more than the corresponding joint of first predetermined threshold value
Section.
Step 208：It determines and the joint for wearing protector is needed to need the protector recommended.
Step 209：The corresponding multiple protector in first joint are obtained, determine the matched motion frequency of the multiple protector
Range, move duration range and exercise intensity range.
Step 210：Build the multiple protector and the corresponding stereogram of first exercise habit, wherein the solid
The range of a length of motion frequency of figure, width are the range for moving duration, the range of a height of exercise intensity.
Step 211：Determine the corresponding stereogram of first exercise habit stereogram corresponding with the multiple protector
Crossover range.
Step 212：Determine whether the crossover range of the stereogram and the stereogram of first exercise habit of protector is more than
Second preset value；
If it is not, executing step 213；
If so, executing step 214.
Step 213：The corresponding protector of the maximum stereogram of crossover range is obtained, determines that the protector is the shield for needing to recommend
Tool.
Step 214：The parameter information of the first protector in such as the multiple protector and the matching degree of the sign information are most
Height determines that the protector for needing to recommend is first protector.
Referring to Fig. 3, Fig. 3 is consistent with above-mentioned Figure 1A and method shown in Fig. 2, Fig. 3 is provided by the embodiments of the present application one
Kind protector recommends the structural schematic diagram of electronic device 300, applied to the electronic device for including sensor, processor.The electronics
Device 300 includes processing unit 301, storage unit 302 and communication unit 303, and processing unit 301 includes acquiring unit, determination
Unit and display unit, wherein：
The kinematic parameter is transferred to determination unit by acquiring unit for obtaining kinematic parameter；
The determination unit, for determining the exercise habit for presetting joint, the exercise habit according to the kinematic parameter
Including at least following one kind：Motion frequency, movement duration and exercise intensity；
The determination unit is additionally operable to determine that need to wear protector first closes according to the exercise habit in the default joint
Section；
The acquiring unit is additionally operable to obtain sign information, the sign information is transferred to the determination unit；
The determination unit is additionally operable to determine that needs push away according to the exercise habit in first joint and the sign information
The first protector recommended；
The display unit, for showing first protector.
In one example, kinematic parameter is being obtained, the exercise habit for presetting joint is determined according to the kinematic parameter, it is described
Determination unit is specifically used for：
The kinematic parameter of the first movement of acquiring unit transmission is received, the kinematic parameter includes the first type of sports, the
One movement velocity and the first movement duration, first movement are current ongoing movement；
The kinematic parameter is inputted into computation model corresponding with first type of sports, obtains the movement of the first movement
Amount；
The amount of exercise is distributed to the default joint by preset rules, according to the determination of the amount of exercise in each joint
Exercise habit of the default joint under first movement；
Multiple exercise habits are integrated, the final exercise habit in the default joint is obtained.
In one example, the first joint side for needing to wear protector is being determined according to the exercise habit in the default joint
Face, the determination unit are specifically used for：
First exercise habit in first joint is obtained, first exercise habit includes the first motion frequency, first
Move duration and the first exercise intensity；
The preset exercise habit in the first joint is obtained, the preset exercise habit is first pass
Corresponding proper motion custom is saved, second exercise habit includes the second motion frequency, the second movement duration and exercise intensity；
Determine the related coefficient of first exercise habit and the preset exercise habit, such as the related coefficient
Less than the first predetermined threshold value, determine that first joint is the joint of protector to be worn.
In one example, need to recommend the is being determined according to the exercise habit in first joint and the sign information
In terms of one protector, the determination unit is specifically used for：
Multiple protector corresponding with first joint are obtained, determine the model of the matched motion frequency of the multiple protector
Enclose, move the range of duration and the range of exercise intensity；
Build the multiple protector and the corresponding stereogram of first exercise habit, wherein the stereogram it is a length of
The range of motion frequency, width are the range for moving duration, the range of a height of exercise intensity；
Determine the crossover range of the corresponding stereogram of first exercise habit stereogram corresponding with the multiple protector；
Multiple protector that crossover range is more than the second predetermined threshold value are obtained, such as the ginseng of the first protector in the multiple protector
The matching degree highest of number information and the sign information determines that the protector for needing to recommend is first protector.
Fig. 4 is referred to, Fig. 4 is the structural schematic diagram of another electronic device 400 provided by the embodiments of the present application, the electronics
Device 400 includes：Application processor AP410, touching display screen 420, motion sensor 430 and circuit 440, the touch-control are shown
Screen and the motion sensor are connect by least one circuit with the application processor AP410, wherein the gravity sensitive
Device includes at least gravity sensor, pedometer and acceleration transducer.
