Application of Big Data, Blockchain, and Internet of Things for Education Informatization: Second EAI International Conference, BigIoT-EDU 2022 Virtual Event, July 29–31, 2022 Proceedings, Part II

Preface
Organization
Contents – Part II
Research on Educational Informatization from the Perspective of Pedagogy
	1 Introduction
	2 Related Work
	3 Concept and Characteristics of Educational Informatization
		3.1 Concept of Educational Informatization
		3.2 Characteristics of Educational Informatization
	4 Research on Educational Informatization
		4.1 Problems Caused by Excessive Emphasis on Technology in Educational Informatization
		4.2 Highlight the Core Issue of Educational Informatization is Education
	5 Educational Informatization from the Perspective of Pedagogy
		5.1 Environmental Construction of Educational Informatization
		5.2 The Renewal of Educational Concept is the Premise of Educational Informatization
	6 Conclusion
	References
Somatosensory Dance Interaction System Based on AdaBoost Algorithm
	1 Introduction
	2 Related Work
		2.1 Somatosensory Interaction Technology
		2.2 AdaBoost Algorithm
	3 Demand Analysis of Somatosensory Dance Interaction System
		3.1 System Design Principles
		3.2 System Design Objectives
	4 Somatosensory Dance Interaction System Based on AdaBoost Algorithm
		4.1 Overall Architecture
		4.2 Module Division Design
		4.3 Implementation of Action Recognition
	5 Conclusion
	References
Value Reconstruction and Path Innovation of Blockchain Technology for the Development of Higher Education
	1 Introduction
	2 Overview of Relevant Technologies
		2.1 Blockchain Technology
		2.2 Characteristics of Blockchain
	3 Value Reconstruction and Path Innovation of Blockchain Technology for the Development of Higher Education
	4 Blockchain Information Management Mode
	5 Conclusion
	References
Research on the Design of Automatic Accompaniment System of Piano Teaching Audio Database Under the Background of the Internet
	1 Introduction
	2 Piano Education Cloud Information Platform
		2.1 Interactive Piano Teaching Platform
		2.2 Intelligent Assessment
	3 Scientific Research Management and Teaching Platform
		3.1 The Mode and Platform Structure of Scientific Research Teaching
		3.2 Research Management Mode and Platform Architecture
	4 Art Practice Cloud Platform
		4.1 The Problems of Piano Art Practice in Traditional Colleges and Universities
		4.2 Cloud Platform Art Practice Mode
	5 Integrated Teaching Mode of Teaching, Scientific Research and Art Practice
		5.1 The Combination of Theory and Performance Technique
		5.2 Autonomous Learning Piano Ecosystem
	6 Conclusion
	References
Research on the Evaluation of College English Classroom Teaching Quality Based on Triangular Fuzzy Number
	1 Introduction
	2 Analysis of the Impact of MU on the Classroom Model
		2.1 The Design of Rich Classroom Activities to Develop Students’ English Language Skills
		2.2 Sharing Resources and Personalising Learning
		2.3 Pay Attention to the Subject Status of Students
		2.4 Formative Evaluation of Diversification
	3 Classroom Model in College English Teaching Reform
		3.1 Establish a Scientific Curriculum Teaching System
		3.2 Innovative Teaching Mode
	4 Conclusion
	References
Study on the Interactive Education System of Motion Evaluation Algorithm
	1 Introduction
	2 Related Work
		2.1 Characteristics of Interactive Teaching Methods
		2.2 Somatosensory Interaction Equipment
	3 Somatosensory Dance Interaction System Based on Motion Evaluation Algorithm
		3.1 Motion Evaluation Algorithm
		3.2 Overall Architecture
	4 Teaching Suggestions
	5 Conclusion
	References
Research on the Evaluation of Constructive English Teaching Model Based on RBF Algorithm
	1 Introduction
	2 Related Work
		2.1 Difference Between RBF Neural Network and BP Neural Network
		2.2 RBF Algorithm
		2.3 Constructive Teaching Mode
	3 Research on the Evaluation of Constructive English Teaching Model Based on RBF Algorithm
	4 Simulation Analysis
	5 Conclusion
	References
Algorithm and Implementation of College English Teaching Comprehensive Ability Evaluation System
	1 Introduction
	2 Related Work
		2.1 English Teaching Evaluation
		2.2 Fuzzy Algorithm Evaluation
	3 An Analysis of the Comprehensive Ability Evaluation System of College English Teaching
		3.1 Principles of Construction of Teaching Ability Evaluation Index System
		3.2 College English Teaching Comprehensive Ability Evaluation System
	4 College English Teaching Comprehensive Ability Evaluation System
		4.1 Comprehensive Ability of College English Teaching
		4.2 Comprehensive Ability Evaluation of English Teaching
