دانلود کتاب e-Learning, e-Education, and Online Training: 8th EAI International Conference, eLEOT 2022 Harbin, China, July 9–10, 2022 Proceedings, Part I

فهرست مطالب :

Preface
Organization
Contents – Part I
Contents – Part II
IT Promoted Teaching Platforms and Systems
Design of Online Teaching Assistant Platform for Technical Courses of Physical Education Specialty
1 Introduction
2 Overall Design of Physical Education Online Teaching Auxiliary Platform
2.1 B/S Three-Tier Architecture
2.2 Database Application Structure
2.3 Teaching Process Management Module
3 Online Evaluation of Technical Courses of Physical Education Specialty
3.1 Session Interface Settings
3.2 Course Standardization
3.3 Evaluation Index Weight
4 Case Analysis
5 Conclusion
References
Design of Online Art Appreciation Course Teaching System Based on Interactive Scene
1 Introduction
2 Hardware Design of Online Art Appreciation Course Teaching System
2.1 Selection Unit of Teaching Data Processor
2.2 System Operation Controller Selection Unit
2.3 Peripheral Circuit Design Unit
3 Software Design of Online Art Appreciation Course Teaching System
3.1 Student Status Detection Module
3.2 Interactive Scene Setting Module
3.3 Database Building Blocks
4 Experiment and Result Analysis
4.1 Experimental Preparation Stage
4.2 Analysis of Experimental Results
5 Conclusion
References
An Empirical Study on the English Teachers’ Informatization Ability in Yunnan Ethnic Minority Area
1 Introduction
2 Methodology
2.1 Research Questions
2.2 Sampling and Samples
2.3 Instruments
3 Results and Discussions
3.1 The General Situation of the Subjects’ Teaching
3.2 The Relationship Between Information Teaching Ability and English Teaching Ability and English Proficiency
4 Conclusion
References
Design of Aerobics Network Teaching System Based on Artificial Intelligence
1 Introduction
2 Hardware Design of Aerobics Network Teaching System Based on Artificial Intelligence
2.1 Control Module Design
2.2 Peripheral Function Module Design
3 Design of Aerobics Network Teaching System Software Based on Artificial Intelligence
3.1 Aerobics Movement Correction Design
3.2 Recommendation of Aerobics Resources by Neural Network
4 Test Experiment
4.1 Experimental Contents
4.2 Experimental Results
5 Conclusion
References
Design of Online Open Wushu Sanda Teaching Platform Based on Hybrid Reality Technology
1 Introduction
2 Hardware Design of Online Open Wushu Sanda Teaching Platform
3 Software Design of Online Open Wushu Sanda Teaching Platform
3.1 Structure Design of Online Open Platform
3.2 Design Collaborative Interaction Model Based on Hybrid Reality Technology
3.3 Design the Functional Module of Wushu Sanda Teaching Platform
4 Teaching Platform Test
4.1 Platform Function Test
4.2 Platform Performance Test
5 Conclusion
References
Design of Intelligent Financial Education Assistant System Based on Blockchain
1 Introduction
2 Hardware Design of Intelligent Financial Education Assistance System
3 Software Design of Intelligent Financial Education Assistance System
3.1 Collect Intelligent Financial Education Data
3.2 Blockchain Builds an Auxiliary Decision-Making Model
3.3 Design System Software Data Conversion Function
4 Simulation Analysis
4.1 Test Preparation
4.2 Analysis of Results
5 Conclusion
References
Enterprise Strategic Financing Risk Management Auxiliary Education System Based on Data Mining
1 Introduction
2 Enterprise Strategic Financing Risk Management Auxiliary Education System Based on Data Mining
2.1 Hardware Structure of Auxiliary Education System for Financing Risk Management
2.2 System Software Function Optimization
2.3 Realization of Enterprise Strategic Financing Risk Management Auxiliary Education
3 Analysis of System Test Results
4 Conclusion
References
Leg Posture Correction System for Physical Education Students Based on Multimodal Information Processing
1 Introduction
2 System Hardware Design
3 System Software Design
3.1 Establishing a Database of Leg Postures of Students in Physical Education Class
