CN109214650A - A kind of evaluation method and device - Google Patents
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Abstract
This application discloses a kind of evaluation method, including receive user first time period the first heart rate data and the user second time period the second heart rate data；The first time period is period when user is in rest state, and the second time period is the period that user carries out sports；According to first heart rate data and second heart rate data, the first evaluation index value is calculated；According to first evaluation index value, the evaluation result of sports of the user in the second time period is determined.Since this method can evaluate the sports situation of user based on user in the heart rate data for the second time period for carrying out sports, thus evaluation result precision with higher.Disclosed herein as well is a kind of evaluating apparatus, equipment and computer storage mediums.
Description
Technical field
This application involves field of communication technology more particularly to a kind of evaluation method and devices.
Background technique
With the implementation of quality-oriented education, physical fitness situation more and more becomes emphasis concerned by people.Many people pass through fortune
The modes such as dynamic exercise promote the physical fitness of itself.For example, teacher often formulates range of motion meter on Sports Classroom
It draws, such as is jogged, movement of skipping rope, student is helped to promote the physical fitness of itself.
Above-mentioned exercise program is executed however, whether having for each student, and executes the effect of above-mentioned exercise program, or
Person whether there is cheating during executing above-mentioned exercise program, and teacher can not grasp accurate information completely.In this way, causing
Teacher is difficult to the sports to student and is accurately evaluated.
For sports, how providing one kind, accurately evaluation method becomes a technical problem urgently to be resolved.
Summary of the invention
In view of this, this application provides a kind of evaluation method, this method by obtain user the first heart rate data and
Second heart rate data calculates the first evaluation index value, so that it is determined that evaluation of the user in the sports of the second time period
As a result, this method evaluates sports by objective heart rate data, thus evaluation result is more accurate, and should
Method can evaluate the sports of each user, and cost is relatively low for evaluation.Present invention also provides a kind of evaluating apparatus,
Equipment and computer storage medium.
The application first aspect provides a kind of evaluation method, which comprises
Receive user first time period the first heart rate data and the user second time period the second heart rate number
According to；The first time period is period when user is in rest state, and the second time period is that user's progress sport is living
The dynamic period；
According to first heart rate data and second heart rate data, the first evaluation index value is calculated；
According to first evaluation index value, the evaluation knot of sports of the user in the second time period is determined
Fruit.
Optionally, first evaluation index value includes:
Exercise intensity, movement density and/or exercise duration.
Optionally, the method also includes:
User is grouped with the age, the first evaluation is calculated according to the first evaluation index value of the user of grouping of each age
Standard value；
Then according to first evaluation index value, the evaluation of sports of the user in the second time period is determined
Result includes:
According to first evaluation index value and the first evaluation criterion value, determine the user in second time
The evaluation result of the sports of section.
Optionally, the method also includes:
User is grouped with the stone age, the second evaluation is calculated according to the first evaluation index value of the user of grouping of each stone age
Standard value；
Then according to first evaluation index value, the evaluation of sports of the user in the second time period is determined
Result includes:
According to first evaluation index value and the second evaluation criterion value, determine the user in second time
The evaluation result of the sports of section.
Optionally, the method also includes:
User is grouped with gender, third evaluation is calculated according to the first evaluation index value of the user of each gender grouping
Standard value；
Then according to first evaluation index value, the evaluation of sports of the user in the second time period is determined
Result includes:
According to first evaluation index value and the third evaluation criterion value, determine the user in second time
The evaluation result of the sports of section.
Optionally, the method also includes:
According to the user in the evaluation result of the sports of multiple second time periods, the life of the user is determined
Long development condition.
Optionally, the method also includes:
The weak item of the user is determined according to the evaluation result；
Recommend corresponding course to the user according to the weak item.
Optionally, before calculating first evaluation index value, the method also includes:
User identity legitimacy is verified according to first heart rate data.
Optionally, which is characterized in that the method also includes:
If being verified, the step of executing the first evaluation index value of the calculating；
If verifying does not pass through, information alert is carried out.
The application second aspect provides a kind of evaluating apparatus, and described device includes:
Receiving module, for receiving user in the first heart rate data of first time period and the user in second time period
The second heart rate data；The first time period is period when user is in rest state, and the second time period is to use
The period of family progress sports；
Computing module, for calculating the first evaluation index according to first heart rate data and second heart rate data
Value；
Determining module, for determining the user in the body of the second time period according to first evaluation index value
Educate movable evaluation result.
Optionally, first evaluation index value includes:
Exercise intensity, movement density and/or exercise duration.
Optionally, the computing module is also used to:
User is grouped with the age, the first evaluation is calculated according to the first evaluation index value of the user of grouping of each age
Standard value；
Then the determining module is specifically used for:
According to first evaluation index value and the first evaluation criterion value, determine the user in second time
The evaluation result of the sports of section.
Optionally, the computing module is also used to:
User is grouped with the stone age, the second evaluation is calculated according to the first evaluation index value of the user of grouping of each stone age
Standard value；
Then the determining module is specifically used for:
According to first evaluation index value and the second evaluation criterion value, determine the user in second time
The evaluation result of the sports of section.
Optionally, the computing module is also used to:
User is grouped with gender, third evaluation is calculated according to the first evaluation index value of the user of each gender grouping
Standard value；
Then the determining module is specifically used for:
According to first evaluation index value and the third evaluation criterion value, determine the user in second time
The evaluation result of the sports of section.
Optionally, the determining module is also used to:
According to the user in the evaluation result of the sports of multiple second time periods, the life of the user is determined
Long development condition.
Optionally, the determining module is also used to:
The weak item of the user is determined according to the evaluation result；
Described device further includes recommending module, and the recommending module is used for:
Recommend corresponding course to the user according to the weak item.
Optionally, described device further includes authentication module, is used for:
Before calculating first evaluation index value, user identity legitimacy is carried out according to first heart rate data
Verifying.
