CN108873757A - A kind of control method and system of assisted learning - Google Patents
A kind of control method and system of assisted learning Download PDFInfo
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- CN108873757A CN108873757A CN201710319836.1A CN201710319836A CN108873757A CN 108873757 A CN108873757 A CN 108873757A CN 201710319836 A CN201710319836 A CN 201710319836A CN 108873757 A CN108873757 A CN 108873757A
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B19/00—Programme-control systems
- G05B19/02—Programme-control systems electric
- G05B19/04—Programme control other than numerical control, i.e. in sequence controllers or logic controllers
- G05B19/042—Programme control other than numerical control, i.e. in sequence controllers or logic controllers using digital processors
- G05B19/0423—Input/output
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- G—PHYSICS
- G05—CONTROLLING; REGULATING
- G05B—CONTROL OR REGULATING SYSTEMS IN GENERAL; FUNCTIONAL ELEMENTS OF SUCH SYSTEMS; MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS OR ELEMENTS
- G05B2219/00—Program-control systems
- G05B2219/20—Pc systems
- G05B2219/25—Pc structure of the system
- G05B2219/25257—Microcontroller
Abstract
The present invention provides a kind of control method of assisted learning and system, wherein method includes：Data acquisition device obtains the data of learner's working environment, and such as light intensity, the high low data of temperature, control device receives data acquisition device forward data, and opens input unit；Input unit obtains learner's video data and/or audio data, and its operation video data and/or audio data is sent to control device；Control device carries out job request pretreatment, forms operation processing request, is sent to job processing apparatus comprising operation process instruction and instruction pending data, and by operation processing request；Job processing apparatus handles request to operation and carries out operation processing, processing method includes the pattern recognition process of image and/or voice, and/or artificial intelligence process, and/or statistical analysis processing, and/or body posture analysis, and/or artificial treatment, operation processing result is generated, and operation processing result is returned into control device；Control device carries out output pre-treatment to operation processing result, and output result is returned to output device；The output result that output device output-controlling device returns.
Description
Technical field
The present invention relates to field of electric control more particularly to the control methods and system of a kind of assisted learning.
Background technique
As social work rhythm is getting faster, the schoolwork burden of student is increasingly heavier, and parent lacks time and efforts and comes
Education and guidance child's coursework, understand the study condition of child.The present invention a kind of control method of assisted learning and is
System tries hard to solve the problems, such as that child's learning performance is taught, it is intended to remind child to keep correct posture study, ensure the view of child
The normal development of power and body vertebra, each subject study of statistics child spend the time, statistical learning efficiency, when child encounters not
The problem of meeting, it can apply for that operation help is handled, operation help is handled to be carried out by way of artificial intelligence or artificial treatment
Processing.
Summary of the invention
Present invention seek to address that the above problem, provides the control method and system of a kind of assisted learning.
In order to achieve the above objectives, technical solution of the present invention is specifically realized in：
One aspect of the present invention provides a kind of control method of assisted learning, including：
Control device is opened, control input unit, output device, data acquisition device；Data acquisition device is learned
Habit person's work environment data and/or physical condition data；
Input unit obtains learner and/or work data, and is sent to control device；Input unit includes audio-video
Device includes camera and microphone, and the position of camera deployment and number and angle, which should meet, generates learner front and side
Body posture 3-D image requirement in face meets and generates the complete operation audio, video data requirement of learner；
Control device is also used to receive data acquisition device, the data that input unit transmits, and carries out job request and locates in advance
Reason generates job request, is sent to job processing apparatus；Job request pretreatment, refers to control device, to input unit and data
The data that acquisition device obtains extract, and extracting method includes the pattern-recognition and/or artificial intelligence of image and/or voice
Processing obtains request feature, and control device will request feature and matching rule to match, if it matches, then generating learner institute
Instruction pending data needed for the operation process instruction and operation process instruction that need by operation process instruction and is instructed wait locate
Reason data are packaged into operation processing request, and operation processing request is sent to job processing apparatus；If it does not match, according to control
The processing of device default rule；The matching rule refers to that each request feature excites corresponding control device relevant action and/or work
Industry process instruction；Default rule, when indicating that control device is extracted less than feature, the control device movement of default, and default
Operation process instruction method.