3.2 Recognizing Leg Posture Based on Multi-modal Information Processing
3.3 Design Error Correction Model of Leg Posture
4 System Test and Result Analysis
4.1 Experiment Preparation
4.2 System Performance Test Results and Analysis
5 Conclusion
References
Online Interactive Teaching System of Sanda Course Based on P2P Network
1 Introduction
2 System Hardware Design
2.1 Processor Design
2.2 CPU Daughter Board Design
2.3 Compatible Motherboard Design
3 System Hardware Debugging
4 System Software Design
4.1 System Function Module Design Based on P2P Network
4.2 Database Structure Design
4.3 System Index Function Design
5 Experimental Comparative Analysis
5.1 Comparison of Interactive Response Time
5.2 Comparison of Teaching Performance
5.3 Content Search Accuracy Comparison
6 Conclusion
References
Intelligent Computer Aided Instruction System Based on Cloud Computing
1 Introduction
2 Hardware Design of Intelligent Computer Aided Instruction System Based on Cloud Computing
2.1 Processor Module Design
2.2 Communication Module Design
3 The Software Design of Intelligent Computer Aided Instruction System Based on Cloud Computing
3.1 Cloud Computing Module Design
3.2 Recommended Design of Teaching Resources
3.3 Auxiliary Teaching System Database Design
4 System Performance Test
4.1 Experimental Content
4.2 Experimental Result
5 Conclusion
References
Construction of Online Ideological and Political Education Platform Based on Artificial Intelligence Technology
1 Introduction
2 Online Ideological and Political Education Platform Construction
2.1 Function Structure of Online Ideological and Political Education Platform
2.2 Ideological and Political Online Teaching Quality Evaluation Algorithm
2.3 Realization of Online Ideological and Political Education
3 Analysis of Experimental Results
4 Conclusion
References
Intelligent Interactive Mobile Teaching Platform in Colleges and Universities Based on Artificial Intelligence Network
1 Introduction
2 Design of Intelligent Interactive Mobile Teaching Platform in Colleges and Universities
2.1 Platform Design Goal
2.2 Key Technologies of Platform
2.3 Platform Frame Design
2.4 System Hardware
2.5 Database Design
2.6 Main Function Module Design
3 System Test
3.1 Testing Environment
3.2 Functional Test
3.3 Performance Test
4 Concluding Remarks
References
Construction of Multimedia Online Education Platform Based on Fuzzy Neural Network
1 Introduction
2 Construction of the Hardware Part of the Multimedia Online Education Platform
2.1 Hardware Core Control Module Design
2.2 Serial Port Module Design
2.3 Storage Module Design
3 Partial Construction of Multimedia Online Education Platform Software Based on Fuzzy Neural Network
3.1 Fuzzy Neural Network Mining Multimedia Online Education Resources
3.2 Platform Resource Scheduling Model Design
4 Experimental Research
4.1 Experiment Content
4.2 Experimental Results
5 Conclusion
References
Design and Implementation of Mobile Intelligent Education System Based on Cloud Architecture
1 Introduction
2 Hardware Design of Mobile Intelligent Education System
3 Software Design of Mobile Intelligent Education System
3.1 Identify the Type of Mobile Learning
3.2 Cloud Architecture Extracts Intelligent Education Features
3.3 Building a Course Resource Management Model
4 Experimental Studies
4.1 Set up the Experimental Environment
4.2 Experimental Results
5 Conclusion
References
Design of Online Preschool Education Decision Support System Based on Data Mining
1 Introduction
2 Hardware Design of Online Preschool Education Decision Support System
3 Software Design of Online Preschool Education Decision Support System
3.1 System Architecture Design
3.2 Establishment of Online Preschool Education Database Based on Data Mining
3.3 Design System Function Module
4 System Performance Test
4.1 Test Preparation
4.2 Test Results and Analysis
5 Conclusion
References
Construction of Online Education Model of Marketing Specialty Based on Cloud Computing
1 Introduction
2 Design of Online Education Model for Marketing Specialty
2.1 Install ECs and Related Hardware Devices