	5 Conclusion
	References
Design of English Teaching Resource Management System Based on Collaborative Recommendation
	1 Introduction
	2 Collaborative Recommendation Technology
		2.1 Introduction of Collaborative Recommendation Technology
		2.2 Implementation Process of Collaborative Recommendation Technology
	3 Analysis of English Teaching Resource Management System
		3.1 Principles of Using English Teaching Resources
		3.2 System Design
	4 System Implementation
	5 Conclusion
	References
Analysis of College English Teaching Under the Network Teaching Platform
	1 Introduction
	2 Analysis of the Current Situation of College English Teaching
		2.1 Advantages of College English Network Teaching
	3 Analysis of the Existing College English Online Teaching Platform
	4 Improve the Ability of English Audio-Visual Teaching and Learning Through Online Teaching Platform
	5 Analysis of College English Teaching Under the Network Teaching Platform
		5.1 The Reading and Writing Mode of Network Teaching Is More Humanized Than Traditional Classroom Teaching
		5.2 Translation Under the Network Platform to Comprehensively Improve Students’ English Ability
	6 Conclusion
	References
Design and Realization of the Innovation and Entrepreneurship Experience System of Data Dynamic Innovation Model
	1 Introduction
	2 Construction and Operation Mechanism Analysis of New College Students’ Entrepreneurship and Innovation Mechanism
	3 Design of College Students’ Innovation and Entrepreneurship Experience System Based on Multi-dimensional Dynamic Innovation Model
		3.1 System Basic Requirements Analysis
		3.2 System Database Design
	4 System Design and Implementation
	5 Conclusion
	References
Application of Random Simulation Algorithm in Physical Education Teaching Evaluation
	1 Introduction
	2 Stochastic Simulation Algorithm
		2.1 Concept of Stochastic Process
		2.2 Development History of Stochastic Process
	3 Construction of Evaluation Index System of Physical Education Teachers’ Teaching Ability
		3.1 Basic Principles of Constructing Evaluation Index System
		3.2 Basic Process of Constructing Evaluation Index System
	4 Application of Random Simulation Algorithm in Physical Education Teaching Evaluation
		4.1 Random Simulation Algorithm is the Most Appropriate Method to Evaluate PE Teachers’ Teaching Ability
		4.2 Suggestions for Model Improvement
	5 Conclusion
	References
Application of Improved Association Rule Algorithm in E-commerce English
	1 Introduction
	2 Association Rule Mining in E-commerce
		2.1 Overview of E-commerce
		2.2 The Process of Data Mining in E-commerce
	3 Analysis of Characteristics of E-business English
	4 Improved Association Rule Algorithm
		4.1 Basic Concepts of Association Rules
		4.2 Application of Improved Association Rule Algorithm in E-commerce English
	5 Conclusion
	References
Application of Risk Assessment Model of Accounting Resource Sharing Management in Education and Teaching
	1 Introduction
	2 Collaborative Algorithm
		2.1 Basic Idea of Coevolutionary Algorithm
		2.2 Coevolutionary Algorithm and Its Classification
	3 Design of Risk Assessment Model for Accounting Resource Sharing Management
		3.1 Selection of Evaluation Indicators
		3.2 Establishment of Quantitative Risk Assessment Model
	4 Conclusion
	References
Innovation Analysis of English Education in Higher Vocational Colleges Based on Multi-objective Genetic Algorithm
	1 Introduction
	2 Related Work
		2.1 Research Status of Multi-objective Genetic Algorithm
		2.2 Multi Objective Genetic Algorithm
	3 Subjective Defect of Evaluation Index
	4 Analysis of English Education Innovation
	5 Conclusion
	References
Design of Taijiquan Multimedia Distance Teaching System Based on ASP Technology
	1 Introduction
	2 Related Work
		2.1 Introduction to ASP Technology
		2.2 Design Objectives
		2.3 Design Idea of Network Distance Teaching System
	3 Functions of Taijiquan Multimedia Distance Teaching System
	4 Main Implementation Technologies and Methods of Taijiquan Multimedia Distance Teaching System
		4.1 Main Implementation Technologies
	5 System Implementation Method
	6 Conclusion
	References
Innovation of Film and Television Screenwriter Education in the Era of Mobile Internet
	1 Introduction
	2 Research on the Reform Background of Film and Television Screenwriter Teaching Under the Internet Environment
	3 Opportunities and Challenges for the Development of Film and Television Drama in the Internet Era
		3.1 The Internet Era Has Brought New Opportunities for the Development of Film and Television Dramas
		3.2 Big Data in the Internet Era Has Also Brought Challenges to the Development of Film and Television Dramas