Optionally, described device further includes cue module, is used for:
If the authentication module verifying does not pass through, information alert is carried out；
The computing module is specifically used for:
If the authentication module is verified, the step of executing the first evaluation index value of the calculating.
The application third aspect provides a kind of valuator device, and the equipment includes processor and memory:
Said program code is transferred to the processor for storing program code by the memory；
The processor is used to execute the evaluation side that the application first aspect provides according to the instruction in said program code
The step of method.
On the one hand the application provides a kind of computer readable storage medium, the computer readable storage medium is for storing
Program code, said program code are used to execute the evaluation method of the application first aspect offer.
As can be seen from the above technical solutions, the embodiment of the present application has the advantage that
The embodiment of the present application provides a kind of evaluation method, and this method is in first when rest state by acquisition user
Heart rate data, and the second heart rate data when sports is carried out, according to first heart rate data and the second heart rate data, meter
Calculate the first evaluation index value, the first evaluation index value can objectively reflect that user carries out the situation of sports, based on this
One evaluation index value can determine the evaluation result of sports of the user in second time period.This method can be based on user
In the heart rate data for the second time period for carrying out sports, the sports situation of user is evaluated, thus evaluates knot
Fruit precision with higher.
Detailed description of the invention
In order to illustrate the technical solutions in the embodiments of the present application or in the prior art more clearly, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of application without any creative labor, may be used also for those of ordinary skill in the art
To obtain other drawings based on these drawings.
Fig. 1 is a kind of flow chart of evaluation method in the embodiment of the present application；
Fig. 2 is a kind of flow chart of evaluation method in the embodiment of the present application；
Fig. 3 is a kind of flow chart of evaluation method in the embodiment of the present application；
Fig. 4 is a kind of flow chart of evaluation method in the embodiment of the present application；
Fig. 5 is a kind of structural schematic diagram of evaluating apparatus in the embodiment of the present application；
Fig. 6 is a kind of structural schematic diagram of valuator device in the embodiment of the present application；
Fig. 7 is a kind of structural schematic diagram of valuator device in the embodiment of the present application.
Specific embodiment
In order to make those skilled in the art more fully understand application scheme, below in conjunction in the embodiment of the present application
Attached drawing, the technical scheme in the embodiment of the application is clearly and completely described, it is clear that described embodiment is only this
Apply for a part of the embodiment, instead of all the embodiments.Based on the embodiment in the application, those of ordinary skill in the art exist
Every other embodiment obtained under the premise of creative work is not made, shall fall in the protection scope of this application.
The description and claims of this application and term " first ", " second ", " third ", " in above-mentioned attached drawing
The (if present)s such as four " are to be used to distinguish similar objects, without being used to describe a particular order or precedence order.It should manage
The data that solution uses in this way are interchangeable under appropriate circumstances, so that embodiments herein described herein for example can be to remove
Sequence other than those of illustrating or describe herein is implemented.In addition, term " includes " and " having " and theirs is any
Deformation, it is intended that cover it is non-exclusive include, for example, containing the process, method of a series of steps or units, system, production
Product or equipment those of are not necessarily limited to be clearly listed step or unit, but may include be not clearly listed or for this
A little process, methods, the other step or units of product or equipment inherently.
The technical issues of for the method precisely evaluated to sports is lacked in the prior art, this application provides
A kind of evaluation method, the first heart rate data when this method is in rest state by obtaining user, and carry out sports
When the second heart rate data the first evaluation index value, the first evaluation are calculated according to first heart rate data and the second heart rate data
Index value can objectively reflect that user carries out the situation of sports, be based on first evaluation index value, can determine user
In the evaluation result of the sports of second time period.This method can be based on user in the second time period for carrying out sports
Heart rate data, the sports situation of user is evaluated, thus evaluation result precision with higher.
It is appreciated that the above method provided by the present application can be applied to terminal device, the above method is with application program
Form is stored in terminal device, and terminal device executes above-mentioned evaluation method by operation application program.Wherein, terminal device is
Data processing equipment with computing capability, terminal device can be the fixed terminal equipments such as desktop computer, can also be pen
Remember the mobile terminal devices such as head store brain, smart phone.It should be noted that other possible implementations in the embodiment of the present application
In, which also can be applied to server, and server executes above-mentioned evaluation method, evaluation result is returned to terminal and is set
It is standby, so that user checks evaluation result.
The technical solution of the application in order to facilitate understanding, below in conjunction with specific embodiment to evaluation side provided by the present application
Method is introduced.The embodiment of the present application is introduced the evaluation method from the angle of terminal device, does not constitute to the application
The restriction of technical solution.
Fig. 1 is a kind of flow chart of evaluation method provided by the embodiments of the present application, referring to Fig. 1, this method comprises:
S101: receive user first time period the first heart rate data and the user second time period second heart
Rate data.
The first time period is period when user is in rest state, and the second time period is that user carries out body
Educate the movable period.
In the present embodiment, heart rate data can be collected by the wearable device with heart rate acquisition function.As
The specific example of the application, the wearable device can be bracelet.By the wearable device peace with heart rate acquisition function
With user, which can acquire the heart rate data of user.
Terminal device receive user first time period the first heart rate data and user second time period heart rate number
According to.Wherein, first time period is time end when user is in rest state, the heart rate data of the period namely the first heart rate
Data can characterize the quiet heart rate of user.Second time period is the period that user carries out sports, the heart of the period
Rate data namely the second heart rate data are able to reflect changes in heart rate situation of user during entire sports.
S102: according to first heart rate data and second heart rate data, the first evaluation index value is calculated.
First evaluation index value is the corresponding numerical value of evaluation index for sports.It is living in the sport carried out to user
It is dynamic when being evaluated, it can be evaluated from least one dimension.As a kind of possible implementation of the embodiment of the present application,
One evaluation index value can be with exercise intensity, movement density and/or exercise duration.
