Innovative Computing. Proceedings of the 5th International Conference on Innovative Computing (IC 2022)

Description

Preface Contents IC A Deep Learning-Based Approach for Mammographic Architectural Distortion Classification 1 Introduction 2 Methodology 2.1 Dataset 2.2 Data Augmentation 2.3 ROI Extraction 2.4 Deep Neural Network 2.5 SVM 2.6 KNN 2.7 Deep Neural Network Training 2.8 Performance Parameters 3 Experimental Analysis 4 Conclusion References Double Upsample Dilated Pyramid Network for Pollen Detection 1 Introduction 2 Related Works 2.1 Feature Pyramid Fusion 2.2 Receptive Field 3 Methods 3.1 Backbone 3.2 Double Upsample Feature Pyramid Network 3.3 Double Upsample Dilated Pyramid Network 4 Experiments 4.1 Datasets and Evaluation 4.2 Implementation Details 4.3 Compare with Other Detectors 5 Ablation Studies 5.1 The Order of Feature Merging and Batch-Norm 5.2 The Methods of Feature Combination 5.3 Various Dilated Rates of Receptive Field Pyramid 5.4 The Position of Dilated Pyramid in DUDPN 5.5 The Location of Dilated Pyramid in Feature Stage 5.6 The Repetition Rates of the DUDPN 5.7 Comparison of Different Feature Fusion with EfficientNet 6 Conclusion References Promoting Foreign Electronic Commerce and Economic Welfare 1 Introduction 2 Literature Review 2.1 E-commerce and Tariffs 2.2 International Margins 2.3 Input-Output Analysis 2.4 CGE Model 3 Data 4 Research Model 5 Simulation Results and Discussion 5.1 Simulation Results 5.2 Discussion 6 Conclusion A Appendix A A.1 Code of Production Function A.2 Code of Armington Aggregate A.3 Code of Representative Agency's Welfare B Appendix B B.1 Industry Classification References Knowledge Stock, Corporatism, and New Product Development in Open Innovation 1 Introduction 2 Theory Development and Literature Review 2.1 Knowledge Stock of Individuals 2.2 Diversity of Knowledge 2.3 Knowledge Sharing 2.4 Corporatism 3 Discussion and Implications References A Feature Fusion-Based Approach for Mammographic Mass Classification Using Deep Learning 1 Introduction 2 Methodology 2.1 Dataset 2.2 Image Preprocessing and Augmentation 2.3 Laplacian of Gaussian Filter Bank 2.4 Fusion of Deep CNN Features 2.5 Feature Fusion EfficientNet 2.6 MobileNet 2.7 AlexNet 2.8 DenseNet 2.9 Deep Neural Networking Training 2.10 Performance Parameters 3 Result Analysis 4 Conclusion References Recognition of Chinese Medical Named Entity Using Multi-word Segmentation Method 1 Introduction 2 Methods 2.1 Embedded Layer 2.2 Semantic Feature Extraction Layer 2.3 CRF Layer 3 Experiment and Result Analysis 3.1 Data Set 3.2 Comparison with Other Models 3.3 The Impact of Multi-word Segmentation on Model Performance 4 Conclusion References Chinese Electronic Medical Record Retrieval Method Using Fine-Tuned RoBERTa and Hybrid Features 1 Introduction 2 Related Works 3 Methodology 3.1 Finetuning RoBERTa Language Model 3.2 Semantic Features Extraction 3.3 Feature Fusion 3.4 Similarity Computing 4 Experiments and Results Analysis 4.1 Data Description 4.2 Experimental Parameters 4.3 Experimental Result 5 Conclusion References Bronchiectasis Detection and Classification Based on Deep Learning 1 Introduction 2 Research Content and Process 2.1 Data Acquisition, Sorting and Annotation 2.2 Data Preprocessing 2.3 Deep Learning Model Selection and Improvement 3 Experimental Results and Discussion 4 System Implementation 5 Conclusion References A Security Distributed Social Media Service Based on IoTA and IPFS 1 Introduction 2 Related Work 2.1 Tangle 2.2 IoTA 2.3 IPFS 2.4 AES 2.5 RSA 3 Methodology 3.1 System Structure 3.2 Encrypt 3.3 Decrypt 4 Result 4.1 Validation on Distributed System 4.2 Large File Storage 4.3 IPFS File Authorization 5 Conclusion References Analysis for Sequential Frame with Facial Emotion Recognition Based on CNN and LSTM 1 Introduction 2 Related Work 2.1 Facial Emotion Recognition 2.2 Convolutional Neural Network (CNN) 2.3 Long Short-Term Memory (LSTM) 2.4 Transfer Learning 3 Method 3.1 The Proposed Framework 3.2 Transfer Learning 4 Experiments and Results 4.1 Datasets 4.2 Data Preprocessing 4.3 Experiment Setup 4.4 Results 5 Conclusion References A Study for Digital Contents Management Based on Smart Home 1 Introduction 2 Related Research 3 Desing of SDCMOS (Smart Home Digital Contents Management and Operation System) References A Study of Smart Mart System Based on RFID/WSN 1 Introduction 2 Smart Mart System References Patent Litigation Between NPEs and Non-NPEs: Being Trapped or Moving Forward? 1 Introduction 2 Patent Wars and Solutions 3 Conclusions References Development of Automatic Voltage Stabilization System for Substation Using Deep Learning 1 Automatic Voltage Stabilization System 2 User Interface of the System References MLFSP20 Developing an Accessibility Assessment System for Mobile Devices 1 Introduction 2 Method 3 Results 3.1 Tap Assessment 3.2 Slide 3.3 Drag 4 Discussion References A Mobile Module Design of Rhythm in Music Based on Practicing Strategy 1 Introduction 2 Design of Mobile Module in Music Rhythm 2.1 System Development Strategy 2.2 Design of Mobile Module in Music Rhythm 3 Conclusion References Artificial Intelligence Identification Model for Chronic Kidney Disease 1 Introduction 2 Method 2.1 Tool 2.2 Data Resource 2.3 Research Process 2.4 Factors Selection 2.5 Model Training 2.6 Model Evaluation 3 Results 3.1 Demography 3.2 Factors Selection 3.3 Model Evaluation 4 Discussion 5 Conclusion References Using AI Algorithm to Establish the CVD Risk Assessment Model 1 Introduction 1.1 Background 1.2 Object 2 Literature Review 3 Method 3.1 Research Framework 3.2 Data Resource and Tools 3.3 Data Preprocessing 3.4 Feature Selection 3.5 Classification Model 4 Result 4.1 Demography 4.2 Correlation of Factors with Cardiovascular Diseases 4.3 Performance of Models 5 Conclusion References An Architecture of Real-World Data Database 1 Introduction 1.1 Background 1.2 Object 2 Literature Review 3 Method and Result 3.1 Standardized Data Architecture 3.2 Thematic Database Construction 3.3 Blockchain Architecture Security Protection 4 Conclusion and Discussion References ICIC 1 Research on the Online and Offline Mixed Teaching System of Dance in the Mobile Information Age 1 Introduction 2 Spring MVC Framework 3 Online and Offline Mixed Teaching Mode 3.1 Online Learning: Exploring First 3.2 Offline Teaching: Real Classroom 3.3 Online Learning: Expand and Consolidate 4 Functional Design of Online and Offline Mixed Teaching System of Dance 4.1 Teacher User Subsystem 4.2 Student User Subsystem 4.3 System Administrator Subsystem 5 Conclusion References Design and Implementation of Innovation and Entrepreneurship Platform for College Students Under the Background of “Internet+” 1 Introduction 2 Technical Framework 3 DecimalComplex Platform Function 4 Platform Implementation 4.1 Representation Layer Implementation 4.2 Business Layer Implementation 4.3 Persistence Layer Implementation 5 Conclusion References Development and Application of Electronic Portfolio Evaluation System for Chinese Writing Teaching in the Big Data Era 1 Introduction 2 Portfolio Evaluation Versus Traditional Evaluation 3 Student Work Upload Process Design 4 Teacher Evaluation Process Design 5 Conclusion References The Design and Implementation of the University Network Education Information Monitoring System Based on Big Data Technology 1 Introduction 2 Overall Architecture of Big Data Technology 3 System Workflow 4 Apriori Algorithm Flow 5 Implementation Path 6 Conclusion References On-line and Off-line Mixed Teaching System and Teaching Application of Sports Based on Modern Information Technology 1 Introduction 2 Network Structure of Online and Offline Hybrid Teaching System for “Public Physical Education” 3 Design of Online and Offline Hybrid Teaching Process of “Public Physical Education” 4 Teaching Contents and Teaching Reform Suggestions of Online and Offline Hybrid Teaching for “Public Physical Education” 4.1 Teaching Contents of “Public Physical Education” 4.2 Online and Offline Hybrid Teaching Reform Suggestions of “Public Physical Education” 5 Conclusion References Research on Multi-modal Corpus Construction Technology in ELAN-Based Communicative Competence Cultivation 1 Introduction 2 Conceptual Structuring Design of Corpus Storage 3 Logical Structure Design of the Corpus Storage 3.1 “Training Objective” Table 3.2 “Corpus Type” Table 3.3 “Corpus” Table 4 Corpus Labeling Technology Based on ELAN 5 Conclusion References Research on Computer Aided English Teaching in Higher Vocational Education Under the Background of Information Technology 1 The Benefits of Computer Assisted English Teaching Under the Background of Computer Technology 2 The Benefits of Computer-Assisted English Teaching 2.1 Computer-Assisted English Teaching Can Improve Students' Interest and Cultivate their Independent Learning Ability 2.2 Computer-Assisted English Teaching Can Improve Teaching Efficiency 3 Problems in Computer-Assisted English Teaching 3.1 Students are not Very Familiar with Computer-Assisted English Learning, Let Alone Practical Experience 3.2 Teachers' Teaching Concepts Are Outdated and Teaching Methods Are Backward 3.3 The School’s Facilities are Old and Lack Adequate Equipment 4 Opinions on Improving the Quality of Computer-Assisted Higher Vocational English Teaching 4.1 How do Vocational Students Use Computers for English Learning 4.2 How do Higher Vocational Teachers Use Computers for English Teaching 4.3 How does Society Use Computers to Cultivate English Talents 5 The Theoretical Basis of Computer Aided Teaching in Higher Vocational English Teaching 5.1 Principle of Moderation 5.2 Interactivity Principle 5.3 Principles that Vary from Person to Person 5.4 Supervisory Principle 6 Concluding Remarks References Design and Implementation of Smart Tourism System Based on Internet of Things Information Technology 1 Introduction 2 The Design and Implementation of Smart Tourism System Based on Internet of Things Information Technology 2.1 Key Technologies of Smart Tourism 2.2 System Performance Requirements 2.3 Analysis of User-Based Collaborative Filtering Algorithm 3 Experiment 3.1 System Overall Design 3.2 User Module Design 3.3 Design of Attractions Management Module 3.4 Itinerary Planning Module Design 3.5 Hotel Reservation Module Design 4 Discussion 5 Conclusions References Optimization of Enterprise Logistics Management Information System Based on Two-Dimensional Code Technology 1 Introduction 2 Theoretical Basis for Optimization of Enterprise Logistics Management Information System Based on QR Code Technology 2.1 QR Code Technology 2.2 Logistics Information Management 2.3 Related Technologies Used in Logistics Management Information Systems 3 Experiment on Optimization of Enterprise Logistics Management Information System Based on QR Code Technology 3.1 Experimental Background 3.2 Experimental Process Steps 4 Experimental Analysis of Optimization of Enterprise Logistics Management Information System Based on QR Code Technology 4.1 Comparative Analysis of the Status Quo of Logistics Management Between China and Other Countries 4.2 Two-Dimensional Code Technology Acts on the Optimization Process and Efect Analysis of the Logistics Management Information System 5 Conclusion References The Influence of Computer Network on the Digital