CN109063213A - A kind of learning and education method based on robot, device, medium and equipment - Google Patents
A kind of learning and education method based on robot, device, medium and equipment Download PDFInfo
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Abstract
The present invention provides a kind of learning and education method based on robot, device, medium and equipment.The method, comprising: establish general course map；Based on the course map, the rudimentary knowledge map of user is established；According to the rudimentary knowledge map and course map, personalized learning Content is exported to user.By means of the invention it is possible to export personalized learning Content to user, preferably help student learns various courses and extracurricular knowledge.
Description
Technical field
The present invention relates to intelligent robot technology fields, and in particular to a kind of learning and education method based on robot, dress
It sets, medium and equipment.
Background technique
Current children robot is mostly that course content is simply deposited in cloud, when needing to call, utilizes TTS skill
Art allows robot to play course content by voice.Meanwhile it being concentrated on there are also many children robots and tells a story, plays for children
Child's song plays the simple amusement sexuality such as riddle for children, and broadcasting content is consistent, cannot provide for user targetedly
Learning Content.
Summary of the invention
For the defects in the prior art, the present invention provides a kind of learning and education method based on robot, can to
The personalized learning Content of family output, preferably help student learn various courses and extracurricular knowledge.
In a first aspect, the present invention provides a kind of learning and education methods based on robot, comprising:
Establish general course map；
Based on the course map, the rudimentary knowledge map of user is established；
According to the rudimentary knowledge map and course map, personalized learning Content is exported to user.
It is optionally, described to establish general course map, comprising:
According to the keyword in every subjects, keyword dictionary is established；
According to the sequence that keyword occurs, the teaching material of each subject of each grade is handled, each subject pair of each grade is established
The interdependent knowledge mapping answered；
According to interdependent knowledge mapping Emergent Curriculum map.
Optionally, the rudimentary knowledge map, comprising: basic information, curriculum information and the customized information of user；
Wherein, the curriculum information is generated according to the basic information of user and the course map.
Optionally, after the step of being based on the course map, establishing the rudimentary knowledge map of user, further includes:
Rudimentary knowledge map described in real-time update.
Optionally, rudimentary knowledge map described in the real-time update, comprising:
According to the basic information of user, study schedule and course map, curriculum information described in real-time update；
According to the real-time learning situation of user, customized information described in real-time update.
Optionally, according to the rudimentary knowledge map and course map, personalized learning Content, packet are exported to user
It includes:
According to the rudimentary knowledge map and course map, personalized learn is exported to user by the way of multi-modal
Content.
Second aspect, the present invention provide a kind of study educational devices based on robot, comprising:
General map establishes module, for establishing general course map；
Basic map establishes module, for being based on the course map, establishes the rudimentary knowledge map of user；
Content output module, for exporting personalized to user according to the rudimentary knowledge map and course map
Practise content.
The third aspect, the present invention provide a kind of computer readable storage medium, are stored thereon with computer program, the program
Learning and education method of one of the first aspect based on robot is realized when being executed by processor.
Fourth aspect, the present invention provide a kind of study educational facilities based on robot, comprising: memory, processor and
The computer program that can be run on a memory and on a processor is stored, the processor realizes first when executing described program
Learning and education method of one of the aspect based on robot.
The present invention is by establishing the rudimentary knowledge map of general course map and user, according to the rudimentary knowledge figure of user
Spectrum and general course map can export personalized learning Content to user, and preferably help student learns various courses
And extracurricular knowledge.
A kind of study educational devices based on robot, a kind of computer readable storage medium and one kind provided by the invention
Study educational facilities based on robot, with it is above-mentioned it is a kind of based on the learning and education method of robot for identical invention structure
Think, beneficial effect having the same.
Detailed description of the invention
It, below will be to specific in order to illustrate more clearly of the specific embodiment of the invention or technical solution in the prior art
Embodiment or attached drawing needed to be used in the description of the prior art are briefly described.In all the appended drawings, similar element
Or part is generally identified by similar appended drawing reference.In attached drawing, each element or part might not be drawn according to actual ratio.
Fig. 1 is a kind of flow chart of the learning and education method based on robot provided by the invention；
Fig. 2 is a kind of schematic diagram of interdependent knowledge mapping provided by the invention；
Fig. 3 is a kind of schematic diagram of the study educational devices based on robot provided by the invention.