Terminal device carries out the second heart rate when sports according to the first heart rate data and characterization of characterization quiet heart rate
Data calculate the first evaluation index value.The process for calculating the first evaluation index value is described in detail below.
In some possible implementations, terminal device can be according to the ratio of the second heart rate data and the first heart rate data
Value calculates exercise intensity.Specifically, when the ratio of the second heart rate data and the first heart rate data is less than the first ratio, it is determined that use
The intensity for the sports that family is carried out is low intensity；When the ratio of the second heart rate data and the first heart rate data is greater than or waits
In the first ratio, and less than the second ratio, it is determined that the intensity for the sports that user is carried out is moderate strength；When second heart
The ratio of rate data and the first heart rate data be greater than or equal to the second ratio, it is determined that the sports that user is carried out it is slight
For high equal strength.Wherein, the first ratio, the second ratio can be set based on empirical value, for example, when quiet heart rate is 72, the
One ratio can be set to 130%, and the second ratio can be 160%.
Wherein, exercise duration is the time that user carries out effective exercise.Terminal device can be according to the second heart rate number
According to fluctuation situation determine time of effective exercise, so that it is determined that exercise duration.Specifically, terminal device can draw
The waveform diagram of two heart rate datas, and exercise duration is determined according to the waveform diagram.In some cases, in order to realize to user
The accurate assessment of the sports of progress, when terminal device can also calculate motion continuation of the user under different motion intensity
Between.For example, the available user of terminal device is in the exercise duration under high equal strength, the motion continuation under moderate strength
Between and low intensity under exercise duration.
In the present embodiment, movement density meter requisition family effective exercise time and total movement during carrying out sports
Time scale.Specifically, terminal device can analyze the second heart rate data in second time period, exclude lost motion
Period, effective exercise time and total run duration ratio is calculated, the movement density as user.For example, at one
In 40 minutes physical educations, the heart rate data of user is as follows, heart rate 125 or more there are about 5 minutes, heart rate 90 to 110 there are about
20 minutes, heart rate 80 to 90 there are about 5 minutes, heart rate 72 or so there are about 10 minutes, then the effective exercise time include user into
Time, the time of moderate exercise and the time of low intensity movements of the high intensity movements of row, amount to 30 minutes, and the heart
Rate 72 or so period can be considered as user do not move namely the period be the lost motion period, be based on this,
According to the ratio of effective exercise time and total run duration, determine that movement density is 75%.
S103: according to first evaluation index value, sports of the user in the second time period are determined
Evaluation result.
First evaluation index value is evaluated from the sports that different dimensions implement user respectively, terminal device according to
First evaluation of estimate determines the evaluation result of sports of the user in second time period.The evaluation result can be using scoring
Form embodies, and can also be embodied, can be configured according to actual needs, the embodiment of the present application pair in the form of opinion rating
This is not construed as limiting.
From the foregoing, it will be observed that the embodiment of the present application provides a kind of evaluation method, this method is in quiet shape by obtaining user
The first heart rate data when state, and the second heart rate data when sports is carried out, according to first heart rate data and second
Heart rate data, calculates the first evaluation index value, and the first evaluation index value can objectively reflect that user carries out the shape of sports
Condition is based on first evaluation index value, can determine the evaluation result of sports of the user in second time period.This method energy
The heart rate data of enough second time periods based on user in progress sports, evaluates the sports situation of user,
Thus evaluation result precision with higher.
It is appreciated that generally requiring when being evaluated referring to evaluation criterion.In traditional physical education scene, often
It is to be evaluated as unit of grade, i.e., the student of same grade, evaluation criterion is identical.And for same grade
For life, there are certain age gaps, all ages and classes stage, and there are biggish deviations for physical fitness and locomitivity, therefore,
True sports situation can not be reacted using identical evaluation criterion for the student of same grade.
Based on this, the embodiment of the present application provides a kind of realization side evaluated based on the age the sports of user
Formula is described in detail the implementation below in conjunction with attached drawing.
Fig. 2 is a kind of flow chart of evaluation method provided by the embodiments of the present application, referring to fig. 2, this method comprises:
S201: receive user first time period the first heart rate data and the user second time period second heart
Rate data.
S202: according to first heart rate data and second heart rate data, the first evaluation index value is calculated.
The specific implementation of S201 and S202 is identical as embodiment illustrated in fig. 1, specifically may refer to embodiment illustrated in fig. 1 correlation
Content description.
S203: being grouped user with the age, calculates the according to the first evaluation index value of the user of grouping of each age
One evaluation criterion value.
User can be grouped by terminal device according to the age, according to the first evaluation index of the user of grouping of each age
Value calculates the first evaluation criterion value.Specifically, it is grouped for each age, terminal device can calculate the use of age grouping
The average value of first evaluation index value at family, using the average value as the first evaluation criterion value.For example, obtaining the age is 6 years old
The first evaluation index value of user, calculates the average value of first evaluation index value, and obtain the user that the age is 6 years old first is commented
Valence standard value.
It should be noted that the execution sequence of this step has no effect on the specific implementation of the embodiment of the present application, it is some can
In the implementation of energy, terminal device can also obtain the first evaluation index value of the user of corresponding age grouping in advance, calculate
Obtain the first evaluation criterion value.
S204: according to first evaluation index value and the first evaluation criterion value, determine the user at described second
Between section sports evaluation result.
First evaluation index value can be compared by terminal device with the first evaluation criterion value, be determined according to comparison result
Evaluation result of the user in the sports of second time period.Specifically, when the first evaluation index value falls into the first evaluation criterion
It is worth corresponding range, then using the corresponding result of the range as the evaluation result of the sports of second time period.
From the foregoing, it will be observed that the embodiment of the present application provides a kind of evaluation method, in this method, according to the evaluation index of contemporary
Evaluation criterion value is calculated in value, is evaluated with the sports that the evaluation criterion value implements user, evaluation result is more
To be accurate, more intuitively reflect performance of the user in sports.