2.2 Determine the Online Education Mode of Marketing Specialty
2.3 Choose the Online Education Content of Marketing Major
2.4 Collect Online Education Resources of Marketing Specialty
2.5 Using Cloud Computing Technology to Share Educational Resources
2.6 Design of Online Education Activities for Marketing Major
2.7 Marketing Professional Online Interaction
3 Model Test and Experimental Analysis
4 Conclusion
References
Design of Tibetan Vocabulary Online Learning System Based on Multi-terminal Integration
1 Introduction
2 Design of Hardware System for Online Learning of Tibetan Vocabulary
2.1 Server
2.2 Embedded Processor
2.3 Tibetan Vocabulary Learning Resource Collector
2.4 System Circuit Design
3 Database Design of Tibetan Vocabulary Online Learning System
4 Software Function Design of Tibetan Vocabulary Online Learning System
4.1 System User Design
4.2 Choose Tibetan Vocabulary Online Learning Mode
4.3 Collection and Processing of Tibetan Vocabulary Resources
4.4 Utilize Multi-terminal Fusion Technology to Integrate Tibetan Vocabulary Resources
4.5 Retrieve Tibetan Vocabulary Learning Information
4.6 Online Interactive Practice
4.7 Online Study Test
5 System Test
6 Conclusion
References
Design of Online Teaching System for Theory of Variable Order Fractional Gradient Descent Method
1 Introduction
2 Online Teaching System of Variable Order Fractional Gradient Descent Method Theory
2.1 System Hardware Configuration
2.2 System Software Function Structure
2.3 Realization of Online Teaching of Variable Order Fractional Gradient Descent Method Theory
3 Analysis of Experimental Results
4 Conclusion
References
Research on Collaborative Learning Behavior Recognition of Online Education Platform Based on Data Mining
1 Introduction
2 Research on Collaborative Learning Behavior Recognition of Online Education Platform Based on Data Mining
2.1 Identify the Educational Characteristics of Learners
2.2 Obtain Timing Information of Online Education Platform
2.3 Optimize the Interactive Links of Collaborative Learning
2.4 Behavior Recognition Based on Data Mining
3 Experimental Research
3.1 Set up the Experimental Environment
3.2 Analysis of Experimental Results
4 Conclusion
References
Design of Online Education System for Ideological and Political Courses of Traditional Chinese Medicine Based on MOOC Model
1 Introduction
2 Design of Online Education System for Ideological and Political Courses of Chinese Medicine Majors Based on MOOC
2.1 Key Technologies for System Development
2.2 System Framework Design
2.3 System Hardware Design
2.4 System Function Module Design
2.5 System Database Design
3 System Implementation and Testing
3.1 System Testing and Debugging
3.2 System Deployment and Migration
3.3 Personnel Training
3.4 Test Method
3.5 System Test Results
4 Conclusion
References
Assistant Teaching System of Human Resource Management Course Based on Data Mining
1 Introduction
2 Hardware Design of Auxiliary Teaching System for Human Resource Management Courses
2.1 Student User Registration
2.2 Question Answering Module
2.3 Data Statistics Module
3 Software Design of Auxiliary Teaching System for Human Resource Management Courses
3.1 SNORT Plug-In Mechanism
3.2 Course Detection Engine
3.3 Teaching Information Storage Database
4 Case Analysis
5 Conclusion
References
Design of Virtual Experiment Online Teaching System for Economics and Management in Colleges and Universities Based on Virtualization Technology
1 Introduction
2 System Design
2.1 System Hardware Structure
2.2 System Software Function Optimization
2.3 Realization of Online Teaching of Virtual Experiment
3 Analysis of Experimental Results
4 Conclusion
References
Design of Online Teaching System Based on Clustering Algorithm
1 Introduction
2 Clothing Rendering Drawing Course Online Teaching System
2.1 Hardware Configuration of the Course Online Teaching System
2.2 Functional Structure Optimization of the System Software
2.3 Implementation of Online Teaching of Garment Drawing Course
3 Analysis of the Experimental Results
4 Conclusion