Movement ginseng is transferred to the AP by the motion sensor for obtaining kinematic parameter；
The AP, for determining that the exercise habit for presetting joint, the exercise habit are at least wrapped according to the kinematic parameter
Include following one kind：Motion frequency, movement duration and exercise intensity；
The AP, for determining the first joint that need to wear protector according to the exercise habit in the default joint；
The AP is determined for obtaining sign information according to the exercise habit in first joint and the sign information
Need the first protector recommended；
The touching display screen, for showing first protector.
It is described in terms of determining the exercise habit for presetting joint according to the kinematic parameter in the example of the application
AP, be specifically used for obtain first movement kinematic parameter, the kinematic parameter include the first type of sports, the first movement velocity and
First movement duration, first movement are current ongoing movement；Kinematic parameter input is transported with described first
The corresponding computation model of dynamic type, obtains the amount of exercise of the first movement；The amount of exercise is distributed to described pre- by preset rules
If joint, exercise habit of the default joint under first movement is determined according to the amount of exercise in each joint；It integrates more
A exercise habit obtains the final exercise habit in the default joint.
In the example of the application, need to wear the first of protector being determined according to the exercise habit in the default joint
In terms of joint, the AP is specifically used for obtaining first exercise habit in first joint, and first exercise habit includes the
One motion frequency, the first movement duration and the first exercise intensity；The preset exercise habit in the first joint is obtained, it is described
Preset exercise habit is the corresponding proper motion custom in first joint, and second exercise habit includes the second fortune
Dynamic frequency, the second movement duration and exercise intensity；Determine first exercise habit and the preset exercise habit
Related coefficient, such as related coefficient are less than the first predetermined threshold value, determine that first joint is the joint of protector to be worn.
In the example of the application, needs are being determined according to the exercise habit and the sign information in first joint
In terms of the first protector recommended, the AP is specifically used for obtaining multiple protector corresponding with first joint, determine described more
The range of a matched motion frequency of protector, move duration range and exercise intensity range, build the multiple protector and
The corresponding stereogram of first exercise habit, wherein the range of a length of motion frequency of the stereogram, width are movement duration
Range, the range of a height of exercise intensity；Determine that the corresponding stereogram of first exercise habit is corresponding with the multiple protector
Stereogram crossover range；Multiple protector that crossover range is more than the second predetermined threshold value are obtained, in the multiple protector
The matching degree highest of the parameter information of first protector and the sign information determines that the protector for needing to recommend is first shield
Tool.
Fig. 5 is referred to, Fig. 5 is the structural schematic diagram of another electronic device 500 provided by the embodiments of the present application.Electronics fills
Setting 500 includes：Application processor 501, memory 502, communication interface 503 and one or more programs, wherein said one
Or multiple programs are stored in above-mentioned memory 502, and be configured to be executed by above application processor 501, above procedure
It include the instruction for executing following steps：
Kinematic parameter is obtained, the exercise habit for presetting joint is determined according to the kinematic parameter, the exercise habit is at least
Including following one kind：Motion frequency, movement duration and exercise intensity；
The first joint of protector need to be worn by being determined according to the exercise habit in the default joint；
Sign information is obtained, need to recommend the is determined according to the exercise habit in first joint and the sign information
One protector shows first protector.
Fig. 6 shows the block diagram with the part-structure of the relevant mobile phone of terminal device provided by the embodiments of the present application.Ginseng
Fig. 6 is examined, mobile phone includes：Radio frequency (Radio Frequency, RF) circuit 910, memory 920, input unit 930, sensor
950, voicefrequency circuit 960, Wireless Fidelity (Wireless Fidelity, WiFi) module 970, application processor AP980 and
The components such as power supply 990.It will be understood by those skilled in the art that handset structure shown in Fig. 6 does not constitute the restriction to mobile phone,
May include either combining certain components or different components arrangement than illustrating more or fewer components.