Communication of Ancient Literature 1 Introduction 2 The Characteristics of Internet Ancient Literature in Computer Digital Reading 2.1 Mass Production Characteristics 2.2 Industrialization Characteristics 2.3 Literary Consumption Virtualization 2.4 Entertaining the Purpose of Literary Consumption 2.5 Popularization of Ancient Literature 2.6 Popularization of Literary Consumer Groups 3 The Current Situation of the Spread of Ancient Literature in Digitization 4 The Digital Communication Characteristics of Ancient Literature by Computer Networks 4.1 The Characteristics of Dimensional and Multidimensional in the Mirror Image of Literature 4.2 The Openness and Freedom of Literature and Art Brought About by the Digital Age 4.3 The Producible and Simulation Characteristics of Digital Images 5 The Development Advantages and Trends of Online Ancient Literature in Digital Reading 5.1 The Advantages of Online Ancient Literature Development in Digital Reading 5.2 The Development Trend of Online Ancient Literature in Digital Reading 6 Summary References Horse Racing Decision and Analysis Based on Data Mining and Big Data Analysis 1 Introduction 2 Horse Racing Decision 2.1 Horse Racing 2.2 Data Mining 3 Data Mining Experiment for Horse Racing Decision 3.1 Composition of the Horse Racing System 3.2 Prediction of Match Results 4 Results and Discussion 5 Conclusion References Bioinformatics Analysis on the Molecular Mechanism of Dragon’s Blood in Treating Diabetic Kidney Disease 1 Introduction 2 Related Work 3 Experimental Design and Analysis 3.1 Generating a Database of Chemical Components 3.2 Network Construction 4 Results 4.1 Active Ingredients and Target Screening Results of Dragon’s Blood 4.2 DKD Disease Target Prediction 4.3 Compound-Disease-Target Network Results 4.4 PPI Network Analysis 4.5 GO and KEGG Enrichment Analysis 4.6 Molecular Docking Results 5 Discussion 6 Conclusion References Innovation Research on User-Centered Internet Fintech Product Experience 1 Logic Generation of Interactive Experience of Internet Financial Products 2 User-Centered Interactive Experience Value Composition of Internet Financial Products 3 The Value Innovation Strategy of the Interactive Experience of Internet Fintech Products 4 Conclusion References Design and Implementation of Course Articulation Information System 1 Overall Course Articulation Information System Design for “Secondary Vocational Education + Application-Oriented Undergraduate Specialty Run-Through Training Program” 1.1 Design Principles 1.2 Course Articulation Information System Architecture Design for “Secondary Vocational Education + Application-Oriented Undergraduate Specialty Run-Through Training Program” 1.3 Logical Architecture Design 2 Detailed Design of Course Articulation Information System for “Secondary Vocational Education + Application-Oriented Undergraduate Specialty Run-Through Training Program” 2.1 System Management Module 2.2 Talent Training Program Module 2.3 Curriculum Syllabus Module 2.4 Teaching Plan Module 2.5 Teaching Evaluation Module 3 Implementation of Course Articulation Information System 4 Conclusions References Optimal Design of Manual Assembly Workbench Based on Lean Production Theory 1 Lean Production 2 Manual Assembly 3 Optimal Design of Workbench 4 Overall Structural Design 4.1 Overall Structure of Power Plant 4.2 Overall Structure of Transmission Device 4.3 The Scraper Structure Design in the Transmission Device 4.4 The Aggregate Box Design Method Suitable For a Variety of Sizes 4.5 Overall Structure of the Collection Device 5 Conclusion References Research on AI-Assisted Teaching Mode for English Teaching from the Embodied Cognitive Perspective 1 Introduction 2 The Concept of AI-assisted Teaching Mode for English Teaching from the Embodied Cognitive Perspective 2.1 Follow the Rules of Embodied Cognitive English Teaching 2.2 Create A Virtualized External Language Picture 3 The Mode for English Teaching from the Embodied Cognitive Perspective in the AI Era 3.1 Innovate Foreign Language Teaching Concepts Based on Experiential Philosophy and Cognitive Linguistics 3.2 Establish An English Teaching Goal Centered on Experience Cognition 3.3 Supplement English Teaching Content Suitable for the Recognition of AI-assisted Teaching Mode 3.4 Reform the Implementation Method of Traditional English Recognition Teaching Mode 4 Problems of English Teaching Mode in My Country 5 The Strategies for Adopting AI-assisted Teaching Mode for English Teaching from the Embodied Cognitive Perspective 5.1 Constructing A Virtual Teaching Environment 5.2 Set the Conversion, Focus and Fade of Specific Language Graphics 5.3 Scanning Method of Image Icons Set in Language Teaching 6 Conclusion References Spark Partition Strategy Based on Genetic Mutation Algorithm 1 Introduction 2 Data Skew in the Shuffle Phase 3 Algorithm Description 3.1 Data Sampling 3.2 Genetic Mutation Algorithm 3.3 GAPartition 4 Comparative Experiment 4.1 Sampling Ratio Selection Experiment 4.2 Execution Time Comparison Experiment 4.3 Partition Tilt Comparison Experiment 5 Conclusion References Research on Subtype Classification System of B-cell Lymphoma Based on Artificial Intelligence Technology 1 Introduction 2 Research Data and Sources 3 Selection of Characteristic Genes 3.1 GEO2R Differential Gene Screening 3.2 Limma Differential Gene Screening 3.3 DECenter Differential Gene Screening 3.4 Differential Genes Continue to Be Screened and Tested for Prediction 4 Tumor Subtype Classification Based on Support Vector Machine and Naive Bayes 5 Conclusion References Application of IoT Technology in Edge Computing Node Task Scheduling Methods and Systems 1 Introduction 2 Edge Calculation Algorithm 3 Experiment 3.1 System Build Requirements 3.2 Experimental Processes 4 Experimental Results 4.1 Interactive Experimental Data Analysis 4.2 Node Task Scheduling Experimental Data Analysis 4.3 On the Implementation of the Scheduling Plan 4.4 Edge Calculation 5 Conclusion References Enterprise Internal Control Audit in Information Technology Environment 1 Introduction 2 Proposed Method 2.1 Internal Control 2.2 Advantages of Using Big Data in Enterprise Internal Audit 2.3 Problems in the Development of Internal Audit in the Context of Big Data 3 Experiments 4 Discussion 5 Conclusions References Discussion on the Development Trend of New Media Information Dissemination Methods in the 5G Era 1 Introduction 2 Research on the Development of New Media Information Dissemination Methods in the 5G Era 2.1 The Interactive Communication Elements of New Media in the 5G Era 2.2 The Driving Force of Information Dissemination in the New Media Environment of the 5G Era 3 Experimental Investigation and Research on New Media Information Dissemination Methods in the 5G Era 3.1 Purpose of the Investigation 3.2 Investigation and Statistical Analysis Methods 4 Experimental Investigation and Analysis of New Media Information Dissemination Methods in the 5G Era 4.1 Analysis of the Direction of Online New Media Students’ Attention 4.2 Analysis of Students’ Motivation to Pay Attention to New Media 5 Conclusions References Efficiency Evaluation of Public Service Expenditures in China’s Provinces Based on Big Data 1 Introduction 2 DEA Efficiency Evaluation Model 3 Empirical Analysis of DEA Evaluation 3.1 Benefit Analysis 3.2 Return to Scale Analysis 3.3 Slack Variable Analysis 4 Conclusions References Teaching Reform of Piano Accompaniment Art Direction Based on Data Mining Technology 1 Introduction 2 Data Mining Technology and Piano Art 2.1 Data Mining Technology 2.2 The Production and Development of Piano Accompaniment Art 2.3 The Development and Problems of Piano Accompaniment in My Country 2.4 C4.5 Algorithm 3 The Direction of the Reform and Construction of the Piano Major in Colleges and Universities 3.1 The Goal of Teaching Reform in the Direction of Piano Accompaniment Art 3.2 Use Piano “Online Lessons” to Assist Classroom Teaching 4 Investigation on the Status of Piano Education Awareness 4.1 Survey of Teachers’ Teaching Methods 4.2 Students Accepting Online Learning Survey 5 Conclusions References Improved Design of the Oil Guide Tube of the Oil Level Potentiometer 1 Overview 2 Working Mode and Principle Structure of Oil Level Potentiometer 2.1 Working Mode of Oil Level Potentiometer 2.2 Principle of Oil Level Potentiometer 3 Analysis of Unqualified Parts 3.1 Appearance Inspection of Unqualified Products 3.2 Size Measurement of the Oil Guide Tube 3.3 Calculation of Design Strength of the Original Oil Guide Tube 3.4 Mechanism Analysis of Unqualified Products 4 Improvement Measures 4.1 Strong Design 4.2 Refining Process 4.3 Strengthen Testing 5 Conclusion References Linear Planning Model for Ordering and Transportation of Raw Materials 1 Introduction 2 The Mathematical Model About Choosing Important Suppliers for Ensuring Enterprise Production 3 How Many Suppliers Are Selected to Supply Raw Materials to Meet the Production Needs 4 Conclusions References Innovative the Hybrid Teaching Model of Computer Courses Based on the Concept of Deep Learning Under the Background of Big Data 1 Introduction 2 Discussion 2.1 The Basic Characteristics of the Concept of Deep Learning 2.2 Design Principles of the Blended Learning Model of Computer Courses 2.3 Association Rule Mining Algorithm 3 Innovative the Hybrid Teaching Model of Computer Courses Based on the Concept of Deep Learning 3.1 Research Purpose 3.2 Research Methods 4 Analysis of the Blended Learning Model of Computer Courses Based on the Concept of Deep Learning in the Context of Big Data 4.1 Innovation in the Construction of a Blended Learning Model of Computer Courses Based on the Concept of Deep Learning 4.2 Analysis of the Recognition of Blended Teaching of Computer Courses Under the Concept of Deep Learning 4.3 Analysis of Teaching Effect 5 Conclusion References Digital Communication and Protection of Intangible Cultural Heritage Under the Background of New Media 1 Inductions 2 Research on Digital Communication and Protection of Intangible Cultural Heritage 2.1 Problems in the Dissemination and Protection of Intangible Cultural Heritage 2.2 Advantages of the Dissemination of Intangible Cultural Heritage Through New Media 3 Investigation on the Status Quo of Digital Communication and Protection of Intangible Cultural Heritage Under the Background of New Media 3.1 Purpose of the Investigation 3.2 Respondents 3.3 Survey Sample 3.4 Data Processing 4 Analysis of Survey Results 4.1 Problems in the Protection of Intangible Cultural Heritage 4.2 Related Suggestions 4.3 Specific Measures for the Protection of Intangible Heritage 5 Conclusions References Current Situation and Strategy of Construction Engineering Management Informatization Based on Big Data Technology 1 Introduction 2 Discussion on the Informatization of Construction Engineering Management Based on Big Data Technology 2.1 Management Content of Construction Engineering Informatization 2.2 Current Situation of Construction Engineering Information Management 2.3 The Significance of Big Data Technology to the Informatization of Construction Engineering Management 2.4 Big Data Technical Support for Construction Engineering Management Informatization 3 Experiment of Current Use Status of Construction Engineering Management Information