	4 Specific Reform Ways of Film and Television Screenwriter Course Teaching Under the Internet Environment
		4.1 Build a Strong Sense of Film and Television Screenwriting
		4.2 Train the Editing and Creation Ability of One Specialty and Many Abilities
		4.3 Set Up Rich and Colorful Classroom Teaching
	5 Conclusion
	References
Innovative Analysis of Sports Competition Training Integrating Interactive Digital Media
	1 Introduction
	2 Related Work
		2.1 New Technology of Digital Media
		2.2 Digital Media Technology and the Development of Sports
	3 Sports Competition Training Innovation Integrating Interactive Digital Media
		3.1 Sports System Simulation
		3.2 Interactive Sports Training Simulation System
	4 Application of VR Technology in Sports Competition Innovation
	5 Conclusion
	References
Design Teaching and Implementation of Data Mining Algorithm in Business Management System
	1 Introduction
	2 Related Work
		2.1 Data Mining Technology
		2.2 B/S Architecture
	3 Design of Data Mining Algorithm in Business Management System
	4 Design of Data Mining Algorithm in Enterprise Management System
		4.1 Digital Management Becomes an Effective Means for Enterprises to Enhance Their Core Competitiveness
		4.2 Establishment of Business Management System
	5 Conclusion
	References
Input and Understanding of Chemical Symbols in Multimedia Education Software
	1 Introduction
	2 Cognitive Law of Chemical Symbols
		2.1 “Chemical Symbol” is the Basis for the Formation and Development of Chemical Science
		2.2 “Chemical Symbols” is the Core Content of Middle School Chemistry Curriculum
		2.3 The Teaching Problem of “Chemical Symbols” Has Existed for a Long Time and Needs to Be Broken Through
	3 System Analysis
		3.1 Special Symbol Processing
		3.2 Intelligent Trim
	4 Treatment of Special Symbols in Inorganic Chemistry
		4.1 Input Process Design of Inorganic Chemistry Symbols
		4.2 Finishing Process Design of Inorganic Chemical Symbols
		4.3 Intelligent Balancing of Inorganic Chemical Equations
	5 Conclusion
	References
Investigation and Analysis on Learning Attitude of Public Pedagogy Under the Background of Big Data
	1 Introduction
	2 Related Work
	3 Changes in Teachers’ Teaching in the Era of Big Data
		3.1 Massive Teaching Resources in the Era of Big Data
		3.2 It Is So Simple for University Teachers to Predict, Understand and Evaluate Teaching Behavior According to the Times
	4 Attribution Analysis of Public Pedagogy Learning
		4.1 Course Objectives Are Not Clear Enough
		4.2 Unreasonable Educational Curriculum
	5 Some Suggestions on the Teaching Reform of Public Pedagogy
		5.1 Theoretical Basis
		5.2 Transformation of Traditional Teaching Methods Based on Big Data
	6 Conclusion
	References
Multi-color Garment Cutting and Decoupling Optimization Teaching Method Based on Data Mining Algorithm
	1 Introduction
	2 Data Mining
		2.1 Basic Concepts of Data Mining
		2.2 Data Mining Process
		2.3 Classification of Data Mining
	3 Optimization Model of Multi-color Garment Cutting and Dividing Bed
		3.1 Problem Description
		3.2 Mathematical Model
	4 Decoupling Optimization Method of Multi-color Garment Cutting Bed Based on Data Mining Algorithm
		4.1 Decoupling Strategy Based on Least Squares
		4.2 Genetic Manipulation
	5 Conclusion
	References
Development of Computer Intelligent Proofreading System from the Perspective of Medical English Translation Application
	1 Introduction
	2 Related Work
		2.1 English Translation Computer Intelligent Proofreading Process Design
		2.2 Medical English Translation
	3 Design of English Translation Computer Intelligent Proofreading System
		3.1 Overall System Architecture Design
		3.2 Hardware Design
		3.3 Computer Intelligent Proofreading Method Based on Improved Phrase Translation Model
	4 System Development
	5 Conclusion
	References
On the Application and Significance of Simulation Technology in Film Creation
	1 Introduction
	2 Composition and Simulation Steps of Digital Simulation Technology
	3 The Influence of Simulation Technology on Film Creation
	4 Conclusion
	References
On the Design of Student Employment Module in Higher Education Management System Based on Genetic Algorithm
	1 Introduction
	2 Genetic Algorithm
		2.1 Overview of Genetic Algorithm
		2.2 Characteristics of Genetic Algorithm
	3 Analysis of College Student Employment Management System
		3.1 Design Objectives and Principles of Student Employment Management System
		3.2 Design of Student Employment Module in Higher Education Management System Based on Genetic Algorithm
	4 Description of Employment Module
