Forthcoming Networks and Sustainability in the IoT Era: Second International Conference, FoNeS-IoT 2021, Volume 1 (Lecture Notes on Data Engineering and Communications Technologies)

This book aims to provide a platform to the researchers and practitioners from both academia and industry to meet and share their experience and knowledge. Forthcoming Networks and Sustainability in the IoT Era (FoNeS-IoT), Volume 1 & 2, aims to bring together researchers and professionals to exchange ideas on the advancements in technology, application areas for advanced communication systems and development of new services, and facilitate a tremendous growth of new devices and smart things that need to be connected to the Internet through a variety of wireless technologies. Parallel to this, new capabilities such as pervasive sensing, multimedia sensing, machine learning, deep learning, unmanned aerial vehicles, cloud and edge computing, energy efficiency/harvesting, and computing power open the way to new domains, services, and business models beyond the traditional mobile Internet. The new areas in turn come with various requirements in terms of reliability, quality of service, and energy efficiency. These are only some examples of the challenges that are of interest to researchers in Forthcoming Networks and Sustainability in the IoT Era (FoNeS-IoT). It will explore the latest developments, innovations, and best practices within the IoT and the impact it has on industries including: manufacturing, transport, supply chain, communication, government, legal sectors, financial services, energy utilities, insurance, health care, retail, and many others. It provides opportunities for academicians and scientists along with professionals, policymakers, and practitioners from various fields in a global realm to present their research, contributions, and views, on one forum, and interact with members inside and outside their own particular disciplines. Papers describing applications of IoT in e-Health, Smart Systems & Management, Communication, and Education are also included, but the focus is mainly on how new and novel techniques advance the performance in application areas, rather than a presentation of yet another application of conventional tool. Papers on such applications describe a principled solution, emphasize its novelty, and present an in-depth evaluation of the techniques being exploited. Contents Evolution Characteristics of High-Tech Industry Innovation Efficiency Under the Background of Information Technology 1 Introduction 2 Characteristics of HTI 2.1 Strategic 2.2 Risk 2.3 Gain 2.4 Permeability 2.5 Motivation 3 Experimental Analysis Method of Evolution Characteristics of HTI Innovation Efficiency 3.1 Comprehensive Analysis Method 3.2 The Combination of Static Analysis and Dynamic Analysis 3.3 Comparison and Comparison Methods 3.4 Combining Literature Collection and Field Investigation 3.5 Convergence Analysis Method 4 Analysis of the Experimental Results of the Evolution Characteristics of HTI Innovation Efficiency 4.1 Analysis of Convergence Experiment Results 4.2 Factor Extraction and Naming Experiments for the Evolution Characteristics of HTI Innovation Efficiency 5 Conclusions References The Effect of Rapid Weight Loss on Football Players’ Health and Athletic Ability Under Computer Technology 1 Introduction 2 The Impact of Rapid Weight Loss Under Computer Technology on the Health and Athletic Ability of Football Players 2.1 Fast Weight Loss 2.2 The Effect of Rapid Weight Loss on Body Composition and Exercise Capacity 2.3 Application of Computer Data Processing Technology in Weight Loss Training 3 Experimental Research 3.1 Research Objects 3.2 Experimental Process 3.3 Test Indicators and Statistics 4 Experimental Results 4.1 Changes in the Levels of Physical Fitness Indicators of the Experimental Group Athletes Before and After the Intervention 4.2 Changes in the Levels of Physical Fitness Indicators Before and After the Intervention of the Athletes in the Control Group 4.3 Health