For human, since development degree difference, such as some human hairs are educated comparatively fast, and then there is development late in some people
Slow situation, even if the age is identical, locomitivity is also likely to be present biggish difference.Thus in order to more accurately evaluate user
The situation for implementing sports, is also based on the sports that the stone age implements user and evaluates.Below in conjunction with specific
Embodiment is described in detail.
Fig. 3 is a kind of flow chart of evaluation method provided by the embodiments of the present application, referring to Fig. 3, this method comprises:
S301: receive user first time period the first heart rate data and the user second time period second heart
Rate data.
S302: according to first heart rate data and second heart rate data, the first evaluation index value is calculated.
The specific implementation of S301 and S302 is identical as embodiment illustrated in fig. 1, specifically may refer to embodiment illustrated in fig. 1 correlation
Content description.
S303: being grouped user with the stone age, calculates the according to the first evaluation index value of the user of grouping of each stone age
One evaluation criterion value.
Terminal device can also obtain the stone age data of user, be grouped according to the stone age to user, according to each stone age point
The first evaluation index value of the user of group calculates the second evaluation criterion value.Specifically, it is grouped for each stone age, terminal device
The average value that the first evaluation index value of the user of stone age grouping can be calculated, using the average value as the first evaluation criterion
Value.
It should be noted that the execution sequence of this step has no effect on the specific implementation of the embodiment of the present application, it is some can
In the implementation of energy, terminal device can also obtain the first evaluation index value of the user of corresponding stone age grouping in advance, calculate
Obtain the second evaluation criterion value.
S304: according to first evaluation index value and the second evaluation criterion value, determine the user at described second
Between section sports evaluation result.
First evaluation index value can be compared by terminal device with the second evaluation criterion value, be determined according to comparison result
Evaluation result of the user in the sports of second time period.Specifically, when the first evaluation index value falls into the second evaluation criterion
It is worth corresponding range, then using the corresponding result of the range as the evaluation result of the sports of second time period.
In some possible implementations of the embodiment of the present application, the above method can also be applied to physique constitution of students at different levels
Test.With the side of students in middle and primary schools as an example, according to the requirement of " student physical health standard ", primary school is five, six grades
Life needs to test the required test items such as height, weight, lung capacity, to obtain the finger such as weight for standard height, lung capacity body mass index
Corresponding index value is marked, in addition, the student of primary school five, six grades also needs to test selection project, is such as tried from 400-Meter Dash, step
Test middle selection one, from sitting body anteflexion, throw medicine ball, lie on the back seat, select two in grip body mass index, and from 50m
Race, standing long jump, rope skipping, basketball sports, football juggles, selection two is tested in volleyball front forearm pass, obtains corresponding index
Value.
After obtaining student side indices data, indices data can be divided according to the stone age of student
Group is grouped for the different stone ages, evaluation criterion corresponding with the stone age is respectively adopted and evaluates the physical fitness of student,
Its evaluation result is more accurate, more scientific.
In the present embodiment, the physical fitness of women and the physical fitness of male have a certain difference, in this way, carrying out
When sports, the two can also be had differences.Based on this, corresponding standard is respectively adopted for male and female, can be made
Evaluation result is more reasonable.It is introduced combined with specific embodiments below.
Fig. 4 is a kind of flow chart of evaluation method provided by the embodiments of the present application, referring to fig. 4, this method comprises:
S401: receive user first time period the first heart rate data and the user second time period second heart
Rate data.
S402: according to first heart rate data and second heart rate data, the first evaluation index value is calculated.
The specific implementation of S401 and S402 is identical as embodiment illustrated in fig. 1, specifically may refer to embodiment illustrated in fig. 1 correlation
Content description.
S403: being grouped user with gender, calculates the according to the first evaluation index value of the user of each gender grouping
Three evaluation criterion values.
Terminal device obtains the gender data of user, is grouped according to gender to user, the use being grouped according to each gender
First evaluation index value at family calculates third evaluation criterion value.Specifically, for women and male, terminal device can be counted respectively
The average value for calculating the average value of the first evaluation index value of female user and the first evaluation index value of male user, this is averaged
Value is used as third evaluation criterion value.
It should be noted that the execution sequence of this step has no effect on the specific implementation of the embodiment of the present application, it is some can
In the implementation of energy, terminal device can also obtain the first evaluation index value of the user of corresponding gender grouping in advance, calculate
Obtain third evaluation criterion value.
S404: according to first evaluation index value and the third evaluation criterion value, determine the user described
The evaluation result of the sports of two periods.
First evaluation index value can be compared by terminal device with third evaluation criterion value, be determined according to comparison result
Evaluation result of the user in the sports of second time period.Specifically, when the first evaluation index value falls into third evaluation criterion
It is worth corresponding range, then using the corresponding result of the range as the evaluation result of the sports of second time period.
Fig. 2 is described respectively to embodiment illustrated in fig. 4 determines corresponding evaluation criterion value according to age, stone age, gender,
In other possible implementations of the embodiment of the present application, can by least two combinations in the factors such as age, stone age, gender,
Evaluation criterion value is determined, for evaluating user in the sports of second time period.
It is assessed it is appreciated that evaluation method provided by the embodiments of the present application can also be applied to growth and development state.At this
Apply some possible implementations of embodiment in, terminal device can according to user multiple second time periods sports
Evaluation result, determine the growth and development state of user.Specifically, multiple second time periods can be more bodies in an academic year
Class is educated, by collecting the heart rate data of user's more physical educations in an academic year, determines commenting for sports in more physical educations
Valence determines the growth and development state of user as a result, then by big data analysis technology.For example, body in more physical educations of user
It is same or like with the evaluation of patient result of hypoevolutism is diagnosed as to educate movable evaluation result, then can determine that the user sends out
It is slow to educate.
