CN110008780A - A method of the intelligent operation realized based on two dimensional code - Google Patents
A method of the intelligent operation realized based on two dimensional code Download PDFInfo
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Abstract
A method of the intelligent operation realized based on two dimensional code, it is taken pictures and is parsed to paper by electronic product after answer and generate paper two dimensional code, two dimensional code includes student ID and paper ID, it scans paper objective selection and inscribes answer part, with machine learning techniques, cognometrics green hand writes multiple-choice question course of solving questions, and answer is put in storage, it is compared with the answer in database, to which judgement is achieved the result, it has neat handwriting and result is directly showed to the terminal of user, and in the answer area of course of solving questions, on the one hand it is had neat handwriting degree using machine learning techniques automatic identification, acquisition, which has neat handwriting, score and to be put in storage, on the other hand course of solving questions is read and appraised with the presence or absence of problem by teacher, teacher is obtained to read and appraise and be put in storage, and result is showed to the terminal of user.Final system can inscribe situation according to student's mistake and be reviewed appearance to correct topic in conjunction with ebbinghaus curve, and the paper for reviewing examination question still uses above-mentioned process, dramatically reduce the work load of teacher.
Description
Technical field
The present invention relates to be applied to systems technology field in teaching, and in particular to a kind of to be made based on the intelligence that two dimensional code is realized
The method of industry.
Background technique
It is all desirable in existing some tutoring systems around teacher, student, which is completely independent, to be relied on topic and be parsed
Study, however in reality, artificial intelligence or can solve education instruct in words and by deeds in explain in words, can not but solve the problems, such as to teach others by his own example.
The patent that specifically can refer to CN201510067999.6, this patent discloses two dimensional codes in topic, each topic to have certainly
Oneself two dimensional code, the corresponding answer of each topic and parsing can be obtained by being scanned the two-dimensional code by mobile phone, in addition patent
The patent of CN201710351582.1 discloses a kind of paper based on two-dimensional code scanning, and paper can be obtained after scanning the two-dimensional code
Parsing and explanation, student according to circumstances activates the topic oneself to do wrong and the topic that will not do.But above-mentioned skill can not be passed through
Art realizes the division of examination question complexity and is independently selected a topic by the knowledge of students that tradition stays operation mode, institute
There is students' work unified, since class size is excessive, corrects duplicate operation and waste effective explanation time of teacher, and lead
Skilled content is caused to repeat to do, unskilled content cannot get due practice, and Quan Banyi people, which finishes, to copy word by word mutually, cause
Task performance is of low quality, and knowledge point grasp is not thorough, to be difficult to obtain good result.In addition, young teacher lacks promotion
The experience of student performance, also lacking energy is that all students formulate reasonable Learning Scheme, this brings to education automation
Extreme difficulty.
In addition, Pencil with 2B hardness coating writing answer sheet technology is currently more outstanding examination objective item automatic marking technology, but such as
For fruit when training class does one's exercises, often doing needs coating writing answer sheet primary once inscribing, more wasteful learning time.And student is frequent only
There is one-pen, pencil leads to not carry out card-coating operation because pen tip is easily broken inconvenient to carry.In addition answer card technique is special
It is designed for the same examination paper of all people to take an examination, what in fact student needed gives over to industry according to personal considerations, and
The same operation of not all people.
Summary of the invention
The purpose of the present invention is to solve disadvantages existing in the prior art, and the one kind proposed is realized based on two dimensional code
Intelligent operation method, not only improve deficiency in the prior art, and the working efficiency of teacher can also be improved and subtracted
Light work burden.
The technical solution adopted by the present invention are as follows: a method of based on the intelligent operation that two dimensional code is realized, according to user's
Request generates the paper of corresponding knowledge point in the database, and then student answers, and passes through mobile phone terminal, camera after answer
Shooting paper photo using scanning device and parses and generates paper two dimensional code, and paper two dimensional code packet obtains ID containing student and paper
ID, and student information data library is connected, paper objective selection is scanned in next step and inscribes answer part, with machine learning techniques cognometrics
Green hand writes multiple-choice question course of solving questions, and answer is put in storage, and compares with the answer in database, so that judgement is achieved the result, writing
Result is carefully and neatly directly exposed directly to the terminal of user, and in the answer area of specific course of solving questions for parsing this topic student
On the one hand content is had neat handwriting degree using machine learning techniques automatic identification, acquisition, which has neat handwriting, score and to be put in storage, and will knot
Fruit shows the terminal of user, on the other hand reads and appraises course of solving questions with the presence or absence of problem by teacher, acquisition teacher, which reads and appraises, to be incorporated to
Library, and result is showed to the terminal of user.