Changes Before and After Rapid Weight Loss 5 Conclusion References University Art Education and Informatization Teaching Innovation in the Era of Network Information 1 Introduction 2 Innovative Research on University Art Education and Informatization Teaching in the Network Information Age 2.1 The Characteristics of University Learning in the Network Information Age 2.2 Information Education 2.3 Construction of Innovative Art Education Classroom 3 Investigation and Research of University Art Education and Information Teaching Innovation in the Network Information Age 3.1 Research Methods 3.2 Data Collection 3.3 Data Processing and Analysis 4 Investigation and Analysis of University Art Education and Information Teaching Innovation in the Network Information Age 4.1 Comparison of the Situation of Using Informatized Teaching Methods 4.2 University Art Information Teaching and Traditional Teaching Methods 5 Conclusions References (CAD/CAM) Preliminary Establishment of Digital System in Dental Restoration 1 Introduction 2 (CAD/CAM) Preliminary Establishment of Digital System in Dental Restoration 2.1 Common (CAD/CAM) Digital System Types 2.2 CAD/CAM Database Technology 2.3 The Functional Structure of the CAD/CAM System 3 Experiment 3.1 Research Objects 3.2 Statistical Analysis 4 Discussion 5 Conclusions References Effectiveness of College Students' Physical Exercise on Improving Mood State Based on Big Data 1 Introduction 2 Effectiveness of College Students' Physical Exercise in Improving Their Mood State Under the Background of Big Data 2.1 Under the Background of Big Data, Colleges and Universities Analyze the Changes in the State of Mind of College Students Under Physical Exercise 2.2 Theories of Exercising Healthy Beliefs 2.3 Mood State 2.4 Application Research of Big Data Sampling Method 3 Experimental Research on the Effectiveness of College Students’ Physical Exercise in Improving Their Mood State Under the Background of Big Data 3.1 Survey Object 3.2 Mathematical Statistics 4 Experimental Research and Analysis of the Effectiveness of College Students’ Physical Exercise in Improving Their Mood State Under the Background of Big Data 4.1 Correlation Analysis of College Students’ Mood State and Physical Exercise Habits 4.2 Regression Analysis of College Students’ Health Beliefs, Mood State and Physical Exercise Habits 5 Conclusions References Influence of Big Data Information Processing Technology on English Reading Anxiety 1 Introduction 2 Concept of English Reading Teaching Mode Under the Influence of Big Data 3 English Reading Teaching Mode Under the Influence of Big Data 3.1 Select Fresh Texts to Stimulate Reading Interest 3.2 Cultivate Inquiry Habits and Promote Individual Reading 3.3 Teach Reasonable Methods to Enhance English Ability 3.4 Build a Modern Evaluation System to Form Accurate Feedback 4 Problems of English Reading Teaching Mode in My Country 5 The Strategies for Adopting English Reading Teaching Mode Under the Influence of Big Data in My Country's Colleges and Universities 5.1 Expand Vocabulary and Lay the Foundation for English Reading 5.2 Consolidate Knowledge of Grammar and Strengthen Understanding of English Reading 5.3 Master the Correct Reading Method and Develop Good Reading Habits 6 Conclusion References Application of Big Data Information Processing Technology in the Improvement of Intercultural Sensitivity in English Teaching 1 Introduction 2 Concept of the Application of Big Data Information Processing Technology in the Improvement of Intercultural Sensitivity in English Teaching 3 Big Data Information Processing Technology Teaching Mode 3.1 Understand the Characteristics of Verbal Communication and Non-verbal Communication 3.2 Incorporate Cultural Knowledge in a Timely Manner 3.3 Improve Intercultural Communicative Competence by Cultivating Empathy 3.4 Promote Personalized English Learning 4 Problems of Intercultural Sensitivity Teaching Mode in My Country 5 The Strategies for the Application of Big Data Information Processing Technology in the