CN108764860A - A kind of business Education Administration Information System based on big data - Google Patents

A kind of business Education Administration Information System based on big data Download PDF

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CN108764860A
CN108764860A CN201810954227.8A CN201810954227A CN108764860A CN 108764860 A CN108764860 A CN 108764860A CN 201810954227 A CN201810954227 A CN 201810954227A CN 108764860 A CN108764860 A CN 108764860A
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student
module
examination
voice messaging
image
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钟亭亭
徐剑
陈龙
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Hefei Flag Mdt Infotech Ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/10Office automation; Time management
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/20Education
    • G06Q50/205Education administration or guidance
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/50Context or environment of the image
    • G06V20/52Surveillance or monitoring of activities, e.g. for recognising suspicious objects
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/08Speech classification or search
    • GPHYSICS
    • G10MUSICAL INSTRUMENTS; ACOUSTICS
    • G10LSPEECH ANALYSIS TECHNIQUES OR SPEECH SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING TECHNIQUES; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00Speech recognition
    • G10L15/26Speech to text systems

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Abstract

The present invention discloses a kind of business Education Administration Information System based on big data, including student information acquisition terminal, teaching database, management server and display terminal, management server are connect with student information acquisition terminal, teaching database and display terminal respectively.The present invention shoots the image information that each student attends class by the fixed cycle, the action of image middle school student upper class hour is compared with standard operation, can statistic attend class whether do little trick, it is gone to school the voice messaging that hair tonic goes out by acquiring classroom, voice messaging and pre-set voiced keyword are compared, the sound unrelated with study that student sends out can be counted, and the scoring event taken an examination twice by analyzing student, to calculate the achievement of student by the interference coefficient of little trick and the sound unrelated with study, the study condition of student is understood convenient for teacher, simultaneously, student is managed convenient for teacher, improve the efficiency of management of teaching.