Each component parts of mobile phone is specifically introduced with reference to Fig. 6：
Input unit 930 can be used for receiving the number or character information of input, and generate with the user setting of mobile phone with
And the related key signals input of function control.Specifically, input unit 930 may include touching display screen 933, fingerprint identification device
931, face identification device 936, iris identification device 937 and other input equipments 932.Input unit 930 can also include
Other input equipments 932.Specifically, other input equipments 932 can include but is not limited to physical button, function key (such as sound
Measure control button, switch key etc.), it is trace ball, mouse, one or more in operating lever etc..Wherein,
AP980 determines the exercise habit for presetting joint, the fortune according to the kinematic parameter for obtaining kinematic parameter
Dynamic custom includes at least following one kind：Motion frequency, movement duration and exercise intensity；
The first joint of protector need to be worn by being determined according to the exercise habit in the default joint；
Sign information is obtained, need to recommend the is determined according to the exercise habit in first joint and the sign information
One protector shows first protector.
AP980 is the control centre of mobile phone, using the various pieces of various interfaces and connection whole mobile phone, passes through fortune
Row executes the software program and/or module being stored in memory 920, and calls the data being stored in memory 920,
The various functions and processing data for executing mobile phone, to carry out integral monitoring to mobile phone.Optionally, AP980 may include one or
Multiple processing units；Optionally, AP980 can integrate application processor and modem processor, wherein application processor is main
Processing operation system, user interface and application program etc., modem processor mainly handle wireless communication.It is appreciated that
It is that above-mentioned modem processor can not also be integrated into AP980.
In addition, memory 920 may include high-speed random access memory, can also include nonvolatile memory, example
Such as at least one disk memory, flush memory device or other volatile solid-state parts.
RF circuits 910 can be used for sending and receiving for information.In general, RF circuits 910 include but not limited to antenna, at least one
A amplifier, transceiver, coupler, low-noise amplifier (Low Noise Amplifier, LNA), duplexer etc..This
Outside, RF circuits 910 can also be communicated with network and other equipment by radio communication.Above-mentioned wireless communication can use any logical
Beacon standard or agreement, including but not limited to global system for mobile communications (Global System of Mobile
Communication, GSM), general packet radio service (General Packet Radio Service, GPRS), code point
Multiple access (Code Division Multiple Access, CDMA), wideband code division multiple access (Wideband Code Division
Multiple Access, WCDMA), long term evolution (Long Term Evolution, LTE), Email, short message service
(Short Messaging Service, SMS) etc..
Mobile phone may also include at least one sensor 950, such as optical sensor, motion sensor and other sensors.
Specifically, optical sensor may include ambient light sensor and proximity sensor, wherein ambient light sensor can be according to ambient light
Light and shade adjust the brightness of touching display screen, proximity sensor can when mobile phone is moved in one's ear, close touching display screen and/
Or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (generally three axis) acceleration
Size can detect that size and the direction of gravity when static, can be used to identify mobile phone posture application (such as horizontal/vertical screen switching,
Dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, tap) etc.；It can also configure as mobile phone
The other sensors such as gyroscope, barometer, hygrometer, thermometer, infrared sensor, details are not described herein.
Voicefrequency circuit 960, loud speaker 961, microphone 962 can provide the audio interface between user and mobile phone.Audio-frequency electric
The transformed electric signal of the audio data received can be transferred to loud speaker 961 by road 960, and sound is converted to by loud speaker 961
Signal plays；On the other hand, the voice signal of collection is converted to electric signal by microphone 962, is turned after being received by voicefrequency circuit 960
It is changed to audio data, then after audio data is played AP980 processing, through RF circuits 910 to be sent to such as another mobile phone, or
Person plays audio data to memory 920 to be further processed.
WiFi belongs to short range wireless transmission technology, and mobile phone can help user's transceiver electronics postal by WiFi module 970
Part, browsing webpage and access streaming video etc., it has provided wireless broadband internet to the user and has accessed.Although Fig. 6 is shown
WiFi module 970, but it is understood that, and it is not belonging to must be configured into for mobile phone, it can not change as needed completely
Become in the range of the essence of application and omits.
Mobile phone further includes the power supply 990 (such as battery) powered to all parts, and optionally, power supply can pass through power supply pipe
Reason system and AP980 are logically contiguous, to realize the work(such as management charging, electric discharge and power managed by power-supply management system
Energy.
Although being not shown, mobile phone can also be including camera, bluetooth module, light compensating apparatus, light sensor etc., herein not
It repeats again.
The embodiment of the present application also provides a kind of computer storage media, wherein computer storage media storage is for electricity
The computer program that subdata exchanges, it is any as described in above method embodiment which so that computer is executed
It is a kind of that some or all of method for computing data step is fallen based on artificial intelligence.
