CN108009954A - A kind of Formulating Teaching Program method, apparatus, system and electronic equipment - Google Patents
A kind of Formulating Teaching Program method, apparatus, system and electronic equipment Download PDFInfo
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Abstract
The present invention provides a kind of Formulating Teaching Program method, device, system and electronic equipment, in the environment of user, that is, object is in the content that will learn, the first physiological data produced in this context by monitoring object, and determine therefrom that out reflection, that is, type of emotion of the object to the environment, it is such as actively interested, passiveness is lost interest in, calmness etc., for updating the class indication of the teaching resource by the environmental images data acquisition of current environment, the point of interest of the object and non-point of interest are fast and accurately learnt will pass through class indication, so as to the ratio by adjusting the teaching resource to different level of interest (i.e. different classifications identify), determine the teaching programme content for including at least one teaching resource of most suitable object, improve uncertain plant learning enthusiasm and efficiency.
Description
Technical field
Present application relates generally to educational applications field, more particularly to a kind of Formulating Teaching Program method, apparatus,
System and electronic equipment.
Background technology
In practical applications, in the selecting object scenes such as course content, selection dress ornament are such as selected, often according to user
Interest determines contents of object, so that user can use object.By taking the formative education of child as an example, in order to preferably to child
Formative education is carried out, parent or teacher would generally observe reflection of the child to extraneous things, find children's interest point, are child's system
Determine study plan.
However, different from child's mode of thinking due to being grown up, parent and teacher are difficult the point of interest for accurately guessing child,
And for teacher, if responsible child is excessive, often because teacher is not comprehensive enough to the observation of each infant behavior, and influence hair
The accuracy of existing children's interest point, so as to cause the study plan formulated by child unreasonable, influences child's learning efficiency.
It can be seen from the above that how to obtain user interest point exactly, become child to formulate effective teaching programme accordingly
One of research emphasis in field such as formative education.
The content of the invention
In view of this, the present invention provides a kind of Formulating Teaching Program method, apparatus, system and electronic equipment, solve
The prior art can not be directed to the objects such as child and formulate rational teaching programme, influence the technical problem of the learning efficiency of object.
In order to realize foregoing invention purpose, this application provides following technical scheme：
A kind of Formulating Teaching Program method, the described method includes：
First physiological data of the monitoring object under local environment；
Based on first physiological data, determine type of emotion of the object under local environment, and obtain it is described right
As the environmental images data under local environment；
Teaching resource corresponding with the environmental images data is obtained, and utilizes feelings corresponding with the environmental images data
Thread type, updates the class indication of the teaching resource；
Corresponding ratio is identified according to default different classifications, is determined in the teaching programme comprising at least one teaching resource
Hold.
Optionally, during according to the definite teaching programme Content Implementation, the method further includes：
Monitor the feedback information at least one teaching resource that the object is included for the teaching programme content；
Based on the feedback information, the species for the teaching resource that the teaching programme content includes and/or different religions are adjusted
Learn the ratio of resource.
Optionally, the method further includes：
The definite teaching programme content is sent to default terminal and is shown；
Receive the adjust instruction for the teaching programme content that the default terminal is detected and sent；
The adjust instruction is responded, adjusts the species for the teaching resource that the teaching programme content includes and/or different religions
Learn the ratio of resource.
Optionally, it is described to be based on first physiological data, determine type of emotion of the object under local environment, and
Environmental images data of the object under local environment are obtained, including：
Determine that first physiological data shows that mood swing occurs in the object, catch the ring of the object local environment
Border image data；
First physiological data is analyzed, determines first type of emotion or of the object under local environment
Two type of emotion, and be corresponding type of emotion by the environmental images data markers；
Determine that first physiological data shows that the object does not occur mood swing, institute is obtained according to prefixed time interval
The environmental images data of object local environment are stated, and are the 3rd type of emotion by the environmental images data markers.
Optionally, the method further includes：
Obtain behavioral data of the object under local environment；
If the behavioral data shows that the object has mutual-action behavior in local environment, the acquisition and the ring are performed
The corresponding teaching resource step of border image data；
If the behavioral data shows that the object does not have mutual-action behavior in local environment, in the acquisition and the ring
After the corresponding teaching resource of border image data, the method further includes：
The teaching resource is shown to the object by predetermined manner, obtains the second physiological data of the object；
Determine that second physiological data shows that mood swing occurs in the object, analyze second physiological data, more
New type of emotion of the object under local environment.
Optionally, at least one teaching resource includes at least one section's purpose content of courses, and the monitoring is described right
As the feedback information of at least one teaching resource included for the teaching programme content, including：
Monitor at least one number of dimensions that the object learns at least one section's purpose content of courses in preset time period
According at least one dimension data includes one or more of repetitive learning frequency and memory accuracy rate composition；
Using the dimension data monitored, determine that the object is directed to the study of at least one section's purpose content of courses
State；
It is described to be based on the feedback information, adjust the species for the resource that the teaching programme content includes and/or different religions
The ratio of resource is learned, including：
Based on the learning state of the definite object, at least one section's purpose that the teaching programme content includes is adjusted
The ratio of the content of courses.
Optionally, acquisition teaching resource corresponding with the environmental images data, including：
Extract the environmental characteristic information in the environmental images data；
The environmental characteristic information is compared with the teaching resource that resource database includes；
Determine that the resource database includes resource corresponding with the environmental characteristic information, obtain the resource database
Include teaching resource corresponding with the environmental characteristic information；
Determine that the resource database does not include teaching resource corresponding with the environmental characteristic information, obtained from third party
Teaching resource corresponding with the environmental characteristic information, and the teaching resource of acquisition is updated to the resource database.
Present invention also offers a kind of Formulating Teaching Program device, described device includes：
First monitoring modular, for first physiological data of the monitoring object under local environment；
First mood determining module, for based on first physiological data, determining the object under local environment
Type of emotion, and obtain environmental images data of the object under local environment；
First update module, for obtaining teaching resource corresponding with the environmental images data, and utilizes and the ring
The corresponding type of emotion of border image data, updates the class indication of the teaching resource；
First schedule determining module, for identifying corresponding ratio according to default different classifications, determines to include at least one
The teaching programme content of kind teaching resource.
Present invention also offers a kind of electronic equipment, including：
Communication interface；
Memory, the program of Formulating Teaching Program method as described above is realized for storing；
Processor, for loading and performing described program, including：
First physiological data of the monitoring object under local environment；
Based on first physiological data, determine type of emotion of the object under local environment, and obtain it is described right
As the environmental images data under local environment；
Teaching resource corresponding with the environmental images data is obtained, and utilizes feelings corresponding with the environmental images data
Thread type, updates the class indication of the teaching resource；
Corresponding ratio is identified according to default different classifications, is determined in the teaching programme comprising at least one teaching resource
Hold.
Present invention also offers a kind of Formulating Teaching Program system, the system comprises：
First awareness apparatus, for obtaining first physiological data of the object under local environment；
Second awareness apparatus, for obtaining the environmental images data under object local environment；
Electronic equipment as described above；
Resource database, for storing a variety of teaching resources；
Terminal device, the teaching programme content sent for receiving the electronic equipment, and show in the teaching programme
Hold.
It can be seen from the above that compared with prior art, this application provides a kind of Formulating Teaching Program method, apparatus, system and
Electronic equipment, in the environment of user, that is, object is in the content that will learn, the first physiological data of monitoring object, due to the
One physiological data, which can accurately reflect object, changes the psychology physiological of extraneous things, can be true based on first physiological data
Determine the type of emotion of object in such a case, it is such as actively interested, passive lose interest in, calmness, and obtain ring at this time
Border image data, so as to obtain teaching resource corresponding with the environmental images data, such as different aspect knowledge, using it is above-mentioned really
Fixed type of emotion updates the class indication of the teaching resource, will pass through the interest that class indication fast and accurately learns user
Point and non-point of interest, in this way, it is possible to the ratio by adjusting the teaching resource to different level of interest (i.e. different classifications identify)
Example, determines to be most suitable for the teaching programme content for including at least one teaching resource of object.It can be seen from the above that taught in infant elementary education
In the scene educated, in the environment that child is in different learning Contents, the application can combine the physiological data and ring of child
Border image, accurately analyzes children's interest point, improves the accuracy for the study plan content formulated accordingly child and has
Effect property.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
There is attached drawing needed in technology description to be briefly described, it should be apparent that, drawings in the following description are only this
The embodiment of invention, for those of ordinary skill in the art, without creative efforts, can also basis
The attached drawing of offer obtains other attached drawings.