Improvement of Intercultural Sensitivity in English Teaching in My Country's Colleges and Universities 5.1 Improvement of Teaching Link Design 5.2 Improvement of Teaching Methods 5.3 Improvement of Teaching Evaluation 6 Conclusion References Coordinated Development of Children's Art Skills and Creativity Based on Human-Computer Interaction Technology 1 Introduction 2 Research on the Coordinated Development of Children's Art Skills and Creativity Based on Human-Computer Interaction Technology 2.1 Development Trend of Human-Computer Interaction for Children 2.2 Human-Computer Interaction Design Principles for Children 2.3 The Connotation of Children's Art Creativity 2.4 The Relationship Between Art Skills and Creativity 3 Experiment 3.1 Questionnaire Survey Method 3.2 Selection of Survey Objects and Implementation of the Questionnaire 3.3 Reliability Test of the Questionnaire 4 Discussion 4.1 The Application Status of Human-Computer Interaction Technology in Children’s Art 4.2 The Role of Human-Computer Interaction Technology in Art Teaching 5 Conclusions References Construction of University Teachers’ Digital Competency Model Based on New Media Communication Technology 1 Introduction 2 Construction of the Digital Competency Model of College Teachers Based on New Media Communication Technology 2.1 Demand Analysis for the Construction of University Teachers’ Digital Competency Model 2.2 Countermeasures to Improve the Digital Competence of College Teachers Based on New Media Communication Technology 3 Experimental Research on the Construction of University Teachers’ Digital Competency Model Based on New Media Communication Technology 3.1 Data Collection 3.2 Interview Content and Process 3.3 Questionnaire Survey 3.4 Reliability Analysis of the Questionnaire 4 Data Analysis of the Digital Competency Model of College Teachers Based on New Media Communication Technology 4.1 Digital Technology Capability Dimension 4.2 Digital Professional Development and Innovation Dimension 4.3 Digital Value and Pursuit Dimension 5 Conclusion References Mixed Teaching of Linear Algebra Based on BOPPPS in Modern Information Technology 1 Introduction 2 The Present Situation of Hybrid Teaching in Wuhan Donghu University 2.1 Multi-measures and Precise Treatment——A Stratified Teaching Method 2.2 The Course Thought Politics, Establishes the Virtue to Set up the Person 2.3 Pay Attention to the Process Evaluation, Optimize the Examination System 2.4 With the Depth of Professional Integration, High Service 2.5 Keep up with the Times and Be Forward-Looking 3 Teaching Practice Based on BOPPPS 4 Presentation of Results 4.1 Competition Results are Improving 4.2 There was a Marked Improvement in the Final Examination Results 5 Conclusion References Analysis of the Main Characteristics of the Outstanding Offshore RMB Bond Market with Big Data 1 Introduction 2 Literature Review 2.1 Concepts of Big Data and Applications 2.2 Concepts Related to Offshore RMB Bonds 3 Comparative Analysis of the Offshore RMB Bond Issuance Market Based on Big Data and Traditional Data 4 Analysis of the Main Characteristics of the Outstanding Offshore RMB Bond Market with Big Data 4.1 Big Data Based Analysis of the Outstanding Offshore RMB Interest Rate Bonds 4.2 Big Data Based Analysis of the Outstanding Offshore RMB Credit Bonds 5 Conclusion References Application of Computer Aided Instruction in Taekwondo Teaching 1 Introduction 2 Path Optimization of Melt Deposition 3D Printing 2.1 Computer Aided Instruction 2.2 Motion Quality Scoring Based on Computer Aided 3 Experiment of Teaching Activities 3.1 Experimental Methods 3.2 Teaching Contents and Objectives 3.3 Data Statistics and Processing 4 Teaching Experiment Results 4.1 Comparison of Taekwondo Assessment Results 4.2 After the Experiment, the Sports Attitude of Experimental Class Changed 5 Conclusions References Research on the Application of Artificial Intelligence Technology in News Space’s Production 1 Introduction 2 Intelligent Production Promotes the Diversification of Production Subjects