References
Design of Distance Teaching System for Textile Pattern Design Course Based on Online and Offline Integration
1 Introduction
2 Hardware Design of Distance Teaching System for Textile Pattern Design Course with Online and Offline Integration
3 Software Design of Remote Teaching System for Textile Pattern Design Course Integrated Online and Offline
3.1 System Structure Framework
3.2 Design the Database Structure
3.3 Function Realization of Textile Pattern Design Course System
4 System Test
4.1 System Function Test
4.2 System Performance Test
5 Conclusion
References
Online Training System of Distribution Network Equipment Operation and Maintenance Security Based on Cloud Model
1 Introduction
2 Hardware Design
2.1 ARM Processor
2.2 FPGA Storage Chip
3 Software Design
3.1 Establish Operation and Maintenance Safety Online Training Function Module
3.2 Design Online Training Database Based on Cloud Model
3.3 Realize Online Training on Operation and Maintenance Safety of Distribution Network Equipment
4 System Test
4.1 Test Preparation
4.2 Test Results and Discussion
5 Conclusion
References
Design of Intelligent Education Management Information System in Colleges and Universities from the Perspective of Big Data
1 Introduction
2 System Hardware Framework
2.1 DSP Module Design
2.2 FPGA Module Design
2.3 Design of Analog-to-Digital Conversion Module
2.4 Interface Circuit Design of A/D Conversion Module
2.5 Communication Interface Design
3 Software Design of Education Management Information System from the Perspective of Big Data
3.1 Data Set Division
3.2 Data Set Allocation
4 Experimental Comparison
5 Conclusion
References
Mobile Terminal-Based Remote Counseling Education System for Middle School Students’ Mental Health
1 Introduction
2 Hardware Design
2.1 Time Counter
2.2 Storage
3 Software Design
3.1 Designing an Educational Framework for Distance Counseling for Mental Health
3.2 Construction of a Remote Counseling Education Model for Middle School Students’ Mental Health Based on Mobile Terminals
3.3 Design a Functional Module for Mental Health Remote Counseling
3.4 Design Aided Teaching Database
4 System Test
4.1 Test Preparation
4.2 Test Results and Discussion
5 Conclusion
References
Design of Online Teaching System for Architecture Major Based on Virtual Reality Technology
1 Introduction
2 Hardware Design
2.1 GLIPS Language Developer
2.2 WPF Graph Generator
3 Software Design
3.1 Classification Structure of Online Teaching Platforms for Design and Architecture Majors
3.2 Designing Online Teaching Function Modules Based on Virtual Reality Technology
3.3 Design Database
4 System Test
4.1 Test Preparation
4.2 Test Results and Discussion
5 Conclusion
References
Multimodal Information Processing Method of College English Course Online Education System
1 Introduction
2 Method Design
2.1 Video Visual Feature Extraction
2.2 Image Text Feature Extraction
2.3 Audio Feature Extraction
2.4 Feature Fusion
3 Experimental Tests
3.1 Experimental Environment
3.2 Data Fusion Performance Test
3.3 Information Processing Time Test
4 Conclusion
References
Design of Intelligent Accounting Education System Based on Data Processing Technology
1 Introduction
2 Design of Intelligent Accounting Education System Based on Data Processing Technology
2.1 Design of Student Information Management Module
2.2 Design of Classroom Attendance Module
2.3 Design of Data Preprocessing Module
2.4 Design of Classroom Condition Monitoring Module
2.5 Design of Network Lesson Preparation and Class Module
2.6 Financial Knowledge Discovery Module
2.7 Operation Configuration Module
3 System Test
3.1 Test Environment
3.2 Test Items
3.3 Load Test Results and Analysis
4 Conclusion
References
Training Simulation System of Aviation Electromechanical Specialty Based on Multimodal Information Processing
1 Introduction
2 Hardware Design of the Training Simulation System for Aviation Electromechanical Professional
3 Software Design of Training Simulation System for Aviation Electromechanical Specialty