Fig. 1 is a kind of flow chart of Formulating Teaching Program method provided in an embodiment of the present invention；
Fig. 2 is a kind of circular pattern figure of Russell's mood classification；
Fig. 3 is the flow chart of another Formulating Teaching Program method provided in an embodiment of the present invention；
Fig. 4 is the flow chart of another Formulating Teaching Program method provided in an embodiment of the present invention；
Fig. 5 is the flow chart of another Formulating Teaching Program method provided in an embodiment of the present invention；
Fig. 6 is a kind of study acceptance level quadrant ideograph provided in an embodiment of the present invention；
Fig. 7 is the flow chart of another Formulating Teaching Program method provided in an embodiment of the present invention；
Fig. 8 is a kind of structure chart of Formulating Teaching Program device provided in an embodiment of the present invention；
Fig. 9 is the structure chart of another Formulating Teaching Program device provided in an embodiment of the present invention；
Figure 10 is the structure chart of another Formulating Teaching Program device provided in an embodiment of the present invention；
Figure 11 is the structure chart of another Formulating Teaching Program device provided in an embodiment of the present invention；
Figure 12 is the structure chart of another Formulating Teaching Program device provided in an embodiment of the present invention；
Figure 13 is the structure chart of another Formulating Teaching Program device provided in an embodiment of the present invention；
Figure 14 is the hardware structure diagram of a kind of electronic equipment provided in an embodiment of the present invention；
Figure 15 is a kind of structure chart of Formulating Teaching Program system provided in an embodiment of the present invention.
Embodiment
Below in conjunction with the attached drawing in the embodiment of the present invention, the technical solution in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art are obtained every other without making creative work
Embodiment, belongs to the scope of protection of the invention.
In order to make the foregoing objectives, features and advantages of the present invention clearer and more comprehensible, it is below in conjunction with the accompanying drawings and specific real
Applying mode, the present invention is described in further detail.
It is a kind of flow chart of Formulating Teaching Program method provided in an embodiment of the present invention, this method can answer with reference to Fig. 1
For such as equipment such as user terminal, server, in practical applications, this method may comprise steps of：
Step S101, obtains first physiological data of the object under local environment；
In embodiments of the present invention, object can be the student or student for using formulated teaching programme, such as, in children
In the application of youngster's formative education, object can be the child for receiving formative education, and the present invention is not construed as limiting the content of the object, can
Determined with the concrete application scene of the teaching programme provided according to embodiments of the present invention.
In order to accurately understand point of interest, non-point of interest of the object to extraneous things, to be that the object is formulated properly accordingly
Teaching programme so that object can be in a cheerful frame of mind, perform the teaching programme on one's own initiative, and the embodiment of the present invention can pass through monitoring
The change of the psychology physiological data of object, to obtain object point of interest.
Specifically, in the embodiment of the present invention, when needing to formulate teaching programme for certain an object, the object can be made to wear
Wear intelligent sensing equipment, such as wearable intelligent watch, Intelligent bracelet, it may be necessary to the image of scene where coordinating object
Collecting device, comes real-time the first physiological data of acquisition target, such as blood pressure, heart rate, body surface electric current, skin temperature, action, expression
Deng the content that the embodiment of the present invention includes first physiological data is not construed as limiting, and can be determined according to being actually needed, as adopting
Collect the composition structure of intelligent sensing equipment, the image capture device of first physiological data etc., can also be adopted according to actual needs
The content that the first physiological data collected includes determines that the present invention does not also limit this.
Wherein, the resource that the embodiment of the present invention be able to may be included according to teaching programme, definite corresponding a variety of environment,
And after object is in different environment, using above-mentioned such as intelligent sensing equipment, image capture device gather the object this
When the first physiological data, and send into the electronic equipments such as such as desktop computer, laptop, user terminal or server,
Post-treatment operations are carried out accordingly.
For example, by taking object is child as an example, paintbrush, book can be included possibly as the resource of childhood teaching plan
Sheet, various animals, kitchen article, various dolls, all kinds of music, picture etc., paintbrush can be put into children by the embodiment of the present invention
Youngster at the moment, obtains the first physiological data of child at this time；Similarly, any one doll is put into face of child, obtain child this
When the first physiological data, and so on, physiological data of the child in the environment of the various resources can be obtained.
Step S102, based on first physiological data, determines type of emotion of the object under local environment, and obtain object
Environmental images data under local environment；
Emotion process is subjective experience and corresponding behavior reaction of the people when tackling objective things.People is recognizing
During objective things, according to the subjective consciousness of oneself, certain evaluation can be always made to things, causes satisfaction or the mistake of heart
Fall sense, thus produce it is happy with pain, loosen with nervous, tranquil with frightened, glad subjective experience and the various actions such as with indignation
Performance.
Thus, mood is the attitude reflection whether people meets objective things self-demand appearance, it will usually passes through face
Portion's expression embodies, and can also be embodied by the change of human physiological characteristics.Therefore, emotion can consider including master
See experience (i.e. mental contents), external presentation (i.e. expression), physiology wakes up and this four part of behavior reaction composition.
In embodiments of the present invention, it can use Russell mood circular pattern that physiological data is divided corresponding mood class
Mood, with reference to Fig. 2, can be divided into two dimensions by type：Happy degree and intensity, wherein, happy degree can be divided into happy and not
Happiness, intensity can be divided into moderate strength and high equal strength, and therefore, the two dimensions can be combined into four big type of emotion, i.e.,
Happy-high intensity combination is determined as happiness, and happiness-moderate strength composition is determined as easily, and unhappy-high intensity composition is true
It is set to bored, the combination of unhappiness-moderate strength is determined as terrified.On this basis, the embodiment of the present invention can be by type of emotion
28 sub- type of emotion are subdivided into, as shown in Fig. 2, so as to form a 28 dimensional vector diIt is converted into di=[V1,V2,…V28], often
Dimension value represents corresponding mood degree of strength, can be specifically the floating number for belonging to [- 10,10].
Since the first physiological data of the object of the invention obtained can not only include the physiological characteristic data of object, may be used also
With data such as the facial expression including object, behavior acts.And different facial expression, different physiological characteristic datas, difference
The type of emotion of the reaction such as behavior act be typically that different, as shown in table 1 below facial expressions are corresponding with type of emotion
Relation, but the content shown in table 1 is not limited to, the present invention only illustrates by facial expression as example herein, definite pair
The mode of the type of emotion of elephant.
Table 1
| Type of emotion | Facial expression |
| It is excited | Looks is downward, eye tracks and see, listen attentively to |
| It is happy | Laugh at, lip outwardly laugh at upward by extension, eye |
| In surprise | Looks upward, blink |
| Pain | Looks arches upward, mouth downward, or tears are metrical sobs |
| It is frightened | Eye is in a daze, pale, face perspires, shakes, scared setting |
| Detest-contempt | Sneer, lip are upward |
| Indignation | Frown, eyes become narrow, critical mandibular joint, facial flushes |
In practical applications, when object is in different type of emotion, heart rate, blood pressure, pupil size, the nerve of object
The physiological characteristic datas such as endocrine, skin temperature would generally be had any different, and the embodiment of the present invention can be counted by many experiments
Under different type of emotion, user it is possible that corresponding physiological characteristic data, and establish corresponding correspondence, so as to
Pass through the physiological data monitored, thus it is speculated that go out the type of emotion of user at this time.The present invention is to type of emotion and physiological characteristic data
Between corresponding relation determining method and representation etc. be not construed as limiting.
In addition, the embodiment of the present invention can also be obtained under different type of emotion by way of above-mentioned mass data counts,
User it is possible that behavior act, such as limb action, so as to according to the limb action of user monitored, thus it is speculated that user
Type of emotion.
It can be seen from the above that the embodiment of the present invention can utilize the physiological characteristic that the first physiological data of the object monitored includes
Data, facial expression, behavior act etc., according to above-mentioned predetermined correspondence, comprehensive definite object is under local environment
Type of emotion, i.e., child face current teaching material under mood.
In order to which what environment determine that object occurs that the type of emotion faced at this time is, i.e., in face of being which kind of teaching money
Source, the embodiment of the present invention can utilize environment sensing equipment acquisition target local environment under environmental images data, retransmit to
Electronic equipment.Wherein, environment sensing equipment can include image capture device, sound collection equipment etc., the embodiment of the present invention pair
Product structure used in collection environmental images data is not construed as limiting.
Optionally, in order to by the environmental images data of acquisition it is correspondings with definite type of emotion on, present invention implementation
Example can be when obtaining the environmental images data, while obtains corresponding temporal information, so as to obtain carrying the ring of timestamp
Border image data.
Step S103, obtains teaching resource corresponding with the environmental images data；
In embodiments of the present invention, since the environmental images data of acquisition would generally include ambient image, so, the present invention
The object that the ambient image includes can be identified by carrying out graphical analysis to the ambient image, and convert thereof into specific
Object names, such as books, paintbrush, dog, Sponge Bob, cookware etc. afterwards, are referred to such as encyclopedia, determine
Course of instruction belonging to each object, and then the content of courses of the course of instruction is obtained again.
Wherein, course of instruction can include social life, science and technology, earth geography, universe space, calligraphy, dancing etc.