Description

A kind of business Education Administration Information System based on big data
Technical field
The invention belongs to classroom instruction technical fields, are related to a kind of business Education Administration Information System based on big data.
Background technology
Traditional classroom teaching environment is that teacher teaches on dais, and student pays attention to the class under platform, the number of student in class Usually more, teacher cannot take into account some actions and the sound of speaking of each student upper class hour.But student's is small on classroom Action and the sound unrelated with study can all influence the learning efficiency of student, and then influence student performance.
And in existing classroom instruction management process, it can not detect on student classroom and whether occur on little trick and student Whether the content that class is spoken is related with learning, and then comprehensive point can not be carried out according to the little trick and speech content of attending class of student Analysis, in order to realize the study condition for effectively improving teaching management efficiency and student, now designs a kind of quotient based on big data Section's Education Administration Information System.
Invention content
The purpose of the present invention is to provide a kind of business Education Administration Information System based on big data, solves existing imparted knowledge to students Cheng Zhong, existing student's learning efficiency is low and the inefficient problem of teaching management.
The purpose of the present invention can be achieved through the following technical solutions:
A kind of business Education Administration Information System based on big data, including student information acquisition terminal, teaching database, management Server and display terminal, management server are connect with student information acquisition terminal, teaching database and display terminal respectively;
Student information acquisition terminal is used to detect the pressure value of student on seat, judges whether the pressure value of detection is the seat The pressure value of student corresponding to position then acquires the student and attends class the image information of process, voice if the pressure value of the student Information and the examination answer content of input, and by the image information of the student, voice messaging and the examination of input answer content It is sent to management server;
It is corresponding that teaching database is used to store the model answer content of student examination topic, pre-set standard operation Image and several voiced keywords, management server can obtain the model answer content being stored in teaching database, pre- The corresponding image of standard operation and voiced keyword being first arranged;
Management server receive student information acquisition terminal send student attend class during image information, voice letter The model answer content of breath, the examination answer content of input and the exam question in acquisition teaching database, by receiving The student image and teaching database in the corresponding image comparison of pre-set standard operation, judge that the student is It is no to have done the little trick unrelated with study, it is crucial by the voice in the voice messaging and teaching database to the student of reception Word is compared, and judges the student attends class whether send out the sound unrelated with study in the process, meanwhile, it is examined what the student inputted Examination content and the model answer content of exam question are compared, and to judge the examination scoring event of the student, are somebody's turn to do by judging Student attends class and whether does little trick in the process, whether sends out the sound unrelated with study and examination scoring event, counts Achievement amplitude of variation, and amplitude of variation on merit are generated, judgement does little trick and sends out the sound unrelated with study to the student The influence degree of achievement, and the influence coefficient of detection is sent to display terminal;
Display terminal is computer or smart mobile phone, and the student for management server transmission does little trick and sends out Influence coefficient of the sound unrelated with study to achievement.
Further, the topic type of exam question includes multiple-choice question, gap-filling questions reconciliation answer, multiple-choice question, gap-filling questions and answer The total score accounting of topic is 2:2:3.
Further, student information acquisition terminal includes pressure detecting module, control module, image capture module, voice Acquisition module, answer input module and wireless communication module, control module respectively with pressure detecting module, image capture module, Voice acquisition module, answer input module are connected with wireless communication module;
Pressure detecting module is mounted on the seat of each student, for detecting whether student is seated on the seat, works as pressure When detection module has detected pressure value, the pressure value of detection is sent to control module;Image capture module and voice collecting Module is mounted on desk, is respectively used to the image information and voice messaging of acquisition student, and respectively by the image information of acquisition It is sent to control module with voice messaging;Answer input module is used to input the examination answer content of the student, and by input Examination content is sent to control module;Wireless communication module be used for student information acquisition terminal is acquired image information, voice Information and examination content information are sent to control module;
Control module receives the pressure value of detection, judges whether the pressure value of detection is equal to the preset pressure value of the student, If the pressure value of detection and the error of preset pressure value, in -1% to+1% range, control module sends control instruction to figure As acquisition module, voice acquisition module and answer input module, and it is defeated to receive image capture module, voice messaging module and answer Enter image information, voice messaging and the examination content information of module transmission, control module is by the image information of reception, voice messaging With examination content information management server is sent to through wireless communication module.
Further, the management server receive image information, voice messaging that student information acquisition terminal sends and The examination content of input is simultaneously handled, and the process of processing includes the following steps:
S1, the image information in classroom during the attending class of each student and the examination content of input, described image are obtained Information with the fixed cycle shoot once, and per class, the image number of each student's shooting is fixed, and is n times;
S2, the voice messaging that each student sends out in the process at school in classroom is acquired in real time, when the sound of each voice messaging When amount is more than the typical problem set, voice acquisition module then carries out voice collecting, and it is M to add up times of collection;
S3, the image information for obtaining student's upper class hour attend class the standard of image and setting that the n times of acquisition are shot action It is compared, it is A to filter out student and comply with standard the amount of images for action of attending class, wherein the numerical value of A is less than or equal to the numerical value of N;
S4, the voice messaging for obtaining student's upper class hour carry out the voice messaging of acquisition and the voiced keyword of setting pair Than it is B to filter out voice messaging number unrelated with study in student's voice messaging, wherein the numerical value of B is less than or equal to M;
S5, the examination content for obtaining student's input, by the test question of the examination content of input and test and appraisal input terminal input Purpose model answer content is compared, and obtains the multiple-choice question of student, the score value of gap-filling questions reconciliation answer respectively, accumulative to be learned Raw achievement is E;
S6, statistic attend class action and the sound unrelated with study to the interference coefficient of student performance, the interference The calculation formula of coefficient isWherein, u is interference factor, and 1.018, X is taken to be expressed as The newest total marks of the examination score E of the student, X ' are student's last examination achievement score, and Y is expressed as shooting in the fixed cycle Image number, Y ', which is expressed as attending class with the standard of setting in Y image information of shooting, acts identical number, and M is expressed as every section The voice number of class acquisition, B are expressed as voice number unrelated with study in M voice number of acquisition;
S7, according to the interference coefficient Q for obtaining student performance in step S6, and the interference coefficient is sent to display terminal.
Beneficial effects of the present invention:
Business Education Administration Information System provided by the invention based on big data shoots what each student attended class by the fixed cycle Image information compared the action of image middle school student upper class hour with standard operation, can statistic attend class whether do petty action Make, gone to school the voice messaging that hair tonic goes out by acquiring classroom, voice messaging and pre-set voiced keyword are compared, The scoring event that the sound unrelated with study that student sends out can be counted, and taken an examination twice by analyzing student, with numerology Raw achievement is understood the study condition of student convenient for teacher, together by the interference coefficient of little trick and the sound unrelated with study When, student is managed convenient for teacher, improves the efficiency of management of teaching.
Description of the drawings
In order to illustrate the technical solution of the embodiments of the present invention more clearly, will be described below to embodiment required Attached drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the invention, for ability For the those of ordinary skill of domain, without creative efforts, it can also be obtained according to these attached drawings other attached Figure.
Fig. 1 is a kind of schematic diagram of the business Education Administration Information System based on big data of the present invention.
Specific implementation mode
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete Site preparation describes, it is clear that described embodiments are only a part of the embodiments 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 all other without creative efforts Embodiment shall fall within the protection scope of the present invention.
Refering to Figure 1, the present invention is a kind of business Education Administration Information System based on big data, including student information is adopted Collect terminal, teaching database, management server and display terminal, management server respectively with student information acquisition terminal, teaching Database is connected with display terminal;
Student information acquisition terminal is used to detect the pressure value of student on seat, judges whether the pressure value of detection is the seat The pressure value of student corresponding to position then acquires the student and attends class the image information of process, voice if the pressure value of the student Information and the examination answer content of input, and by the image information of the student, voice messaging and the examination of input answer content It is sent to management server;
It is corresponding that teaching database is used to store the model answer content of student examination topic, pre-set standard operation Image and several voiced keywords, management server can obtain the model answer content being stored in teaching database, pre- The corresponding image of standard operation and voiced keyword being first arranged, wherein the topic type of exam question includes multiple-choice question, gap-filling questions Answer is conciliate, multiple-choice question, the total score accounting of gap-filling questions reconciliation answer are 2:2:3;
Management server receive student information acquisition terminal send student attend class during image information, voice letter The model answer content of breath, the examination answer content of input and the exam question in acquisition teaching database, by receiving The student image and teaching database in the corresponding image comparison of pre-set standard operation, judge that the student is It is no to have done the little trick unrelated with study.It is crucial by the voice in the voice messaging and teaching database to the student of reception Word is compared, and judges the student attends class whether send out the sound unrelated with study in the process, meanwhile, it is examined what the student inputted Examination content and the model answer content of exam question are compared, to judge the examination scoring event of the student.By judging to be somebody's turn to do Student attends class and whether does little trick in the process, whether sends out the sound unrelated with study and examination scoring event, counts Achievement amplitude of variation, and amplitude of variation on merit are generated, judgement does little trick and sends out the sound unrelated with study to the student The influence degree of achievement, and the influence coefficient of detection is sent to display terminal, the coefficient that influences is small less than 1 more than 0 Number, numerical value show that more greatly student performance is bigger by little trick and the influence of the unrelated sound of study, and numerical value is smaller to illustrate achievement It is influenced by the unrelated sound of little trick and study smaller.