3.1 Design and Training Simulation System Component Model Library
3.2 Establish a Learning Target Perception Model Based on the Multi-Modal Information Processing Process
3.3 Design Professional Training Simulation Teaching Module
4 Experiments and Research
4.1 System Function Test
4.2 System Performance Test
4.3 System Response Time Test
5 Conclusion
References
Practical Teaching Platform of Aircraft Maintenance Skills Based on Virtual Reality Technology
1 Introduction
2 Practice Teaching Platform for Aircraft Maintenance Skills
2.1 Construction of Practical Teaching System for Aircraft Maintenance Skills
2.2 Optimization of Practical Teaching Steps for Aircraft Maintenance
2.3 The Practical Teaching System of Aircraft Virtual Maintenance
3 Analysis of Experimental Results
4 Conclusion
References
Information Teaching Management System of College Employment Guidance Course Based on Hybrid Architecture
1 Introduction
2 Hardware Design of the Information Teaching Management System for College Employment Guidance Courses Based on Hybrid Architecture
2.1 MySQL Database
2.2 Hierarchical and Authority Management of Employment Management Module
2.3 Graduate Job Search Module
2.4 Employer Recruitment Module
2.5 User Authority Management of Employment Management Module
3 The Software Design of the Information Teaching Management System for College Employment Guidance Courses Based on the Hybrid Architecture
3.1 Graduate Login
3.2 Resume Management
3.3 Job Search
3.4 Contract Management
4 Experimental Research
4.1 Experimental Design
4.2 Experimental Results
5 Conclusion
References
Teaching and Training System of Power Grid Monitoring Technology Based on Multimodal Information Processing
1 Introduction
2 System Hardware Design
2.1 Configure the System Server
2.2 Course Teaching Information Collector
2.3 Embedded Processors
2.4 Teaching Information Storage of Power Grid Monitoring Technology Course
2.5 System Circuit Design
3 Course Teaching and Training System Database Design
4 Software Function Design of Course Teaching and Training System
4.1 Build a Training Scene for the Power Grid Monitoring Technology Course
4.2 Implementation Process of Simulated Power Grid Monitoring Technology
4.3 Retrieval of Course Resources Using Multimodal Information Processing Technology
4.4 Interactive Design of Course Teaching and Training
5 System Test
6 Conclusion
References
AI based Educational Modes and Methods
Image Watermark Removal Method of Classroom Teaching Recording and Broadcasting System Based on Deep Learning
1 Introduction
2 Preprocessing Before Removing Image Watermark in Classroom Teaching Recording and Broadcasting System
2.1 Image Correction
2.2 Image Filtering Processing
3 Detailed Representation of Image Watermark in Classroom Teaching Recording and Broadcasting System
4 Implementation of Image Watermark Removal in Classroom Teaching Recording and Broadcasting System
5 Experimental Analysis
5.1 Analysis of Image Watermark Removal Effect of Simple Classroom Teaching Recording and Broadcasting System
5.2 Analysis of Image Watermark Removal Effect of Complex Classroom Teaching Recording and Broadcasting System
6 Conclusion
References
Research on Online Digital Painting Creation Education Model Based on Cloud Platform
1 Introduction
2 Online Digital Painting Creation Education Model
2.1 Online Digital Painting Creation Education Management Platform
2.2 Evaluation Algorithm of Online Digital Painting Creation Education
2.3 Realization of Digital Painting Creation Education
3 Experiment
3.1 Experimental Analysis
3.2 Experimental Results
4 Conclusion
References
Intelligent Course Scheduling Method of Single Chip Microcomputer Application Technology Based on Reinforcement Learning
1 Introduction
2 Intelligent Course Arrangement Method of Single Chip Microcomputer Application Technology based on Enhanced Learning
2.1 Collect Course Scheduling Data of Single Chip Microcomputer Application Technology
2.2 Design Intelligent Course Scheduling Database Based on Reinforcement Learning