	5 Conclusion
	References
Discussion and Practice of Online and Offline Mixed Teaching of Track and Field Course Based on OBE Concept
	1 Introduction
	2 Related Work
		2.1 Online and Offline Mixed Teaching Mode of Track and Field Course
		2.2 OBE Concept
	3 Teaching Analysis of Track and Field Course
		3.1 Research and Development Trend of Track and Field Teaching Method in China
		3.2 The Main Problems Existing in the Research of Track and Field Classroom Teaching in China
	4 Online and Offline Mixed Teaching of Track and Field Courses Based on OBE Concept
		4.1 Junior High School Sports Line Theoretical Basis of On-Line and Off-Line Hybrid Teaching Mode
		4.2 Teaching Objectives of On-Line and Off-Line Hybrid Teaching Model of Junior Middle School Physical Education
	5 Conclusion
	References
Research and Application of Software Testing Method Improvement Based on Big Data Information
	1 Introduction
	2 The Necessity of Improving Software Testing Methods
		2.1 Application of Big Data Information Mining Technology
		2.2 Application of Big Data Information Storage
	3 Improvement Strategy of Software Testing Method Under Big Data Information
		3.1 Improvement of Particle Swarm Optimization and Ant Colony Algorithm
		3.2 Improvement of Modeling Processing
		3.3 Improvement Strategy of Big Data Simulation Test
	4 Conclusion
	References
Establishment and Application of Quality Evaluation System of College Students’ Psychological Education Based on Genetic Algorithm
	1 Introduction
	2 Related Work
		2.1 Genetic Algorithm
		2.2 Evaluation System of Psychological Teaching
	3 Establishment and Application of College Students’ Psychological Education Quality Evaluation System Based on Genetic Algorithm
	4 Establishment of Evaluation System
	5 Conclusion
	References
Research on Coordination Between Power Information Security System and Environment Based on Fusion Mechanism
	1 Introduction
	2 Related Work
		2.1 Positive Impact of Electricity on the Environment
		2.2 Multimodal Fusion Mechanism
	3 Negative Impact of Power Industry on Environment
	4 Power Information Security System and Environment Coordination Analysis
		4.1 Environmental System
		4.2 Power and Environment
	5 Conclusion
	References
Research on Economic Management Experiment Teaching Management System Based on Computer
	1 Introduction
	2 Related Work
		2.1 Overview of System Structure
		2.2 Design and Implementation of System Database Structure
	3 Research on Economic Management Experiment Teaching Management System Based on Computer
		3.1 Main Problems of Economic and Management Laboratories
		3.2 Functional Design of Economic Management Experiment Teaching Management System
		3.3 Provide Supporting Software and Hardware Resources for Extracurricular Experimental Teaching
	4 Conclusion
	References
Research on the Design of Psychological Quality Education of Violin Course in Colleges and Universities Under Virtual Technology
	1 Introduction
	2 Virtualization Technology
		2.1 Definition of Virtualization
		2.2 Server Virtualization
	3 Research on Teaching Mode of Violin Specialty in Colleges and Universities Based on Virtual Technology
		3.1 Teaching Mode of Group Cooperation Specialty
		3.2 Teaching Mode of School Enterprise Cooperation Specialty
	4 Ways to Cultivate the Psychological Quality of Violin Course
	5 Conclusion
	References:
Study on Corrosion Wear and Protection of Coal Preparation Equipment Based on PLC Centralized Control System
	1 Introduction
	2 Coal Preparation Equipment of PLC Centralized Control System
		2.1 Overall Design Scheme of PLC Centralized Control System in Coal Preparation Plant
		2.2 Hardware Platform Design and Implementation
	3 Study on Corrosion Wear and Protection of Coal Preparation Equipment
		3.1 Application and Development of Coal Preparation Equipment
		3.2 Various Factors Causing Wear of Beneficiation Equipment
	4 Maintenance Measures for Beneficiation Equipment
		4.1 Reduce Resonance of Equipment
		4.2 The Parts of Beneficiation Equipment Prone to Wear Shall Be Strengthened with High Wear-Resistant Materials
		4.3 The Key Parts of Beneficiation Equipment Shall Be Tested in Time
	5 Conclusion
	References
Summary of Research on Learning Analysis Based on Educational Big Data
	1 Educational Data Mining and Its Value
	2 Data Mining Algorithm
	3 Construction of Educational Data Mining Model for Students’ Online Learning Behavior Analysis
	4 Analysis on the Influencing Factors of Students’ Learning Behavior Based on the Information Guidance Platform
		4.1 Basic Principle of Ant Colony Algorithm