Display terminal is computer or smart mobile phone, and the student for management server transmission does little trick and sends out Influence coefficient of the sound unrelated with study to achievement.
Student information acquisition terminal include pressure detecting module, control module, image capture module, voice acquisition module, Answer input module and wireless communication module, control module respectively with pressure detecting module, image capture module, voice collecting mould Block, answer input module are connected with wireless communication module;
Pressure detecting module is mounted on the seat of each student, is learned for detecting
Whether life is seated on the seat, and when pressure detecting module has detected pressure value, the pressure value of detection is sent to Control module;Image capture module and voice acquisition module are mounted on desk, be respectively used to acquisition student image information and Voice messaging, and the image information of acquisition and voice messaging are sent to control module respectively;Answer input module is for inputting The examination answer content of the student, and the examination content of input is sent to control module;Wireless communication module is used for student Image information, voice messaging and the examination content information of information acquisition terminal acquisition are sent to control module;
Control module receives the pressure value of detection, judges whether the pressure value of detection is equal to the preset pressure value of the student, If the pressure value of detection and the error of preset pressure value, in -1% to+1% range, control module sends control instruction to figure As acquisition module, voice acquisition module and answer input module, and it is defeated to receive image capture module, voice messaging module and answer Enter image information, voice messaging and the examination content information of module transmission, control module is by the image information of reception, voice messaging With examination content information management server is sent to through wireless communication module.
The management server receives image information, voice messaging and the examination of input that student information acquisition terminal is sent Content is simultaneously handled, and the process of processing includes the following steps:
S1, the image information in classroom during the attending class of each student and the examination content of input, described image are obtained Information with the fixed cycle shoot once, and per class, the image number of each student's shooting is fixed, and is n times;
S2, the voice messaging that each student sends out in the process at school in classroom is acquired in real time, when the sound of each voice messaging When amount is more than the typical problem set, voice acquisition module then carries out voice collecting, and it is M to add up times of collection;
S3, the image information for obtaining student's upper class hour attend class the standard of image and setting that the n times of acquisition are shot action It is compared, it is A to filter out student and comply with standard the amount of images for action of attending class, wherein the numerical value of A is less than or equal to the numerical value of N;
S4, the voice messaging for obtaining student's upper class hour carry out the voice messaging of acquisition and the voiced keyword of setting pair Than it is B to filter out voice messaging number unrelated with study in student's voice messaging, wherein the numerical value of B is less than or equal to M;
S5, the examination content for obtaining student's input, by the test question of the examination content of input and test and appraisal input terminal input Purpose model answer content is compared, and obtains the multiple-choice question of student, the score value of gap-filling questions reconciliation answer respectively, accumulative to be learned Raw achievement is E;
S6, statistic attend class action and the sound unrelated with study to the interference coefficient of student performance, the interference The calculation formula of coefficient isWherein, u is interference factor, and 1.018, X is taken to be expressed as The newest total marks of the examination score E of the student, X ' are student's last examination achievement score, and Y is expressed as shooting in the fixed cycle Image number, Y ', which is expressed as attending class with the standard of setting in Y image information of shooting, acts identical number, and M is expressed as every section The voice number of class acquisition, B are expressed as voice number unrelated with study in M voice number of acquisition;
S7, according to the interference coefficient Q for obtaining student performance in step S6, and the interference coefficient is sent to display terminal.
Business Education Administration Information System provided by the invention based on big data shoots what each student attended class by the fixed cycle Image information compared the action of image middle school student upper class hour with standard operation, can statistic attend class whether do petty action Make, gone to school the voice messaging that hair tonic goes out by acquiring classroom, voice messaging and pre-set voiced keyword are compared, The scoring event that the sound unrelated with study that student sends out can be counted, and taken an examination twice by analyzing student, with numerology Raw achievement is understood the study condition of student convenient for teacher, together by the interference coefficient of little trick and the sound unrelated with study When, student is managed convenient for teacher, improves the efficiency of management of teaching.
The above content is just an example and description of the concept of the present invention, affiliated those skilled in the art It makes various modifications or additions to the described embodiments or substitutes by a similar method, without departing from invention Design or beyond the scope defined by this claim, be within the scope of protection of the invention.