Job processing apparatus receives operation processing request, and parsing obtains operation process instruction and instruction pending data, presses
According to operation process instruction, operation processing is carried out to instruction pending data, at pattern recognition process and/or artificial intelligence
Reason and/or statistical analysis processing and/or body posture analysis and/or artificial treatment, form job result data, and will make
Industry result data returns to control device；
The job result data that control device returns to job processing apparatus carry out output pre-treatment；The output pre-treatment
Including control device will parse job result data, data before instructing and exporting before exporting be obtained, according to finger before output
Order is handled, and the processing result exported will be needed to be sent to output device；
Output device output-controlling device returns to data to be output.
The job request preprocess method and/or matching rule method and/or default rule of control device and/or output
Pre-treating method can be updated and be modified.Learner is learned by output device, is modified by input unit, and the method is also
Including：
Alteration ruler needed for learner is inputted by input unit and/or method generate at operation after control device processing
Reason request is sent to job processing apparatus and the rule of update and/or method is sent to control after job processing apparatus processing
Device, control device carry out output pre-treatment, and control device updates new respective rule and/or method, and it is defeated to update result
Output device is arrived out.
One aspect of the present invention provides a kind of system of assisted learning, including：Control device, open, control input unit,
Output device, data acquisition device；Data acquisition device obtains learner's work environment data and/or physical condition data；It is defeated
Enter device, obtains learner and/or work data, and be sent to control device；Input unit includes audio-video equipment, comprising taking the photograph
As head and microphone, the position of camera deployment and number and angle, which should meet, generates learner's a front surface and a side surface body posture three
Image request is tieed up, meets and generates the complete operation audio, video data requirement of learner；Control device is also used to receive data acquisition dress
It sets, the data that input unit transmits, carries out job request pretreatment, generate job request, be sent to job processing apparatus；Operation
Request pretreatment, refers to control device, and the data obtained to input unit and data acquisition device extract, and extracting method includes
The pattern-recognition and/or artificial intelligence process of image and/or voice, obtain request feature, control device will request feature and
It is matched with rule, if it matches, instruction needed for operation process instruction and operation process instruction needed for then generating learner
Operation process instruction and instruction pending data are packaged into operation processing request, operation are handled request hair by pending data
Give job processing apparatus；If it does not match, being handled according to control device default rule；The matching rule refers to each request
Feature excites corresponding control device relevant action and/or operation process instruction；Default rule, control device are preset to can not
Matched input data processing method.
Job processing apparatus, receives operation processing request, and parsing obtains operation process instruction and instruction pending data, presses
According to operation process instruction, operation processing is carried out to instruction pending data, is handled comprising image and/or speech pattern recognition, and/
Or artificial intelligence process and/or statistical analysis handle and/or body posture is analyzed and/or artificial treatment, forms job result
Data, and job result data are returned into control device；
Control device is also used to the job result data that job processing apparatus returns carrying out output pre-treatment；It is described defeated
Pre-treatment out refers to that control device will parse job result data, data before obtaining instruction before exporting and exporting, according to defeated
Instruction is handled before out, and the processing result exported will be needed to be sent to output device；
The data to be output that output device output-controlling device returns.
Control device is also used to update and upgrade job request pretreatment and/or output pre-processing module, and/or matching
Rule and/or default rule.The method and/or rule that the upgrading that needs update is learned by output device, pass through input unit
Modification；Control device can also pass through, and amending method needed for inputting in input unit generates operation processing after control device processing
Request is sent to job processing apparatus and new method and/or rule is sent to control device after job processing apparatus processing,
Control device carries out output pre-treatment, the method and/or rule that update control apparatus need to be modified, and will export pre-treatment result
In data to be output be output to output device.
Detailed description of the invention
In order to illustrate the technical solution of the embodiments of the present invention more clearly, required use in being described below to embodiment
Attached drawing be briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for this
For the those of ordinary skill in field, without creative efforts, it can also be obtained according to these attached drawings other
Attached drawing.
Fig. 1 is a kind of system structure diagram for assisted learning that the present invention is implemented；
Fig. 2 is a kind of flow chart of the control method of assisted learning provided in an embodiment of the present invention.
Specific embodiment
With reference to the attached drawing in the embodiment of the present invention, technical solution in the embodiment of the present invention carries out clear, complete
Ground description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.Based on this
The embodiment of invention, every other implementation obtained by those of ordinary skill in the art without making creative efforts
Example, belongs to protection scope of the present invention.