Similar topic can occur to the topic opposed according to ebbinghaus curve after paper answer to review, it is raw
At paper is reviewed, student answers.
Also mistake topic can be showed into teacher after paper answer, teacher modifies and edits the new topic of generation, finally
Regeneration reviews paper, and student answers.
Similar topic is extracted from database according to mistake topic and association knowledge point after paper answer, and generates review
Paper, student answer.
The beneficial effects of the present invention are: first by solving the problems, such as automatic marking, also solve that teacher sets a question is asked
Topic, while one two dimensional code of a set of volume is realized with least two dimensional code, the two dimensional code for sufficiently reducing redundancy makes volume face
It is more succinct simple, while paper is saved, it has given full play to teacher and has really been worth.By on paper mark student name and
ID ensure that teacher sends out mistake when distributing paper, because a class ensure that paper by ID there may be student's duplication of name
Uniqueness.
Secondly it solves the problems, such as that the long-standing teacher of education sector does not have enough time to carry out work correction, effectively drops
The low workload of teacher, while parent can also understand the study situation of child at any time by this system, rather than simply
Wait monthly examination, it is interim the periods longer examination such as examine, after often such total marks of the examination come out, the problem of student, all misses best
Solve the time.
The make-up lessons teacher of student can also obtain student's weakness knowledge point by this system again, so that student be helped to mention
Rise achievement.
Detailed description of the invention
Fig. 1 is logic diagram of the invention.
Fig. 2 is paper exemplary diagram in the present invention.
Specific embodiment
The attached figures are only used for illustrative purposes and cannot be understood as limitating the patent；In order to better illustrate this embodiment, attached
Scheme certain components to have omission, zoom in or out, does not represent the size of actual product；To those skilled in the art,
The omitting of some known structures and their instructions in the attached drawings are understandable.
A method of based on the intelligent operation that two dimensional code is realized, is generated according to the request of user and accordingly known in the database
Know the paper of point, then student answers, and shoots paper photo by mobile phone terminal or camera after answer and parses life
At paper two dimensional code, paper two dimensional code packet obtains ID containing student and paper ID, and connects student information data library, scans in next step
Paper objective selection inscribes answer part, and with machine learning techniques, cognometrics green hand writes multiple-choice question course of solving questions, and answer is put in storage,
It compares with the answer in database, so that judgement is achieved the result, is only wanted when the carefully and neatly done degree of multiple-choice question answer of student's input reaches
Ask just fruitful.And the content in the answer area of specific course of solving questions for parsing this topic student, on the one hand use machine learning
Technology automatic identification has neat handwriting degree, and acquisition, which has neat handwriting, score and to be put in storage, and result is showed to the terminal of user, another
Aspect reads and appraises course of solving questions by teacher and obtains teacher with the presence or absence of problem and read and appraise and be put in storage, and result is showed user's
Terminal.
Similar topic can occur to the topic opposed according to ebbinghaus curve after paper answer to review, it is raw
At paper is reviewed, student answers.
Also mistake topic can be showed into teacher after paper answer, teacher modifies and edits the new topic of generation, finally
Paper is reviewed generating, student answers.
Similar topic is extracted from database according to mistake topic and association knowledge point after paper answer, and generates review
Paper, student answer.
A two dimensional code has been only used in the present invention, student ID and paper ID is contained after two dimensional code parsing, while will learn
Life is associated with whole topics of student's this to be done paper, not only ensure that the operation paper topic of each student not
Together, it also ensures the succinct of paper and reduces the difficulty of two dimensional code identification.Student ID is connected with paper (operation) ID, is generated
Two dimensional code, when scanning the two-dimensional code, automatic identification simultaneously parses student ID and paper ID respectively.Student ID be used for student this
The achievement of examination paper scores, and paper ID is used to find the examination question and per pass examination question correspondence that examination paper includes into database
Similar topic, when student has done wrong topic, the operation automatically generated next time will will appear similar topic.And the topic done pair
Similar topic can occur in due course according to ebbinghaus curve facilitates student to review.Because only that could detect student similar to topic is
It is no really to learn corresponding knowledge point, rather than simple back has descended topic.