		4.2 Description of Students’ Learning Landing Behavior and Analysis of Influencing Factors
	5 Conclusion
	References
Research on the Influencing Factors of the Endangered Inheritance of Folk Intangible Cultural Heritage and the Educational Protection Based on Big Data Technology
	1 Introduction
	2 Related Work
		2.1 Concept of Intangible Cultural Heritage
		2.2 Reasons for Endangered Intangible Cultural Heritage Projects
	3 Inheritance and Protection of Folk Intangible Cultural Heritage Based on Big Data Technology
		3.1 Digital Communication of Intangible Cultural Heritage
		3.2 Significance of Folk Intangible Cultural Heritage Dissemination of Big Data Technology
	4 Build a Digital Protection Technology System for Folk Intangible Cultural Heritage
	5 Conclusion
	References
Teaching Practice and Research of Recognition System in Art Teaching Based on Visual Communication
	1 Introduction
	2 Relevant Overview
		2.1 Visual Communication Design
		2.2 Current Situation of Visual Communication Design Teaching
	3 Research on Art Teaching Based on Visual Communication
	4 Teaching Practice
	5 Conclusion
	References
Research on the Integration Design of Algorithm Teaching and Mathematics Curriculum Under Information Technology
	1 Introduction
	2 Related Work
		2.1 The Influence of Information Technology on Mathematics Education
		2.2 The Connotation of Information Technology and Curriculum Integration
	3 Research on the Integration of Information Technology and Mathematics Curriculum
		3.1 Theoretical Basis
		3.2 Implementation Principles of the Integration of Information Technology and Mathematics Curriculum
	4 Integrated Design of Algorithm Teaching and Mathematics Curriculum Under Information Technology
	5 Conclusion
	References
The Application Design of Modern Educational Information Technology in Kindergarten Teaching
	1 Introduction
	2 Research on the Application of Modern Educational Information Technology in Kindergarten Teaching
		2.1 Research on the Implementation Strategy of Early Childhood Teaching Under the Environment of Information Technology
		2.2 Research on the Impact of the Integration of Information Technology and Teaching on Children
	3 Application of Modern Educational Information Technology in Kindergarten Teaching
		3.1 Information Technology Can Effectively Promote Children’s Understanding of Teaching Content, Break Through Key and Difficult Points and Optimize the Teaching Process
		3.2 The Learning Situation with Both Sound and Picture of Information Technology Can Effectively Enrich Children’s Emotion
	4 Conclusion
	References
Research on the Management System of an Internet Big Data Analysis Platform Based on Machine Learning
	1 Introduction
	2 Machine Learning Based Internet Big Data Platform Management System
	3 Cluster Analysis Process for Big Data Analytics Platforms
	4 Conclusion
	References
Construction of Maker Education Resource Sharing Platform Based on Web Technology
	1 Introduction
	2 Maker Education
		2.1 Maker Connotation
		2.2 Problems and Causes of Maker Education in Colleges and Universities
	3 Construction of Maker Education Resource Sharing Platform Based on Web Technology
		3.1 System Architecture
		3.2 Related Technologies
	4 Research on the Construction Path Innovation of Maker Education Platform in Colleges and Universities
	5 Conclusion
	References
The Application of Documentary New Media Communication Platform in Education and Teaching
	1 Introduction
	2 Related Work
		2.1 Current Situation of Public Broadcasting Platform of Documentary
		2.2 Problems in Public Broadcasting Platform of Documentary
	3 Communication Characteristics of Documentary Under the New Media Environment
		3.1 Diversification of Communication Subjects
		3.2 Personalized Communication Content
		3.3 Three Dimensional Communication Platform
	4 Ideas for Building a New Media Communication Platform for Documentaries
	5 Conclusion
	References
Research on the “Online and Offline” Operation Education and Teaching Mode of Cross-Border E-commerce Business Based on the Internet
	1 Introduction
	2 Related Work
		2.1 Concept of Cross-Border E-commerce
		2.2 Development Characteristics of Cross-Border E-commerce in China
	3 Problems in the Integrated Development of Online and Offline Omni Channel Retail of Cross-Border E-commerce Platform
	4 Exploration of Online and Offline Development Path of Cross-Border E-commerce Platform Based on Internet
		4.1 Implement Differentiated Business Strategy for Different Psychology of Online and Offline Consumers
		4.2 Optimize the Online and Offline Cross-Border E-commerce Logistics Chain