System Based on Big Data Technology 3.1 System Architecture 3.2 System Database Server 3.3 Client Software Implementation 4 Analysis of Construction Engineering Management Information System Test Based on Big Data Technology 4.1 System Performance Test 4.2 Analysis of the Application of System in Information Management of Building Engineering 5 Conclusion References Analysis of Online Learning Questionnaire Based on Network Information Technology 1 Introductions 2 Online Public Network English Learning Research 2.1 Advantages of Online Public Network English Learning 2.2 Problems in Online Public Network English Learning 3 Survey on the Status Quo of Online Public Internet English Learning Based on the Background of Information Technology 3.1 Questionnaire Survey 3.2 Data Processing 4 Analysis of Survey Results 4.1 Evaluation of the Effect of the Current Online Public Network English Learning Model 4.2 Suggestions Based on Online Public Network English Learning 5 Conclusions References Optimizing Supply Chain Management System Based on SCOR Model 1 Current Status of Domestic and International Research 2 Brief Introduction for GISE Group 2.1 Advantages and Problems of GISE Logistics 3 Modeling and Case Studies of Transportation Risks in GISE’s Supply Chain 3.1 SCOR Model Analysis and Modelling 3.2 Factory Logistics Simulation 3.3 Factory Logistics Improvements 3.4 Case Conclusion Analysis 4 Conclusions References Research on the Application of Public Art Modeling Creation System Under Digital Media Technology 1 Introduction 2 The Significance of Digital Media Technology in Public Art Creation 3 Characteristics and Application of Digital Media Technology 3.1 Characteristics of Digital Media Technology 3.2 Application of Digital Media Technology in Public Space 4 Application of Public Art Modeling Creation System Under Digital Media Technology 4.1 Application of Digital Auxiliary Technology in Public Art Modeling Creation System 4.2 Application of Digital Control Lighting Technology in Public Art Modeling Creation System 4.3 Application of Holographic Projection Technology in Public Art Modeling Creation System 4.4 Application of AR and VR Technology in Public Art Modeling Creation System 5 Conclusion References Practical Research on Computer Information Technology in Physical Education Teaching in Vocational Colleges 1 Research Background 2 The Application Development Process and Value of Computer Information Technology in Teaching 2.1 The Development History of Computer Information Technology in Teaching at Home and Abroad 2.2 The Application Value of Computer Information Technology in Teaching 3 Research Objects and Methods 3.1 Research Objects 3.2 Research Methods 3.3 Research Design 4 Analysis of Research Results 4.1 Data Comparison and Analysis of Physical Fitness 4.2 Comparison and Analysis of Offensive Capabilities 4.3 Comparison and Analysis of Defensive Ability 4.4 Results of the Game and the Effect of Tactics 5 Research Conclusion References BIM Modeling and Simulation Method Based on Multi-agent and Its Application 1 Introduction 2 Discussion on BIM Modeling and Simulation Method Based on Multi-agent 2.1 Multi-agent 2.2 BIM Technology 3 Experiment 3.1 Simulation Platform 3.2 BIM Simulation Modeling Based on Multi-agent 4 Discussion 4.1 Algorithm Simulation Demonstration 5 Conclusion References Evaluation Method of Enterprise Independent Innovation Efficiency Based on Data Mining 1 Introduction 2 Panel Data Analysis and Research Object Description 2.1 Panel Data Analysis 2.2 Control Variable Description 3 Big Data Mining for Enterprise Independent Innovation Efficiency Evaluation 4 Empirical Analysis 5 Conclusion References Discussion on the Types of Digital Media Art Communication Under the Background of Big Data 1 Introduction 2 Concept of Digital Media Art 3 Current Situation of Digital Media Art Communication Under the Background of Big Data 4 Significance of Digital Media Art Communication in the Context of Big Data 5 Digital Media Art Communication Types in the Context of Big Data 5.1 Network Literature 5.2 Digital Film and Television 5.3 Digital Games 5.4 Digital Music 6 Conclusion References Analysis of the Differences in the Competitiveness of China’s Provincial Star-Rated Hotel Industry Based on Principal Component Analysis 1 Introduction 2 Data Sources and Research Methods 3 Analysis of the Difference in Competitiveness of the Provincial Star-Rated Hotel Industry 3.1 Star-Rated Hotel Industry has Strong Competitiveness 3.2 Star-Rated Hotel Industry is Competitive 3.3 Star-Rated Hotel Industry has Ordinary Competitiveness 3.4 Star-Rated Hotel Industry has Relatively Weak Competitiveness 3.5 Star-Rated Hotel Industry has Weak Competitiveness References Tourism Development of Traditional, Intangible Cultural Traditional Arts and Crafts Based on Computer New Media 1 Introduction 2 The Present Situation of Handicraft Inheritance from the Perspective of Immaterial Cultural Heritage Protection 2.1 The Era Characteristics of Immaterial Cultural Heritage Handicraft Inheritance 2.2 The Present Situation of Immaterial Cultural Heritage Handicraft Inheritance 3 With the Aid of Computer New Media, the Present Situation of Traditional Immaterial Cultural Traditional Arts and Crafts 4 Tourism Development and Utilization of Immaterial Cultural Traditional Arts and Crafts Under Computer New Media 4.1 Cultural and Creative Development of Traditional Immaterial Cultural Heritage Handicraft Tourism Under the New Media 4.2 Customers in Computer New Media Join in the Design and Production of Immaterial Cultural Heritage Traditional Handicrafts 4.3 Integration of Traditional Immaterial Cultural Traditional Arts and Crafts Under Computer New Media 4.4 Personalized Design of Immaterial Cultural Traditional Crafts with the Aid of New Media 5 Conclusion References Application of Computer Network System in Personalized English Reading Teaching in Intelligent Classroom 1 Introduction 2 Computer Network System and Smart Classroom 2.1 Smart Classroom and Education 2.2 Computer Network Technology 3 Computer Network System in the Wisdom of Classroom Personalized English Reading Teaching Design 3.1 Wisdom of Classroom Personalized English Reading Teaching 3.2 Construction of Personalized English Reading Teaching Evaluation System in Smart Classroom 4 Application of Personalized English Reading Teaching Based on Computer Network System in Smart Classroom 4.1 Development Status of Smart Classroom 4.2 Comparison of Resources Between Personalized English Reading Wisdom Classroom and Traditional Classroom 5 Conclusions References Based on Big Data Exploration of the “Trinity” Collaborative Training Mechanism of Primary School General Teachers, Local Government, Colleges and Universities, and Local Primary Schools 1 Introduction 2 Design of Collaborative Training Mechanism for All-Subject Teachers in Primary Schools 2.1 Construction of the Contingent of All-Subject Teachers in Primary Schools 2.2 Separate Powers and Responsibilities 2.3 Research Design 2.4 Classification Algorithm Based on Big Data 3 Experimental Research on the Collaborative Training of Primary School Teachers 3.1 Experimental Background 3.2 Experimental Data Collection 3.3 Experimental Method 4 Experimental Analysis 4.1 Analysis of Teaching Methods for Co-cultivating Primary School General Teachers 4.2 Analysis of the Types of Teaching Content of Primary School Teachers 5 Conclusions References Cultivation Path for Innovation and Entrepreneurship Ability of Business Administration Majors Under the Background of “Internet” 1 Introduction 2 Restrictive Factors and Suggestions for the Cultivation of Innovation and Entrepreneurship Ability 2.1 Restrictive Factors in the Cultivation of Innovation and Entrepreneurship Ability of Business Administration Students 2.2 Cultivation Path of Innovation and Entrepreneurship Capability 2.3 Quantitative Methods of Talent Assessment Indicators 3 Research on the Optimization of the Training Path for the Innovation and Entrepreneurship Ability of Business Management Under the Background of “Internet” 3.1 Research Purpose 3.2 Research Methods 4 Analysis of the Optimization Results of the Cultivation Path of Innovation and Entrepreneurship Ability of Business Management Majors Under the Background of “Internet” 4.1 The Difference Test of Gender and Grade on Creativity 4.2 Analysis of Experimental Results 5 Conclusion References Educational Model of Logistics Engineering Specialty in Colleges and Universities Based on “Internet+” Era 1 Introduction 2 Method 2.1 “Internet+” Applied to Logistics Engineering 2.2 Practice of Logistics Engineering Under the Construction of “Internet+” 2.3 Strengthen the Construction of Logistics Engineering Education Team in Colleges and Universities 3 Experiment 3.1 Experimental Design 3.2 Respondents 4 Results 4.1 Innovative Ability Structure of Logistics Engineering Majors in Colleges 4.2 Examination Results 4.3 The Goal of Teaching Optimization of Logistics Engineering Majors in Colleges and Universities 4.4 Problems in the Training of Logistics Engineering Majors in the “Internet+” Era 4.5 Teaching Mode in Logistics Management Courses in the “Internet+” Era 5 Conclusion References Multi-modal Simultaneous Interpreting Teaching: Based on Situated Learning in Virtual Reality 1 Introduction 2 Virtual Reality and its Application in Interpreting Teaching 3 Relevant Literature Review 3.1 Multimodality 3.2 Situated Learning 4 Simultaneous Interpreting Teaching Mode Based on Multimodality 5 Teaching Experiment and Result Analysis 5.1 Experimental Design 5.2 Analysis of Results 6 Conclusion References Research on Practical Teaching Evaluation Model Based on Organization and End-User Calculation 1 Introduction 2 Method 2.1 Estimate Process of End Users in the Estimate System 2.2 Teaching Estimate System Based on Data Mining Technology 2.3 Design of Teaching Estimate System 3 Experiment 3.1 Experimental Data and Environment 3.2 Operation Process of Practical Teaching Estimate System 3.3 Database Design of Practical Teaching Estimate System 4 Results and Discussions 4.1 Analysis of Text Classification and Accuracy of Practical Teaching Estimate System 4.2 Analysis of Practical Teaching Estimate System Based on BP Neural Network 5 Conclusions References “Concentric Drum” Strategy Based on Matlab Numerical Simulation 1 Introduction 2 The Optimal Collaboration Strategy Under Ideal Conditions 2.1 The Height of the Bouncing Ball 2.2 The Solution of Optimal Cooperation Strategy Based on MATLAB Numerical Simulation 3 Study on Strategy of Tilting Drum Face 3.1 The Height of the Bouncing Ball with Tilting Drum Face 3.2 Evaluation of Optimal Collaboration Strategies by MATLAB Numerical Simulation 3.3 Adjustment of Strategy 4 Conclusions References Risk Avoidance of Human Resources Quality of Small and Medium-Sized Enterprises Based on Internet Technology 1 Introduction 2 Investigation and Research Design 2.1 Questionnaire Survey on the Status Quo of HRM in HM Media Companies 2.2 Questionnaire Distribution Form 2.3 Employee Interview 2.4 Questionnaire Reliability and Validity Test 3 Analysis of Survey Results 3.1 Staff Turnover 3.2 Employee’s Educational Background 3.3 Skill Level Structure 4 Risk Avoidance of Human Resources