In the description of the present invention, it is to be understood that, term " problem is sought help ", " submission ", " problem reply ", " problem
Reply finishes ", " XX ", " XX fault " etc. indicate instruction name or signal language, be merely for convenience of the description present invention and
Simplify and describes, rather than instruction name, the signal language that the device or element of indication or suggestion meaning must have, therefore cannot understand
For limitation of the present invention.
In the description of the present invention, it should be noted that unless otherwise clearly defined and limited, term " installation ", " phase
Even ", " connection " shall be understood in a broad sense, for example, it may be being fixedly connected, may be a detachable connection, or be integrally connected；It can
To be mechanical connection, it is also possible to be electrically connected；It can be directly connected, can also can be indirectly connected through an intermediary
Connection inside two elements.For the ordinary skill in the art, above-mentioned term can be understood at this with concrete condition
Concrete meaning in invention.
The embodiment of the present invention is described in further detail below in conjunction with attached drawing.
The embodiment of the invention provides a kind of systems of assisted learning, and using the system, learner can be in assisted learning
Under system help, learning performance is carried out, assistant learning system will pass through study of the data of audio-video input unit to learner
Whether posture is analyzed, remind learner's posture correct by output device, and learner can be by voice or specific dynamic
The method for making to input, the operation of calling operation processing unit handle help, and job processing apparatus is in artificial intelligence or audio-video
Pattern recognition process answers learner's request next time can access artificial treatment if do not handled, and job processing apparatus is by operation
The result of processing passes control device back, and control device analyzes operation processing result, and the output par, c for the result that operation is handled
Learner is fed back to by output device.
Fig. 1 shows the structural schematic diagram of the system of assisted learning provided in an embodiment of the present invention, referring to Fig. 1, the present invention
The system for the assisted learning that embodiment provides, the system can include at least：Control device 10, input unit 20, output device
30, job processing apparatus 40 and data acquisition device 50.
Input unit 20 includes audio-video capture devices in the implementation case, and video acquisition device includes front, and
Positive side two binocular camera, audio, which obtains, uses microphone, and audio-video capture devices are connected with control device.
Output device 30 includes audio-visual output device, in the implementation case, video output, using liquid crystal display, sound
Frequency exports, and using loudspeaker, audio-visual output device is connected with control device.
Data acquisition device 50 is connected comprising light sensor with control device.
Control device 10 is opened, control input unit 20, opens output device 30, turn-on data acquisition device 50；
Control device 10 is also used to initiating task request preprocessing module, loads matching rule and default rule；This reality
Applying case current matching rule is：When job request pretreatment has detected the input of " problem is sought help " phonetic feature, control dress
The operation image for shooting current learner by video acquisition device camera is set, and shows operation image on an output device,
When job request pretreatment detects the input of " submission " phonetic feature, operation image and " problem is sought help " instruction are packaged and are generated
Operation processing request, is sent to job processing apparatus；
Specifically, control device 10 can be arranged separately as an equipment, can also be used as one in certain equipment
Module realizes that this as long as the function of control device 10 of the present invention may be implemented, should belong to this in the present invention and with no restrictions
The protection scope of invention.
Control device 10, the pretreated default rule of job request are：Appoint when job request preprocessing module can't detect
When what voice input, control device separated in time shoots multiple groups photo, synthetic job person by positive binocular camera
Front 3 d pose, calculate eyes arrive workbench distance, pass through side binocular camera, the multiple groups photo of shooting, synthesis learning
Habit person side 3 d pose judges whether posture is correct by the comparison with correct posture, when the position " XX " fault
When, learner " XX fault " is prompted by the microphone of output device.Work as data acquisition device, the light intensity of acquisition
Lower than preset value, or shooting picture it is unintelligible when, insufficient light is prompted by output device.
Specifically, control device 10, job request preprocessing module, output pre-processing module and matching rule and default
Rule can be arranged and update according to the demand of learner, be within the scope of protection of the invention.Control device, by defeated
Device 30 is learned out, before modifying configuration rule, default rule, job request preprocessing module, output by input unit 20
Manage module；Control device modifies configuration rule, default rule needed for can also inputting by input unit 20, and job request is located in advance
Module is managed, operation processing request is generated after the processing of control device 10, job processing apparatus 40 is sent to, at job processing apparatus 40
After reason, new rule and module are sent to control device 10, control device 10 carries out output pre-treatment, update control apparatus
10 correlation methods, and output device 30 is output to by result is updated.