Topic in database is classified, topic pdf is automatically generated by database, is then printed.Entry level is entitled
Preview operation, operation under primary entitled class, the entitled review operation of middle rank, advanced entitled promotion operation.It is old before attending class
Teacher or parent even student can select or allow at random system automatically generated operation, as operation.Operation is system under class
Automatically generate, be according to preview operation the case where and automatically generate, each student is different, it is intermediate and it is advanced be also all basis
Former subjobs automatically generate, and the topic done pair can suitably occur in next duty cycle according to ebbinghaus curve.It does
Wrong topic may also appear in next duty cycle.According to operation is automatically generated the case where everyone, this obtains top student
It more fully trains, bad student can also cultivate corresponding confidence.By artificial intelligence image recognition technology, reduce student's input
Difficulty, while can intelligently parse the multiple-choice question answer of student, while parsing according to carefully and neatly done degree and can promote student
It forms and writes carefully and neatly done habit.
Database pilot scale volume ID and topic are associated, and the answer of corresponding topic can be found by paper ID and question number
And two parts are divided into item content, answer, a part is multiple-choice question answer, and another part is hand-written course of solving questions, selection
Topic answer part has abandoned traditional Pencil with 2B hardness and has scribbled answer area, but enables student directly be filled in conventional pen in answer area and answer
Case, by the multiple-choice question answer of artificial intelligence image recognition technology Direct Recognition student, hand-written course of solving questions part needs teacher
Participate in completing, but the writing of student whether carefully and neatly still can the technology of manually intelligence machine study monitor, simultaneously
Carefully and neatly done degree marking is provided, course of solving questions needs teacher to read and make comments and provides corresponding suggestion.Due to image recognition technology still
It is not enough to accurately obtain key feature from the answer of student and mark examination papers, in addition there are many solutions for each topic, many to solve
Method is all that answer can not cover, and in addition student is different to the understanding answered a question, and is also respectively had to the judgement of crucial point scoring
Stress, the teacher of machine cooperation at this time provides most just score.
The selection of multiple-choice question answer part uses the selections of the machine learning techniques to the common input of student such as TensorFlow
It inscribes option pictures and carries out machine learning.It is very low very poor that better set and identification are inputted in hand picking student first
Set, carry out machine learning, mix up and be input to which kind of grade another characteristic is counted as achievement.Then multiple-choice question answer student inputted
Comparison, which is done, with the model answer in database obtains student's score and input database.
Answer procedure division still selects machine learning to classify the answer content of student, selects different carefully and neatly done degree
Student's answer carry out manual sort then give a mark, then use machine learning, then the carefully and neatly done degree of the writing of student is beaten
Point.Then it is given a mark according to student ID and paper ID.
After student has answered paper, paper is scanned with scanning devices such as mobile phones, scans the two-dimensional code and parses URL, URL includes
Https: //www.xxx.com/ student ID/ paper ID/, parsing URL obtains student ID and paper ID.It is obtained by paper ID
The objective item part of standards answer of paper.
The process solved a problem carries out carefully and neatly done degree marking by machine learning techniques, while the analytic process of course of solving questions is stayed
Teacher has been given, teacher is allowed to have bigger performance space.Whole process dramatically reduces the workload that teacher sentences operation.Passing through will
Prominent teacher promoted achievement empirical conversion be aided education operating system, not only beginning teacher will not fall into promoted student at
Among the predicament of achievement, aged teacher also can reduce oneself a large amount of work.This set system can be efficiently used for each field of each section
Study, for learn by oneself might as well or teacher lead study might as well, have very big benifit.
For those of ordinary skill in the art, other not similar shapes can also be made on the basis of the above description
The variation or variation of formula.There is no necessity and possibility to exhaust all the enbodiments.It is all in the spirit and principles in the present invention
Within made any modifications, equivalent replacements, and improvements etc., should all be included in the scope of protection of the claims of the present invention；It is aobvious
So, the above embodiment of the present invention be only to clearly illustrate example of the present invention, and not be to reality of the invention
Apply the restriction of mode.
Claims (4)
1. a kind of method for the intelligent operation realized based on two dimensional code, it is characterised in that: in the database according to the request of user
The paper of corresponding knowledge point is generated, then student answers, and shoots paper by mobile phone terminal or camera after answer and shines
Piece simultaneously parses generation paper two dimensional code, and paper two dimensional code includes student ID and paper ID, and connects student information data library, next
Step scanning paper objective selection inscribes answer part, writes multiple-choice question course of solving questions with machine learning techniques cognometrics green hand, and will answer
Case storage, compares with the answer in database, so that judgement is achieved the result, has neat handwriting and result is directly exposed directly to user
Terminal, and parse this topic student specific course of solving questions answer area in content, on the one hand use machine learning techniques
Automatic identification has neat handwriting degree, and acquisition, which has neat handwriting, score and to be put in storage, and result is showed to the terminal of user, on the other hand
Course of solving questions is read and appraised by teacher to obtain teacher with the presence or absence of problem and read and appraise and be put in storage, and result is showed to the terminal of user.