Deng, and in practical application of the embodiment of the present invention, determine that the purpose content of courses of uniform teaching section can be different for different objects,
The content of courses for the earth geography such as formulated for child, this section's purpose is imparted knowledge to students with the earth geography formulated for junior middle school student
Content is often different.
Further, since environmental images data can also include voice signal, such as song, cartoon play sound, because
This, the embodiment of the present invention can also analyze the voice signal, identify the sound type that object local environment plays, if
Types of songs, such as pop music, rock music, jazz can be determined by being identified as song.And then according to the sound type identified
Determine corresponding course of instruction, such as sing, English, and determine therefrom that out the content of courses for being adapted to the object.
It can be seen from the above that the embodiment of the present invention can utilize image analysis algorithm, phonetic analysis algorithm etc., to the environment of acquisition
Image data is analyzed and processed, and identifies the object that object is currently faced, so that with reference to the suitable object such as child hundred
The teaching books such as section's pandect, determine the course of instruction corresponding to each object and its corresponding content of courses.
Step S104, using type of emotion corresponding with the environmental images data, updates the class indication of the teaching resource；
In practical application of the embodiment of the present invention, in order to clear various teaching resources be for object it is interested,
It is uninterested, disagreeable etc., each teaching resource can be directed to and set corresponding class indication, by the class indication mark come
Characterize object may to the type of emotion of the teaching resource, as to how characterize different type of emotion using class indication,
The embodiment of the present invention does not limit, and can be determined according to modes such as default mapping table, mapping functions.
Based on this, in order to make the class indication of teaching resource more targeted, that is to say, that to the feelings of each teaching resource
Thread classification divide according to existing object, for example labeled as the teaching resource of happiness this class indication is that existing object is glad
Study, labeled as detest this class indication teaching resource be existing object dislike study etc., the embodiment of the present invention
Can utilize actual monitoring to object be in represent various teaching resource environment in type of emotion, come update the teaching element
The class indication of material.
It is described above, the embodiment of the present invention determines the type of emotion of object local environment, and the environment of the environment
Image data, it is possible thereby to type of emotion when determining object surface to the environmental images data, so, obtaining the environment shadow
After the corresponding teaching resource of data, it is believed that at the same teaching resource corresponding with the environmental images data and type of emotion it
Between there is correspondence, therefore, the type of emotion can be utilized to update the class indication of the teaching resource.
Wherein, the specific update method on the class indication to the teaching resource, can be based on each type of emotion with dividing
Correspondence between class mark determines that the present invention is not construed as limiting the update method.
As another embodiment of the present invention, however, it is determined that first physiological data of the object under local environment shows that the object has
Mood swing but without mutual-action behavior, can be by the way of voice or projection after the teaching resource that local environment shows is obtained
The teaching resource is exported, which is soundd out, and this caused physiological data carries out secondary record analysis to the object,
So as to more accurately determine the type of emotion under the object local environment, ensure the classification of the mark to the teaching resource at this time
The accuracy of mark.
Optionally,, can also be according to sense after the class indication that have updated various teaching resources in practical application of the present invention
The dimension of interest is ranked up multiple teaching resources (or corresponding course of instruction), according to disagreeable dimension to multiple teaching sections
Mesh (i.e. each teaching resource corresponding subject) is ranked up, subsequently to formulate teaching according to interest level selection course of instruction
Plan.
Step S105, identifies corresponding ratio according to default different classifications, determines comprising at least one teaching resource
Teaching programme content.
In practical applications, when formulating teaching programme for object, it will usually select the teaching of a part of subject interests
Subject, a part of inoffensive course of instruction and a part of course of instruction less interested, ensure object according to the teaching
It during program content is learnt, can either ensure the learning initiative of object, and can guarantee that object can be acquired and useful know
Know, play aims of education.
Wherein, for each several part in above-mentioned teaching programme shared by ratio, can according to educator or manager or be responsible for
People determines study requirement etc. the study requirement of the object, and object itself, for different objects, in the teaching programme
Ratio shared by each several part can be different.
In embodiments of the present invention, can be according to the experimental investigation of most of object, statistics obtains a kind of more commonly used
Pro rate relation, such as, it can account for the 70% of whole teaching programme content with default objects a kind of teaching resource interested, it is right
As not disliking that also not uninterested a kind of teaching resource accounts for the 20% of whole teaching programme content, the uninterested a kind of religion of object
Learn resource and account for 10% etc. of whole teaching programme content, but be not limited to a kind of this pro rate relation.
Wherein, the disagreeable also not uninterested a kind of teaching resource of a kind of teaching resource of subject interests, object, object
Uninterested one kind teaching resource, expression is the corresponding teaching resource of three kinds of type of emotion, due to each type of emotion
A kind of class indication of teaching resource is corresponded to, thus, the aforementioned proportion relations of distribution could also say that three kinds of class indications
Pro rate relation.
Optionally, with reference to the description of the above-mentioned division methods to type of emotion, according to Russell's mood ring mode, object can be with
The type of emotion having can be subdivided into 28 kinds, and therefore, the embodiment of the present invention, can be with when formulating the teaching programme content of object
Pro rate is carried out to the corresponding class indication of the three major types type of emotion of foregoing description, can also be to the mood class that more refines
The corresponding class indication of type carries out pro rate, so that the teaching programme content made is more abundant.
Corresponding ratio is being identified using default different classifications, is determining various section's purpose ratios in performed teaching programme
After example, the content of courses can be selected from the corresponding teaching resource of corresponding subject according to the ratio, so as to form comprising at least one
The teaching programme content of kind teaching resource, the present invention do not do in detail the process for proportionally selecting affiliated section purpose teaching resource
State.
To sum up, in embodiments of the present invention, it is in user, that is, object in the environment of the content that will learn, passes through monitoring
The first physiological data that object produces in this context, and determine therefrom that out reflection, that is, type of emotion of the object to the environment,
Such as actively it is interested, passive lose interest in, calmness, for update by the environmental images data acquisition of current environment teaching money
The class indication in source, fast and accurately learns the point of interest of the object and non-point of interest, in this way, with regard to energy will pass through class indication
The ratio of enough teaching resources by adjusting to different level of interest (i.e. different classifications identify), determines to be most suitable for the bag of object
Teaching programme content containing at least one teaching resource.
It can be seen from the above that in the scene of infant elementary education education, in the environment that child is in different learning Contents, the application
The physiological data and environmental images of child can be combined, accurately analyzes children's interest point, improves and child is formulated accordingly
Study plan content accuracy and validity.
As shown in figure 3, the flow chart of another Formulating Teaching Program method for the embodiment of the present invention, this method can be
On the basis of above-described embodiment, the amendment of the teaching programme to formulation is realized, the formulation process on the teaching programme can be joined
According to the description of above-described embodiment, details are not described herein for the embodiment of the present invention, will obtain the teaching formulated for the object herein
On the basis of program content, implement the present embodiment following steps, that is to say, that according to definite teaching programme Content Implementation mistake
Cheng Zhong, this method can also include：
Step S301, the feedback information at least one resource that monitoring object is included for teaching programme content；
In embodiments of the present invention, in order to ensure that formulated teaching programme content can be adapted to object, according to the religion
Learn program content to carry out in teaching process the object, such as can obtain object with the reflection of monitoring object according to such scheme and exist
Physiological data in the teaching process, analyzes determine the teaching programme content if appropriate for object accordingly, to determine discomfort
When closing the object, teaching programme content and/or each section's purpose ratio can be adjusted in time.
Optionally, can be by educator or overseer (such as parent, teacher) to receiving the teaching in this practical application
The object of program content observed or inquired, come judge the teaching programme content for the object whether rationally, specifically
Can be according to object to teaching programme content Zhong Ge sections purpose study feedback, it is determined whether need to adjust the teaching programme
The ratio shared by each teaching resource that content includes, even adjusts classification of teaching resource that the teaching programme content includes etc.
Deng, afterwards, the feedback informations such as adjustment requirement can be sent to electronic equipment by user terminal, such as meter of imparting knowledge to students after adjusting
Ratio shared by all kinds of teaching resources that content includes etc. is drawn to send to electronic equipment.
Certainly, if the user terminal of the user such as educator or overseer has the ability of adjustment teaching programme content, user
Above-mentioned feedback information can be directly inputted, is adjusted accordingly by the user's terminal, and the teaching programme content after output adjustment,
So that the user is according to new teaching programme Content Implementation, it is seen then that the executive agent of adjustment teaching programme content is not unique, this
Invention does not limit the executive agent.
As another embodiment of the present invention, during teaching programme is implemented, it is described above, environment sensing can be utilized
Equipment and wearable intelligent sensing equipment carry out the study situation of monitoring object, i.e. monitoring object learns each teaching resource process
In facial expression, physiological characteristic, the physiological data such as behavior act, and when recording the study of all kinds of teaching resources of uncertain plant learning
Between, the study data such as number so that analysis obtains learning state of the object during all kinds of teaching resources are learnt accordingly, and should
Learning state (can also include the data that above-mentioned monitoring obtains) is sent to electronic equipment as feedback information, completes follow-up adjustment
Work.