Specifically, the job request preprocessing module of control device 10 and/or output pre-processing module, can be separately provided
It also can be set in control device 10 for an equipment as a module, this is in the present invention and with no restrictions.
As an optional embodiment of the embodiment of the present invention, job request preprocessing module can define other non-
The input of " problem is sought help " phonetic feature, is also possible to motion characteristic or gesture, and the corresponding control device of this feature and learner hand over
Mutually processing can be multiple interactions, and interactive process can also be different.The treatment process of default rule can also be revised as directly
The audio, video data for obtaining input unit, is transmitted directly to job processing apparatus, carries out operation processing by job processing apparatus.This
In the present invention and with no restrictions, as long as the function of control device 10 of the present invention may be implemented, it should belong to protection of the invention
Range.
Job processing apparatus 40 is connected with control device, receives the operation processing request that control device 10 transmits, carries out
Operation processing；Parsing obtains the instruction and corresponding operation image data of " problem is sought help ", and image steganalysis is called to calculate
The problem of method identifies the text for including in image or number, character, is refined into literal expression carries out pattern match and/or people
Work Intelligent treatment generates job result data, the number of results comprising " problem reply " instruction and this " problem reply " instruction
According to wherein result data is with answer result the problem of text or pictorial manner expression and user reminding interaction data.At operation
It manages device and job result data is sent to control device 10.
Specifically, job processing apparatus, such as can be mobile phone, computer, server, PDA, PAD etc. are also possible to one
The terminal of built-in control program, this is in the present invention and with no restrictions.
Control device 10 receives job result data, carries out output pre-treatment；Extract the finger of job result data
It enables, " problem replys ", and instructs corresponding result data, problem solving result and user reminding interaction data, and by result
Data are sent to output device 30.
Output device 30 receives the data that control device 10 is sent, and directly output problem solving result is in display screen
On, and user is replied by microphone, remind interaction data " problem reply finishes ".
Fig. 2 shows a kind of flow chart of the control method of assisted learning of the invention, one kind provided in an embodiment of the present invention
The control method of assisted learning is applied to above system, below only to a kind of control of assisted learning provided in an embodiment of the present invention
Method is briefly described, other unaccomplished matters, please refers to the above-mentioned explanation to system, details are not described herein.Referring to fig. 2, originally
A kind of control method for assisted learning that inventive embodiments provide, including：
S201, control device are opened, control input unit, output device, data acquisition device；
S202, data acquisition device obtain learner's work environment data and/or physical condition data；Input unit obtains
Learner and working audio, video data；
S203, control device carry out job request pretreatment to the data of input；
S204, the job request preprocessing module of control device load matching rule, default rule；
S205, the job request preprocessing module of control device do not capture any phonetic feature by speech recognition,
Default rule processing is then carried out, learner's attitude monitoring is carried out；
It is defeated to capture " problem is sought help " voice by speech recognition for S206, the job request preprocessing module of control device
Enter；
S207, the job request preprocessing module of control device input matching rule according to " problem is sought help " voice, call
Input unit shooting operation image, is sent to output device, and the present embodiment is display screen；
S208, after job request preprocessing module and learner's interactive voice " submission " confirmation of control device, by operation
Image and " problem is sought help " instruction are packed into job request and send job processing apparatus；
S209, job processing apparatus carry out operation processing, obtain " problem is sought help " instruction and operation image, carry out mould
Formula matching and/or artificial intelligence process, generate job result data；When being unable to artificial intelligence process, artificial treatment can access.
Job result data are sent to control device by S210, job processing apparatus；
S2011, control device call output pre-processing module to handle job result data；
S2012, control device will need output par, c to be respectively outputted to display screen and microphone in job result data.