Quality in SMEs Based on Internet Technology 4.1 Analysis on the Quality Risk of Human Resources in SMEs 4.2 Methods of Avoiding Human Resource Quality Risks for SMEs Based on Internet Technology 5 Conclusions References Calculation and Design of Slotted-Tube Microwave Cavity Based on Big Data 1 Introduction 2 Slotted Tube Cavity in Rubidium Frequency Standard 3 Characteristics of Slotted Cavities 3.1 Slotted Tube and Cavity Structure 3.2 Microwave Field Distribution 4 Rubidium Frequency Standard Frequency Stability Test Results 5 Conclusion References Urban Agricultural Eco-Economic System Based on Data Mining Technology 1 Introduction 2 Discussion on Urban Agricultural Eco-Economic System Based on Data Mining Technology 2.1 Ecological Agriculture 2.2 Relationship Between Ecological Economy and Urban Agricultural Development 2.3 Data Mining Technology 3 Experiment 3.1 System Architecture 3.2 System Test Process 4 Discussion 4.1 System Function Test and Analysis 5 Conclusion References The Research on University English Classroom Teaching with Production-Oriented Approach Based on the Computer Data Analysis 1 Introduction 2 The Research Methods 2.1 The Subject of Study 2.2 Research Methods and Means 3 The Results and Analysis 3.1 Test Before the Experiment 3.2 Test After the Experiment 4 Discussions 5 Conclusion References Research on Data Analysis of English Translation Trends Based on Artificial Intelligence Technology 1 Introduction 2 Analysis of English Translation Trends of Artificial Intelligence Big Data 2.1 Advantages of Machine Translation 2.2 The Development Trend of Translation Technology 3 Experiment 3.1 Questionnaire Design 3.2 Selection of Survey Subjects 3.3 Reliability Test of the Questionnaire 4 Discussion 4.1 Survey Results 4.2 Related Suggestions 5 Conclusions References Research on the Copyright Protection of Multimedia Works Based on Internet Mobile Terminal Technology 1 Introduction 1.1 Background and Significance 1.2 Related Work 1.3 Main Contents 2 Methods for Copyright Protection of Multimedia Works in the Information Environment 2.1 Literature Research Method 2.2 System Analysis 2.3 The Role of Data Mining in Copyright Protection 2.4 Research Method Combining Qualitative Analysis and Quantitative Analysis 2.5 Big Data Research Method 3 Experiment on Copyright Protection of Multimedia Works in the Information Environment 3.1 Scalability 3.2 Share 3.3 Digital Technology 4 Analysis of Copyright Protection of Multimedia Works in the Information Environment 4.1 Analysis of the Objects of Copyright Protection for Multimedia Works 4.2 Analyze the Copyright of Multimedia Works in the We-Media Platform 4.3 Analysis of Copyright Infringement Cases of Network Multimedia Works 4.4 Analysis of Copyright Protection of Multimedia Works in the Information Environment 5 Conclusions References Construction of Beijing Embroidery Exchange Network Platform Based on Deep Learning Technology 1 Introductions 2 Research on the Inheritance of Beijing Embroidery 2.1 The Inheritance of Beijing Embroidery in the Context of Internet Communication 3 Investigation on the Inheritance of Beijing Embroidery in the Context of Internet Communication 3.1 Purpose of the Investigation 3.2 Questionnaire Survey 3.3 Data Processing 4 Analysis of Survey Results 4.1 The Main Problems in the Inheritance of Beijing Embroidery in the Context of Internet Communication 4.2 Relevant Suggestions for the Inheritance of Beijing Embroidery in the Context of Internet Communication 4.3 Beijing Embroidery Communication Platform Function Based on Deep Learning 5 Conclusions References Progress and Applications of Computer Aided Molecular Design Based on Group Contribution-Method and Quantum Chemistry Method 1 Introduction 2 Two Important Models of Computer-Aided Molecular Design 2.1 Group Contribution Method 2.2 Quantum Chemistry Model 3 Main Applications of Computer Aided 3.1 Pharmaceutical Synthesis and Biochemistry 3.2 Energy Utilization 3.3 Solvent Design 3.4 Molecular Catalysis 4 Conclusions References On the Present Situation of Literature in the Information Age 1 Significance of Literature in the Information Age 2 The Decline of Pure Literature and the Popularity of Network Literature 3 Pure Literature and Network Literature Will Be Harmonious but Different, Co-prosperity and Symbiosis References Characteristics and the Problem of Teaching Russian in China-Analysis Data Base by ELTRI’s Model 1 Introduction 2 Materials and Methods 3 Results and Discussion 4 Conclusions References Strengthening College Students’ Education Under the Condition of Education Informatization Research on Excellent Traditional Culture Education 1 The Connotation of Excellent Traditional Culture 2 The Role and Significance of Excellent Traditional Culture in the Cultivation of College Students Under the Condition of Education Informatization 2.1 It Helps to Enhance the Cultural Self-confidence of College Students 2.2 It Helps to Enhance the Attractiveness of Ideological Education Work 2.3 It Helps to Cultivate the Scientific Worldview, Outlook on Life and Values of College Students 2.4 It Helps Cultivate College Students to Become Ideal, Competent and Responsible Newcomers of the Times 3 The Current Situation of Integrating Excellent Traditional Culture Education in the Cultivation of College Students 3.1 The Attraction of Excellent Traditional Culture to College Students is Not Enough 3.2 Insufficient Coverage of Excellent Traditional Culture in the Cultivation Process of College Students 3.3 The Quality of Excellent Traditional Culture of College Students’ Cultivation Workers in Colleges and Universities is Not High 4 Suggestions for Playing the Role of Excellent Traditional Culture in the Cultivation Work of College Students 4.1 Establish and Improve the System of Using Excellent Traditional Culture to Carry Out Cultivation Work 4.2 Enhance the Ability of Using Excellent Traditional Culture to Carry Out Cultivation Work 4.3 Innovative Ways and Means of Using Excellent Traditional Culture to Cultivate College Students 4.4 Improve the Evaluation Mechanism of Using Excellent Traditional Culture to Carry Out Training and Education References Psychological Counseling Assistant System Platform Based on Data Mining Technology 1 Introduction 2 Method 2.1 Big Data Analysis 2.2 The Impact of Big Data Analysis on Psychology 2.3 The Necessity of Psychological Counseling for Cadre Training 3 Experiment 3.1 Experimental Content 3.2 Experimental Process 3.3 The Formula Used in the Experiment 4 Discussion 4.1 Investigation of Cadres’ Mental Health Problems 4.2 Cadre Training Needs Extracurricular Psychological Counselors’ Auxiliary Platform 5 Conclusions References Application of Big Data Information Processing Technology in the Improvement of Learning Self-efficacy in English Teaching 1 Introduction 2 Concept of Application of Big Data Information Processing Technology in the Improvement of Learning Self-efficacy in English Teaching 3 Big Data Information Processing Technology in the Improvement of Learning Self-efficacy 3.1 Establish English Learning Goals and Learning Methods 3.2 Reasonable Attribution of Learning Results 3.3 Provide Adequate Guidance and Care for Individual Differences 3.4 Establish a Dynamic Database of Student Learning Files 4 Problems of Learning Self-efficacy Study in My Country 5 The Strategies for the Application of Big Data Information Processing Technology in the Improvement of Learning Self-efficacy in English Teaching 5.1 Collection and Summary of Corresponding Data and Various Resources 5.2 Construction of the Relationship Between Teachers and Students 5.3 The Relationship Between Teaching Content and Methods and Effectiveness 6 Conclusion References The Application of Big Data Analysis in the Cultivation Path of Undergraduate’ Innovative Undertaking Quality 1 Instruction 2 Research on Big Data Analysis in the Cultivation of Undergraduate’ Innovative Undertaking Quality 2.1 Opportunities and Challenges of Undergraduate’ Innovative Undertaking in the Era of Big Data 2.2 Application of Big Data Analysis in Undergraduate’ Innovative Undertaking 3 Experimental Research on the Cultivation Path of Undergraduate’ Innovative Undertaking Quality 3.1 Subjects 3.2 Experimental Steps 4 Analysis of Experimental Results 4.1 Basic Information of the Respondents 4.2 Current Situation of Innovative Undertaking 4.3 Problems of Undergraduate’ Innovative Undertaking Quality 5 Conclusion References Reform and Innovation of the Educating Mode of Advanced English on Mosoteach Platform in the Time of Big Data 1 Introduction 2 Advanced English 3 The Big Data Era 4 The Reform and Innovation of the Course on Mosoteach Platform in the Time of Big Data Era 4.1 Using the Big Data Online Resource Platform 4.2 Effective Integration of Teaching Methods 4.3 Improving the Evaluation System of Advanced English Course 5 Conclusion References Knowledge Map and Information Fusion Based on Personalized Recommendation Algorithm 1 Introduction 2 Recommended Algorithm Background Knowledge 2.1 Knowledge Map 2.2 Graph Convolution Neural Network 3 Knowledge Map and Information Fusion Based on Personalized Recommendation Algorithm 4 Kgcf Framework 5 Conclusion References Design of English Production Education Integration Platform Based on Genetic Algorithm 1 Introduction 2 Research on Genetic Algorithm 2.1 Basic Idea of Genetic Algorithm 2.2 Characteristics of Genetic Algorithm 2.3 Coding 3 Difficulties Faced by the In-Depth Reform of English Industry Education Integration 4 Design of English Production and Education Integration Platform Based on Genetic Algorithm 4.1 System Design 4.2 System Function Design 5 Conclusion References Application of Intelligent Fuzzy Decision Tree Algorithm in English Machine Translation 1 Introduction 2 Relevant Theories and Technologies 2.1 Fuzzy Theory 2.2 Overview of Decision Tree Algorithm 2.3 Fuzzy Decision Tree Classification Algorithm 3 Application of Intelligent Fuzzy Decision Tree Algorithm in English Machine Translation 3.1 Fuzziness of English Translation Vocabulary Data 3.2 Incremental Learning 4 Application of English Machine Translation 5 Conclusion References Research on Hadoop Platform Big Data Software System Based on Forest Random Search Algorithm 1 Introduction 2 Related Work 2.1 Distributed Computing Storage System 2.2 Hadoop Distributed Computing System 2.3 Java Performance Tracking Tool 3 Forest Random Search Algorithm 3.1 Random Forest Algorithm 3.2 Cart Decision Tree 3.3 Stochastic Forest Model 4 Research on Hadoop Platform Big Data Software System Based on Forest Random Search Algorithm 4.1 Demand Analysis 4.2 Design Idea 4.3 Big Data Capture Software System Architecture 5 Conclusion References Implementation of Intelligent Algorithm in Mathematical Modeling Teaching 1 Introduction 2 Application of Neural Network Method in Mathematical Modeling 2.1 Intelligent Algorithm Classification 2.2 Classification and Clustering of Artificial Neural Networks 3 Category Classification and Case Analysis of Mathematical Modeling Problem Solving 3.1 Problem Solving Category Classification 3.2 Case Analysis 4 Implementation of Intelligent Algorithm in Mathematical Modeling Teaching 4.1 Current Situation 4.2 Implementation Method of Intelligent Algorithm in