		4.3 Formulate Double Line Cooperation and Development Strategy
	5 Conclusion
	References
Construction of Large-Scale Chinese-English Bilingual Corpus and Sentence Alignment
	1 Introduction
	2 Related Work
		2.1 Corpus
		2.2 Definition of Bilingual Chunks
	3 Construction of Large-Scale Chinese-English Bilingual Corpus in Unrestricted Fields and Research on Sentence Alignment
	4 Notional Correspondence
		4.1 Corresponding Strategies of High-Frequency Phrases
		4.2 Corresponding Strategies of Low-Frequency Phrases
	5 Conclusion
	References
The Application of Graphic Composition Design in Computer Vision Art Teaching
	1 Introduction
	2 Related Work
		2.1 Plane Composition
		2.2 Basic Element Analysis of Plane Composition
	3 Application of Graphic Composition Design in Computer Vision Art
		3.1 Principles of Computer Vision
		3.2 Characteristics of Computer Vision Art
		3.3 Application of Graphic Composition Design in Computer Vision Art Design
	4 Basic Methods of Graphic Design
	5 Conclusion
	References
Research on the Quality Evaluation of College Students’ Innovation and Entrepreneurship Education Based on Ant Colony Algorithm
	1 Introduction
	2 Related work
		2.1 Principle of Ant Colony Algorithm
		2.2 Current Situation of College Students’ Innovation and Entrepreneurship
	3 Research on the Quality Evaluation of College Students’ Innovation and Entrepreneurship Education Based on Ant Colony Algorithm
	4 Evaluation Process of Innovative Education
	5 Conclusion
	References
The Application of Hierarchical Teaching Mode Based on Hybrid Criterion Fuzzy Algorithm in Higher Vocational English Education
	1 Introduction
	2 The Characteristics and Current Situation of English Teaching in Higher Vocational Colleges
	3 Decision Model of Mixed Criteria Fuzzy Algorithm
	4 Hierarchical Teaching Mode
		4.1 Requirements for Higher Vocational English Teachers
		4.2 The Implementation of the Layered Teaching Mode
	5 Conclusion
	References
Research on the System Design of Primary School Science Multimedia Teaching
	1 Introduction
	2 Related work
		2.1 Current Situation of Science Teaching in Primary School
		2.2 The Coverage of Multimedia Technology Is Not Wide
		2.3 Advantages of Multimedia Technology in Primary School Science Teaching
	3 System Design of Primary School Science Multimedia Teaching
		3.1 Overview of Overall System Functions
		3.2 System Working Principle
		3.3 System Input and Output
		3.4 Overall System Design
	4 Multimedia System Benefits
	5 Conclusion
	References
Research on the Teaching Application of the Improved Genetic Algorithm in E-commerce
	1 Introduction
	2 Related Work
		2.1 Overview of Genetic Algorithm
		2.2 Improved Genetic Algorithm
	3 Research on the Teaching Application of the Improved Genetic Algorithm in E-commerce
	4 Experimental Simulation
	5 Conclusion
	References
Construction of a Mathematical Model Based on the Big Data Information Platform
	1 Introduction
	2 Improved Genetic Algorithm
		2.1 Principle of Genetic Algorithm
		2.2 Analysis of Improved Genetic Algorithms
	3 Improved Genetic Algorithm and Least Squares
		3.1 Least Squares Analysis
		3.2 Improved Genetic Algorithms Combined with Least Squares
	4 Mathematical Model Construction Based on Improved Genetic Algorithms
		4.1 Problem Formulation
		4.2 Building the Model and Simulation Analysis
	5 Conclusion
	References
Construction and Development of Chemistry Teaching Platform in Higher Vocational Colleges Under the Background of Artificial Intelligence
	1 Introduction
	2 Importance of Chemistry Teaching Platform in Higher Vocational Colleges
		2.1 Improving the Chemistry Teaching Platform is a Prerequisite for Cultivating High-Quality Skilled Professionals
		2.2 A Perfect Practical Teaching Platform is the Cornerstone of the Survival and Development of Higher Vocational Colleges
		2.3 The Perfect Practical Teaching Platform is the Booster for Higher Vocational College Teachers to Improve Their Educational Skills
	3 Construction of Chemistry Teaching Platform System in Higher Vocational Colleges
		3.1 System Structure Design
		3.2 System Function Requirement Analysis
	4 Improve the Practical Teaching Platform
		4.1 Clean Up the Existing Practical Teaching Platform
		4.2 Some Notes on the Construction of Practical Teaching Platform in Higher Vocational Colleges
	5 Conclusion
	References
Construction and Application of Computer Network Experimental Teaching Platform Based on Big Data
	1 Introduction
	2 Related Research Review
		2.1 Significance of Teaching Platform Construction
		2.2 Application Status in Big Data Environment
	3 Construction and Implementation of Computer Network Teaching Platform