A kind of control method of the assisted learning provided through the embodiment of the present invention, learner can be in assistant learning systems
Under help, learning performance is carried out, assistant learning system will pass through learning posture of the data to learner of audio-video input unit
It is analyzed, reminds learner's posture whether correct by output device, and learner can be defeated by voice or specific action
The method entered, the operation of calling operation processing unit handle help, and job processing apparatus is in artificial intelligence or audio-video mode
Identifying processing answers learner's request next time, if do not handled, can access artificial treatment, job processing apparatus handles operation
Result pass control device back, control device analyzes operation processing result, and the output par, c of the result of operation processing is passed through
Output device feeds back to learner.
Any process described otherwise above or method description are construed as in flow chart or herein, and expression includes
It is one or more for realizing specific logical function or process the step of executable instruction code module, segment or portion
Point, and the range of the preferred embodiment of the present invention includes other realization, wherein can not press shown or discussed suitable
Sequence, including according to related function by it is basic simultaneously in the way of or in the opposite order, to execute function, this should be of the invention
Embodiment person of ordinary skill in the field understood.
It should be appreciated that each section of the invention can be realized with hardware, software, firmware or their combination.Above-mentioned
In embodiment, software that multiple steps or method can be executed in memory and by suitable instruction execution system with storage
Or firmware is realized.It, and in another embodiment, can be under well known in the art for example, if realized with hardware
Any one of column technology or their combination are realized：With for realizing the logic gates of logic function to data-signal
Discrete logic, with suitable combinational logic gate circuit specific integrated circuit, programmable gate array (PGA), scene
Programmable gate array (FPGA) etc..
Those skilled in the art are understood that realize all or part of step that above-described embodiment method carries
It suddenly is that relevant hardware can be instructed to complete by program, the program can store in a kind of computer-readable storage medium
In matter, which when being executed, includes the steps that one or a combination set of embodiment of the method.
It, can also be in addition, each functional unit in each embodiment of the present invention can integrate in a processing module
It is that each unit physically exists alone, can also be integrated in two or more units in a module.Above-mentioned integrated mould
Block both can take the form of hardware realization, can also be realized in the form of software function module.The integrated module is such as
Fruit is realized and when sold or used as an independent product in the form of software function module, also can store in a computer
In read/write memory medium.
Storage medium mentioned above can be read-only memory, disk or CD etc..
In the description of this specification, reference term " one embodiment ", " some embodiments ", " example ", " specifically show
The description of example " or " some examples " etc. means specific features, structure, material or spy described in conjunction with this embodiment or example
Point is included at least one embodiment or example of the invention.In the present specification, schematic expression of the above terms are not
Centainly refer to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be any
One or more embodiment or examples in can be combined in any suitable manner.
Although the embodiments of the present invention has been shown and described above, it is to be understood that above-described embodiment is example
Property, it is not considered as limiting the invention, those skilled in the art are not departing from the principle of the present invention and objective
In the case where can make changes, modifications, alterations, and variations to the above described embodiments within the scope of the invention.The scope of the present invention
By appended claims and its equivalent limit.
Claims (9)
1. a kind of method of assisted learning, which is characterized in that including：
Data acquisition device obtains learner's work environment data and/or physical condition data, and is sent to control device；
The control device receives the data of data acquisition device acquisition, and opens input unit and output device；
The input unit inputs learner and/or learner's work data；
The control device carries out the data of the data input of the input unit and/or data acquisition device acquisition
Job request pretreatment generates operation processing request, and operation processing request is transferred to job processing apparatus；
The job processing apparatus receives the operation processing request of the control device, carries out operation processing, generate operation
Processing result, and the operation processing result is returned into the control device；
The control device receives the operation processing result, carries out output pre-treatment, and data to be output are sent to output dress
It sets；
The output device, the data to be output come to control device transmission export.
2. method according to claim 1, which is characterized in that the learner and/or learner obtained from the input unit
Work data includes audio, video data.
3. method according to claim 1 or claim 2, which is characterized in that the job request pretreatment side of the control device
Method includes：
To the data obtained from the input unit and/or the data acquisition device, data extraction, data extraction method are carried out
Comprising image and/or audio recognition method, and or artificial intelligence method；Data are extracted to obtain request feature and matching rule
It is then matched, if it matches, then generating the operation processing request, operation processing request is sent to the operation and is handled
Device, if it does not match, being handled according to control device default rule；
The operation processing request, includes operation process instruction and instruction pending data；
The matching rule, refers to the operation preprocess method setting of the control device, calls phase for each request feature
The matched control device relevant action and/or operation process instruction；
Described instruction pending data, for what is obtained needed for instruction from the input unit and/or the data acquisition device
Data and or control device extract data；
Default rule processing is that the control device is preset to can not matched input data processing method.