and Modes of News Space 3 Virtual and Objective Intelligent Scenes Reshaping the "Reality" in News Spatial Narrative 4 The Production of News Space Based on Algorithm Gatekeeping Reconstructs Users’ Information Cognition 5 AI Algorithms for Making News 5.1 Content-Based Recommendations 5.2 Collaborative Filtering Recommendation 5.3 Popular Recommendation 6 Conclusion References Risk Prediction and Treatment in Enterprise Management Based on Ant Colony Parallel Algorithm 1 Introduction 2 Risk Prediction and Treatment in Enterprise Management Based on Ant Colony Parallel Algorithm 2.1 Features of Ant Colony Algorithm 2.2 The Function of Risk Prediction 2.3 Establishment of Risk Prediction System 3 Experiment 3.1 Sample Selection 3.2 Enterprise Management Risk Prediction Modeling Based on Ant Colony Parallel Algorithm 4 Discussion 5 Conclusions References Research on the Sales Volume of Heavy Trucks in Various Usage Scenarios Based on the Analysis of the Static Market Big Data Model 1 Overall Market Analysis 2 Market Analysis of Each Usage Scenario 3 Sales Analysis Model Based on Usage Scenarios 3.1 Model Identification 3.2 Estimation 3.3 Diagnose 3.4 Prediction 4 Conclusion References Analysis of Seepage and Clogging Characteristics of Rock-Soil Porous Media Based on DEM Technology 1 Introduction 2 DEM Basic Theory 3 DEM Simulation of Seepage Fouling 4 Simulation and Analysis 4.1 The Influence of Skeleton Particle Distribution 4.2 The Influence of the Porosity of Porous Media 4.3 The Influence of the Particle Size of the Framework Particles 4.4 The Influence of the Orientation of the Framework Particles 5 Summary References Automobile Axle Temperature Detection Technology Based on the Matlab Platform 1 Introduction 2 Data Fusion Technology 3 Kalman Filtering Based on the Matlab Platform 3.1 Kalman Filtering Algorithm 3.2 Modeling and Simulation of the Kalman Filtering Algorithm 4 Conclusion References Design of Marketing Data Mining System Based on AI 1 Introduction 2 The Definition of Customer Relationship Management 3 Data Mining 3.1 Research Status of Data Mining 3.2 Research and Development of Data Mining 4 The Connotation of Data Mining 5 Application Process of Data Mining Technology in Customer Relationship Management 5.1 Determine the Mining Target 5.2 Data Preparation 5.3 The Construction and Application of Data Mining Model 5.4 Application and Evaluation of Data Mining Results 6 System Design of Market Mining Customer Relationship Management Based on AI 6.1 System Overall Structure Design 6.2 System Function Design 7 Summary References The Application of Computer Database System in Educational Information Management 1 Introduction 2 An Overview of Computer Database Technology 3 Concept and Characteristics of Computer Database System 3.1 Features of Data Sharing 3.2 Characteristics of Data Organization 3.3 Features of Data Independence 3.4 Data Flexibility Characteristics 3.5 Controllability of Data 4 The Strategy of Computer Database Technology Application in Education Information Management 4.1 Pay Attention to the Combination of Theory and Practice 4.2 Further Increase the Database Security 5 The Current Status of Database Applications in Education Information Management 5.1 Increasingly Valued by Society 5.2 Continuously Improving Safety 5.3 Expansion of Scope 5.4 The Rapid Development of Related Technologies 6 Suggestions for Improving the Database Application in the Education Information Management System 6.1 Pay Attention to the Security of the Database System 6.2 Continue to Promote the Stable Development of Computer Databases 7 Strengthen the Security of Computer Data System in Educational Information Management 7.1 Strengthen the Security Performance of Computer Data Systems in the Current Stage of Social Development 7.2 Strengthen Applications and Measures to Improve Safety Performance 7.3 Strengthen the Research on the Integration of Computer Database Theory and Practice 8 Summary References Intelligent Analysis and Processing Technology of Financial Big