Mathematical Modeling Teaching 4.3 Implementation Effectiveness 5 Conclusion References Research on Criminal Law Protection and Regulation Path of Intelligent Algorithm 1 Introduction 2 Research Status of Intelligent Algorithms 3 Doctrinal Review of Intelligent Algorithms 3.1 Investigation on the Current Situation of Intelligent Algorithms 3.2 Doctrinal Evaluation of Core Disputes of Intelligent Algorithms 4 Criminal Law Regulation of Intelligent Algorithm 4.1 Specific Development of Criminal Law Regulation of Intelligent Algorithm 4.2 Discussion on the Introduction of Intelligent Algorithm Criminal Compliance System 5 Conclusion References Research on Music Classification Method Based on Artificial Intelligence 1 Introduction 2 Music Classification Related Technologies 2.1 Classification Strategy 2.2 Artificial Intelligence Cluster Analysis Algorithm 3 Music Feature Classification 4 User Music Classification Based on Logistic Regression Model and Cluster Analysis 5 Conclusion References Research on the Application of Data Mining Algorithm in Financial Risk Control Model in the Process of Digital Economy Transformation 1 Introduction 2 Data Mining Algorithms 2.1 Definition and Main Processes of Data Mining 2.2 Major Data Mining Algorithms 3 Financial Risk Analysis 3.1 Definition of Financial Risk 3.2 Identification of Financial Risks 4 Research on the Application of Data Mining Algorithms to Financial Risk Control Models 4.1 Control Systems for Financial Risks 4.2 Use the Financial Data Warehouse to Establish the Control Model of Financial Risks 5 Conclusion References Research on WAN Data Management System Based on Internet of Things 1 Introduction 2 Related Work 2.1 The Concept and System of the Internet of Things 2.2 Data Management in Globus 3 Data Management Techniques 3.1 Data Description 3.2 Data Transfer 4 Design of the IoT-Based WAN Data Management System 5 Conclusion References Interior Design Recommendation Technology Based on Interactive Genetic Algorithm 1 Introduction 2 Recommended Technology for Interior Design 2.1 Interior Design Software 2.2 Interactive Genetic Algorithm 3 Interior Design Recommendation Technology Based on Interactive Genetic Algorithm 4 The Role of Interactive Genetic Algorithm in Interior Design 5 Conclusion References Deep Learning Algorithm for Grassroots Police Professional and Technical Talents Construction and Incentive 1 Introduction 2 Deep Learning Algorithm 2.1 Overview of Deep Learning 2.2 Fully Connected Networks 2.3 Convolutional Neural Networks 3 Strategies for Building a Professional and Technical Police Workforce at the Grassroots Level Based on Deep Learning Algorithms 3.1 Efforts to Build a New Pattern of Professional and Technical Talent Management 3.2 To Create a Policy Environment Conducive to the Gathering of Talents 3.3 Vigorously Improve the Innovation Ability of the Professional and Technical Personnel 4 Conclusion References A Study on CET-4 Results Based on Decision Tree Algorithm 1 Introduction 2 Overview of Decision Tree Algorithm 2.1 Basic Principles of Decision Tree Algorithm 2.2 Advantages of Decision Tree Algorithm 2.3 Construction of Decision Tree Algorithm 3 An Analysis of CET-4 Results Based on Decision Tree Algorithm 3.1 Data Acquisition and Pre-processing 3.2 Cross-Sectional Comparison of CET-4 Results 4 Enlightenment on College English Teaching 5 Conclusion References Influenza Analysis Based on Ant Colony Algorithm and Bayesian Prediction Mathematical Model 1 Introduction 2 Ant Colony Algorithm 2.1 Basic Principle of Ant Colony Algorithm 2.2 Basic Model of Ant Colony Algorithm 3 Establishment of Mathematical Model 3.1 Problem Analysis 3.2 Model Establishment and Solution 3.3 Some Core Codes 4 Measures to Be Taken to Control Highly Pathogenic Influenza 5 Conclusion References Application of Computer Graphics and Image Technology in Digital Printmaking 1 Introduction 2 Computer Graphics and Image Technology 3 Application of Computer Graphics and Image Technology in Digital Printmaking 4 The Simplification of Computer Graphics and Image Technology Helps Work in the Field of Digital Printmaking 5 Conclusion References On Improving the Effectiveness of Contemporary College Students’ Online Patriotism Education from the Perspective of Algorithm Recommendation 1 Introduction 2 New Characteristics of Contemporary College Students’ Network Patriotism Education 2.1 Educational Communication Mode of Mutual Construction of Technology and Value 2.2 The Expression of Educational Discourse with the Coexistence of Rationality and Sensibility 2.3 Diversified and Self Intertwined Educational Object Groups 3 The Theoretical Logic of Embedding Algorithm Recommendation in Patriotism Education 3.1 Basic Connotation of Algorithm Recommendation 3.2 Value Dimension of Algorithm Recommendation 3.3 The Significance of Embedding Algorithm Recommendation in Patriotism Education 4 Conclusion References Research on Music Education Method Based on Voice Recognition Algorithm 1 Introduction 2 Research on Music Education Methods 2.1 Significance of Music Education 2.2 Stimulate Students’ Interest in Learning With Innovation 3 Research on Voice Recognition Algorithm 3.1 Basic Model of Voice Digital Recognition Technology 3.2 Sound Feature Parameter Extraction 4 Music Education Method Based on Voice Recognition Algorithm 4.1 Lead Students to Feel the Beauty of Structure 4.2 Lead Students to Feel the Beauty of the Atmosphere 4.3 Lead Students to Feel the Beauty of Language 5 Conclusion References Design and Application of Intelligent Innovation and Entrepreneurship Education Platform Based on Medical Education Training Path 1 Introduction 2 Platform System Requirements 2.1 Systems Analysis 2.2 Strengthen the Construction of Teaching Staff 3 Platform Function Design 3.1 Online Learning 3.2 Online Test 3.3 Interactive Teaching 3.4 System Resource Management 4 The Realization and Technology Selection of the System 4.1 System Architecture 4.2 Technology Selection 4.3 Implementation of Main Modules 5 Conclusion References A Parallel Algorithm for Solving Linear Symmetric Transformation Equations 1 Introduction 2 Algorithm Principle 2.1 Equivalent Mathematical Transformation of SOR Method 2.2 Block Iteration and Parallel Computing Method 3 Algorithm Efficiency Analysis 4 Conclusion References Balanced System Management Design of Multi Node Server Cluster Based on FPGA 1 Introduction 2 Key Technologies of Server 2.1 Introduction of High Density Server Cluster Technology 2.2 Load Balancing Technology 2.3 Introduction of I2C Bus 2.4 Introduction of BMC and IPMI 3 Construction of Web Server Cluster 3.1 LVS Overview 3.2 System Construction 4 Design Idea and Algorithm of Response Communication Model 5 Conclusion References Study on Processing Method and Quality Control of Polymer Materials 1 Introduction 2 Definition of Polymer Material Forming Technology 2.1 Polymer Materials 2.2 Polymer Material Processing Technology 3 The Method of Polymer Material Forming and Processing Technology 3.1 Extrusion 3.2 Injection Molding Technology 3.3 Blow Molding Technology 4 New Development Trend of Polymer Molding Technology 4.1 Polymer Dynamic Reaction Processing Technology 4.2 Dynamic Full Vulcanization Preparation Technology of Thermoplastic Elastomer 4.3 Direct Synthesis Reaction Molding Technology for Information Storage Disc 5 Conclusion References Establishment Method of Target Condition Database for Power Plant Desulfurization System Based on Ekfcm Algorithm 1 Introduction 2 Ekfcm Clustering Algorithm 2.1 The Best Classification Number Based on Information Entropy Transition Value 2.2 Ekfcm Algorithm Flow 3 Power Station Desulfurization Technology 3.1 Wet Limestone/Gypsum Desulfurization 3.2 Spray Drying Desulfurization 4 WFGD System of Power Station 4.1 WFGD System and Main Performance Parameters 4.2 Target Working Condition Database of Desulfurization System 5 Conclusion References Remote Control Method of Intelligent Building Equipment Based on Sensor Network 1 Introduction 2 Intelligent Building Equipment 2.1 Concept of Intelligent Building Equipment 2.2 Function of Intelligent Building 3 The Principle of Remote Control of Intelligent Building Equipment 4 Remote Control of Intelligent Building Equipment Based on Sensor Network 4.1 Construct Remote Control System of Sensor Network 4.2 Optimization of Control Signal of Intelligent Building Equipment 4.3 Realization of Remote Control of Intelligent Building Equipment 5 Conclusion References ICIC 2 Fe Cluster Structure Optimization Based on Small Habitat Differential Evolution Algorithm  1 Introduction 2 Potential Energy Function and Potential Energy SurFace Transformation of Fe Clusters 2.1 Potential Energy Function 2.2 Transformation of Potential Energy Surface 3 Differential Evolution Algorithm 3.1 Overview of Differential Evolution Set Method 3.2 Niche Differential Evolution Algorithm 4 Fe Cluster Clustering Based on Structure Difference 4.1 Structural Characteristics of Fe Clusters 4.2 Energy Region of Potential Energy Surface 4.3 Niche Differential Evolution Algorithm Based on Structural Clustering 5 Conclusion References Evaluation Method of Posture Balance of Wushu Athletes Based on Higuchi Analysis 1 Introduction 2 Action Posture Characteristics 2.1 Overall Feature Representation of Action 2.2 Local Feature Representation of Action 3 Evaluation Method of Posture Balance of Wushu Athletes Based on Higuchi Analysis 4 The Relationship Between Posture Balance of Wushu Athletes Analyzed by Higuchi 5 Conclusion References Design of Mental Health Information Service Platform for College Students in Private Independent Colleges Based on B/S Architecture 1 Introduction 2 College Students' Mental Health Information Service Platform 2.1 Necessity of Constructing College Students' Campus Mental Health Service Platform 2.2 College Students' Campus Mental Health Service B/S Architecture Platform Meets the Needs of Students in the New Era 3 Design of Mental Health Information Service Platform for College Students in Private Independent Colleges Based on B/S Architecture 3.1 System Requirements Description 3.2 Clustering Algorithm 4 Mental Health Information System 4.1 Theoretical Construction of Mental Health Service 4.2 Implementation of Mental Health Information Service Platform 5 Conclusion References Research and Application of Improved Decision Tree Algorithm in Enterprise Training Management System 1 Introduction 2 Improved Decision Tree Algorithm 2.1 Decision Tree Description 2.2 Working Process and Improvement of Decision Tree Learning 3 Enterprise Training Demand Analysis 3.1 Problems in Current Enterprise Training 3.2 Enterprise Training Measures 4 Basic Design of Enterprise Training Management System Based on Improved Genetic Algorithm 4.1 Basic System Design 4.2 System Management 5 Conclusion References Different Information Systems in Cross-Cultural Communication Between China and the West Under Cloud Computing 1 Introduction 2 Cloud Computing Technology 3 Differences in Cross-Cultural Communication Between China and the West 3.1 Cultural Differences Due to Values 3.2 Cultural Differences due to Way of Thinking 3.3 Cultural Differences due to Customs 4 Different Information Systems in Cross-Cultural Communication Between China and the West Under