4. according to claim 1 or 3 the methods, which is characterized in that the job request pretreatment side of the control device
Method and/or matching rule and/or default rule and/or output pre-treating method, can update and modify.Learner passes through institute
It states output device to learn, be modified by the input unit, the method also includes：
Amending method needed for learner is inputted by the input unit or rule generate at operation after the control device processing
Reason request is sent to the job processing apparatus and sends out the method for update and/or rule after the job processing apparatus processing
Give the control device, the control device carries out output pre-treatment, update control device method to be updated and/or
Rule, and the output device is output to by result is updated.
5. method according to claim 1, which is characterized in that the job processing apparatus receives the control device and transmits
The operation handle request, carry out operation processing, parsing obtains operation process instruction and instruction pending data, and according to work
Industry process instruction handles instruction pending data；Job processing method includes that image and/speech pattern recognition are handled,
And/or artificial intelligence process and/or statistical analysis processing and/or body posture analysis and/or artificial treatment, and by operation
Processing result returns to the control device.
6. a kind of system of assisted learning, which is characterized in that including：
Input unit inputs learner and/or learner's work data, and is sent to control device；
Data acquisition device acquires learner's work environment data and/or physical condition data, and is sent to the control dress
It sets；
Output device transmits next data to be output to the control device and exports；
The control device opens or closes, controls the input unit, opens or closes, controls the output device, receives
The data of the input unit and/or the data acquisition device；To the data and/or the data of input unit input
The data of acquisition device acquisition, carry out job request pretreatment, generate operation processing request Concurrency and are sent to job processing apparatus；It connects
The operation processing result that the job processing apparatus returns is received, and output pre-treatment is carried out to the operation processing result, is generated
Data to be output are sent to the output device；
The job processing apparatus receives the operation processing request of the control device, carries out operation processing, generate operation processing
As a result, and the operation processing result is returned to the control device；The job processing method includes pattern recognition process,
And/or artificial intelligence process and/or statistical analysis handle and/or body posture analysis handles and/or artificial treatment.
7. system described according to claim 6 or 7, which is characterized in that the input unit includes audio-video capture devices, packet
Containing camera and microphone, the position of camera deployment, number, angle should meet and generate learner's a front surface and a side surface body appearance
The requirement of state 3-D image meets and generates the complete operation audio, video data requirement of learner；Its output device is exported comprising audio-video
Device, the data sent for exporting the control device.
8. system according to claim 6, which is characterized in that the job request of the control device pre-processes, including
Learner and/or learner's work data are obtained from the input unit, obtains working environment and/or body from data acquisition device
Body status data carries out data extraction, obtains request feature, the request feature and matching rule are matched, if it matches,
The operation processing request is then generated, operation processing request is sent to the job processing apparatus；If it does not match, pressing
According to the processing of control device default rule；The job request pretreatment, data extraction method include image and/or speech recognition side
Method, and or artificial intelligence method；The operation processing request, includes operation process instruction and instruction pending data；It is described
Matching rule refers to that each request feature excites the corresponding control device relevant action and/or operation process instruction；The finger
Enable pending data, for needed for instructing the data obtained from the input unit and/or the data acquisition device and or institute
State the data of control device extraction；Default rule processing is that the control device is preset to can not matched input data
Processing method.
9. system according to claim 6, which is characterized in that the control device, it can be described by the input unit
Output device repeatedly carries out man-machine interactively and carrys out clear learner's demand with learner, forms operation processing request, exchange method packet
Method containing audio-video.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710319836.1A CN108873757A (en) | 2017-05-09 | 2017-05-09 | A kind of control method and system of assisted learning |
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| Application Number | Priority Date | Filing Date | Title |
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| CN201710319836.1A CN108873757A (en) | 2017-05-09 | 2017-05-09 | A kind of control method and system of assisted learning |
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| CN108873757A true CN108873757A (en) | 2018-11-23 |
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| CN201710319836.1A Pending CN108873757A (en) | 2017-05-09 | 2017-05-09 | A kind of control method and system of assisted learning |
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