Step S302, based on the feedback information, the species and/or difference of the teaching resource that adjustment teaching programme content includes
The ratio of resource；
With reference to foregoing description, the feedback information received can at least be included during the uncertain plant learning that real-time capture arrives
Feedback, and/or educator or overseer are directed to the adjustment requirement that uncertain plant learning situation provides, so, the embodiment of the present invention can be with
The content included according to feedback information, accordingly changes the classification for the teaching resource that current teaching programme content includes, and/or uncomfortable
The classification of the whole teaching resource included, but adjust teaching resource of all categories ratio shared in whole teaching programme content.
Optionally, in practical applications, it can verify the feedback information received meets which kind of default Adjusted Option, from
And according to adjustment of the Adjusted Option completion to current teaching programme content, wherein, default Adjusted Option can be according to object
Current learning states it is related, the embodiment of the present invention be directed to excited learning state, can formulate one kind of reduction subject interests
Teaching resource (can be denoted as Pos), and properly increase and lose interest in and (can be denoted as Neg) and do not dislike this two classes teaching resource
(Sil can be denoted as)；For normal learning state, the ratio of all kinds of teaching resources can not be adjusted；For negative learning state,
A kind of teaching resource of subject interests can be properly increased, and reduces and loses interest in and do not dislike this two classes teaching resource.
As it can be seen that the embodiment of the present invention can be directed to the learning state during object learns according to teaching programme content, preset
Above-mentioned corresponding three kinds of Adjusted Options are formulated, can be by as the scale for specifically reducing or improving in above-mentioned Adjusted Option
It is adjusted, can also be set according to experiment, the present invention does not limit the rate variable adjusted every time according to default fixed variable.
It should be noted that on the species and/or different resource of the teaching resource included to current teaching programme content
Ratio method of adjustment, it is not limited to the process of above-described embodiment description, can also use other methods to realize, for example use
Family terminal is completed in the application of the adjustment process, and the proportional numerical value after adjustment can be directly inputted by user, completes teaching programme
Adjustment of content etc., the present invention are no longer described in detail one by one herein.
Step S303, the teaching programme content after adjustment is sent to default terminal and is shown；
Wherein, default terminal can be the educator and/or overseer of the object, such as users such as teacher child, parents
Terminal, can utilize the information such as terminal iidentification, in advance be bound default terminal with electronic equipment, so that electronic equipment will connect
The received teaching programme information in relation to object sends to default terminal and exports, so that educator and overseer can be timely
Understand the teaching affairs of object.
It should be noted that the present invention does not limit the communication process between electronic equipment and default terminal, and it is default
The teaching programme information that terminal is likely to be received can include teaching programme content, uncertain plant learning state etc..
Step S304, monitors whether to receive the determine instruction for the teaching programme content after adjustment；If so, enter step
Rapid S305；If it is not, return to step S301；
In embodiments of the present invention, the adjustment to teaching programme content is completed each time, can be supervised according to the method described above
The study situation of teaching programme content after the adjustment of survey object, however, it is determined that teaching programme content is to close for the object at this time
Reason, teacher and/or parent can send determine instruction by default terminal to electronic equipment, so that electronic equipment determines to work as
Preceding teaching programme content is reasonable for the object.
It should be noted that with the change of time, object hobby and accept the education degree situations such as change,
It is above-mentioned it is definite be for the object rational teaching programme content may become no longer rationally, in this case, so that it may
To continue to be adjusted the teaching programme content according to the method described above.It can be seen from the above that in the teaching programme formulated for object
Appearance is not changeless, even after determining that its is reasonable, still may become unreasonable, it is necessary to be directed to different phase
Object be adjusted, thus, determine instruction in step S304 is only the teaching programme content for current generation object
Certainly, it is not offered as the object and uses the teaching programme content always.
Step S305, teaching programme content and the attribute information of the object after this is adjusted are associated storage.
In embodiments of the present invention, according to above-mentioned method of adjustment, it is right that the teaching programme content of formulation is adjusted to adapt to this
, can be by the teaching programme content after the adjustment finally obtained and the attribute information associated storage of the object as rear, can conduct
The homogeneous object similar with the attribute information of the object formulates the reference of teaching programme.
Wherein, the attribute information of object can the age including object, gender, schooling, the religion once touched
Educate the information of content, daily hobby etc., in this way, when for the attribute information similarity of the object be more than threshold value it is another
When object formulates teaching programme, stored teaching programme content corresponding with the attribute information of the object can be directly transferred,
To the another pair as implementing, and the another pair can be monitored according to the method described above as the study feelings to the teaching programme content
Condition, it may be necessary to be adjusted according to above-mentioned Adjusted Option on the basis of the teaching programme content, quickly to be closed
The teaching programme content of reason.
It should be noted that the embodiment of the present invention is to the tool between obtained teaching programme content and the attribute information of object
Body storage method does not limit, and can such as use mapping table, mapping function mode be stored, and the present embodiment is herein not
It is described in detail.
To sum up so, in embodiments of the present invention, physiological data and environment based on object in various teaching environment
Image, accurately analyzes the point of interest of object and non-point of interest, so that after making the teaching programme content of the object accordingly,
By monitoring object according to the study situation in the teaching programme content learning process, so that using the feedback information monitored, it is right
The ratio for each teaching material that the teaching programme content includes, which is modified, to be adjusted, so that in the teaching programme after adjustment
Hold for the object more rationally, object can not only be made to be in a kind of shape of relative ease pleasure in whole learning process
State, and improve the teaching efficiency to the object.
It is the flow chart of another Formulating Teaching Program method provided in an embodiment of the present invention with reference to Fig. 4, this method can be with
Including：
Step S401, first physiological data of the monitoring object under local environment；
Step S402, based on first physiological data, whether analysis object there is mood swing, if so, entering step
S403, if not, performing step S405；
Wherein, the first physiological data can include：Blood pressure, heart rate, body surface electric current, skin temperature, action, facial expression etc.
Deng the content that the present invention includes the first physiological data for monitoring, and the equipment of each physiological data of actual acquisition do not limit
It is fixed.
During field research, object either likes, curious or dislike the current content of courses, it will usually is in a bad mood
Fluctuation, usually can also be with certain behavior act.For example object A has found the paintbrush and image quality on table, in curious heart meeting
Slight undulations are produced, paintbrush usually can be also picked up and scribble on drawing paper；Object A sees the homework on desk, may
Resentment fluctuation can be produced, or even the homework on table can still be arrived on the ground, expresses its disagreeable mood to homework
Etc..
Based on this, the embodiment of the present invention can be by analyzing the first physiological data of object, to determine object surface
Whether mood swing is generated to the teaching resource in current environment, so as to what is produced according to the analysis result labor object
Type of emotion.
Step S403, catches the environmental images data of the object local environment；
In embodiments of the present invention, what the teaching resource for causing subjects' mood to fluctuate to determine electronic equipment is,
Video acquisition can be carried out using environment sensing equipment, and by the environmental images data sending collected to electronic equipment.Certainly,
In practical applications, environment awareness apparatus can also be controlled to be constantly in working status during whole Formulating Teaching Program,
Only need to obtain the environmental images data that collect of fluctuation moment of producing a feeling at this time, the present invention is to the specific of step S403
Implementation method does not limit.
Wherein, if the environment picture in environmental images data is denoted as b1, ambient video is denoted as b2, in the embodiment of the present invention
In, b1And b2It can represent the corresponding data set of carrying timestamp, that is to say, that the environment that will can be collected at different moments
Picture and its corresponding generated time are stored in b1In set, by the ambient video collected at different moments and its corresponding generation
Time is stored in b2In set, subsequently to transfer.
Step S404, analyzes the first physiological data, determines first type of emotion of the object under local environment
Or second type of emotion, and be corresponding type of emotion by the environmental images data markers；
Wherein, the first type of emotion can represent object mood interested in the teaching resource in current environment, such as high
The mood such as emerging, happy, happy, surprised, the second type of emotion can represent that object does not feel emerging to the teaching resource in current environment
The mood that interest even contradicts, is such as sick of, is disappointed, indignation, worries mood, the present invention is to the first type of emotion and the second mood class
The specific emotional content that type includes is not construed as limiting.
It should be noted that the present invention determines the specific type of emotion of object to how to analyze physiological data
Implementation method, is referred to the description of above-mentioned steps S102 appropriate sections, but is not limited thereto.
In embodiments of the present invention, step S402 and step S404 can be that the object surface provides the teaching in environment
The preliminary deterministic process of the issuable mood in source, but this pre-judging method that the present embodiment provides is not limited to, and it is necessary
When, can be without the anticipation processing procedure that the present embodiment provides, but corresponding machine learning algorithm is directly used, to monitoring
To physiological data handled, the accurate type of emotion for obtaining object, this implementation method is referred to the present embodiment hereafter
Description, it is not described here in detail by the present invention.