Data Based on Association Rule Mining Algorithm 1 Introduction 2 Intelligent Analysis and Processing Technology of Financial Big Data Based on Association Rule Mining Algorithm 2.1 Data Processing Technology 2.2 Financial Analysis 2.3 Building a Financial Analysis Platform for Data Mining Technology 3 System Design Experiment Test 3.1 System Function Module Design 3.2 Detailed Design on the Server Side 3.3 System Operating Environment 3.4 System Performance Test 4 Analysis of Test Results 4.1 Financial Platform Performance Test Results 5 Conclusion References Accounting Information Quality Evaluation Based on BP Neural Network Evaluation Model 1 Introduction 2 The Characteristics of Accounting Information Quality 3 BP Neural Network Introduction 4 BP Neural Network Information Accounting Evaluation Model 4.1 BP Neural Network Evaluation Principle of Information Accounting 4.2 Evaluation of Information Accounting Based on BP Neural Network 4.3 Neural Network Model of Information Accounting Evaluation 5 Application of BP Network Information Accounting Quality Evaluation Model 6 Summary References Design and Application of ERP System for Chinese State-Owned Enterprise Employees Based on Data Mining and Clustering Algorithm 1 Introduction 2 The Concept and Development of ERP 3 Data Mining Overview 4 Clustering Algorithm Partitioning Under Big Data 4.1 Traditional Clustering Algorithm 4.2 Clustering Algorithm Based on Sampling 5 The Design and Application of Data Mining and Clustering Algorithms in the State-Owned Enterprise Employees ERP System 5.1 Application Framework of State-Owned Enterprise Employees ERP System Based on Data Warehouse 5.2 Application Framework Based on State-Owned Enterprise Employees ERP Business Database 5.3 State-Owned Enterprise Employees ERP Model Design 6 Summary References Construction of Credit Knowledge Service Model in Financial Field Based on Integrated SVM Data Stream Classification Algorithm 1 Introduction 2 SVM Data Stream Classification Algorithm and Financial Field 2.1 SVM Data Flow 2.2 Features of SVM Technology 2.3 Analysis and Model of Financial Knowledge Service Demand 2.4 Service Model Composition 3 Bond Evaluation Experiments Based on the Financial Sector 3.1 Experimental Setup and Process 3.2 Experimental Formula 4 Bond Experiment Based on Financial Knowledge 4.1 Retrieval Combination Test 4.2 Retrieval Comparison Based on SVM Data Stream Classification Algorithms 5 Conclusions References Study on Career Development and Digital Value-Oriented Countermeasures of Aesthetic Education Teachers Based on BP Neural Network 1 Analysis of the Development Status of Aesthetic Education in Colleges and Universities 1.1 The Curriculum System Is Uneven 1.2 Insufficient Policy Support 1.3 Lack of Strength in Career Development 2 Value Orientation of the Integration of Industry, Education and Research 2.1 In Line with the Professional Development of Aesthetic Education Teachers in Colleges and Universities 2.2 Promote the Performance of Teachers of Aesthetic Education in Colleges and Universities 2.3 Enhance the Brand Effect of Aesthetic Education in Colleges and Universities 3 Research on Countermeasures for Professional Development of College Aesthetic Education Teachers 3.1 “Teach” to Learn and Learn and Strengthen the Penetration of Aesthetic Education 3.2 “Research” to Produce Fine Products and Exert Cultural and Creative Influence 4 Epilogue References Lung Cancer Based on Big Data Technology Disease Data Management Status Quo 1 Introduction 2 Big Data Technology Disease Data Management 2.1 Big Data Technology 2.2 Lung Cancer 2.3 Data Management 3 Lung Cancer Data Management Experiment 3.1 Parameter Configuration 3.2 Lung Cancer Prediction Model 3.3 Statistics 4 Discussion 4.1 Comparison of Operating Efficiency 4.2 Comparison of Lung Cancer Cell Mutations 4.3 Genetic Testing Analysis 5 Conclusions References Course Analysis and Management System Design Based on Big Data Technology 1 Introduction 2 Research on Curriculum Analysis and Management System