	4 Significance of Building Computer Experiment Platform in Colleges and Universities
		4.1 The Construction of Computer Network Experimental Teaching Platform in Colleges and Universities Can Improve the Teaching Level of Network Courses
		4.2 The Construction of Computer Network Experimental Teaching Platform in Colleges and Universities Can Improve Students’ Employment Competitiveness
	5 Conclusion
	References
Computer Ability Education and Training of Tourism Talents in the Era of “Internet + Tourism Big Data”
	1 Introduction
	2 Demand Analysis and Feasibility
		2.1 Demand for Computer Ability of Tourism Talents
		2.2 Current Situation of Computer Ability Training of Tourism Talents
	3 Tourism Talents Training Mode in the Era of Internet Plus
		3.1 Increasing the Proportion of Training Courses and Focusing on Training New Tourism Talents in Line with the Internet Plus Era
		3.2 Construction of a Tourism Compound Talent Training Base Suitable for the Internet Plus Era
		3.3 Pay Attention to the New Requirements of the Quality of the Internet Plus Talents in the Training of Tourism Talents
	4 Conclusion
	References
Comparison Between American Restorative Justice and Chinese People's Mediation System in the Era of Big Data Intelligence
	1 Introduction
	2 Facing the Era of Big Data Intelligence
		2.1 Big Data
		2.2 Relationship Between Big Data and Artificial Intelligence
	3 People's Mediation System in China
		3.1 People's Mediation
		3.2 Legal System of People's Mediation
	4 American Restorative Justice and Chinese People's Mediation System
		4.1 Overview of Restorative Justice
		4.2 Analysis of American Restorative Justice and Chinese People's Mediation System
	5 Conclusion
Evaluation Method of English Teaching Quality Based on SOFM Neural Network
	1 Introduction
	2 SOFM Neural Network
		2.1 SOFM Network Structure
		2.2 SOFM Algorithm
	3 Principles to be Followed in the Evaluation of English Teaching Quality
	4 English Teaching Quality Evaluation Method Based on SOFM Neural Network
	5 Conclusion
	References
Communication Path and Influence Analysis of Drama, Film and Television Performance of Data Technology
	1 Introduction
	2 Related Work
		2.1 Big Data Era
		2.2 Drama, Film and Television Performance
	3 Analysis on the Characteristics of Drama Performance and Film and Television Performance
		3.1 Analysis of Main Characteristics of Drama Performance
		3.2 Main Features of Film and Television Performance
	4 Commonalities Between Drama Performance and Film and Television Performance
	5 Conclusion
	References
Evaluation Model of College English Teaching Effect Based on Big Data Platform
	1 Introduction
	2 Related Work
	3 Research on the Evaluation Index System of Middle School English Classroom Teaching
	4 Evaluation Model of College English Teaching Effect Based on Big Data Platform
	5 Conclusion
	References
Based on C4 Design and Implementation of College Health Sports System Based on 5 Algorithm
	1 Introduction
	2 Related Work
		2.1 C4. 5 Algorithm
		2.2 Development Environment
	3 Based on C4 Design and Implementation of College Health Sports System Based on 5 Algorithm
	4 System Implementation
	5 Conclusion
	References
Evaluation Model of College Students’ Psychological Education Quality Based on Data Technology
	1 Introduction
	2 Related Work
		2.1 Data Technology
		2.2 Quality Evaluation Mode
	3 Evaluation Model of College Students’ Educational Quality Based on Psychological Data
	4 Evaluation System
	5 Conclusion
	References
Classification Method of Educational Discourse Power Imbalance Data Set Based on Mixed Big Data Analysis
	1 Introduction
	2 Related Work
		2.1 Discourse and Discourse Power
		2.2 Discourse Power of Higher Education
	3 Unbalanced Data Set Classification Method Based on Mixed Big Data Analysis
		3.1 Analysis on the Influence of Unbalanced Data Set Sampling on SVM Classification
		3.2 Unbalanced Data Classification Algorithm Based on Mixed Big Data Analysis
	4 The Function of the Discourse Power of Higher Education
		4.1 The Individual Function of Educational Discourse Power
		4.2 The Social Function of Educational Discourse Power
	5 Conclusion
	References
Evaluation of Business English Practical Teaching Based on Decision Tree
	1 Introduction
	2 Related Work
		2.1 Practical Teaching Meaning
		2.2 Generation Process of Decision Tree
	3 The Guiding Significance of Decision Tree Practical Teaching Effect Evaluation Model to Business English Practical Teaching
	4 Effectiveness Evaluation of Business English Practical Teaching Based on Decision Tree