Specific embodiment
It is described in detail below in conjunction with embodiment of the attached drawing to technical solution of the present invention.Following embodiment is only used for
Clearly illustrate technical solution of the present invention, therefore be intended only as example, and cannot be used as a limitation and limit protection of the invention
Range.
It should be noted that unless otherwise indicated, technical term or scientific term used in this application should be this hair
The ordinary meaning that bright one of ordinary skill in the art are understood.
The present invention provides a kind of learning and education method based on robot, device, medium and equipment.With reference to the accompanying drawing
The embodiment of the present invention is illustrated.
Referring to FIG. 1, Fig. 1 is a kind of stream for learning and education method based on robot that the specific embodiment of the invention provides
Cheng Tu, a kind of learning and education method based on robot provided in this embodiment, comprising:
Step S101: general course map is established.
Step S102: it is based on the course map, establishes the rudimentary knowledge map of user.
Step S103: according to the rudimentary knowledge map and course map, personalized learning Content is exported to user.
By establishing the rudimentary knowledge map of general course map and user, according to the rudimentary knowledge map of user and lead to
Course map, can export personalized learning Content to user, and preferably help student learns various courses and extracurricular
Knowledge.
Wherein, general course map refers to the content knowledge that should learn and grasp in specific grade comprising given area
The knowledge mapping of point.Course map is made of multiple interdependent knowledge mappings.
Establishing general course map time spectrum, comprising the following steps:
The first step establishes keyword dictionary according to the keyword in every subjects；
Second step handles the teaching material of each subject of each grade, it is each to establish each grade according to the sequence that keyword occurs
The corresponding interdependent knowledge mapping of subject；
Third step, according to interdependent knowledge mapping Emergent Curriculum map.
It, can be by establishing manually when the first step establishes keyword dictionary, it can also be by crawling each subject teaching notes point
Analysis obtains.It include the profession and proper noun in every subjects in keyword dictionary.For example, operator keyword in mathematics,
The element keyword (periodic table of elements, chemical formula) in clause keyword, chemistry in Chinese language.
When second step establishes interdependent knowledge mapping, the textbook of each grade of each subject is respectively processed, according to key
The sequence that word occurs, establishes the corresponding interdependent knowledge mapping of each grade of each subject.It is established according to the sequence that keyword occurs interdependent
Relationship is because general course can first tell about rudimentary knowledge point, otherwise student's indigestion when telling about.It therefore can be with
The basis of knowledge point is told about after thinking the knowledge point first told about in a certain teaching material and being.In the grade and area for knowing user
Afterwards, it is known that the teaching material that active user is learning, can also find the corresponding dependence knowledge mapping of the teaching material.
For example, the mathematics textbook to a certain grade is analyzed, find to occur in a certain section keyword " arithmetic ",
" operation law ", " add operation law ", " multiplying law " etc., the dependence knowledge mapping of foundation is as shown in Figure 2.
User can deduce user to the Grasping level of corresponding knowledge point, e.g., user during learning, inscribing
Multiplying error is done, add operation topic can be pushed to user, it is known that user has grasped and multiplied after user opposes
The interdependent add operation of method operation, then the topic that multiplication defines is pushed to user, discovery user malfunctions, then multiplication can be defined,
Multiplication carries out reinforcement training, so that user grasps multiplication law.
The every subjects each grade dependence knowledge mapping that second step is established is arranged in order, Emergent Curriculum figure
Spectrum.
In a specific embodiment provided by the invention, rudimentary knowledge map, may include: user basic information,
Curriculum information and customized information；Wherein, the curriculum information is generated according to the basic information of user and the course map.
Wherein, the basic information of user may include: user's name/ID, age of user, user's gender, station address, use
Family grade etc..
Curriculum information may include: user grasped, need repeat, study in, content to be learned, will not temporarily contact
Content etc..
The case where for known users area and grade, can be learnt just by the dependence of analysis course and knowledge point
The content that step user has learnt, is to be learned, wouldn't learn.For example, the content that need to learn in this term is content to be learned, before
What is learnt in term is the content learnt, and what term later learnt is the content that wouldn't learn.
The customized information of user may include: the number of repetition of user knowledge point, user to the mistake of certain knowledge point
Number, the time of certain knowledge point study, progress of some knowledge point study etc..
In a specific embodiment provided by the invention, it is being based on the course map, is establishing the rudimentary knowledge of user
It can also include: rudimentary knowledge map described in real-time update after the step of map.