Wherein, for the ease of selecting teaching resource according to mood or interest level, it will usually establish the teaching resource with
The physiological data that object surface produces it, therefore, can will be according to ring in definite object after the type of emotion under local environment
The corresponding physiological data of teaching resource that border image data determines marks the specific type of emotion.
Step S405, the environmental images data of object local environment are obtained according to prefixed time interval, and by the environment shadow
As data markers are the 3rd type of emotion；
It is described above, however, it is determined that object surface mood swing does not occur to the teaching resource in current environment, can be right
Also do not dislike as that may lose interest in the teaching resource, the mood for expressing the implication is known as the 3rd mood by the embodiment of the present invention
Type, such as object are in the mood such as easy, sleepy, quiet.
In this case, the embodiment of the present invention can identify an environmental element at interval of preset time, i.e., according to pre-
If time interval obtains the environmental images data of object local environment, and its corresponding physiological data is labeled as the 3rd mood class
Type, to analyze the object occurred in definite environment and its corresponding course of instruction, teaching resource etc. accordingly.Wherein, it is of the invention
The concrete numerical value of the prefixed time interval is not limited, can be 15 minutes, 10 minutes etc..
Step S406, obtains behavioral data of the object under local environment；
In embodiments of the present invention, object can be obtained under local environment by parsing the physiological data monitored
Limb action, so that it is determined that the behavior reflection of object；It is of course also possible to by parsing the environmental images data obtained, obtain pair
The behavioral data of elephant, the present invention are needing behavior data to when collecting behavioral data of the object under local environment
When, the method for how obtaining behavior data does not limit.
As it can be seen that the behavioral data obtained can represent behavior reflection of the object to the teaching resource in environment, such as characterization master
It is dynamic take and using, the data of behavior such as throw away, the present invention does not limit the content that behavior data include.
Step S407, based on behavior data, determines that object whether there is mutual-action behavior in local environment；If it is not, into
Enter step S408, if so, performing step S411；
In embodiments of the present invention, can be determined pair according to analysis result by analyzing the behavioral data of acquisition
As whether having carried out mutual-action behavior in local environment, so that learn whether object has played the object occurred in current environment,
More accurately to judge whether object is interested in the teaching resource in environment accordingly.
Step S408, obtains teaching resource corresponding with environmental images data, and is shown by predetermined manner to the object
The teaching resource, obtains the second physiological data of the object；
Wherein, predetermined manner can be voice broadcasting modes, projection pattern etc., and the embodiment of the present invention will pass through this side
Formula sounds out reflection of the object to the teaching resource being presently in environment again, to improve identification object point of interest and non-point of interest
Accuracy, and then improve the accuracy of formulated teaching programme content.
In embodiments of the present invention, above-mentioned second physiological data can be psychological number of the object surface to the teaching resource of displaying
According to, to it includes content do not limit.
Optionally, in the embodiment of the present invention, method as shown in Figure 5 is referred to obtain teaching resource, but not office
It is limited to this, this method can include：
Step SA1, extracts the environmental characteristic information in the environmental images data；
, can be to the ambient image data b that collects in the practical application of the embodiment of the present inventioniCarry out object identification,
Specific object names such as books, paintbrush, dog etc. are converted to, therefore, which can be the name of the object identified
The mark such as title, the particular content that the present invention includes the environmental characteristic information do not limit.
Step SA2, whether detection resource database includes the environmental characteristic information, if so, entering step SA3；If
It is no, perform step SA4；
Wherein, resource database can include the various section's purpose knowledge contents for being likely to be suited for uncertain plant learning, i.e., all kinds of
Teaching resource, these teaching resources can be obtained by third party, can also be obtained by educator's typing, and the present invention is to the money
The construction method of source database and it includes teaching resource content and its acquisition modes do not limit.
In embodiments of the present invention, whether can be wrapped by the mode such as theme or keyword contrast, detection resource database
Containing the environmental characteristic information, the present invention does not limit its specific detection method.
Step SA3, obtains resource database and includes teaching resource corresponding with environmental characteristic information；
Step SA4, corresponding with environmental characteristic information teaching resource is obtained from third party, and by the teaching resource of acquisition
Update resource database.
, can also be to resource database into Mobile state it can be seen from the above that the embodiment of the present invention is during teaching programme is formulated
Renewal, and the resource database can be shared data bank (such as all object-sharing or same type object-sharing), i.e., right
Other objects formulate teaching programme when, can also be obtained from the material data needed for teaching resource；Certainly, the resource database
It can also be the object private database, during so as to follow-up more new teaching plan, this can be directly acquired from the resource database
Teaching resource needed for object.
Step S409, based on second physiological data, analyzes whether the object mood swing occurs, if so, entering step
Rapid S410, if not, terminating flow；
Step S410, analyzes second physiological data, updates the type of emotion of the environmental images data；
As it can be seen that when the embodiment of the present invention determines that object does not have mutual-action behavior in local environment, in order to more accurately true
Determine the mood of object at this time, the method that will be recorded by above-mentioned steps S408~step S410, is provided using the teaching in the environment
The object is soundd out in source, carries out secondary record to the physiological data of the object, and determine object according to secondary analysis result
Type of emotion.
Step S411, obtains teaching resource corresponding with environmental images data；
The method of step S411 teaching resources corresponding with environmental images data with the acquisition that step S408 is recorded can phase
Together, the description of above-mentioned appropriate section is referred to, it is not described here in detail for the present embodiment.
Step S412, using currently type of emotion corresponding with environmental images data, updates the contingency table of the teaching resource
Know；
Wherein, above-mentioned class indication can be a kind of attribute information of teaching resource, it can represent object to the teaching
The interest level of resource, i.e., implement the object type of emotion that the object produces during the teaching resource.
Step S413, identifies corresponding ratio according to default different classifications, determines comprising at least one teaching resource
Teaching programme content；
Step S414, which is sent to default terminal and is shown；
Step S415, receives the adjust instruction for the teaching programme content that the default terminal is detected and sent；
, can be with after educational institution has formulated teaching programme by electronic equipment for child by taking infant elementary education is educated as an example
Teaching programme is sent to being exported in the default terminal of parent, so that parent understands the content of courses to child, also side
Just parent adjusts current teaching programme content.
Wherein, operation of the parent in default terminal can generate corresponding adjust instruction, can be incited somebody to action by wireless network
The adjust instruction is sent to electronic equipment, completes the adjustment to teaching programme content according to parent's wish accordingly.It is as it can be seen that of the invention
It can be grasped in this way by parent to childhood teaching plan, and combine parent's opinion, the teaching finally obtained can be made
Plan is more reasonable.
Step S416, the feedback information at least one teaching resource that monitoring object is included for the teaching programme content；
In the embodiment of the present invention, except combine parent opinion in addition to, can also monitor child according to teaching programme content into
True reflection during row study, the feedback information in step S416 can be that object is carried out according to the teaching programme content at this time
In learning process, the physiological data of object.
Optionally, the present invention can receive the adjustment that program quadrant pattern carries out learning Content accounting, reference according to study
Shown in Fig. 6, study feedback information can be divided into two dimensions, i.e. repetitive learning frequency Fr and memory accuracy rate Ac, its
In, Fr can include the high F of repetitive learning frequencyhAnd the low F of repetitive learning frequencyl, Ac can be including the high A of memory accuracy ratehAnd note
Recall the low A of accuracy ratel, by the combination of this four classes state, the learning state of object can be divided into：AhFlCombine corresponding excited
Learning state Dep, FhAhOr Fl AlThe corresponding normal learning state Ord of both combinations, and FhAlCombine corresponding message
Habit state Dep.
Therefore, above-mentioned feedback information can also include the corresponding dimension of the two dimensions during uncertain plant learning teaching resource
Data, i.e. repetitive learning frequency values and memory accuracy rate or the learning state thus analyzed etc.,
Based on above-mentioned analysis, if stating at least one teaching resource includes at least one section's purpose content of courses, step S416
Realize that process can include：
Monitor at least one dimension that the object learns at least one section's purpose content of courses resource in preset time period
Degrees of data, at least one dimension data include one or more of repetitive learning frequency and memory accuracy rate composition；
Using the dimension data monitored, determine the object at least one section's purpose content of courses resource
Learning state, so as to the learning state based on the definite object, adjusts at least one subject that teaching programme content includes
The content of courses ratio.
Step S417, based on the adjust instruction and feedback information, adjusts the teaching resource that the teaching programme content includes
Species and/or various teaching resource ratio；
As it can be seen that the embodiment of the present invention will combine parent's opinion and child learns feedback, the comprehensive teaching meter realized to formulation
The amendment of content is drawn, so as to obtain being directed to the more rational teaching programme content of the child.