The embodiment of the present application also provides a kind of computer program product, and the computer program product includes storing calculating
The non-transient computer readable storage medium of machine program, the computer program are operable to that computer is made to execute such as above-mentioned side
Any type described in method embodiment falls some or all of method for computing data step based on artificial intelligence.
The step of method described in the embodiment of the present application or algorithm, can be realized in a manner of hardware, can also be
The mode of software instruction is executed by processor to realize.Software instruction can be made of corresponding software module, and software module can
To be stored on random access memory (Random Access Memory, RAM), flash memory, read-only memory (Read Only
Memory, ROM), Erasable Programmable Read Only Memory EPROM (Erasable Programmable ROM, EPROM), electrically erasable can
Program read-only memory (Electrically EPROM, EEPROM), register, hard disk, mobile hard disk, CD-ROM (CD-
ROM) or in the storage medium of any other form well known in the art.A kind of illustrative storage medium is coupled to processing
To enable a processor to from the read information, and information can be written to the storage medium in device.Certainly, storage is situated between
Matter can also be the component part of processor.Pocessor and storage media can be located in ASIC.In addition, the ASIC can position
In access network equipment, destination network device or equipment of the core network.Certainly, pocessor and storage media can also be used as discrete sets
Part is present in access network equipment, destination network device or equipment of the core network.
Those skilled in the art it will be appreciated that in said one or multiple examples, retouched by the embodiment of the present application
The function of stating can be realized wholly or partly by software, hardware, firmware or its arbitrary combination.When using software realization
When, it can entirely or partly realize in the form of a computer program product.The computer program product includes one or more
A computer instruction.When loading on computers and executing the computer program instructions, entirely or partly generate according to this
Apply for the flow or function described in embodiment.The computer can be all-purpose computer, special purpose computer, computer network,
Or other programmable devices.The computer instruction can store in a computer-readable storage medium, or be counted from one
Calculation machine readable storage medium storing program for executing is transmitted to another computer readable storage medium, for example, the computer instruction can be from one
Web-site, computer, server or data center pass through wired (such as coaxial cable, optical fiber, Digital Subscriber Line (Digital
Subscriber Line, DSL)) or wireless (such as infrared, wireless, microwave etc.) mode to another web-site, calculate
Machine, server or data center are transmitted.It is any that the computer readable storage medium can be that computer can access
Usable medium is either comprising data storage devices such as one or more usable mediums integrated server, data centers.It is described
Usable medium can be magnetic medium (for example, floppy disk, hard disk, tape), optical medium (for example, digital video disk (Digital
Video Disc, DVD)) or semiconductor medium (for example, solid state disk (Solid State Disk, SSD)) etc..
Above-described specific implementation mode carries out the purpose, technical solution and advantageous effect of the embodiment of the present application
It is further described, it should be understood that the foregoing is merely the specific implementation modes of the embodiment of the present application, and does not have to
In limit the embodiment of the present application protection domain, it is all on the basis of the technical solution of the embodiment of the present application, done it is any
Modification, equivalent replacement, improvement etc. should all be included within the protection domain of the embodiment of the present application.
Claims (10)
1. a kind of protector recommends method, which is characterized in that the method includes：
Kinematic parameter is obtained, determines that the exercise habit for presetting joint, the exercise habit are included at least according to the kinematic parameter
Following one kind：Motion frequency, movement duration and exercise intensity；
The first joint of protector need to be worn by being determined according to the exercise habit in the default joint；
Sign information is obtained, the first shield for needing to recommend is determined according to the exercise habit in first joint and the sign information
Tool shows first protector.
2. according to the method described in claim 1, it is characterized in that, the acquisition kinematic parameter, true according to the kinematic parameter
The exercise habit in surely default joint, including：
The kinematic parameter of the first movement is obtained, the kinematic parameter includes the first type of sports, the first movement velocity and the first fortune
Dynamic duration, first movement are current ongoing movement；
The kinematic parameter is inputted into computation model corresponding with first type of sports, obtains the amount of exercise of the first movement；
The amount of exercise is distributed to the default joint by preset rules, is determined according to the amount of exercise in each joint described default
Exercise habit of the joint under first movement；
Multiple exercise habits are integrated, the final exercise habit in the default joint is obtained.