Claims (4)

1. a kind of business Education Administration Information System based on big data, it is characterised in that:Including student information acquisition terminal, teaching number According to library, management server and display terminal, management server is whole with student information acquisition terminal, teaching database and display respectively End connection;
Student information acquisition terminal is used to detect the pressure value of student on seat, judges whether the pressure value of detection is the seat institute The pressure value of corresponding student then acquires the student and attends class the image information of process, voice messaging if the pressure value of the student And the examination answer content of input, and the image information of the student, voice messaging and the examination of input answer content are sent To management server;
Teaching database is used to store model answer content, the corresponding image of pre-set standard operation of student examination topic And several voiced keywords, management server can obtain the model answer content being stored in teaching database, set in advance The corresponding image of standard operation and voiced keyword set;
Management server receives image information during the student that student information acquisition terminal is sent attends class, voice messaging, defeated The model answer content of the examination answer content and the exam question in acquisition teaching database that enter, passes through to reception The corresponding image comparison of pre-set standard operation in raw image and teaching database, judges whether the student does The little trick unrelated with study is carried out by the voiced keyword in the voice messaging and teaching database to the student of reception Comparison, judges the student attends class whether send out the sound unrelated with study in the process, meanwhile, the examination content which is inputted It is compared with the model answer content of exam question, to judge the examination scoring event of the student, by judging on the student Little trick whether is done during class, whether sends out the sound unrelated with study and examination scoring event, counts the student performance Amplitude of variation, and amplitude of variation on merit, judgement do little trick and send out the sound unrelated with study to the student performance Influence degree, and the influence coefficient of detection is sent to display terminal;
Display terminal is computer or smart mobile phone, and the student for management server transmission does little trick and sends out and learn Practise influence coefficient of the unrelated sound to achievement.
2. a kind of business Education Administration Information System based on big data according to claim 1, it is characterised in that:Exam question Topic type include multiple-choice question, gap-filling questions reconciliation answer, multiple-choice question, gap-filling questions reconciliation answer total score accounting be 2:2:3.
3. a kind of business Education Administration Information System based on big data according to claim 1, it is characterised in that:Student information Acquisition terminal includes pressure detecting module, control module, image capture module, voice acquisition module, answer input module and nothing Line communication module, control module respectively with pressure detecting module, image capture module, voice acquisition module, answer input module It is connected with wireless communication module;
Pressure detecting module is mounted on the seat of each student, for detecting whether student is seated on the seat, works as pressure detecting When module has detected pressure value, the pressure value of detection is sent to control module;Image capture module and voice acquisition module On desk, it is respectively used to the image information and voice messaging of acquisition student, and respectively by the image information of acquisition and language Message breath is sent to control module;Answer input module is used to input the examination answer content of the student, and by the examination of input Content is sent to control module;Wireless communication module be used for student information acquisition terminal is acquired image information, voice messaging It is sent to control module with examination content information;
Control module receives the pressure value of detection, judges whether the pressure value of detection is equal to the preset pressure value of the student, if inspection In -1% to+1% range, control module sends control instruction to image and adopts the error of the pressure value of survey and preset pressure value Collect module, voice acquisition module and answer input module, and receives image capture module, voice messaging module and answer input mould Image information, voice messaging and the examination content information that block is sent, control module is by the image information of reception, voice messaging and examines Examination content information is sent to management server through wireless communication module.
4. a kind of business Education Administration Information System based on big data according to claim 1, it is characterised in that:The management Server receives image information, voice messaging and the examination content of input that student information acquisition terminal is sent and is handled, The process of processing includes the following steps:
S1, the image information in classroom during the attending class of each student and the examination content of input, described image information are obtained With the fixed cycle shoot once, and per class, the image number of each student's shooting is fixed, and is n times;
S2, the voice messaging that each student sends out in the process at school in classroom is acquired in real time, when the volume of each voice messaging is super When crossing the typical problem of setting, voice acquisition module then carries out voice collecting, and it is M to add up times of collection;
S3, the image information for obtaining student's upper class hour, the standard of image and setting that the n times of acquisition are shot, which is attended class to act, to be carried out Comparison, it is A to filter out student and comply with standard the amount of images for action of attending class, wherein the numerical value of A is less than or equal to the numerical value of N;
S4, the voice messaging for obtaining student's upper class hour, the voiced keyword of the voice messaging of acquisition and setting is compared, is sieved It is B to select voice messaging number unrelated with study in student's voice messaging, wherein the numerical value of B is less than or equal to M;
S5, the examination content for obtaining student's input, by the examination content of input and the exam question of test and appraisal input terminal input Model answer content is compared, and is obtained the multiple-choice question of student, the score value of gap-filling questions reconciliation answer respectively, is added up to obtain student's Achievement is E;
S6, statistic attend class action and the sound unrelated with study to the interference coefficient of student performance, the interference coefficient Calculation formula beWherein, u is interference factor, and 1.018, X is taken to be expressed as Raw newest total marks of the examination score E, X ' are student's last examination achievement score, and Y is expressed as the image shot in the fixed cycle Number, Y ', which is expressed as attending class with the standard of setting in Y image information of shooting, acts identical number, and M is expressed as every class and adopts The voice number of collection, B are expressed as voice number unrelated with study in M voice number of acquisition;
S7, according to the interference coefficient Q for obtaining student performance in step S6, and the interference coefficient is sent to display terminal.
CN201810954227.8A 2018-08-21 2018-08-21 A kind of business Education Administration Information System based on big data Pending CN108764860A (en)

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Application publication date: 20181106