		4.1 Composition of Effectiveness Evaluation System of Business English Practical Teaching
		4.2 Improvement of Decision Tree Practical Teaching Effect Evaluation Model
	5 Conclusion
	References
Application of VR Technology in Practical Courses of Preschool Education Specialty
	1 Introduction
	2 Related Technologies
		2.1 Realization Principle of VR Effect
		2.2 Application of VR Technology in Education Industry
		2.3 Application Significance of VR Technology in Professional Practice Courses
	3 Application of VR Technology in Practical Courses of Preschool Education Specialty
	4 VR Teaching Practice in Preschool Education Practice Course
	5 Conclusion
	References
Evaluation of English Teaching Quality in Higher Vocational Colleges Based on Artificial Intelligence Optimization Network
	1 Introduction
	2 Related Work
		2.1 Research Status of English Teaching Quality Evaluation
		2.2 Big Data Analysis and Application Status
	3 Evaluation of English Teaching Quality in Higher Vocational Colleges Based on artificial Intelligence Optimization Network
	4 Collection and Processing of Evaluation Data Based on Big Data Analysis Technology
	5 Conclusion
	References
Application of Virtual Reality Technology in Environmental Art Design
	1 Introduction
	2 Related Technologies
		2.1 Characteristics of Virtual Reality System
		2.2 Software and Data Support
	3 The Perfect Combination of Virtual Reality and Art Design
	4 Practical Application
		4.1 Intuitive Art Design
		4.2 Accurate Art Design
		4.3 Interactive Art Design
		4.4 Design of Auxiliary Scenery
	5 Conclusion
	References
Exploration and Practice of Experimental Teaching Mode of Online and Offline Virtual Reality Combined with Hybrid Computer Network Course
	1 Introduction
	2 Overview of Relevant Technologies
		2.1 Current Situation of Computer Network Teaching
		2.2 Advantages of Online and Offline Hybrid Teaching
	3 Application of Online and Offline Virtual Reality Combined with Hybrid Computer Network Course Experimental Teaching Mode
	4 Evaluation of Students’ Experimental Teaching Effect
	5 Conclusion
	References
Application of Web Data Mining Algorithms in Information Management Education
	1 Introduction
	2 Web Data Mining Algorithm
		2.1 Basic Concepts and Characteristics of Data Mining Technology
		2.2 Web Database Technology
	3 Data Mining Method Based on Web Database
		3.1 Rough Set Method
		3.2 Fuzzy Set Method
		3.3 Neural Network Method
	4 Specific Application of Data Mining in Information Management
	5 Conclusion
	References
Application Progress of Particle Swarm Optimization in Modern Literature
	1 Introduction
	2 Related Work
		2.1 Particle Swarm Optimization
		2.2 The Occurrence Context of Modern Chinese Literature
		2.3 An Overview of Modern Literature
	3 Particle Swarm Optimization
		3.1 Basic Principle of Particle Swarm Optimization
		3.2 Modern Literature Particle Swarm Optimization Process
	4 Application of Particle Swarm Optimization Algorithm in Modern Literature
	5 Conclusion
	References
Exploration of Personalized Foreign Language Teaching Model Based on the Integration of Multimedia Means and Traditional Methods
	1 Introduction
	2 Discussion on Multimedia Assisted Foreign Language Teaching Mode
	3 The Strategy of Integrating the Traditional English Teaching Mode with the Multimedia Assisted Foreign Language Teaching Mode
	4 Advantages of Multimedia Technology in Foreign Language Teaching
	5 Conclusion
	References
Fast Conversion of Material Parameters of Asphalt Mixture by Laplace Transform
	1 Introduction
	2 Related Work
		2.1 Research on Asphalt Mixture
		2.2 Research on Laplace Transform Method
	3 Fast Conversion of Material Parameters of Green Mixture
		3.1 Viscoelastic Theory of Asphalt Materials
		3.2 Viscoelastic Theory of Asphalt Mixture
	4 Laplace Transform is Applied to Realize the Rapid Conversion of Asphalt Mixture Material Parameters
		4.1 Laplace Method and Random Number
		4.2 Reconstruction of Three-Dimensional Random Asphalt Mixture Meso Model
		4.3 Asphalt Filled Case Analysis
	5 Conclusion
	References
Higher Education Evaluation System Based on Computer Network
	1 Introduction
	2 Related Work
		2.1 Concept of Grid
		2.2 Problems in Higher Education Evaluation
		2.3 Necessity of Establishing Educational Evaluation Grid
	3 Evaluation and Analysis of Higher Education
		3.1 Analysis on the Characteristics of Higher Education Evaluation
		3.2 Selection of Evaluation Methods
	4 Higher Education Evaluation System Based on Computer Network
		4.1 Architecture of Browser/Server (B/S) System
		4.2 System Structure of Evaluation System
	5 Beam Language
	References
Author Index