Since user is in learning process, learning Content is changing in real time, and Grasping level is also changing, and therefore, it is necessary to realities
The rudimentary knowledge map of Shi Gengxin user.
When updating rudimentary knowledge map, may include: according to the basic information of user, study schedule and course map,
Curriculum information described in real-time update；According to the real-time learning situation of user, customized information described in real-time update.
Since the basic information of user directly determines the corresponding interdependent knowledge mapping of user, therefore, it is necessary to according to user's
Basic information and course map and study schedule update curriculum information.Further according to the real-time learning situation of user, real-time update
Customized information, and then suitable learning Content is provided in time for user.
During being trained, user can be filled in the user personalized information in user base knowledge mapping
Number, the number of error etc. of training specific knowledge point.These information can be used for user's end of term and review, for malfunctioning often
Knowledge point carry out repetition training, for do not learn or learn number it is few knowledge point progress supplementary training.
In a specific embodiment provided by the invention, according to the rudimentary knowledge map and course map, to user
Export learning Content, may include: according to the rudimentary knowledge map and course map, it is defeated to user by the way of multi-modal
Learning Content out.
Robot can be handed over when explaining to user or interacting with user by voice, body action etc. and user
Mutually, guidance user study.
In addition, in the present invention, robot can collect the expression of user, voice by camera, microphone, pass through expression
Focus, the anxiety degree etc. that user is known with speech analysis remind user, in the successive learning time when user is not absorbed in
User's rest eyes etc. are reminded when too long, carry out multi-modal interaction with user.
The present invention is able to record by utilizing knowledge mapping and artificial intelligence the relevant technologies, tracks one or more children
The particular situations such as learning state, efficiency, frequency, and according to above- mentioned information be automatically children customization, the corresponding course of matching,
Knowledge point, topic, study duration etc., help student preferably to learn various courses and extracurricular knowledge.
More than, it is a kind of learning and education method based on robot provided by the invention.
It is corresponding based on inventive concept identical with a kind of above-mentioned learning and education method based on robot, this
Inventive embodiments additionally provide a kind of study educational devices based on robot, as shown in Figure 3.Due to the basic phase of Installation practice
Like and embodiment of the method, so describing fairly simple, the relevent part can refer to the partial explaination of embodiments of method.
A kind of study educational devices based on robot provided by the invention, comprising:
General map establishes module 101, for establishing general course map；
Basic map establishes module 102, for being based on the course map, establishes the rudimentary knowledge map of user；
Content output module 103, for exporting personalization to user according to the rudimentary knowledge map and course map
Learning Content.
In a specific embodiment provided by the invention, the general map establishes module 101, comprising:
Keyword dictionary establishes unit, for establishing keyword dictionary according to the keyword in every subjects；
Interdependent map establishes unit, the sequence for being occurred according to keyword, at the teaching material of each subject of each grade
Reason, establishes the corresponding interdependent knowledge mapping of each subject of each grade；
Course map generation unit, for according to interdependent knowledge mapping Emergent Curriculum map.
In a specific embodiment provided by the invention, the rudimentary knowledge map, comprising: the basic information of user,
Curriculum information and customized information；
Wherein, the curriculum information is generated according to the basic information of user and the course map.
In a specific embodiment provided by the invention, described device, further includes:
Update module, for rudimentary knowledge map described in real-time update.
In a specific embodiment provided by the invention, the update module, comprising:
Curriculum information updating unit, for according to the basic information of user, study schedule and course map, real-time update institute
State curriculum information；
Customized information updating unit, for the real-time learning situation according to user, customized information described in real-time update.
In a specific embodiment provided by the invention, the content output module 103 is specifically used for:
According to the rudimentary knowledge map and course map, personalized learn is exported to user by the way of multi-modal
Content.
More than, it is a kind of study educational devices based on robot provided by the invention.
It is corresponding based on inventive concept identical with a kind of above-mentioned learning and education method based on robot, this
Inventive embodiments additionally provide a kind of computer readable storage medium, are stored thereon with computer program, and the program is by processor
A kind of above-mentioned learning and education method based on robot is realized when execution.
As shown from the above technical solution, a kind of computer readable storage medium provided in this embodiment, is stored thereon with meter
Calculation machine program when the program is executed by processor, using knowledge mapping and artificial intelligence the relevant technologies, is able to record, tracks one
The particular situations such as a or multiple children's study states, efficiency, frequency, and according to above- mentioned information be automatically children customization,
With corresponding course, knowledge point, topic, study duration etc., student is helped preferably to learn various courses and extracurricular knowledge.