Design Method Based on Big Data Technology 2.1 Function Analysis of Course Assessment and Analysis Management System 2.2 Mining Association Rules Based on Educational Decision-Making 2.3 Typical Algorithms of Decision Trees 3 Experimental Research on Curriculum Analysis Based on Big Data Technology 3.1 Classroom Analysis and Evaluation of Practical Courses 3.2 Classroom Teaching Behavior Coding 4 Course Survey Analysis Research Based on Big Data Technology 4.1 Analysis of the Difference of Professional Titles of Different Teachers in Classroom Teaching 4.2 Analysis of Differences in Specific Coding Behaviors of Teachers with Different Academic Qualifications 5 Conclusions References Application of BIM Virtual Technology in Highway Tunnel Construction Management 1 Introduction 2 Application Research on Highway Tunnel Construction Management Based on Bim Virtual Technology 2.1 Research on 3D Lining Modeling Method and Program Development of Highway Tunnels 2.2 BIM-Based Safety Management of Railway Tunnels Before Construction 2.3 Create a Geological Model 2.4 Method for Determining Maturity Weight 3 Experimental Research on Highway Tunnel Construction Management Based on BIM Virtual Technology 3.1 Formation of the Project Bim Team 3.2 Construction Schedule Simulation 4 Experimental Analysis of Highway Tunnel Construction Management Based on BIM Virtual Technology 4.1 Three-Dimensional Calculation Based on BIM Model 4.2 BIM Application Score in This Case 5 Conclusions References Stock Return Analysis Based on ARMA (2,2) Model 1 Introduction 2 Prediction and Demonstration of ARMA (2,2) Model 2.1 Principle and Method of ARMA (p,q) 2.2 Data Description and Statistical Test 2.3 Prediction of ARMA (2,2) Model 3 Conclusion References Monitoring Method of Vertical Stress on Precast Concrete of Prefabricated Building 1 Introduction 2 Discussion 2.1 The Characteristics of Precast Concrete in Prefabricated Buildings 2.2 Main Test Methods for Vertical Force Monitoring 2.3 Benefit Estimation of Prefabricated Buildings Based on Grey System Theory 3 Research on Vertical Force of Precast Concrete of Prefabricated Building 3.1 Research Content 3.2 Research Methods 3.3 Data Acquisition 4 Analysis of Factors Affecting the Vertical Force of Precast Concrete in Prefabricated Buildings 4.1 The Influence of the Position of the Steel Mesh on the Vertical Force 4.2 The Influence of Steel Bar Diameter on Ultimate Bearing Capacity 5 Conclusion References Information Age, Artificial Intelligence and Virtual Reality Technology are Integrated with Logistics Teaching Reform 1 Introduction 2 Logistics Teaching 2.1 Virtual Reality 2.2 Artificial Intelligence Teaching 3 Artificial Intelligence VR Integration Logistics Teaching Experiment 4 Results and Discussion 5 Conclusion References Evaluation and Improvement of Innovation Capability of Small and Medium-Sized Enterprises Based on Internet of Things Technology 1 Introduction 2 The Components and Evaluation Indicators of the Innovation Capability of Small, Medium and Micro Enterprises 2.1 Elements of the Innovation Capability of Small, Medium and Micro Enterprises 2.2 Evaluation Indicators for Innovation Capabilities of Small, Medium and Micro Enterprises 3 Research on Experimental Preparation for Analysis of Innovation Capabilities of Small, Medium and Micro Enterprises 3.1 Experimental Method 3.2 Experimental Data Collection 4 Experimental Analysis on the Evaluation of Innovation Ability of Small, Medium and Micro Enterprises 4.1 Analysis of Coefficient of Variation Value 4.2 Industry Distribution Analysis of Small, Medium and Micro Enterprises in Region A 5 Conclusions References Textile Industry Agglomeration and Economic Development 1 Introduction 2 Analysis on the Current Situation of Textile Industry Agglomeration in Zhejiang Province 3 Research on the Impact of Textile Industry Agglomeration on Economy in Zhejiang Province 3.1 Calculation of Location Entropy of Textile Industry in Zhejiang Province 3.2 Impact of Zhejiang Textile Industry Agglomeration