It should be noted that in the growth and development state for determining user, can be combined with growth and development real state and
Physique test achievement data, to determine growth and development state.Specifically, it is determined that the method for the growth and development state of user can be with
The form of client is stored in terminal device, when client operation, executes this method with the growth and development state of true user.
In some possible implementations, client may include prediction of height module, assessment of growth and development module, body
The functional modules such as matter test module, wherein prediction of height module can to enclosed according to height, weight and chest calmness etc. indexs to
Family growth and development state is evaluated, and especially for 0~18 years old Children and teenager, which was also based on storage
Height when mass data prediction individual is following adult.Assessment of growth and development module meets the typing of all information of prediction of height module
And output function, in addition, the module also increase sitting height, respiration difference, BMI index, Barack's index, resistance to force coefficient, pulse pressure difference and
The evaluation of spiro-index.Based on height, weight, bust, resistance to force coefficient, Barack's index, whole assessment of growth and development may be implemented,
Morphological development evaluation may be implemented based on height, weight, bust, sitting height, BMI index, based on pulse pressure difference, lung capacity, heart rate, resistance to
Physiogeny evaluation may be implemented in force coefficient, Barack's index.Physique test module collection user's body measured data, including height,
Weight, chest calmness enclose, BMI index, pulse pressure difference, Barack's index, resistance to force coefficient, 50 meters of race achievements, standing long jump, repeatedly horizontal
Jump, sensitive coordination accuracy property coefficient, maximal oxygen uptake, sitting body anteflexion, waist abdomen strength, grip, back strength index, lung capacity refer to
Number, blood pressure etc., can then proceed in the corresponding evaluation criterion such as age, stone age and are evaluated.
By evaluation method provided by the embodiments of the present application can the sports to user analyzed comprehensively, this method
It can be not only used for the sports that evaluation user implements, pointedly course can also be carried out for user and is recommended, to help to use
Improve own bodies quality in family.
In some possible implementations, terminal device can determine the weak item of user according to evaluation result, according to
The weakness item recommends corresponding course to user.For example, determine that user's weakness item is sensitivity according to evaluation result, then it can be to
User recommends courses such as " jumps of cross quadrant ", to improve user movement sensitivity.In another example determining that user is thin according to evaluation result
Weakness is the rhythm and pace of moving things, then can recommend courses such as " horizontal jumps repeatedly ", to user to improve the rhythm and pace of moving things of user.
In the embodiment of the present application, terminal device can collect user data, the user data include user's heart rate data,
Growth and development data, body measured data etc. are then based on characterization body shape, function, the synthesis of drawing out of quality and develop radar map,
Individual weak item can be determined according to the radar map.For the weak item of each individual, client can be based on training in advance
Mutually the individual recommends corresponding course to recommended models, so as to each individual course based on customization, improves the weak item of itself.
Wherein, recommended models can be is obtained based on big data and artificial intelligence technology training, and specifically, terminal device is collected magnanimity and used
Family physical fitness weakness item and the course of user's study, to form training sample, using the training sample, in conjunction with deep learning
Recommended models can be obtained when meeting training termination condition in technique drill neural network model, which being capable of basis
The weak item of user recommends corresponding course, and user is helped to improve weak item.
When carrying out sports, such as when progress PE testing, equal cheatings of praticing fraud emerge one after another, and the application also mentions
A kind of evaluation method is supplied, this method can be based on user itself quiet heart rate, verify to user identity legitimacy, so
Cheating can be effectively prevented.
In some possible implementations, before calculating the first evaluation index value, terminal device can be according to first
Heart rate data verifies user identity legitimacy.Specifically, the first heart rate data that terminal device can be previous by user
It is compared with currently received first heart rate data, if they are the same, is then verified, user identity is legal, shows currently to carry out
The user of sports is me, if it exists larger difference, then verifies and do not pass through, and user identity is legal, shows currently to carry out body
Educating movable user is not me.
Wherein, if user identity legitimate verification passes through, the step of calculating the first evaluation index value can be continued to execute；
If user identity legitimate verification does not pass through, terminal device can carry out information alert.In the application scenarios of physical education,
The terminal device that terminal device can will verify unacceptable information and be sent to middle teacher, can so remind teacher, prevent from making
Disadvantage phenomenon occurs.
The above are a kind of specific implementations of evaluation method provided by the embodiments of the present application, are based on this, and the application is implemented
Example additionally provide a kind of evaluating apparatus, below by from the angle of function modoularization to evaluating apparatus provided by the embodiments of the present application into
Row is introduced.
Fig. 5 is a kind of structural schematic diagram of evaluating apparatus provided by the embodiments of the present application, referring to Fig. 5, the device 500 packet
It includes:
Receiving module 510, for receiving user when the first heart rate data of first time period and the user are second
Between section the second heart rate data；The first time period is period when user is in rest state, the second time period
The period of sports is carried out for user；
Computing module 520, for calculating the first evaluation and referring to according to first heart rate data and second heart rate data
Scale value；
Determining module 530, for determining the user in the second time period according to first evaluation index value
The evaluation result of sports.
Optionally, first evaluation index value includes:
Exercise intensity, movement density and/or exercise duration.
Optionally, the computing module 520 is also used to:
User is grouped with the age, the first evaluation is calculated according to the first evaluation index value of the user of grouping of each age
Standard value；
Then the determining module 530 is specifically used for:
According to first evaluation index value and the first evaluation criterion value, determine the user in second time
The evaluation result of the sports of section.
Optionally, the computing module 520 is also used to:
User is grouped with the stone age, the second evaluation is calculated according to the first evaluation index value of the user of grouping of each stone age
Standard value；
Then the determining module 530 is specifically used for:
According to first evaluation index value and the second evaluation criterion value, determine the user in second time
The evaluation result of the sports of section.
Optionally, the computing module 520 is also used to:
User is grouped with gender, third evaluation is calculated according to the first evaluation index value of the user of each gender grouping
Standard value；
Then the determining module 530 is specifically used for:
According to first evaluation index value and the third evaluation criterion value, determine the user in second time
The evaluation result of the sports of section.