In practical applications, with reference to Fig. 6, if system default or parent adjust the corresponding position of M values that Fr and Ac is obtained
It is (0,0), then adjustment only instructs or feedback information, determines that the value of Fr is in Exc states relative to M values, can reduce Pos's
Course ratio, and properly increase the course ratio of Sil and Neg；Determine that the value of Fr is in Ord states relative to M values, can be uncomfortable
The ratio of whole all kinds of teaching resources；Determine that the value of Fr is in Dep states relative to M values, the course ratio of Pos can be properly increased
Example, and reduce the course ratio of Sil and Neg.
In embodiments of the present invention, during implementing teaching programme content to the object, according to the Fr's and Ac to acquisition
Analyze and the ratio of teaching resource, that is, course content is adjusted, can ensure that object remembers excitement levels, so as to improve study effect
Rate.
Optionally, the teaching programme content after adjustment (can be included teaching resource and its institute by the embodiment of the present invention
The ratio accounted for), and the information such as analysis result of Fr and Ac of the above-mentioned uncertain plant learning to acquisition sent to default terminal, from
And the overseers such as parent is finely adjusted by the two numerical value to Fr and Ac, simultaneity factor can also be according to these Advance data qualities
The ratio of all kinds of teaching resources in teaching programme content, so as to make more rational learning Content for object.
In addition, during teaching programme Content Implementation, can also be according to the analysis of above-mentioned teaching programme content, Fr and Ac
As a result, combining Chinese mugwort this great forgetting curve of guest, helpful object learns and consolidates knowledge, and when object interest changes, in time
Teaching programme content to object is adjusted.
Wherein, Chinese mugwort this great forgetting curve of guest describes the rule that the mankind forget new things, and people can be from the curve
Middle grasp forgetting law is simultaneously used, so as to lift memory capability.For example the present invention can determine most preferably to remember according to the curve
The time is recalled, it is necessary to which object consolidates time of study etc., so as to deepen memory of the object to course content.The present invention is to how sharp
With this great forgetting curve of the Chinese mugwort guest, the method that helpful object consolidates knowledge memory is not detailed.
Step S418, the teaching programme content after adjustment is sent to default terminal and is shown.
In embodiments of the present invention, can also be by the object of above-mentioned acquisition to every except the teaching programme content after adjustment
The study repetition rate and memory accuracy information that one teaching resource learns are sent to default terminal, in this way, parent is also
Current teaching programme content can be adjusted according to the method described above.As it can be seen that the teaching programme that the present invention formulates was implemented
Cheng Zhong, the teaching programme content implemented can be adjusted constantly, so that ensure that the reasonability of implemented teaching programme,
Improve efficiency of teaching.
In conclusion physiological data of the embodiment of the present invention by monitoring object, analysis object is to the true of surrounding
Mood, and classification is identified in environmental images data during to producing a feeling, and determines that object corresponds to the environmental images data
The mood of teaching resource, i.e., it is whether interested in the teaching resource, moreover, in order to improve the accuracy of identification object point of interest,
The embodiment of the present invention has also monitored whether object has mutual-action behavior, in the case of no mutual-action behavior, the teaching will be utilized to provide
The object is soundd out in source again, is determined to the type of emotion of the environmental images data, afterwards, according to finally definite type of emotion,
The type of emotion of corresponding teaching resource mark is updated, so that the mark of teaching resource is more targeted, and then is ensured thus
The teaching programme content comprising the corresponding teaching resource of various type of emotion made is reasonable.
Moreover, after tentatively teaching programme content is made, the study feedback of monitoring object and parent can also be passed through
Opinion, suitably adjust the ratios of all kinds of teaching resources that the teaching programme content includes so that in the teaching programme after adjustment
Appearance is more suitable for object, wherein, the teaching programme formulated is based on object positive interest point, and tranquil, negative interest point is
Auxiliary course arrangement, remembers the excited period for object manufacture, improves the learning efficiency of object.
As further embodiment of this invention, in order to realize the mapping of object interest and teaching resource, the embodiment of the present invention can
To be realized using the timestamp set when gathering physiological data and image data.Using infant elementary education educational applications scene as
Example, it is assumed that the physiological data for collecting each moment forms a set, such as physiological data di={ a1, a2..., an, aiTable
Show the content that the physiological data includes, such as blood pressure, heart rate, body surface electric current, skin temperature, facial expression, limb action.Will
The course of instruction c that may be used in teaching programmeiTo represent.In this way, according to the timestamp (gather corresponding data when
Between), can be by the corresponding physiological data set V=[d of each mood1, d2..., dn] and all kinds of teaching resource data set C=[c1,
c2..., cn] input mapping algorithm, so that the interest point sequence according to the sequence of children's interest degree of strength is obtained, such as, it is interested
Subject top3_postive={ fine arts, English, electronics }, subject top3_negative={ singing, calligraphy, the jump of conflict
Dance }.
Specifically, the input vector of default mapping algorithm includes V=[d1, d2..., dn], C=[c1, c2..., cn], with
And interesting data storehouse DB (i.e. above-mentioned resource data)；Output data：Interesting data storehouse DB ' after renewal, children's interest point and non-
Point of interest sorts.Implementation procedure can include：C is inquired about in DBiPrimary emotion value v_old；Obtain ciTimestamp time；
The mood vector v of corresponding time is inquired about in Vi, v_new+=v_old renewal interesting data storehouse DB, obtain DB '；To in DB '
Whole object types carry out dimension v interested according to its corresponding mood vectorInterestSequence, it is interest to take top3_postive
Point；The dimension v that whole object types in DB ' are detested according to its corresponding mood vectorDetestSequence, takes top3_
Negative is non-point of interest, exports top3_postive and top3_negative.
As it can be seen that in the embodiment of the present invention, after obtaining above-mentioned input data, the default mapping algorithm can be directly inputted, i.e.,
The content such as the subject interested of the child needed for teaching programme and the subject of detest can be obtained specifying, improve teaching programme system
Determine efficiency.
In order to become apparent from illustrating Formulating Teaching Program scheme provided by the invention, with reference to Fig. 7, table will be gone to child below
Exemplified by preceding discovery image quality paintbrush, different teaching programme contents will be provided for different childs：
Before if child A goes to desk, to paintbrush and drawing paper heart generation Slight undulations, and pick up paintbrush and exist out of curiosity
One scratches on paper.At this time, the system provided in an embodiment of the present invention for implementing above-mentioned Formulating Teaching Program method will identify that
The physiological datas such as child A hearts fluctuation.Image capture module captures child's A local environment data, analyzes child A generations
It is curious psychology, and child A is gone out by photo and video identification and produces interaction with paintbrush, drawing paper, interest maps algorithm will be passed through
The attribute of each teaching resource in resource database DB is updated, i.e., the type of emotion of each teaching resource mark, is mapped this by system
In terms of theme relational learning content (application method of the paintbrush drawing paper) addition that algorithm returns is related to drawing to child A push
Knowledge, and then cultivate child A drawing interest.
Before if child B goes to desk, it is seen that drawing paper paintbrush contemplates the homework of kindergarten, then produces resentment
Fluctuation.System identification at this time goes out the fluctuation of child's heart, and same collection physiological data and view data, mapping algorithm analyze child
What B was produced is to contradict psychological (Negative), thus can reduce corresponding d in resource database DBDrawing=<v1,v2...v28>'s
Vector interested, increase is corresponding to lose interest in numerical quantity, can avoid relational learning content when formulating teaching programme content.
In addition, system is exploratory to child B be related to the amusement and entertaining sexuality of drawing paper paintbrush, and capture again in love
Thread fluctuates, and updates the data storehouse DB.
If before child C goes to desk, not having what interest to paintbrush and drawing paper, system is exploratory to carry out child C
The amusement and entertaining sexuality of drawing paper paintbrush are related to, and catches fluctuation of whether being in a bad mood again, updates the data storehouse.Hereafter will be by
According to child A and the monitoring of child's step B and renewal.If parent is provided with culture baby drawing interest, child C will persistently be drawn
Lead.
Optionally, in embodiments of the present invention, system can regularly update child's database, after learning a period of time,
System detectio go out child contact every time the article C moods appearance frequency it is higher, system thinks that child has grasped or has been weary of at this time
The study of this aspect knowledge, then reduces the push to relevant knowledge, selects other knowledge to teach to re-start to it
Content is practised to formulate.If drawing paper paintbrush relevant knowledge reduces fluctuation if child again produces a feeling it in the time taught,
Or find that this part is that when needing to consolidate, then this partial knowledge can be added to learning Content again by ebbinghaus curve
In.