On Industrial Structure and Employment 3.3 Impact of Zhejiang Textile Industry Agglomeration on Enterprises 4 Conclusion References Threshold Effect of Collaborative Agglomeration of Internet and High-Tech Industry on Green Innovation 1 Introduction 2 Model Construction and Variable Description 2.1 Model Construction 2.2 Variable Description 2.3 Data Description 3 Empirical Results Analysis 3.1 Threshold Effect Test 3.2 Threshold Regression Results and Robustness Test 4 Conclusion References Construction of Computer Network Security Information Leak-Proof Management System 1 Introduction 2 Establishment of Computer Information Encryption Algorithm 2.1 Artificial Fish School Algorithm 3 Network Information Encryption and Vulnerability Detection Model Establishment 3.1 Network Information Encryption Vulnerability Detection Model 3.2 Analysis of Classification Results 4 Evaluation Results and Research 5 Conclusion References Techniques of Fusion Association Rule Mining Algorithm Cheerleading Training Damage Prevention Application 1 The Principle of Association Rule Mining Algorithm 2 Application of Association Rule Mining Algorithm in Cheerleading Training 2.1 Skills Injuries in Cheerleading Training 2.2 Application of Association Rule Mining Algorithm in Injury Prevention in Cheerleading Training 3 Combined with the Research and Analysis of the Association Rule Mining Algorithm in the Pre-Match Training Phase 3.1 Sportsman’s Perspective 3.2 External Environment 4 Experiment and Result Analysis 5 Conclusions References The Study on Practice of Professional Teachers in Business Administration Enterprises from the Perspective of New Engineering 1 Introduction 2 The Significance of the Construction of Professional Teachers in Colleges and Universities 3 Difficulties in the Construction of Business Administration Faculty in Private Colleges and Universities in Henan Province 3.1 Insufficient Recruitment of Professional Teachers 3.2 Ignoring Management Practice Background in the Recruitment of Professional Teachers 3.3 Insufficient Incentive and Support for Teachers’ Participation in Organizational Management Practices 4 Strategies for Private Colleges and Universities to Strengthen the Construction of Faculty of Business Administration 4.1 Enrich the Faculty of Business Administration in Multiple Ways 4.2 Optimize the Recruitment Criteria 4.3 Establishing an Effective Incentive and Constraint Mechanism 5 Conclusion References Analyze the Current Direction of Administrative Management Reform from the Big Data Perspective 1 Introduction 2 The Theoretical Dimension of Government Governance Ability Construction 3 Major Problems in Administrative Management Under the Background of Big Data 4 Development Strategy and Reform Direction of Administrative Management Under the Background of Big Data Era 4.1 Administrative Development Strategy 4.2 Direction of Administrative Reform 5 Conclusion References Application of Information Technology in the Course Teaching of “Cost Accounting” 1 Current Status of Cost Accounting Teaching 1.1 Single Teaching Form 1.2 Variety of Course Content 1.3 Insufficient Interest in Learning 1.4 Lack of Effective Practice 1.5 Delay in Learning Feedback 2 Significant of the Application of Information Technology 2.1 Increasing the Rationality of the Curriculum 2.2 Meeting the Goal of Training of Professional Talents 2.3 Stimulating Students’ Interest in Learning 2.4 Improving Teaching Quality and Efficiency 3 Specific Application of Information Technology 3.1 Pre-class Preparation Phase 3.2 Classroom Implementation Phase 3.3 Post-class Feedback Phase References Innovation and Entrepreneurship of Computer Application Technology Specialty Under the Vision of Smart City 1 Introductions 2 Research on Innovation and Entrepreneurship in Computer Application Technology 2.1 Problems of Innovation and Entrepreneurship in Computer Application Technology 2.2 The Relationship Between Smart City and Computer Application Technology Professional Innovation 2.3 Data Processing 3 