Optionally, the determining module 530 is also used to:
According to the user in the evaluation result of the sports of multiple second time periods, the life of the user is determined
Long development condition.
Optionally, the determining module 530 is also used to:
The weak item of the user is determined according to the evaluation result；
Described device 500 further includes recommending module, and the recommending module is used for:
Recommend corresponding course to the user according to the weak item.
Optionally, described device 500 further includes authentication module, is used for:
Before calculating first evaluation index value, user identity legitimacy is carried out according to first heart rate data
Verifying.
Optionally, described device 500 further includes cue module, is used for:
If the authentication module verifying does not pass through, information alert is carried out；
The computing module 520 is specifically used for:
If the authentication module is verified, the step of executing the first evaluation index value of the calculating.
From the foregoing, it will be observed that the embodiment of the present application provides a kind of evaluating apparatus, which is in quiet shape by obtaining user
The first heart rate data when state, and the second heart rate data when sports is carried out, according to first heart rate data and second
Heart rate data, calculates the first evaluation index value, and the first evaluation index value can objectively reflect that user carries out the shape of sports
Condition is based on first evaluation index value, can determine the evaluation result of sports of the user in second time period.This method energy
The heart rate data of enough second time periods based on user in progress sports, evaluates the sports situation of user,
Thus evaluation result precision with higher.
Embodiment illustrated in fig. 5 is introduced evaluating apparatus provided by the embodiments of the present application from the angle of function modoularization,
The embodiment of the present application also provides a kind of valuator devices, below by from the angle of hardware entities to provided by the embodiments of the present application
Valuator device is introduced.
The embodiment of the present application provides a kind of valuator device, which can be terminal device, as shown in fig. 6, being
Convenient for explanation, part relevant to the embodiment of the present application is illustrated only, it is disclosed by specific technical details, please refer to the application
Embodiment method part.The terminal device can be include mobile phone, tablet computer, personal digital assistant (full name in English:
Personal Digital Assistant, english abbreviation: PDA), any terminal device such as vehicle-mounted computer, be with terminal device
For mobile phone:
Fig. 6 shows the block diagram of the part-structure of mobile phone relevant to terminal device provided by the embodiments of the present application.Ginseng
Examine Fig. 6, mobile phone includes: radio frequency (full name in English: Radio Frequency, english abbreviation: RF) circuit 610, memory 620, defeated
Enter unit 630, display unit 640, sensor 650, voicefrequency circuit 660, Wireless Fidelity (full name in English: wireless
Fidelity, english abbreviation: WiFi) components such as module 670, processor 680 and power supply 690.Those skilled in the art can be with
Understanding, it may include components more more or fewer than diagram that handset structure shown in Fig. 6, which does not constitute the restriction to mobile phone,
Perhaps certain components or different component layouts are combined.
It is specifically introduced below with reference to each component parts of the Fig. 6 to mobile phone:
RF circuit 610 can be used for receiving and sending messages or communication process in, signal sends and receivees, particularly, by base station
After downlink information receives, handled to processor 680；In addition, the data for designing uplink are sent to base station.In general, RF circuit 610
Including but not limited to antenna, at least one amplifier, transceiver, coupler, low-noise amplifier (full name in English: Low
Noise Amplifier, english abbreviation: LNA), duplexer etc..In addition, RF circuit 610 can also by wireless communication with network
It is communicated with other equipment.Any communication standard or agreement can be used in above-mentioned wireless communication, and including but not limited to the whole world is mobile logical
News system (full name in English: Global System of Mobile communication, english abbreviation: GSM), general packet
Wireless service (full name in English: General Packet Radio Service, GPRS), CDMA (full name in English: Code
Division Multiple Access, english abbreviation: CDMA), wideband code division multiple access (full name in English: Wideband Code
Division Multiple Access, english abbreviation: WCDMA), long term evolution (full name in English: Long Term
Evolution, english abbreviation: LTE), Email, short message service (full name in English: Short Messaging Service,
SMS) etc..
Memory 620 can be used for storing software program and module, and processor 680 is stored in memory 620 by operation
Software program and module, thereby executing the various function application and data processing of mobile phone.Memory 620 can mainly include
Storing program area and storage data area, wherein storing program area can application journey needed for storage program area, at least one function
Sequence (such as sound-playing function, image player function etc.) etc.；Storage data area can be stored to be created according to using for mobile phone
Data (such as audio data, phone directory etc.) etc..It, can be in addition, memory 620 may include high-speed random access memory
Including nonvolatile memory, for example, at least a disk memory, flush memory device or other volatile solid-states
Part.
Input unit 630 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 630 may include that touch panel 631 and other inputs are set
Standby 632.Touch panel 631, also referred to as touch screen, collect user on it or nearby touch operation (such as user use
The operation of any suitable object or attachment such as finger, stylus on touch panel 631 or near touch panel 631), and root
Corresponding attachment device is driven according to preset formula.Optionally, touch panel 631 may include touch detecting apparatus and touch
Two parts of controller.Wherein, the touch orientation of touch detecting apparatus detection user, and touch operation bring signal is detected,
Transmit a signal to touch controller；Touch controller receives touch information from touch detecting apparatus, and is converted into touching
Point coordinate, then gives processor 680, and can receive order that processor 680 is sent and be executed.Furthermore, it is possible to using electricity
The multiple types such as resistive, condenser type, infrared ray and surface acoustic wave realize touch panel 631.In addition to touch panel 631, input
Unit 630 can also include other input equipments 632.Specifically, other input equipments 632 can include but is not limited to secondary or physical bond
One of disk, function key (such as volume control button, switch key etc.), trace ball, mouse, operating stick etc. are a variety of.