2.3 Realize Intelligent Course Scheduling of Single Chip Microcomputer Application Technology
3 Experiment and Analysis
3.1 Experimental Process
3.2 Experimental Results and Discussion
4 Conclusion
References
Intelligent Prediction Method of Online Open Course Passing Rate of Automation Technology
1 Introduction
2 Intelligent Prediction of Online Open Course Passing Rate
2.1 Characteristic Information Collection of Online Open Courses of Automation Technology
2.2 Evaluation Algorithm of Online Open Course Passing Rate of Automation Technology
2.3 Implementation of Online Open Course Pass Rate Evaluation of Automation Technology
3 Analysis of Experimental Results
4 Conclusion
References
Transmission Line Visual Inspection Method Based on Neural Network Online Learning
1 Introduction
2 Transmission Line Visual Inspection Based on Online Learning
2.1 Transmission Line Structure Feature Acquisition Based on Online Learning
2.2 Transmission Line Fault Identification Algorithm Based on Online Learning
2.3 Realization of Actual Detection of Transmission Lines
3 Experiment
3.1 Experimental Analysis
3.2 Experimental Results
4 Conclusion
References
Intelligent Integration Method of Innovation and Entrepreneurship Education Management Information Based on ANNS
1 Introduction
2 Information Intelligent Integration Index Construction Based on ANNS
2.1 The Intelligent Integration Index Function Indicates the Service Order
2.2 Build a Hierarchical Index
3 Intelligent Integration of Innovation and Entrepreneurship Education and Management Information Based on ANNS
3.1 Mode-matching Algorithm
4 Intelligent Integration of Innovation and Entrepreneurship Education and Management Information
5 Experiment
5.1 Experimental Data Source
5.2 Analysis of Information Retrieval Indicators
5.3 Analysis of Information Integration Time Index
6 Conclusion
References
Extraction Method of Emotional Elements of Online Learning Text Information Based on Natural Language Processing Technology
1 Introduction
2 Research on Emotional Element Extraction Method of Online Learning Text Information Based on Natural Language Processing Technology
2.1 Online Learning Text Information Preprocessing and New Word Discovery
2.2 Text Information Feature Extraction
2.3 Classification of Emotional Polarity of Text Information
2.4 Realize the Emotional Element Extraction of Text Information
3 Experimental Study
3.1 Experimental Contents
3.2 Experimental Results
4 Conclusion
References
Simulation Analysis of Entrepreneurial Behavior Selection Mechanism of Higher Vocational College Students Based on Teaching Big Data
1 Introduction
2 Selection Mechanism of Students’ Entrepreneurial Behavior in Higher Vocational Colleges Based on Teaching Big Data
2.1 Obtain the Talent Training Objectives of Higher Vocational Colleges
2.2 Identify Entrepreneurial Decision-Making Characteristics
2.3 Teaching Big Data Extracts the Constituent Elements of Students’ Entrepreneurial Behavior
2.4 Build the Selection Mechanism
3 Simulation Analysis
3.1 Build a Simulation and Experimental Environment
3.2 Results Analysis
4 Conclusion
References
College Library Assisted Online Teaching Model Based on Cloud Service
1 Introduction
2 Analysis on the Characteristics of Cloud Service in Assisted Instruction
2.1 Resource Sharing
2.2 Flexibility of Learning Style
2.3 Learning Integration
3 Construction of Online Teaching Model Assisted by University Library
3.1 Learner Feature Analysis Module
3.2 Learning Task Design Module
3.3 Learning Group Composition Design Module
3.4 Learning Resource Design Module
4 Cloud Service Assisted Online Teaching Practice
4.1 Preliminary Preparation for Teaching Practice
4.2 Analysis of Teaching Effect
5 Conclusion
References
Innovative Application of Big Data Technology in Network Teaching Model of University Courses
1 Introduction
2 Analysis on the Current Situation of Network Teaching Model of Courses in Colleges and Universities
3 Research on the Innovative Application of Big Data Technology in College Curriculum Network Teaching Model
3.1 User Preference Acquisition of Course Network Teaching Model