Investigation on the Status Quo of Innovation and Entrepreneurship in Computer Application Technology Under the Smart City Vision Valve 3.1 Purpose of the Questionnaire Survey 3.2 Questionnaire Survey Process 4 Analysis of Survey Results 4.1 Result Analysis 4.2 Strategies to Improve the Innovation and Entrepreneurship Ability of Computer Application Technology Majors 5 Conclusions References Teaching Reform of Innovation and Entrepreneurship Education in Application-Oriented CaU Under the Background of BD 1 Introduction 2 Curriculum Reform and Mechanism Innovation of IaE Education in CaU 2.1 Mechanism Innovation of IaE Education Curriculum Reform in CaU Under the Background of BD 2.2 Statistical Methods 3 Research Methods and Data Sources 3.1 Research Materials and Experimental Design 3.2 Analysis Method and Evaluation Content 4 On the Teaching Reform of IaE Education in Application Oriented Universities 4.1 Analysis of IaE Education in CaU 4.2 Research on the Curriculum Reform of IaE Education in CaU Under the Background of BD 5 Conclusions References Development of Microgrid and Optimization of Heat Pump from the Perspective of Dual Carbon 1 Introduction 2 Microgrid Development in the Context of “Double Carbon” 2.1 Background of the Times - “Double Carbon” 2.2 Introduction to Microgrid 2.3 Microgrid Development in the New Era 3 Heat Pump Optimization of Cogeneration Microgrid 3.1 Summary 3.2 Model Establishment and Particle Algorithm Description 3.3 Algorithm Practice Cases and Analysis References Research and Exploration of Artificial Intelligence in Product Design in the Era of Intelligent Interconnection 1 Introduction 2 Overview of Artificial Intelligence 3 Application of Artificial Intelligence in Product Design 4 Application Value of Artificial Intelligence in Product Design 4.1 Product Design Tools Are Intelligent 4.2 The Work Presents Intelligence 4.3 Intelligentization of User Needs 5 Application Practice of Artificial Intelligence in Product Design 5.1 Management-Type Artificial Intelligence Home Appliance System 5.2 Professional Artificial Intelligence Home Appliance System 5.3 Entertainment Artificial Intelligence Home Appliance System 6 Conclusions References The Application of Product System Design in Emergency Equipment in the Era of Internet of Things 1 Introduction 2 Application of Product System Design in Emergency Equipment of the Internet of Things 3 The Significance of IoT Emergency Equipment 4 Internet of Things Emergency Equipment Application Field 4.1 Government Coordination Field 4.2 The Field of National Mobilization 4.3 Green Channel 5 Analysis of the Characteristics of the Emergency Equipment of the Internet of Things 5.1 Fast Transportation 5.2 Establish Material Reserves in Advance 6 Conclusions References The Application of Big Data and Artificial Intelligence Technology in the Collaborative Development of Art Design Education and Cultural and Creative Industries 1 Introduction 2 Opportunities and Challenges of Art Education and Cultural Creative Industry in the Context of Big Data 2.1 The Development of Intelligent Education 2.2 The Challenges of Big Data and Artificial Intelligence in Education 3 The Art Education and the Cultural Creativity Industry Concept Elaboration and the Development Present Situation 3.1 The Concept and Current Situation of Art Education and Cultural Creative Industry 3.2 The Inner Relationship Between Art Education and Cultural Creative Industry 4 The Path of Applying Big Data to Art Design Education 4.1 Realize the Individuation Education 4.2 Learning Analysis and Intelligence Assessment Through Big Data 5 Conclusions References Comparative Analysis of Students’ Learning Behavior in Smart Learning Environment 1 Introduction 2 Influence Factors of Intelligent Learning Environment on Important Learning Behaviors of Higher Vocational College Students 2.1 Online and Offline Hybrid Teaching Platform 2.2 Timely and Effective Process Evaluation Ensures the Real-Time Fairness of Students’ Process Performance 2.3 Detailed Data Analys