As shown in figure 8, be a kind of structure chart of Formulating Teaching Program device provided in an embodiment of the present invention, which can be with
Including：
First monitoring modular 81, for first physiological data of the monitoring object under local environment；
Mood determining module 82, for based on first physiological data, determining feelings of the object under local environment
Thread type, and obtain environmental images data of the object under local environment；
Optionally, as shown in figure 9, the mood determining module 82 can include：
First capture unit 82-1, for determining that first physiological data shows that mood swing occurs in the object, catches
Catch the environmental images data of the object local environment；
First indexing unit 82-2, for analyzing first physiological data, determines the object in residing ring
The first type of emotion or the second type of emotion under border, and be corresponding type of emotion by the environmental images data markers；
Second indexing unit 82-3, for determining that first physiological data shows that the object does not occur mood swing,
The environmental images data of the object local environment are obtained according to prefixed time interval, and are by the environmental images data markers
3rd type of emotion；
Feature extraction unit 82-4, for extracting the environmental characteristic information in the environmental images data；
Comparing unit 82-5, for the environmental characteristic information to be compared with the teaching resource that resource database includes
It is right；
First acquisition unit 82-6, for determining that the resource database includes money corresponding with the environmental characteristic information
Source, obtains the resource database and includes teaching resource corresponding with the environmental characteristic information；
Second acquisition unit 82-7, for determining the resource database not comprising corresponding with the environmental characteristic information
Teaching resource, teaching resource corresponding with the environmental characteristic information is obtained from third party, and the teaching resource of acquisition is updated
To the resource database.
Update module 83, for obtaining teaching resource corresponding with the environmental images data, and utilizes and the environment
The corresponding type of emotion of image data, updates the class indication of the teaching resource；
Schedule determining module 84, for identifying corresponding ratio according to default different classifications, determines comprising at least one
The teaching programme content of teaching resource.
Optionally, as shown in Figure 10, can also include for device：
Second monitoring modular 85, at least one teaching for being directed to the teaching programme content for monitoring the object and including
The feedback information of resource；
First adjustment module 86, based on the feedback information, adjusts the teaching resource that the teaching programme content includes
The ratio of species and/or various teaching resource.
In embodiments of the present invention, as shown in figure 11, if at least one teaching resource is imparted knowledge to students including at least one section's purpose
Content, second monitoring modular 85 can include：
First monitoring unit 85-1, learns at least one section's purpose teaching for monitoring the object in preset time period
At least one dimension data of content, at least one dimension data include repetitive learning frequency and remember accuracy rate in one or
Multiple compositions；
First determination unit 85-2, for using the dimension data monitored, determining the object for described at least one
The learning state of a section's purpose content of courses；
Correspondingly, the first adjustment module 86 can include：
First adjustment unit 86-1, for the learning state based on the definite object, adjusts in the teaching programme
Hold the ratio of at least one section's purpose content of courses included.
As another embodiment of the present invention, as shown in figure 12, can also include for device：
First data transmission blocks 87, are opened up for sending the definite teaching programme content to default terminal
Show；
First data reception module 88, what the reception default terminal was detected and sent is directed to the teaching programme content
Adjust instruction；
Second adjustment module 89, for responding the adjust instruction, adjusts the teaching money that the teaching programme content includes
The species in source and/or the ratio of various teaching resource.
Optionally, on the basis of the various embodiments described above, as shown in figure 13, which can also include：
First acquisition module 810, for obtaining behavioral data of the object under local environment；
First determining module 811, for determining that the behavioral data shows that the object has interactive row in local environment
To perform acquisition teaching resource step corresponding with the environmental images data；
Second acquisition module 812, for determining that the behavioral data shows the object in local environment without interaction
Behavior, it is described obtain corresponding with environmental images data teaching resource after, by predetermined manner to the object exhibition
Show the teaching resource, obtain the second physiological data of the object；
Second update module 813, for determining that second physiological data shows that mood swing occurs in the object, analysis
Second physiological data, updates type of emotion of the object under local environment.
In conclusion in the environment of user, that is, object is in the content that will learn, the first physiology number of monitoring object
According to since the first physiological data can accurately reflect psychology physiological change of the object to extraneous things, based on the first physiology number
According to, can determine the type of emotion of object in such a case, it is such as actively interested, passive lose interest in, calmness, and obtain
Environmental images data at this time, so that teaching resource corresponding with the environmental images data is obtained, such as different aspect knowledge, profit
The class indication of the teaching resource is updated with above-mentioned definite type of emotion, use is fast and accurately learnt will pass through class indication
The point of interest at family and non-point of interest, in this way, it is possible to by adjusting the teaching to different level of interest (i.e. different classifications identify)
The ratio of resource, determines to be most suitable for the program content for including at least one teaching resource of object.It can be seen from the above that opened in child
Cover education scene in, in the environment that child be in different learning Contents, the application can with reference to child physiological data with
And environmental images, accurately analyze children's interest point, improve accordingly to child formulate study plan content accuracy with
And validity.
It is the hardware structure diagram of a kind of electronic equipment provided in an embodiment of the present invention with reference to Figure 14, which can be with
It is terminal device or server etc., the present invention does not limit its product type, in embodiments of the present invention, the electronic equipment
It can include：Communication interface 141, memory 142 and processor 143, wherein：
Communication interface 141 can be wireless communication module and/or the interface of wire communication module, such as WIFI module, GPRS
The interface of module, gsm module etc. communication module.
Memory 142 is used to store the program for realizing above-mentioned Formulating Teaching Program method；
In embodiments of the present invention, as needed, which can also be used to the teaching programme content of storage generation, with
And formulate various data obtained during the teaching programme content etc..
Optionally, which can store the program code for realizing each function module that above-mentioned virtual bench includes, tool
Body can be high-speed RAM memory, or nonvolatile memory (non-volatile memory), for example, at least one
Magnetic disk storage etc..
Processor 143 can be central processor CPU or be specific integrated circuit ASIC (Application
Specific Integrated Circuit), or be arranged to implement the embodiment of the present application one or more integrate electricity
Road, the application are not construed as limiting the composition structure of the processor 114.
In the embodiment of the present application, processor 143 is used to load and perform described program, including：
First physiological data of the monitoring object under local environment；
Based on first physiological data, determine type of emotion of the object under local environment, and obtain it is described right
As the environmental images data under local environment；
Teaching resource corresponding with the environmental images data is obtained, and utilizes feelings corresponding with the environmental images data
Thread type, updates the class indication of the teaching resource；
Corresponding ratio is identified according to default different classifications, is determined in the teaching programme comprising at least one teaching resource
Hold.
Optionally, processor 143 can also carry out the program for realizing following steps：
Monitor the feedback information at least one teaching resource that the object is included for the teaching programme content；
Based on the feedback information, the species for the teaching resource that the teaching programme content includes and/or different religions are adjusted
Learn the ratio of resource.
Optionally, processor 143 can also carry out the program for realizing following steps：
The definite teaching programme content is sent to default terminal and is shown；
Receive the adjust instruction for the teaching programme content that the default terminal is detected and sent；
The adjust instruction is responded, adjusts the species for the teaching resource that the teaching programme content includes and/or different religions
Learn the ratio of resource.
Optionally, processor 143 can also carry out the program for realizing following steps：
Determine that first physiological data shows that mood swing occurs in the object, catch the ring of the object local environment
Border image data；
First physiological data is analyzed, determines first type of emotion or of the object under local environment
Two type of emotion, and be corresponding type of emotion by the environmental images data markers；
Determine that first physiological data shows that the object does not occur mood swing, institute is obtained according to prefixed time interval
The environmental images data of object local environment are stated, and are the 3rd type of emotion by the environmental images data markers.
Optionally, processor 143 can also carry out the program for realizing following steps：
Obtain behavioral data of the object under local environment；
If the behavioral data shows that the object has mutual-action behavior in local environment, the acquisition and the ring are performed
The corresponding teaching resource step of border image data；
If the behavioral data shows that the object does not have mutual-action behavior in local environment, in the acquisition and the ring
After the corresponding teaching resource of border image data, the method further includes：
The teaching resource is shown to the object by predetermined manner, obtains the second physiological data of the object；
Determine that second physiological data shows that mood swing occurs in the object, analyze second physiological data, more
New type of emotion of the object under local environment.
Optionally, processor 143 can also carry out the program for realizing following steps：
Monitor at least one number of dimensions that the object learns at least one section's purpose content of courses in preset time period
According at least one dimension data includes one or more of repetitive learning frequency and memory accuracy rate composition；
Using the dimension data monitored, determine that the object is directed to the study of at least one section's purpose content of courses
State；
It is described to be based on the feedback information, adjust the species for the resource that the teaching programme content includes and/or different religions
The ratio of resource is learned, including：
Based on the learning state of the definite object, at least one section's purpose that the teaching programme content includes is adjusted
The ratio of the content of courses.
The embodiment of the present invention additionally provides a kind of storage medium, is stored thereon with program, when which is executed by processor
Realize above-mentioned Formulating Teaching Program method.
An embodiment of the present invention provides a kind of processor, the processor is used for operation program, wherein, described program operation
The above-mentioned Formulating Teaching Program methods of Shi Zhihang.
As shown in figure 15, it is a kind of structure chart of Formulating Teaching Program system provided in an embodiment of the present invention, which can
With including：First awareness apparatus 151, the second awareness apparatus 152, electronic equipment 153, resource database 154 and terminal device
155, wherein：
First awareness apparatus 151 is used to obtain first physiological data of the object under local environment.