3. method according to claim 1 or 2, which is characterized in that the exercise habit according to the default joint is true
Surely the first joint of wearing protector is needed, including：
First exercise habit in first joint is obtained, first exercise habit includes the first motion frequency, the first movement
Duration and the first exercise intensity；
The preset exercise habit in the first joint is obtained, the preset exercise habit is first joint pair
The proper motion custom answered, second exercise habit include the second motion frequency, the second movement duration and exercise intensity；
Determine the related coefficient of first exercise habit and the preset exercise habit, such as related coefficient is less than
First predetermined threshold value determines that first joint is the joint of protector to be worn.
4. according to claim 1-3 any one of them methods, which is characterized in that described to be practised according to the movement in first joint
The used and sign information determines the first protector for needing to recommend, including：
Multiple protector corresponding with first joint are obtained, determine range, the fortune of the matched motion frequency of the multiple protector
The range of the range and exercise intensity of dynamic duration；
Build the multiple protector and the corresponding stereogram of first exercise habit, wherein a length of movement of the stereogram
The range of frequency, width are the range for moving duration, the range of a height of exercise intensity；
Determine the crossover range of the corresponding stereogram of first exercise habit stereogram corresponding with the multiple protector；
Multiple protector that crossover range is more than the second predetermined threshold value are obtained, such as the parameter letter of the first protector in the multiple protector
The matching degree highest of breath and the sign information determines that the protector for needing to recommend is first protector.
5. a kind of electronic device, which is characterized in that the electronic device includes：Application processor AP, motion sensor and touch-control
Display screen, the touching display screen and the motion sensor are connect by least one circuit with the application processor AP,
The motion sensor includes at least motion sensor and pedometer,
The kinematic parameter is transferred to the AP by the motion sensor for obtaining kinematic parameter；
The AP, for according to the kinematic parameter determine preset joint exercise habit, the exercise habit include at least with
Lower one kind：Motion frequency, movement duration and exercise intensity；
The AP, for determining the first joint that need to wear protector according to the exercise habit in the default joint；
The AP determines needs for obtaining sign information according to the exercise habit in first joint and the sign information
The first protector recommended；
The touching display screen, for showing first protector.
6. electronic device according to claim 5, which is characterized in that preset joint being determined according to the kinematic parameter
In terms of exercise habit,
The AP is specifically used for obtaining the kinematic parameter of the first movement, and the kinematic parameter includes the first type of sports, the first fortune
Dynamic speed and the first movement duration, first movement are current ongoing movement；The kinematic parameter is inputted and institute
The corresponding computation model of the first type of sports is stated, the amount of exercise of the first movement is obtained；The amount of exercise is distributed by preset rules
To the default joint, determine that movement of the default joint under first movement is practised according to the amount of exercise in each joint
It is used；Multiple exercise habits are integrated, the final exercise habit in the default joint is obtained.
7. electronic device according to claim 5 or 6, which is characterized in that in the exercise habit according to the default joint
In terms of determining the first joint for needing to wear protector,
The AP is specifically used for obtaining first exercise habit in first joint, and first exercise habit includes the first fortune
Dynamic frequency, the first movement duration and the first exercise intensity；The preset exercise habit in the first joint is obtained, it is described advance
For the exercise habit set as the corresponding proper motion custom in first joint, second exercise habit includes the second movement frequency
Rate, the second movement duration and exercise intensity；Determine that first exercise habit is related to the preset exercise habit
Coefficient, such as related coefficient are less than the first predetermined threshold value, determine that first joint is the joint of protector to be worn.
8. according to claim 5-7 any one of them devices, which is characterized in that in the exercise habit according to first joint
In terms of the first protector for needing to recommend being determined with the sign information,
The AP is specifically used for obtaining multiple protector corresponding with first joint, determines the matched fortune of the multiple protector
The range of the range of dynamic frequency, the range and exercise intensity of movement duration；It builds the multiple protector and first movement is practised
It is used to corresponding stereogram, wherein the range of a length of motion frequency of the stereogram, width are the range for moving duration, Gao Weiyun
The range of fatigue resistance；Determine intersecting for the corresponding stereogram stereogram corresponding with the multiple protector of the first exercise habit
Range；Multiple protector that crossover range is more than the second predetermined threshold value are obtained, such as the parameter of the first protector in the multiple protector
The matching degree highest of information and the sign information determines that the protector for needing to recommend is first protector.
9. a kind of computer readable storage medium, which is characterized in that it stores the computer program for electronic data interchange,
In, the computer program makes computer execute method according to any one of claims 1-4.
10. a kind of computer program product, which is characterized in that the computer program product includes storing computer program
Non-transient computer readable storage medium, the computer program are operable to that computer is made to execute such as claim 1-4
Method described in one.
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