3.2 Get Model User Preferences
3.3 User Clustering
3.4 Realizing the Optimization of Network Teaching Model of College Courses
4 Experimental Study
4.1 Experimental Contents
4.2 Experimental Result
5 Conclusion
References
Intelligent Statistical Method of Accounting Information Teaching Data Based on SVM
1 Introduction
2 Intelligent Statistical Method of Accounting Information Teaching Data Based on SVM
2.1 Establishing the Unbalanced Processing Mechanism of Accounting Information Teaching Data
2.2 Design Multiple Binary Classification SVM Models
2.3 Establishment of Multi Classification Data Labels Based on SVM
2.4 Establishing an Intelligent Statistical Model of Accounting Information Teaching Data
3 Experimental Study
4 Conclusion
References
Research on Online Teaching Method of Children’s Sports Enlightenment from the Perspective of Artificial Intelligence
1 Introduction
2 Design of Online Teaching Method for Children’s Sports Enlightenment
2.1 Build an Online Teaching Environment for Children’s Sports Enlightenment
2.2 Mining Online Teaching Resources of Children’s Sports Enlightenment
2.3 Establish an Online Teaching Quality Evaluation Mechanism for Children’s Physical Education Enlightenment
2.4 Design the Online Teaching Process of Children’s Sports Enlightenment
3 Experimental Comparative Analysis
3.1 Set Experimental Parameters
3.2 Experimental Preparation
3.3 Result Analysis
4 Conclusion
References
Deep Level Intelligent Mining Method of Online Education Decision Information in Economic Management
1 Introduction
2 Deep Level Intelligent Mining Method of Online Education Decision Information in Economic Management
2.1 Collecting Information of Economic Management Discipline
2.2 Extracting Hierarchical Features of Decision Information
2.3 Classification of Online Education Types
2.4 Design Deep Level Intelligent Mining Method
3 Application Test
3.1 Test Preparation
3.2 Test Results
4 Conclusion
References
Research on Data Mining Technology of Online Intelligent Education Under Collaborative Learning
1 Introduction
2 Data Mining Technology of Online Intelligent Education Under Collaborative Learning
2.1 Establishing Learner Profiles Under Collaborative Learning
2.2 Extracting Educational Data Features
2.3 Clustering of Students’ Behavior Characteristics in Online Wisdom Education
2.4 Design Online Intelligent Education Data Mining Algorithm
3 Experimental Analysis
3.1 Experimental Data Set
3.2 Experimental Setup
3.3 Results and Analysis
4 Conclusion
References
Resource Assisted Online Teaching Model of University Library in the Context of Ecological Civilization
1 Introduction
2 Design of Resource Assisted Online Teaching Model of University Library in the Context of Ecological Civilization
2.1 Designing the Resource Assisted Teaching Mode of University Library
2.2 The Principle of Optimizing the Resources of University Library and Assisting Online Teaching in the Context of Ecological Civilization
2.3 Planning the Standards of Online Assisted Instruction in University Libraries
2.4 Constructing the Resource Assisted Online Teaching Model of University Library in the Context of Ecological Civilization
3 Case Analysis
3.1 Overview and Preparation
3.2 Application Effect and Discussion
4 Conclusion
References
Online Education and Learning Model of Applied Optics Course Based on Artificial Intelligence
1 Introduction
2 Online Education and Learning Model of Applied Optics Course
2.1 Online Education Management System of Applied Optics Course
2.2 Online Learning Evaluation Index of Applied Optics Course
2.3 Realization of Online Teaching and Learning of Applied Optics Course
3 Analysis of Experimental Results
4 Conclusion
References
Online Teaching Method of Biochemistry Course of Nursing Specialty Based on Association Rules
1 Introduction
2 Related Work Introduction
3 Problems in Online Teaching
4 Integration of Teaching Data
5 Preprocessing of Teaching Data
6 Association Rule Mining
7 Design the Online Teaching Method of Biochemistry Course of Nursing Specialty Based on Association Rules