Cloud Computing 4.1 Information Technology and Information Systems 4.2 Chinese and Western Cross-Cultural Information Technology 5 Conclusion References Design of Data Concentrator in Power Grid Collecting System Based on Embedded Linux 1 Introduction 2 Build an Embedded Linux System 3 Data Concentrator 4 The GPRS Module 5 Conclusion References The Teaching Curriculum System Design of “Internet +” Graphic Design 1 Introduction 2 Analysis of Graphic Design Teaching in the Internet Era 2.1 Importance of Teaching Mode of Graphic Design Courses in the Internet Era 2.2 Deficiencies in the Teaching Mode of Graphic Design Courses in the Internet Era 3 Research and Exploration on the Teaching Mode of Graphic Design Courses in the “Internet +” Era 3.1 Spatial Characteristics and Behavior Analysis of Graphic Design Expression 3.2 Thoughts on the Construction of Teaching Mode of Graphic Design Courses in the Internet Era 4 Integration of Graphic Design and New Media Teaching 5 Conclusion References Curriculum Design of VR Conference Interpretation Virtual Simulation Teaching 1 Introduction 2 Virtual Simulation Teaching and Virtual Simulation Teaching Immersion System 2.1 Virtual Simulation Teaching 2.2 Characteristics of VR Technology 3 Virtual Simulation Teaching Mode Under VR Technology 3.1 Teaching by Computer Simulation 3.2 Virtual Simulation Teaching Mode Under VR Technology 3.3 Teaching with Scenario Simulation 4 Application Suggestions of Virtual Simulation Teaching Under VR Technology 4.1 Scientifically Build an Open Experimental Teaching Platform and Preset a Pragmatic and Efficient Platform System 4.2 Strengthen School Enterprise Cooperation and Create a Real Enterprise Environment 4.3 Enrich the Teaching Resource Base at Different Levels According to the Analysis of Learning Situation 4.4 Establish a Virtual Entrepreneurship Training Base to Encourage Students to Carry Out Entrepreneurship Project Training 5 Conclusion References Remote Monitoring and Fault Diagnosis of Mine Hoist Operation System 1 Introduction 2 Mine Hoist Accident Analysis 2.1 Analysis of Overwinding Accidents 2.2 Analysis of Rope Breakage Accidents 2.3 Sliding Accident Analysis 2.4 Sudden Broken Shaft Accident Analysis 3 Brake System Remote Monitoring and Diagnosis Method 3.1 Basic Components and Technical Parameters 3.2 Condition Monitoring Scheme 3.3 Implementation Mode of Remote Monitoring and Diagnosis 4 Remote Monitoring and Diagnostic System for Mine Hoist Systems 4.1 Overall Design 4.2 Signal Conditioning Design 5 Conclusion References Design of a Peristaltic Robot Trajectory Control System Based on Hydrodynamic Technology 1 Introduction 2 Overall Design of the Peristaltic Robot 2.1 Biological Prototype 2.2 Overall Structural Design of the Mechanical System 3 Design of the Peristaltic Robot Trajectory Control System 3.1 Control System Hardware Design 3.2 Control System Software Design 4 Conclusion References The Application of Computer Graphics Image Processing Technology 1 Introduction 2 Concepts and Components of Computer Graphics Image Processing Techniques 2.1 Concepts 2.2 Composition 3 Digital Image Processing Technology 3.1 Image Enhancement Processing 3.2 Image Greyscale Transformation 4 Application of Computer Graphic Image Processing Technology 4.1 Applications in Aided Design and Manufacturing 4.2 Application in Animation and Art Design 4.3 In the Visualisation of the Concept of the Application 5 Conclusion References Design and Implementation of an Aesthetic Scoring System for Art Images 1 Introduction 2 Related Work 2.1 Methods and Characteristics of Aesthetic Evaluation of Art Images 2.2 A Comprehensive Analysis of the Significance and Principles of the Development of an Intelligent Art Image Aesthetic Evaluation System 3 System Design 4 System Implementation 4.1 Image Upload Module 4.2 Artistic Image Aesthetic Scoring Algorithm Module 5 Conclusion References Research and Design of a Micro-commerce Platform for Agricultural Products Based on Intelligent Recommendation and Logistics Planning 1 Introduction 2 Research on the Micro-commerce Platform for Agricultural Products 2.1 Design Purpose 2.2 Functional Analysis 2.3 Platform Design 3 Research on Intelligent Recommendation and Logistics Planning Algorithms 3.1 Research on Intelligent Recommendation Algorithms 3.2 Agricultural Logistics Planning Research 4 Design of the Micro-commerce Platform for Agricultural Products in the Capital Based on Intelligent Recommendation and Logistics Planning 4.1 Overall System Structure 4.2 Database Design 5 Conclusion References Analysis of the Design of a Regional Cross-Border E-Commerce and Cross-Border Logistics Industry Integration Platform with Artificial Intelligence 1 Introduction 2 Review of Concepts and Research Related to Cross-Border E-Commerce and Cross-Border Logistics 2.1 Concepts Related to Cross-Border E-Commerce and Cross-Border Logistics 2.2 Review of Research on Cross-Border E-Commerce and Cross-Border Logistics 2.3 The Relationship Between Cross-Border E-Commerce and Cross-Border Logistics Industry Analysis Research Status 3 Analysis of the Cooperation Between Cross-Border E-Commerce Platforms and Cross-Border Logistics 3.1 Analysis of the Cooperation Subjects of Cross-Border E-Commerce Platforms and Cross-Border Logistics 3.2 Analysis of the Cooperation Factors Between Cross-Border E-Commerce Platforms and Cross-Border Logistics 4 Design of a Regional Cross-Border E-Commerce and Cross-Border Logistics Industry Integration Platform with Artificial Intelligence 4.1 Initial Network of Cross-Border E-Commerce Platform and Cross-Border Logistics Cooperation 4.2 Scheme Design 5 Conclusion References A Meta-cellular Automata-Based Approach to Simulate Flooding Processes in Complex Terrain 1 Introduction 2 The Meta-automaton Model 2.1 Theory of Meta-cellular Automata 2.2 Models in Systems 3 Flood Frequency Analysis Calculation 3.1 Selection of Flood Samples 3.2 Calculation of Flood Frequencies 4 A Method for Simulating Flood Inundation Processes in Complex Terrain Based on Meta-cellular Automata 4.1 Flood Inundation Process Model Design 4.2 Interactive Methods for Flood Evolution Simulation and Analysis 5 Conclusion References Progress in the Study of Engineering Properties of Saline Contaminated Soils 1 Introduction 2 Sources and Appearance Characteristics of Contaminated Soil 3 Study of the Mechanical Properties and Corrosion Mechanisms of Contaminated Soils 3.1 Research on the Mechanical Properties of Contaminated Soils 3.2 Research on Corrosion Mechanisms in Contaminated Soils 4 Experimental Testing Techniques for Contaminated Soil 4.1 Indoor Tests 4.2 Field Tests 5 Conclusion References Enterprise Human Resource Management System Based on Computer Aided 1 Introduction 2 Computer Aided Technology 2.1 Overview of Data Mining 2.2 Decision Tree Classification Algorithm 3 Research on Enterprise Human Resource Management System Based on Computer Assistance 4 Significance of Computer Aided Human Resource Management 5 Conclusion References An Analytical Study Based on Computer-Assisted Language Teaching 1 Introduction 2 The Characteristics of Computer-Assisted Teaching that Distinguish it from Traditional Teaching Techniques 3 An Analytical Study Based on Computer-Assisted Language Teaching 3.1 CAI can Enhance the Systemic Structural Integrity of Language Teaching 3.2 CAI can Enhance the Orderliness of Language Teaching 3.3 CAI can Enhance the Interactivity of Language Teaching 4 Conclusion References Research on Computer Aided English Teaching 1 Introduction 2 Traditional Educational Models and Computer Education Models 2.1 Advantages and Disadvantages of Traditional Educational Models 2.2 Computer Assisted Education 3 Advantages of Computer-Assisted English Teaching 3.1 Computers Play a Role to Stimulate Students’ Learning Interests and Cognitive Subjects 3.2 Facilitating the Renewal of Teachers’ Concepts and Changes in Knowledge Structures 3.3 Provide Rich English Teaching Resources 4 Exploring the Computer-Assisted Teaching Mode 5 Conclusion References Korean Teaching Strategy Based on Multimedia Technology and Task-Based Teaching Method 1 Introduction 2 Create Korean Teaching Atmosphere by Using Multimedia 3 Integrate Multimedia Teaching Technology into Korean Teaching Mode 4 Korean Reading Teaching Strategies 4.1 Expanding Vocabulary Throughout Reading Teaching 4.2 Experience the Specific Application of Grammar Knowledge 4.3 Pay Attention to the Introduction of Korean Culture 5 Conclusion References Design of Vocal Music Self-study Assistant System Based on Android Technology 1 Introduction 2 Related Technologies 2.1 Android Platform Architecture 2.2 Java Language 3 Design of Vocal Music Self-study Assistant System Based on Android Technology 4 System Design 5 Conclusion References Intelligent Kindergarten Management System Based on Web Server and Android Platform 1 Introduction 2 Relevant Technical Introduction 2.1 B/s Technology 2.2 MVC Introduction 3 Intelligent Kindergarten Management System Based on Web Server and Android Platform 4 Database Design 5 Conclusion References The Application of Computer Digital Mapping Technology in Engineering Surveying 1 Introduction 2 Digitisation of the Original Map 2.1 Digitisation of the Original Topographic Map Workflow 2.2 Combination of Field Survey Points and Digital Map Scaling Method 2.3 Division of Symbolic Layers 3 Advantages and Characteristics of Computer Digital Mapping Technology 3.1 High Mapping Accuracy 3.2 High Degree of Automation 3.3 Large Amount of Graphical Information 3.4 Maximum Customer Satisfaction 4 The Application of Computer Digital Mapping Technology in Engineering Surveying 4.1 Digitisation of Original Drawings 4.2 Ground Digital Mapping 4.3 Digital Earth 5 Conclusion References Bayesian Networks in the English Language Proficiency Test 1 Introduction 2 Bayesian Networks 2.1 Bayesian Networks 2.2 Inference Methods for Bayesian Networks 3 Bayesian Network Classification Models 3.1 Construction of Bayesian Networks 3.2 Bayesian Network Classifier 4 Conclusion References A Study on the Evaluation of Higher Art Education by Optimizing Neural Networks with the Bottleneck Algorithm 1 Introduction 2 Related Work 2.1 Bottlenose Ascidian Algorithm 2.2 BP Neural Network Theory 3 SSA-BP Based Art and Design Teaching Evaluation 3.1 Art Design Teaching Quality Evaluation System 3.2 Objective Function 3.3 Algorithm Flow 4 Conclusion References The Use of Artificial Intelligence Methods in Civil Engineering Monitoring 1 Introduction 2 Engineering Background and Methodology 2.1 Monitoring Data 2.2 Methodology 3 Artificial Intelligence Methods 3.1 BP Neural Networks 3.2 PSO-BP Neural Network 3.3 Construction of the GA-BP Neural Network 4 Results and Discussion 5 Conclusion References English Online Learning System Based on Web 1 Introduction 2 Related Technologies 2.1 B/S Mode 2.2 MVC Mode 3 English Online Learning System Based on Web 3.1 System Design Objectives 3.2 System Software Architecture 4 System Security Implementation 5 Conclusion References The Classroom System Design of College English Teaching Reform Under the Genetic Algorithm 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 Integration and Development of Internet and English Teaching System 1 Introduction 2 