Second awareness apparatus 152 is used to obtain the environmental images data under object local environment.
In embodiments of the present invention, the first awareness apparatus can be the sensing equipments such as intelligent watch, Intelligent bracelet, collect
The first physiological data can include blood pressure, heart rate, body surface electric current, skin temperature, action, expression etc..Second awareness apparatus
It can include image capture device, such as video recorder, environmental images data can include environment picture and ambient video etc..This
Invention does not limit the product type and composition structure of first awareness apparatus and the second awareness apparatus.
Electronic equipment 153 can be the electronic equipment of above-mentioned electronic equipment embodiment description, concrete composition structure and its work(
The description of above-described embodiment can be referred to, details are not described herein for the present embodiment.
Resource database 154 is used to store a variety of teaching resources, and the present invention does not limit the storage mode of the teaching resource
Fixed, usually each teaching resource is marked with type of emotion of the object to it.
Terminal device 155 is used to receive the teaching programme content that the electronic equipment is sent, and shows the teaching programme
Content.
In embodiments of the present invention, terminal device 155 can be the user equipment of parent, it can pass through the terminal device
Check the teaching programme content formulated for child, also, adjustment can also be sent to electronic equipment by the terminal device and referred to
Order, realizes the adjustment to teaching programme content, detailed process is referred to the description of above method embodiment appropriate section, this reality
Applying example, details are not described herein.
To sum up, the present invention analyzes the objects such as child by the way that the physiological data collected and ambient image are combined
Point of interest, solves the defects of tradition brings the method for catching of children's interest point, reduces because of adult and child's mode of thinking
On difference, cause to children's interest point catch failure phenomenon, ensure that the reasonability of made teaching programme content,
Promote child's learning efficiency.
Finally, it is necessary to illustrate, in the various embodiments described above, such as first, second or the like relational terms are only
Only be used for operating an operation, unit or module with another, unit or module distinguish, and not necessarily require or secretly
Show that there are any actual relationship or order between these units, operation or module.Moreover, term " comprising ", " bag
Containing " or any other variant thereof is intended to cover non-exclusive inclusion, so that process, method including a series of elements
Or system not only includes those key elements, but also including other elements that are not explicitly listed, or further include to be this
Process, method or the intrinsic key element of system.In the absence of more restrictions, limited by sentence "including a ..."
Key element, it is not excluded that also there are other identical element in the process including the key element, method or system.
Each embodiment is described by the way of progressive in this specification, what each embodiment stressed be and other
The difference of embodiment, between each embodiment identical similar portion mutually referring to.For device disclosed in embodiment,
For system, electronic equipment, due to its with embodiment disclosed in method it is corresponding, so description is fairly simple, related part ginseng
See method part illustration.
The foregoing description of the disclosed embodiments, enables professional and technical personnel in the field to realize or use the present invention.
A variety of modifications to these embodiments will be apparent for those skilled in the art, as defined herein
General Principle can be realized in other embodiments without departing from the spirit or scope of the present invention.Therefore, it is of the invention
The embodiments shown herein is not intended to be limited to, and is to fit to and the principles and novel features disclosed herein phase one
The most wide scope caused.
Claims (10)
- A kind of 1. Formulating Teaching Program method, it is characterised in that the described method includes：First physiological data of the monitoring object under local environment；Based on first physiological data, type of emotion of the object under local environment is determined, and obtain the object and exist Environmental images data under local environment；Teaching resource corresponding with the environmental images data is obtained, and utilizes mood class corresponding with the environmental images data Type, updates the class indication of the teaching resource；Corresponding ratio is identified according to default different classifications, determines the teaching programme content for including at least one teaching resource.
- 2. according to the method described in claim 1, it is characterized in that, according to the definite teaching programme Content Implementation process In, the method further includes：Monitor the feedback information at least one teaching resource that the object is included for the teaching programme content；Based on the feedback information, the species and/or various teaching for adjusting the teaching resource that the teaching programme content includes provide The ratio in source.
- 3. according to the method described in claim 1, it is characterized in that, the method further includes：The definite teaching programme content is sent to default terminal and is shown；Receive the adjust instruction for the teaching programme content that the default terminal is detected and sent；The adjust instruction is responded, adjusts the species and/or various teaching money of the teaching resource that the teaching programme content includes The ratio in source.
- 4. according to the method described in claim 1, it is characterized in that, described be based on first physiological data, it is described right to determine As the type of emotion under local environment, and environmental images data of the object under local environment are obtained, including：Determine that first physiological data shows that mood swing occurs in the object, catch the environment shadow of the object local environment As data；First physiological data is analyzed, determines first type of emotion or second feelings of the object under local environment Thread type, and be corresponding type of emotion by the environmental images data markers；Determine that first physiological data shows that the object does not occur mood swing, it is described right to be obtained according to prefixed time interval It is the 3rd type of emotion as the environmental images data of local environment, and by the environmental images data markers.
- 5. according to the method described in claim 1, it is characterized in that, the method further includes：Obtain behavioral data of the object under local environment；If the behavioral data shows that the object has mutual-action behavior in local environment, the acquisition and the environment shadow are performed As the corresponding teaching resource step of data；If the behavioral data shows that the object does not have mutual-action behavior in local environment, in the acquisition and the environment shadow After the corresponding teaching resource of data, the method further includes：The teaching resource is shown to the object by predetermined manner, obtains the second physiological data of the object；Determine that second physiological data shows that mood swing occurs in the object, analyze second physiological data, update institute State type of emotion of the object under local environment.
- 6. according to the method described in claim 2, it is characterized in that, at least one teaching resource includes at least one subject The content of courses, the feedback letter at least one teaching resource that the monitoring object is included for the teaching programme content Breath, including：At least one dimension data that the object learns at least one section's purpose content of courses in preset time period is monitored, extremely A few dimension data includes one or more of repetitive learning frequency and memory accuracy rate composition；Using the dimension data monitored, determine that the object is directed to the study shape of at least one section's purpose content of courses State；It is described to be based on the feedback information, adjust the species and/or various teaching money of the resource that the teaching programme content includes The ratio in source, including：Based on the learning state of the definite object, at least one section's purpose teaching that the teaching programme content includes is adjusted The ratio of content.
- 7. according to the method described in claim 1, it is characterized in that, described obtain teaching corresponding with the environmental images data Resource, including：Extract the environmental characteristic information in the environmental images data；The environmental characteristic information is compared with the teaching resource that resource database includes；Determine that the resource database includes resource corresponding with the environmental characteristic information, obtain the resource database and include Teaching resource corresponding with the environmental characteristic information；Determine that the resource database does not include teaching resource corresponding with the environmental characteristic information, from third party's acquisition and institute The corresponding teaching resource of environmental characteristic information is stated, and the teaching resource of acquisition is updated to the resource database.
- 8. a kind of Formulating Teaching Program device, it is characterised in that described device includes：First monitoring modular, for first physiological data of the monitoring object under local environment；First mood determining module, for based on first physiological data, determining mood of the object under local environment Type, and obtain environmental images data of the object under local environment；First update module, for obtaining teaching resource corresponding with the environmental images data, and utilizes and the environment shadow The corresponding type of emotion of picture data, updates the class indication of the teaching resource；First schedule determining module, for identifying corresponding ratio according to default different classifications, determines comprising at least one religion Learn the teaching programme content of resource.
- 9. a kind of electronic equipment, it is characterised in that including：Communication interface；Memory, the program of the Formulating Teaching Program method as described in claim 1-7 any one is realized for storing；Processor, for loading and performing described program, including：First physiological data of the monitoring object under local environment；Based on first physiological data, type of emotion of the object under local environment is determined, and obtain the object and exist Environmental images data under local environment；Teaching resource corresponding with the environmental images data is obtained, and utilizes mood class corresponding with the environmental images data Type, updates the class indication of the teaching resource；Corresponding ratio is identified according to default different classifications, determines the teaching programme content for including at least one teaching resource.
- A kind of 10. Formulating Teaching Program system, it is characterised in that the system comprises：First awareness apparatus, for obtaining first physiological data of the object under local environment；Second awareness apparatus, for obtaining the environmental images data under object local environment；Electronic equipment as claimed in claim 9；Resource database, for storing a variety of teaching resources；Terminal device, the teaching programme content sent for receiving the electronic equipment, and show the teaching programme content.
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| CN110675674A (en) * | 2019-10-11 | 2020-01-10 | 广州千睿信息科技有限公司 | Online education method and online education platform based on big data analysis |
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| CN112712218A (en) * | 2021-02-18 | 2021-04-27 | 南昌航空大学 | Online and offline teaching system based on Ebinghaos forgetting curve |
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| CN113077363A (en) * | 2021-03-10 | 2021-07-06 | 天津英华国际学校 | Interactive teaching method and system based on problem driving, electronic equipment and storage medium |
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