It is corresponding based on inventive concept identical with a kind of above-mentioned learning and education method based on robot, this
Inventive embodiments additionally provide a kind of study educational facilities based on robot, comprising: memory, processor and are stored in storage
On device and the computer program that can run on a processor, the processor are realized above-mentioned a kind of based on machine when executing described program
The learning and education method of device people.
As shown from the above technical solution, a kind of study educational facilities based on robot provided in this embodiment, pass through benefit
With knowledge mapping and artificial intelligence the relevant technologies, it is able to record, tracks one or more children's study states, efficiency, frequency
Etc. particular situations, and be automatically children customization, the corresponding course of matching, knowledge point, topic, study duration according to above- mentioned information
Deng, help student preferably learn various courses and extracurricular knowledge.
In specification of the invention, numerous specific details are set forth.It is to be appreciated, however, that the embodiment of the present invention can be with
It practices without these specific details.In some instances, well known method, structure and skill is not been shown in detail
Art, so as not to obscure the understanding of this specification.
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
It must be directed to identical embodiment or example.Moreover, particular features, structures, materials, or characteristics described can be in office
It can be combined in any suitable manner in one or more embodiment or examples.In addition, without conflicting with each other, the skill of this field
Art personnel can tie the feature of different embodiments or examples described in this specification and different embodiments or examples
It closes and combines.
Finally, it should be noted that the above embodiments are only used to illustrate the technical solution of the present invention., rather than its limitations；To the greatest extent
Pipe present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: its according to
So be possible to modify the technical solutions described in the foregoing embodiments, or to some or all of the technical features into
Row equivalent replacement；And these are modified or replaceed, various embodiments of the present invention technology that it does not separate the essence of the corresponding technical solution
The range of scheme should all cover within the scope of the claims and the description of the invention.
Claims (9)
1. a kind of learning and education method based on robot characterized by comprising
Establish general course map；
Based on the course map, the rudimentary knowledge map of user is established；
According to the rudimentary knowledge map and course map, personalized learning Content is exported to user.
2. the method according to claim 1, wherein described establish general course map, comprising:
According to the keyword in every subjects, keyword dictionary is established；
According to the sequence that keyword occurs, the teaching material of each subject of each grade is handled, it is corresponding to establish each subject of each grade
Interdependent knowledge mapping；
According to interdependent knowledge mapping Emergent Curriculum map.
3. the method according to claim 1, wherein the rudimentary knowledge map, comprising: the basis letter of user
Breath, curriculum information and customized information；
Wherein, the curriculum information is generated according to the basic information of user and the course map.
4. according to the method described in claim 3, it is characterized in that, the basis for establishing user is known being based on the course map
After the step of knowing map, further includes:
Rudimentary knowledge map described in real-time update.
5. according to the method described in claim 4, it is characterized in that, rudimentary knowledge map described in the real-time update, comprising:
According to the basic information of user, study schedule and course map, curriculum information described in real-time update；
According to the real-time learning situation of user, customized information described in real-time update.
6. the method according to claim 1, wherein according to the rudimentary knowledge map and course map, Xiang Yong
The personalized learning Content of family output, comprising:
According to the rudimentary knowledge map and course map, exported in personalized study by the way of multi-modal to user
Hold.
7. a kind of study educational devices based on robot characterized by comprising
General map establishes module, for establishing general course map；
Basic map establishes module, for being based on the course map, establishes the rudimentary knowledge map of user；
Content output module, for being exported to user in personalized study according to the rudimentary knowledge map and course map
Hold.
8. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the program is held by processor
Method described in one of claim 1-6 is realized when row.
9. a kind of study educational facilities based on robot, comprising: memory, processor and storage on a memory and can located
The computer program run on reason device, which is characterized in that the processor realizes one of claim 1-6 when executing described program
The method.
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| CN109902187A (en) * | 2019-03-21 | 2019-06-18 | 广东小天才科技有限公司 | Method and device for constructing characteristic knowledge graph and terminal equipment |
| CN110223540A (en) * | 2019-06-13 | 2019-09-10 | 广东小天才科技有限公司 | Information interactive learning method and system for learning robot and storage medium |
| CN112035680A (en) * | 2020-09-15 | 2020-12-04 | 重庆广播电视大学重庆工商职业学院 | Knowledge graph construction method of intelligent auxiliary learning machine |
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