Introduction of Internet Information Technology in English Language Teaching 2.1 Limitations of Traditional English Teaching Methods 2.2 English Teaching and Internet Information Technology 3 Ways and Strategies to Promote the Informatization of English Teaching 3.1 Emphasis on the Importance of Classroom Teaching 3.2 Improve the School Curriculum and Teaching Management System 3.3 Build a High-Quality Teaching Resource Bank 4 The Organic Combination of English Teaching and Internet Integration 5 Conclusion References Design and Application of Raw Water Acid Adding pH Regulation System 1 Introduction 2 PH Value and Acid-Base Regulation Control System 2.1 Introduction to pH Regulation System 2.2 Equipment Composition of pH Regulation System 2.3 Precautions for pH Regulation System 3 Design of Raw Water Acid Dosing and pH Regulation System 3.1 Practical Problems Faced by Raw Water 3.2 PH Adjustment Test with Citric Acid 3.3 Effect of Citric Acid Adjusting pH on Alum Demand 4 Conclusion References Parameter Setting of LM-BP Algorithm in Financial Stock Index Prediction 1 Introduction 2 Prediction Model and Parameter Setting of Stock Index 2.1 Basic Principle of BP Neural Network 2.2 Setting the Sample Selection Range 2.3 Initial Network Privileges and Threshold Settings 3 Construction of LM-BP Neural Network Financial Stock Index Prediction Model 3.1 LM Algorithm 3.2 Construction of LM-BP Neural Network 4 Simulation Experiment 5 Conclusion References Fuzzy Self-tuning PID Algorithm Design Based on Temperature Control System 1 Introduction 2 Fuzzy Self-tuning PID Algorithm Design of the Control System 2.1 Fuzzy Self-tuning PID Control Principle 2.2 Self-adjusting Fuzzy PID Control 3 Fuzzy Self-tuning PID Algorithm for Temperature Control System 3.1 Temperature Sampling Module 3.2 Temperature Control Module 4 Conclusion References Artificial Intelligence and Machine Learning for Music Classification 1 Introduction 2 Music Classification Related Technologies 2.1 Classification Strategy 2.2 Artificial Intelligence Cluster Analysis Algorithm 3 Music Feature Classification 4 User Music Classification Based on Logistic Regression Model and Cluster Analysis 5 Conclusion References Development of Computer Intelligent Proofreading System from the Perspective of English Translation Application 1  Introduction 2  Construction of English Translation Scoring System 3 Development of Computer Intelligent Calibration System in English Translation 3.1 Language and Cultural Differences Between English and Chinese 3.2  Hierarchical System Structure 4  Research on Development Algorithm 5  Conclusion References Construction of Digital Economy System Based on Artificial Intelligence Big Data 1 Introduction 2 Theoretical Overview of Digital Economy 2.1 Digital Economy Theory 2.2 Big Data Theory 3 Construction of Digital Economy System Based on Artificial Intelligence Big Data 3.1 Artificial Intelligence Machine Learning Algorithm 3.2 Build an Industrial Brain and Create the Core Support of Digital Economy System 4 Optimize the Allocation of Factors and Create an Important Guarantee for the Digital Economy System 5 Conclusion References Design and Implementation of a Prototype System of Professional Resources for Primary Education in Universities Based on Intelligent Personalised Recommendations 1 Introduction 2 Technical Analysis of the Personalised Recommendation System 2.1 Personalised Recommendation Systems 2.2 Personalised Recommendation Technology 3 Requirement Analysis and Overall Design of the Personalised Recommendation System 3.1 Analysis of System Requirements 3.2 Overall System Design 4 Implementation of the Prototype System of Professional Resources for Primary School Education in Universities Based on Intelligent Personalized Recommendation 4.1 Model Framework 4.2 System Development Environment 5 Conclusion References Using the New Media to Develop Excellent Traditional Culture Education Under the Internet Plus 1 Introduction 2 The Massive Information Resources of New Media Enrich the New Platform of Excellent Traditional Culture Education 3 Overview of the Use of New Media to Carry Out Excellent Traditional Culture Education Under the Internet Plus 3.1 New Opportunities for “Internet Plus” New Media to Carry Out Chinese Excellent Traditional Culture Education 3.2 The Influence of “Internet +” on Chinese Excellent Traditional Culture Education 4 The Path of Chinese Excellent Traditional Culture Education from the Perspective of New Media 5 Conclusion References Strengthening the Role of Forest Cultivation Technology in Realizing Forestry Sustainable Development Based on Differential Evolution Algorithm 1 Introduction 2 The Basic Principle of Differential Evolution Algorithm 2.1 Overview of Differential Evolution Algorithm 2.2 Evolution Process 3 Problems and Challenges of Forest Cultivation at Present 3.1 Imbalance Between Supply and Demand of Forest Resources 3.2 Lack of Scientific Forest Management 3.3 The Importance of Forest Tending is not Enough 4 Key Points of Realizing Forestry Sustainable Development with Forest Cultivation Technology 4.1 Preparation Points for Technology Application 4.2 Key Points of Breeding 4.3 Key Points of Seedling Raising 4.4 Key Points of Land Preparation 5 Conclusion References Characteristics of Negative Internal Resistance Voltage Source Based on NMOS Threshold Difference Operational Amplifier 1 Introduction 2 A New CMOS Voltage Reference Circuit 2.1 Design Ideas 2.2 Influence of Power Supply Voltage on Output 3 Theoretical Model 3.1 Co Integration Thinking 3.2 Threshold Cointegration 4 Negative Internal Resistance Voltage Source Circuit 4.1 Negative Impedance Converter 4.2 Negative Internal Resistance Voltage Source 5 Analysis of Output Characteristics of Negative Internal Resistance Voltage Source 5.1 System Stability Analysis 5.2 Analysis of Output Characteristics of Negative Internal Resistance Voltage Source 6 Conclusion References Event Generalization Based on Chinese Event Corpus 1 Introduction 2 Related Work 3 Event Class Knowledge Discovery 3.1 Chinese Event Corpus 3.2 Event Class Candidate Trigger Word Discovery 3.3 Event Object Element Discovery 3.4 Event Type Environment Element Discovery 4 Experimental Analysis 4.1 Experimental Data 4.2 Experimental Results 5 Summary References Data Validity Verification Scheme Applicable to Constrained Devices 1 Introduction 2 Data Legality Verification Scheme 2.1 Algorithm Introduction 2.2 Scheme Description 3 Scheme Analysis 3.1 Scheme Efficiency Analysis 4 Conclusion References A Light-Weighted Model for Encrypted Images Retrieval Under Cloud Computing 1 Introduction 1.1 Background 1.2 Model 2 Our Scheme 2.1 Keywords Extraction 2.2 Semantic Tree and Index Construction 2.3 Words and Image Encryption 2.4 Image Retrieval 3 Conclusion References Role Access Control Search Scheme Based on Attribute Encryption 1 Introduce 2 Related Technology 2.1 Bilinear Mapping 2.2 CP-ABE 2.3 KP-ABE 2.4 Access Tree 3 System Model 4 Paper Scheme 5 Scheme Comparison and Analysis 6 Conclusion References Encrypted Image Fuzzy Search Scheme 1 Introduce 2 Related Work 3 Our Scheme 3.1 The Key Generation Phase 3.2 The Image Encryption Phase 3.3 The Trap Generation Phase 3.4 The Search Phase 3.5 The Image Decryption Phase 4 Security Analysis 5 Conclusions References Research on Blockchain User Privacy Protection Technology Based on PBFT Algorithm 1 Introduction 2 Related Work 3 System Model 4 The Proposed Scheme 4.1 PBFT Algorithm Introduction 4.2 PBFT Algorithm Consensus Calculation Steps 4.3 Searchable Encryption 5 Test Analysis 6 Conclusion References An Improved Ciphertext Deduplication Scheme Based on Ciphertext Feature Transformation 1 Introduction 2 Related Work 3 Preliminaries 3.1 Bilinear Maps 3.2 Hash Function 4 System Model and Security Model 4.1 System Model 4.2 Security Model 5 The Proposed Scheme 6 Security Analysis 7 Conclusion References Talents Training of Cyberspace Security in China Under the Background of Emerging Engineering Education 1 Introduction 2 Current Situation of Cyberspace Security Specialty Construction 2.1 State of Development 2.2 Existing Problems 3 Improvement of the Problem 3.1 Change the Curriculum 3.2 Carry Out Industry-School Integration and School-Enterprise Cooperation 3.3 Increase the Emphasis on Competition 4 Conclusion References The Influence of E-books on Book Publishing and Readers’ Reading Mode 1 Introduction 2 Related Work 2.1 E-Book Publishing Environment 2.2 Practical Problems Encountered in the Actual Development of E-books 3 The Positive Impact of E-books on Traditional Publishing Institutions 3.1 Change the Way Books are Published 3.2 Innovate the New Mode of Book Marketing 3.3 Standardize Asset Management and Strengthen Application 3.4 Cultivate Market Growth Points 4 The Influence of E-books on Readers’ Reading Mode 4.1 The Traditional Definition of “Book” has been Gradually Subverted 4.2 The Traditional Reading Mode is Gradually Replaced 4.3 The Traditional Function of the Library is Gradually Weakened 4.4 E-book Publishing Presentation Will Change Due to Technology 5 Conclusion References Design of Wushu Training Action Simulation System Based on Virtual Reality Technology 1 Introduction 2 Virtual Reality Technology 2.1 Virtual Scene Generation 2.2 VR Eyes 3 Design of Wushu Training Action Simulation System Based on Virtual Reality Technology 4 Simulation of Martial Arts Training Action Based on Virtual Reality Technology 5 Conclusion References Network Reading Circulation and Personalized Guidance of Reader Service in the Information Age 1 Introduction 2 Concept and Characteristics of Online Reading 2.1 Openness 2.2 Modernization of Service Means 2.3 Diversity 2.4 Change of Service Concept 3 The Necessity of Cultivating New Reader Service Talents in the Information Age 4 Necessity and Specific Measures of Carrying Out Personalized Reader Service in the Information Age 4.1 Improve Various Management Systems 4.2 Effectively Improve the Overall Quality of Staff 4.3 Establish and Continuously Improve Relevant Reader Education and Training Mechanisms 4.4 Continuously Enrich and Update Their Own Information Resources in Time 4.5 Adopt Personalized Incentive Service 5 Conclusion References Development of ACM International College Student Programming Competition System Based on Web 1 Introduction 2 Learning Mode Based on ACM Competition 2.1 Collaborative Learning to Create the Best Learning Results 2.2 Task Driven Learning and Creating Autonomous Learning Mode 2.3 Learning in the Network will Become a Habit 3 Overall System Structure 4 System Software Design 4.1 Software Platform 4.2 Design of Main Part 5 Conclusion References Graphic Creativity in Modern Print Advertising Design Based on BP Neural Network 1 Introduction 2 Related Technologies 2.1 BP Neural Network 2.2 Graphic Creativity of Print Advertising Image 3 Research on Graphic Creativity in Modern Print Advertising Design Based on BP Neural Network 4 Research on Graphic Creativity 5 Conclusion References Research and Implementation of MVC Design Pattern on J2EE Platform 1 Introduction 2 Introduction to MVC Model 2.1 Basic Concepts 2.2 Advantages of MVC Design Pattern 3 Introduction to JSP Servlet 3.1 JSP 3.2 Servlet 4 Implementation of MVC Design Idea on J2EE Platform 