2. the method for a kind of intelligent operation realized based on two dimensional code according to claim 1, it is characterized in that: being answered in paper
Similar topic can occur to the topic opposed according to ebbinghaus curve after topic to review, generate and review paper, student
It answers.
3. the method for a kind of intelligent operation realized based on two dimensional code according to claim 1, it is characterized in that: being answered in paper
Mistake is inscribed after topic and shows teacher, teacher modifies and edits the new topic of generation, is finally generating review paper, Xue Shengjin
Row is answered.
4. the method for a kind of intelligent operation realized based on two dimensional code according to claim 1, it is characterized in that: being answered in paper
Similar topic is extracted from database according to mistake topic and association knowledge point after topic, and generates review paper, student makees
It answers.
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Cited By (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110597806A (en) * | 2019-08-13 | 2019-12-20 | 上海建桥学院 | Wrong question set generation and answer statistics system and method based on reading and amending identification |
| CN110718105A (en) * | 2019-10-10 | 2020-01-21 | 江苏曲速教育科技有限公司 | Personalized personal vacation exercise book, generation method and use method |
| CN110827182A (en) * | 2019-11-26 | 2020-02-21 | 南通大学 | Management method for practice learning of medical morphology |
| CN111274835A (en) * | 2020-01-15 | 2020-06-12 | 广东小天才科技有限公司 | Intelligent watch, mobile terminal, auxiliary learning system and method |
| CN111539369A (en) * | 2020-04-30 | 2020-08-14 | 联想万像(深圳)科技有限公司 | Job processing method, device and equipment and readable storage medium |
| CN111626157A (en) * | 2020-05-14 | 2020-09-04 | 深圳康佳电子科技有限公司 | Teaching interaction method based on artificial intelligence, terminal and storage medium |
| CN111914972A (en) * | 2020-08-21 | 2020-11-10 | 广州云蝶科技有限公司 | Test question analysis information acquisition method and system supporting self-examination paper marking |
| CN112667785A (en) * | 2021-01-27 | 2021-04-16 | 武汉悦学帮网络技术有限公司 | Learning situation analysis method and device and computer readable storage medium |
| CN113902834A (en) * | 2021-10-08 | 2022-01-07 | 贵州师范学院 | Subjective question and answer information input method for online examination |
| CN114373182A (en) * | 2021-08-12 | 2022-04-19 | 杭州数橙科技有限公司 | Digital operation correction method and system |
| CN115049354A (en) * | 2022-05-09 | 2022-09-13 | 北京声智科技有限公司 | Information acquisition method and device, electronic equipment and storage medium |
| CN115760510A (en) * | 2023-01-10 | 2023-03-07 | 昆明理工大学 | Teaching method and system based on VR virtual reality |
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| CN110718105A (en) * | 2019-10-10 | 2020-01-21 | 江苏曲速教育科技有限公司 | Personalized personal vacation exercise book, generation method and use method |
| CN110827182A (en) * | 2019-11-26 | 2020-02-21 | 南通大学 | Management method for practice learning of medical morphology |
| CN111274835A (en) * | 2020-01-15 | 2020-06-12 | 广东小天才科技有限公司 | Intelligent watch, mobile terminal, auxiliary learning system and method |
| CN111539369A (en) * | 2020-04-30 | 2020-08-14 | 联想万像(深圳)科技有限公司 | Job processing method, device and equipment and readable storage medium |
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| CN111914972A (en) * | 2020-08-21 | 2020-11-10 | 广州云蝶科技有限公司 | Test question analysis information acquisition method and system supporting self-examination paper marking |
| CN112667785A (en) * | 2021-01-27 | 2021-04-16 | 武汉悦学帮网络技术有限公司 | Learning situation analysis method and device and computer readable storage medium |
| CN114373182A (en) * | 2021-08-12 | 2022-04-19 | 杭州数橙科技有限公司 | Digital operation correction method and system |
| CN113902834A (en) * | 2021-10-08 | 2022-01-07 | 贵州师范学院 | Subjective question and answer information input method for online examination |
| CN115049354A (en) * | 2022-05-09 | 2022-09-13 | 北京声智科技有限公司 | Information acquisition method and device, electronic equipment and storage medium |
| CN115760510A (en) * | 2023-01-10 | 2023-03-07 | 昆明理工大学 | Teaching method and system based on VR virtual reality |
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