Display unit 640 can be used for showing information input by user or be supplied to user information and mobile phone it is various
Menu.Display unit 640 may include display panel 641, optionally, can use liquid crystal display (full name in English: Liquid
Crystal Display, english abbreviation: LCD), Organic Light Emitting Diode (full name in English: Organic Light-Emitting
Diode, english abbreviation: OLED) etc. forms configure display panel 641.Further, touch panel 631 can cover display surface
Plate 641 sends processor 680 to determine and touches thing after touch panel 631 detects touch operation on it or nearby
The type of part is followed by subsequent processing device 680 according to the type of touch event and provides corresponding visual output on display panel 641.Though
So in Fig. 6, touch panel 631 and display panel 641 are the input and input for realizing mobile phone as two independent components
Function, but in some embodiments it is possible to touch panel 631 and display panel 641 is integrated and realize the input of mobile phone and
Output function.
Mobile phone may also include at least one sensor 650, 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 display panel 641, proximity sensor can close display panel 641 when mobile phone is moved in one's ear
And/or backlight.As a kind of motion sensor, accelerometer sensor can detect (generally three axis) acceleration in all directions
Size, can detect that size and the direction of gravity when static, can be used to identify the application of mobile phone posture, (for example horizontal/vertical screen is cut
Change, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, tap) etc.；May be used also as mobile phone
The other sensors such as gyroscope, barometer, hygrometer, thermometer, the infrared sensor of configuration, details are not described herein.
Voicefrequency circuit 660, loudspeaker 661, microphone 662 can provide the audio interface between user and mobile phone.Audio-frequency electric
Electric signal after the audio data received conversion can be transferred to loudspeaker 661, be converted to sound by loudspeaker 661 by road 660
Signal output；On the other hand, the voice signal of collection is converted to electric signal by microphone 662, is turned after being received by voicefrequency circuit 660
It is changed to audio data, then by after the processing of audio data output processor 680, such as another mobile phone is sent to through RF circuit 610,
Or audio data is exported to memory 620 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 670
Part, browsing webpage and access streaming video etc., it provides wireless broadband internet access for user.Although Fig. 6 is shown
WiFi module 670, but it is understood that, and it is not belonging to must be configured into for mobile phone, it can according to need do not changing completely
Become in the range of the essence of invention and omits.
Processor 680 is the control centre of mobile phone, using the various pieces of various interfaces and connection whole mobile phone, is led to
It crosses operation or executes the software program and/or module being stored in memory 620, and call and be stored in memory 620
Data execute the various functions and processing data of mobile phone, to carry out integral monitoring to mobile phone.Optionally, processor 680 can wrap
Include one or more processing units；Preferably, processor 680 can integrate application processor and modem processor, wherein answer
With the main processing operation system of processor, user interface and application program etc., modem processor mainly handles wireless communication.
It is understood that above-mentioned modem processor can not also be integrated into processor 680.
Mobile phone further includes the power supply 690 (such as battery) powered to all parts, it is preferred that power supply can pass through power supply pipe
Reason system and processor 680 are logically contiguous, to realize management charging, electric discharge and power managed by power-supply management system
Etc. functions.
Although being not shown, mobile phone can also include camera, bluetooth module etc., and details are not described herein.
In the embodiment of the present application, processor 680 included by the terminal device is also with the following functions:
Receive user first time period the first heart rate data and the user second time period the second heart rate number
According to；The first time period is period when user is in rest state, and the second time period is that user's progress sport is living
The dynamic period；
According to first heart rate data and second heart rate data, the first evaluation index value is calculated；
According to first evaluation index value, the evaluation knot of sports of the user in the second time period is determined
Fruit.
Optionally, processor 680 included by the terminal device can be also used for executing one kind in the embodiment of the present application and comment
Any one implementation of valence method.
The embodiment of the present application also provides another video playings to control equipment, and Fig. 7 is provided by the embodiments of the present application one
The structural schematic diagram of kind of video playing control equipment, the equipment can be server, which can be because of configuration or performance not
Bigger difference is generated together, may include one or more central processing units (central processing
Units, CPU) 722 (for example, one or more processors) and memory 732, one or more storages apply journey
The storage medium 730 (such as one or more mass memory units) of sequence 742 or data 744.Wherein, 732 He of memory
Storage medium 730 can be of short duration storage or persistent storage.The program for being stored in storage medium 730 may include one or one
With upper module (diagram does not mark), each module may include to the series of instructions operation in server.Further, in
Central processor 722 can be set to communicate with storage medium 730, execute on server 700 a series of in storage medium 730
Instruction operation.
Server 700 can also include one or more power supplys 726, one or more wired or wireless networks
Interface 750, one or more input/output interfaces 758, and/or, one or more operating systems 741, such as
Windows ServerTM, Mac OS XTM, UnixTM, LinuxTM, FreeBSDTM etc..
The step as performed by server can be based on the server architecture shown in Fig. 7 in above-described embodiment.
Wherein, CPU 722 is for executing following steps:
Receive user first time period the first heart rate data and the user second time period the second heart rate number
According to；The first time period is period when user is in rest state, and the second time period is that user's progress sport is living
The dynamic period；
According to first heart rate data and second heart rate data, the first evaluation index value is calculated；
According to first evaluation index value, the evaluation knot of sports of the user in the second time period is determined
Fruit.
The embodiment of the present application also provides a kind of computer readable storage medium, for storing program code, the program code
For executing any one embodiment in a kind of evaluation method described in foregoing individual embodiments.
The embodiment of the present application also provides a kind of computer program product including instruction, when run on a computer,
So that computer executes any one embodiment in a kind of evaluation method described in foregoing individual embodiments.
It is apparent to those skilled in the art that for convenience and simplicity of description, the system of foregoing description,
The specific work process of device and unit, can refer to corresponding processes in the foregoing method embodiment, and details are not described herein.