4.1 MVC System Model Construction 4.2 MVC System Model Technology Implementation 5 Conclusion References Optimization of Agricultural Management System Based on Internet of Things 1 Introduction 2 Research Status of Data Mining 3 Agricultural Informatization Construction Mode 4 Management System Design 5 Conclusion References Prediction Algorithm of Regional Economic Development Based on lpsvr 1 Introduction 2 Theoretical Research on Regional Economic Development 2.1 Regional Economic Theory 2.2 Theoretical Basis of Regional Economic Development Environment 3 Regional Economic Development Prediction Algorithm Based on lpsvr 3.1 Linear Programming Support Vector Machine Model 3.2 Prediction Index System of Regional Economic Development 4 Impact of Regional Economic Development on Regional Economic Development Environment 5 Conclusion References Analysis on the Application of VR Technology in Military Psychological Training in 5g Era 1 Introduction 2 Analysis of the Current Situation of Military Psychological Training 2.1 There is a Common Problem that There is a Deviation in the Understanding of Military Psychological Training 2.2 The Existing Military Psychological Training System is Insufficient 3 Application of VR Technology in Military Psychological Training in 5g Era 4 Conclusion References Design of Vocabulary Query System in Computer Aided English Translation Teaching 1 Introduction 2 Overview of Related Technologies 2.1 Game Scene Design Theory 2.2 The Importance and Technical Expression Elements of Game Art 3 “Internet Plus” Online Game Clearance Clearance Animation Scene Design and Style Research 4 Internet Plus + Online Game Clearance Success Stories 5 Conclusion References On the Development of International Environmental Law from the Perspective of International Relations Theory Under Genetic Algorithm 1 Introduction 2 Genetic Algorithm 2.1 Principle of Genetic Algorithm 2.2 Basic Flow of Genetic Algorithm 3 The Influence of the Development of International Environmental Law on International Relations 4 Prospects for the Development of International Environmental Law Based on the Theory of Community of Human Destiny 5 Conclusion References Erosion Behavior of Non-Newtonian Sand-Carrying Liquid Elbow During Large Displacement Fracturing 1 Introduction 2 Mathematical Model 2.1 Governing Equation 2.2 Fluid Rheology 2.3 Erosion Model 3 Numerical Simulation Method 3.1 Geometric Model Boundary Conditions 3.2 Meshing and Verification of Independence 4 Analysis and Discussion of Results 4.1 Comparison of Erosion Rate of Outer Wall of Elbow Pipe in Water and Non-Newtonian Guar Gum Solution 4.2 The Influence of Fluid Velocity in Non-Newtonian Guar Gum Solution on Erosion Rate 5 Conclusion References Longitudinal Distribution, Migration and Transformation of PAHs in Soil 1 Introduction 2 Related Work 2.1 Properties and Hazards of PAHs 2.2 Source and Distribution of PAHs 2.3 Remediation of PAHs in Soil 3 Test Design 3.1 Design of PAHs Longitudinal Migration Test 3.2 PAHs Degradation Test Design 4 Study on Longitudinal Distribution, Migration and Transformation Characteristics of PAHs in Soil 5 Conclusion References Application of Montage Thinking in Computer Sketch Painting 1 Introduction 2 Montage Thinking 2.1 Concept of Montage Thinking 2.2 Characteristics of Montage Thinking 3 Application of Montage Thinking in Computer Sketch Painting 3.1 Continuous Montage 3.2 Contrast Montage 3.3 Metaphorical Montage 4 Computer Aided Drawing 5 Conclusion References Application of Virtual Computer Technology in Computer Teaching 1 Introduction 2 Research on Computer Technology in Computer Teaching 2.1 The Positive Role of Computer-Aided Mathematics Teaching 2.2 Problems in Computer Teaching 3 Virtual Computer Technology 3.1 Overview of Computer Virtualization Technology 3.2 Principle of Virtualization Technology 4 Application of Virtual Computer Technology in Computer Teaching 4.1 Significance of the Application of Virtual Computer Technology in Computer Teaching 4.2 Application of Virtual Computer Technology in Computer Teaching 5 Conclusion References Analysis on the Construction of College Campus Sports Culture System Platform Under the Background of Big Data 1 Introduction 2 Overview of College Campus Sports Culture 2.1 Definition of Campus Sports Culture 2.2 Classification of Campus Sports Culture 3 Strategies of Sports Culture Construction in Colleges and Universities 3.1 Improve Mechanism Construction 3.2 Core Content of Control 3.3 Innovating the Form and Content of Sports Culture Construction 4 Analysis on the Construction of College Campus Sports Culture System Platform Under the Background of Big Data 5 Conclusion References Application of Multi-agent Design Technology for Aging Products in Electronic Health Information 1 Introduction 2 Research Background 2.1 National Conditions of Aging 2.2 Current Situation of Electronic Health Information Service in China 3 Principles of Product Design and Development for the Elderly in China 3.1 Principle of Convenience and Ease of Use 3.2 Principles of Health and Environmental Protection 3.3 Comply with the Principle of Physical Function of the Elderly 3.4 Principles of Safe Use 3.5 Principles of Intelligent Design 4 Application of Multi-agent Design Technology of Aging Products in Electronic Health Information 4.1 Diversify E-Health Information Services 4.2 Realize the Decision Optimization of Medical Institutions 4.3 Assist in Public Health Emergency Management 5 Conclusion References Energy Storage Air Conditioning System of Solar Ground Source Heat Pump 1 Introduction 2 Characteristics of Composite Ground Source Heat Pump 2.1 Characteristics of Solar Energy 2.2 Study on soil Heat Source 3 New Energy Buildings and Energy Systems 3.1 Energy Saving Measures for New Energy Comprehensive Utilization Buildings 3.2 New Energy System of Buildings 4 Analysis of Solar Assisted Ground Source Heat Pump 5 Conclusion References Study on Reference Materials of Polymerase Chain Reaction Analyzer 1 Introduction 2 Research Status and Development Trend of Analyzer Reference Materials 2.1 Development Process and Existing Problems 2.2 Development Trend 3 Research on Reference Materials of Polymerase Chain Reaction Analyzer 3.1 Technical Indicators 3.2 Design Principle 3.3 Development of Reference Materials 4 Conclusion References Intelligent Development of Exhibition Industry in Jilin Province Under the Background of Big Data 1 Intelligent Development of Exhibition Industry in Jilin Province 1.1 Smart Network Chain is not Perfect yet 1.2 Insufficient Integration of Online and Offline Exhibitions 1.3 There Are Certain Limitations in the Application of Data Value 2 Intelligent Development of Exhibition Industry Under the Background of Big Data 2.1 Actively Build a Big Data Collection Center 2.2 Actively Develop and Deeply Rely on Mobile Internet Platform 2.3 Attach Importance to Information Construction of Exhibition Venues 3 Countermeasures for Intelligent Development of Exhibition Industry in Jilin Province 3.1 Take Data as the Chain and Develop New Formats of Smart Exhibition with the Help of Digital Technology 3.2 Actively Create a Hybrid Exhibition Form of “Online + Offline” 3.3 Actively Build a Comprehensive Intelligent Exhibition Service Platform 4 Conclusion References Application of K-means Clustering Algorithm in Mental Health Education Evaluation of College Students 1 K-means Clustering Algorithm Analysis 1.1 Algorithm Introduction 1.2 Algorithm Example 2 Application of K-Means Clustering Algorithm in Mental Health Education Evaluation of College Students 2.1 Data Sources and Sample Selection 2.2 K-means Clustering Algorithm Process 3 Conclusion References Evaluation Algorithm of Staff Ability Value in Personnel Management System Based on .Net 1 Introduction 2 .Net Personnel Management System Characteristics and Concepts 3 System Design and Algorithm Introduction 3.1 System Design 3.2 Algorithm Introduction 4 .Net Personnel Management System Test 4.1 Test Scheme 4.2 Test Results 5 Conclusion References Evaluation of Sino-Foreign Cooperative Teaching Project Based on AHP Algorithm 1 Introduction 2 Basic Concepts of AHP Algorithm 3 Construction of Evaluation System 3.1 Evaluation Principles 3.2 System Construction 4 Evaluation of AHP Algorithm 4.1 Evaluation Ideas 4.2 Evaluation and Analysis 5 Conclusion References Mobile Teaching of College Tourism English Based on Android Platform 1 Introduction 2 Basic Concepts of College Tourism English Mobile Teaching and Android Platform Environment 2.1 Basic Concepts 2.2 Android Platform Environment 3 College Tourism English Mobile Platform Design Scheme 3.1 General Framework 3.2 Scheme Design 4 Conclusion References The Construction of College Basketball Teaching Network Platform Based on Big Data Technology 1 Introduction 2 Basic Concept of Big Data Technology and Significance of Building Basketball Teaching Network Platform 2.1 Basic Concepts 2.2 Significance of Platform Construction 3 Requirements for Building Basketball Teaching Network Platform 3.1 The Platform Has Complete Functions 3.2 Good Scalability 4 Construction Strategy of Basketball Teaching Network Platform 4.1 The Total Framework 4.2 Analysis of Key Technologies 5 Platform Testing 5.1 Test Scheme 5.2 Test Results 6 Conclusion References Function Design of Exhibition Platform Based on Computer and Big Data Line 1 Introduction 2 Advantages of Online Exhibition Platform 2.1 Defects of Offline Exhibition Platform 2.2 Advantages of Online Exhibition Platform 3 Functional Design of Online Exhibition Platform 3.1 Needs of Exhibition Business 3.2 Function Design 4 Conclusion References Wetland Park Planning and Design Evaluation Based on Fuzzy Comprehensive Evaluation Method 1 Introduction 2 The Relationship Between the Basic Concept of Fuzzy Comprehensive Evaluation Method and the Planning and Design of Wetland Park 2.1 Basic Concepts 2.2 Relationship 3 Fuzzy Comprehensive Evaluation of Wetland Park Planning and Design 3.1 Material Selection 3.2 Data Processing 3.3 Fuzzy Comprehensive Evaluation 4 Conclusion References An Intelligent Method for Determining the Mental Health of University Students Based on IoT Technology 1 Introduction 2 Data Mining Methods Based on IoT Technology 3 Intelligent Determination of University Students’ Psychological Problems Based on IoT Mining Technology 4 Conclusion References Application of Computer Aided Design in Winter Costume Design 1 Introduction 2 Basic Concepts of Computer-Aided Design 3 Main Problems in Traditional Winter Clothing Design 3.1 Improper Balance Between Functionality and Aesthetics 3.2 Improper Use of Design Elements 3.3 Cumbersome Design Repair 3.4 Design Calculation Difficulties 4 Advantages and Application Strategies of Computer-Aided Design in Winter Clothing Design 4.1 Using Advantages 4.2 Applying Strategies 5 Conclusion References Design and Application of Personalized Recommendation Module for English Writing Marking System Under Theme Model 1 Introduction 2 Basic Concept and Model Selection of Topic Model 2.1 Basic Concepts 2.2 Model Selection 3 Personalized Recommendation Module Design Scheme and Application 3.1 Improvement of LDA Model 3.2 Key Technologies 3.3 Module Design and Application 4 Conclusion References Author Index