8 Example Analysis
8.1 Analysis Tools
8.2 Research Object
8.3 Parameter Setting
8.4 Basic Processes Based on Association Rules
8.5 Evaluation Method
8.6 Course Recommendation Results
9 Conclusion
References
Music Distance Education Resource Sharing Method Based on Big Data Platform
1 Introduction
2 Applied Technical Analysis
2.1 Big Data Platform Architecture
2.2 Virtual Sharing Technology
2.3 Educational Resource Sharing Weight Calculation
3 Music Distance Education Resource Sharing Method
3.1 IaaS Build
3.2 OpenStack Scheduling Policy
3.3 Shared Traffic Statistics
4 Case Analysis
5 Conclusion
References
Real-Time Tracking Method of Students’ Targets in Wushu Distance Teaching Based on Deep Learning
1 Introduction
2 Design of Real-time Tracking Method for Students’ Targets in Wushu Distance Education Based on Deep Learning
2.1 Determine the Tracking Characteristics of Wushu Distance Teaching Goals
2.2 Design of Real-Time Tracking Model of Wushu Distance Teaching Objectives Based on Deep Learning
2.3 Optimizing FDT Net Wushu Distance Teaching Goal Tracking Algorithm
2.4 Real-Time Tracking of Students’ Goals in Wushu Distance Teaching
3 Test
3.1 Prepare for the Experiment
3.2 Experimental Results and Discussion
4 Conclusion
References
Research on Anomaly Detection of Distributed Intelligent Teaching System Based on Cloud Computing
1 Introduction
2 Anomaly Detection of Distributed Intelligent Teaching System
2.1 Recognition of Abnormal Information in Intelligent Teaching System
2.2 The Abnormal Area Location Algorithm of the Intelligent Teaching System
2.3 Implementation of Anomaly Detection in a Distributed Intelligent Teaching System
3 Analysis of Experimental Results
4 Conclusion
References
Abnormal Traffic Detection Method of Educational Network Based on Cluster Analysis Technology
1 Introduction
2 Cluster Processing and Analysis of Abnormal Traffic in Education Network
2.1 Standardization of Abnormal Flow Information
2.2 Subspace Clustering
2.3 Cluster Similarity Calculation
3 Abnormal Traffic Detection in Education Network
3.1 Abnormal Flow Information Extraction
3.2 Median Absolute Deviation
3.3 The Minimum Covariance of the Test Results
4 Case Analysis
5 Conclusion
References
Simulation Operation System of Civil Aviation Professional Electromechanical Equipment Based on Human-Computer Interaction
1 Introduction
2 System Hardware Design
3 System Software Design
3.1 Simulation Modeling of Electromechanical Equipment
3.2 Key Frame Extraction
3.3 Practical Gesture Recognition of Electromechanical Equipment
4 Test Experiment
4.1 Experiment Content
4.2 Experimental Results
5 Conclusion
References
Design of Online Teaching Method for Subject Knowledge of Mathematics Teachers in Higher Vocational Colleges Based on Convolutional Neural Network
1 Introduction
2 Improved Convolutional Neural Network Algorithm Based on Online Teaching Features
2.1 Optimizing the Algorithm Structure of Convolutional Neural Network
2.2 Build Loss Function
3 Integration of Online Teaching Materials Based on Convolutional Neural Network Algorithm
3.1 Data Set Construction Process
3.2 Model Training and Generation Process
3.3 Picture Classification and Recognition Process
4 Optimizing the Examination System of Mathematics Online Teaching Courses in Higher Vocational Colleges
5 Case Analysis
5.1 Analysis of Current Teaching Situation
5.2 Application Process and Results
6 Conclusion
References
3D Reconstruction Method of Virtual Teaching Laboratory Model Based on Akaze Features
1 Introduction
2 Feature Matching of Virtual Teaching Laboratory Based on AKAZE Features
3 3D Reconstruction of Virtual Teaching Laboratory Model Based on AKAZE Features
3.1 Association Graph Construction Based on AKAZE Features
3.2 Image Model Building
3.3 Calculation of Global Rotation Matrix and Translation Matrix
3.4 Rebuild Process Design
4 Simulation
4.1 Simulation Process
4.2 Feature Matching Result Analysis
4.3 Analysis of Reconstruction Renderings
5 Conclusion
References
Author Index