In several embodiments provided herein, it should be understood that disclosed device and method can pass through it
Its mode is realized.For example, the apparatus embodiments described above are merely exemplary, for example, the division of the unit, only
Only a kind of logical function partition, there may be another division manner in actual implementation, such as multiple units or components can be tied
Another system is closed or is desirably integrated into, or some features can be ignored or not executed.Another point, it is shown or discussed
Mutual coupling, direct-coupling or communication connection can be through some interfaces, the INDIRECT COUPLING or logical of device or unit
Letter connection can be electrical property, mechanical or other forms.
The unit as illustrated by the separation member may or may not be physically separated, aobvious as unit
The component shown may or may not be physical unit, it can and it is in one place, or may be distributed over multiple
In network unit.It can select some or all of unit therein according to the actual needs to realize the mesh of this embodiment scheme
's.
It should be appreciated that in this application, " at least one (item) " refers to one or more, and " multiple " refer to two or two
More than a."and/or" indicates may exist three kinds of relationships, for example, " A and/or B " for describing the incidence relation of affiliated partner
It can indicate: only exist A, only exist B and exist simultaneously tri- kinds of situations of A and B, wherein A, B can be odd number or plural number.Word
Symbol "/" typicallys represent the relationship that forward-backward correlation object is a kind of "or"." at least one of following (a) " or its similar expression, refers to
Any combination in these, any combination including individual event (a) or complex item (a).At least one of for example, in a, b or c
(a) can indicate: a, b, c, " a and b ", " a and c ", " b and c ", or " a and b and c ", and wherein a, b, c can be individually, can also
To be multiple.
The above, above embodiments are only to illustrate the technical solution of the application, rather than its limitations；Although referring to before
Embodiment is stated the application is described in detail, those skilled in the art should understand that: it still can be to preceding
Technical solution documented by each embodiment is stated to modify or equivalent replacement of some of the technical features；And these
It modifies or replaces, the spirit and scope of each embodiment technical solution of the application that it does not separate the essence of the corresponding technical solution.
Claims (10)
1. a kind of evaluation method, which is characterized in that the described method includes:
Receive user first time period the first heart rate data and the user second time period the second heart rate data；Institute
Stating first time period is period when user be in rest state, the second time period be user's progress sports when
Between section；
According to first heart rate data and second heart rate data, the first evaluation index value is calculated；
According to first evaluation index value, the evaluation result of sports of the user in the second time period is determined.
2. the method according to claim 1, wherein first evaluation index value includes:
Exercise intensity, movement density and/or exercise duration.
3. the method according to claim 1, wherein the method also includes:
User is grouped with the age, the first evaluation criterion is calculated according to the first evaluation index value of the user of grouping of each age
Value；
Then according to first evaluation index value, the evaluation result of sports of the user in the second time period is determined
Include:
According to first evaluation index value and the first evaluation criterion value, determine the user in the second time period
The evaluation result of sports.
4. the method according to claim 1, wherein the method also includes:
User is grouped with the stone age, the second evaluation criterion is calculated according to the first evaluation index value of the user of grouping of each stone age
Value；
Then according to first evaluation index value, the evaluation result of sports of the user in the second time period is determined
Include:
According to first evaluation index value and the second evaluation criterion value, determine the user in the second time period
The evaluation result of sports.
5. the method according to claim 1, wherein the method also includes:
User is grouped with gender, third evaluation criterion is calculated according to the first evaluation index value of the user of each gender grouping
Value；
Then according to first evaluation index value, the evaluation result of sports of the user in the second time period is determined
Include:
According to first evaluation index value and the third evaluation criterion value, determine the user in the second time period
The evaluation result of sports.
6. the method according to claim 1, wherein the method also includes:
According to the user in the evaluation result of the sports of multiple second time periods, the growth hair of the user is determined
Educate situation.
7. according to claim 1 to method described in 6 any one, which is characterized in that the method also includes:
The weak item of the user is determined according to the evaluation result；
Recommend corresponding course to the user according to the weak item.
8. according to claim 1 to method described in 6 any one, which is characterized in that calculating first evaluation index value
Before, the method also includes:
User identity legitimacy is verified according to first heart rate data.
9. according to the method described in claim 8, it is characterized in that, the method also includes:
If being verified, the step of executing the first evaluation index value of the calculating；
If verifying does not pass through, information alert is carried out.
10. a kind of evaluating apparatus, which is characterized in that described device includes:
Receiving module, for receiving user in the first heart rate data of first time period and the user the of second time period
Two heart rate datas；The first time period is period when user be in rest state, the second time period for user into
The period of row sports；
Computing module, for calculating the first evaluation index value according to first heart rate data and second heart rate data；
Determining module, for determining that the user is living in the sport of the second time period according to first evaluation index value
Dynamic evaluation result.
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Cited By (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111174997A (en) * | 2020-01-14 | 2020-05-19 | 合肥工业大学 | Preliminary testing method for floor vibration comfort degree based on heart rate change |
| CN112951368A (en) * | 2021-01-27 | 2021-06-11 | 安徽华米健康科技有限公司 | PAI-based motion information evaluation method, device, equipment and storage medium |
| CN113577638A (en) * | 2021-08-05 | 2021-11-02 | 上海铼锶信息技术有限公司 | Intelligent skipping rope |
-
2018
- 2018-08-01 CN CN201810867031.5A patent/CN109214650A/en not_active Withdrawn
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111174997A (en) * | 2020-01-14 | 2020-05-19 | 合肥工业大学 | Preliminary testing method for floor vibration comfort degree based on heart rate change |
| CN111174997B (en) * | 2020-01-14 | 2021-10-22 | 合肥工业大学 | Preliminary testing method for floor vibration comfort degree based on heart rate change |
| CN112951368A (en) * | 2021-01-27 | 2021-06-11 | 安徽华米健康科技有限公司 | PAI-based motion information evaluation method, device, equipment and storage medium |
| CN113577638A (en) * | 2021-08-05 | 2021-11-02 | 上海铼锶信息技术有限公司 | Intelligent skipping rope |
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