Innovative Computing: Proceedings of the 4th International Conference on Innovative Computing (IC 2021) (Lecture Notes in Electrical Engineering, 791)

Preface
Contents
Detection of Region-of-Interest Based on Noise Filtering in High-Speed Images
	1 Introduction
	2 Filtering-Based Noise Elimination
	3 Extraction of Region of Interest
	4 Experimental Results
	5 Conclusion
	References
Detection of Error Images Based on Matching Edges with Strong Components
	1 Introduction
	2 Extraction of Strong Edges
	3 Matching-Based Error Pixel Inspection
	4 Experimental Results
	5 Conclusion
	References
Visual Tracking Detection and Movement Identification by Using Eye-Tracker for E-sports Player
	1 Introduction
	2 Related Works
		2.1 Eye Tracking [8, 9]
		2.2 Region of Interest [10]
		2.3 Hot Zone [11]
		2.4 Common Eye Movement Statistics Variables
	3 Methods
	4 Results
	5 Conclusion
	References
Construction and Research of E-sports Speech Emotion Recognition Model
	1 Introduction
	2 Related Works
	3 Methods
	4 Environment and Results
	5 Conclusion and Future Work
	References
Detect Safety Net on the Construction Site Based on YOLO-v4
	1 Introduction
	2 Related Work
		2.1 Construction Site Related Research
		2.2 Image Processing Related Research
	3 Methodology
		3.1 Dataset
		3.2 Image Preprocessing
	4 Result
		4.1 The Result of Image Processing Recognition
		4.2 Comparison of Data Augmentation
	5 Conclusion
		5.1 Limitation and Future Work
	References
Epidemic Data Visualization Analysis  of the Covid-19 Development in China
	1 Introduction
	2 Related Work
	3 Visualization Method and Analysis Metrics
	4 Visualization Stage Analysis
		4.1 Initial Stage
		4.2 Diffusion Stage
		4.3 Control Stage
		4.4 Closing Stage
		4.5 Prevention of Overseas Import Stage
	5 Conclusion
	References
Using Natural Language Processing Technology to Predict Patient Reintubation with Traditional Chinese Nursing Records
	1 Introduction
	2 Purpose
	3 Method
		3.1 Dataset
		3.2 Data Preprocessing
		3.3 ANN and LSTM
	4 Results
	5 Conclusion
	References
Emotion Recognition in Conversation Using Capsule Networks and Gated Recurrent Units
	1 Introduction
	2 Related Works
	3 Proposed Method
		3.1 CapsGRU Framework
		3.2 CapsGRU-BERT Framework
		3.3 Model Training
	4 Experiments and Analysis
		4.1 Datasets
		4.2 Evaluation Metrics
		4.3 Compared Methods
		4.4 Implementation Details
		4.5 Results and Analysis
	5 Conclusion
	References
Effects of an Augmented Reality-Based Educational Game on Student’s Learning Performance and Motivation in Nature Course
	1 Introduction
	2 Literature Review and Discussion
		2.1 AR (Augmented Reality) Technology
		2.2 ARCS Motivation Model
		2.3 Learning Motivation
	3 Research Method
		3.1 AR Technology-Integrated Natural Science Educational Tabletop Game
		3.2 Test Subjects
		3.3 Experimental Process
	4 Experimental Results
	References
ICCN
Inertial Navigation Method for Spacecraft Based on General Relativity
	1 Introduction
	2 Considering the Modification of Specific Forces by General Relativity
	3 Considering the Modification of the Internal Tidal Force of Spacecraft by General Relativity
	4 Relative Positioning Method of Spacecraft Inertial Navigation
	5 Simple Example Analysis
	References
Intelligent Invoice Identification Technology Based on Zxing Technology
	1 Introduction
		1.1 Invoice Identification Problem
		1.2 Research Direction
		1.3 Introduction to QR Code
		1.4 QR Code Structure
	2 Based on Zxing Technology
		2.1 Zxing Technical Background
		2.2 Zxing Technology Combined with Invoice Intelligent Recognition
		2.3 OCR Recognition Technology
		2.4 Design and Implementation of System
	3 Experiments
		3.1 Contour the Image to Match the Location of the QR Code
		3.2 Call Zxing for QR Code Recognition
		3.3 Write the Information Extracted from the QR Code to the System Interface
	4 Conclusion
	References
Analysis on Credit Investigation Problems and Countermeasures of Internet Finance Under Big Data
	1 Introduction
	2 Characteristics of Internet Financial Credit Investigation in the Context of Big Data
		2.1 Diversified Data Sources
		2.2 Rich Data Asset Types
		2.3 Unique Scoring Mechanism
	3 Problems Existing in Internet Financial Credit Investigation Under the Background of Big Data
		3.1 There is a Legal Gap in the Protection of Personal Privacy
		3.2 Domestic Credit System Coverage is Insufficient
		3.3 It is Difficult to Unify and Share Data
		3.4 The Disciplinary System for Dishonest Behavior is not Sound Enough
	4 Relevant Measures and Suggestions for Credit Investigation
		4.1 Make Credit Investigation Legislation in Advance to Ensure that There Are Laws to Follow and Strengthen Privacy Protection
		4.2 Defining the Core of Credit Investigation, Expanding the Credit Investigation System, and Realizing All-Round Coverage
		4.3 Perfect Database, Improve Data Quality and Realize Data Sharing. As the Cornerstone of the Development of Financial Credit Investigation, Its Quality and Sharing Directly Determine the Development of Financial Credit Investigation
		4.4 Improve the Reward and Punishment System to Avoid Dishonest Behavior
	5 Conclusions
	References
Power Marketing Risk Prevention and Control Management of Power Supply Enterprises Based on Big Data Analysis Technology
	1 Introduction
	2 Research on Power Supply Enterprise Power Marketing Risk Prevention and Control Management Based on Big Data Analysis Technology
		2.1 Analyze the Problems in Power Marketing Risk Management of Power Supply Companies
		2.2 Application of GIS Power Big Data System Function
		2.3 Relief Algorithm
	3 Power Supply Enterprise Power Marketing Risk Prevention and Control Management Experiment Based on Big Data Analysis Technology
		3.1 Experimental Setup
		3.2 Experimental Calculation
	4 Discussion on the Management of Power Marketing Risk Based on Big Data Analysis Technology in Power Supply Enterprises
	5 Conclusion
	References
Marketing Strategy of Distribution Network of Power Supply Company
	1 Introduction
	2 Basic Theory of Marketing Strategy for Power Distribution Network of Power Supply Company
		2.1 Overview of Power Supply Company Grid Marketing
		2.2 STP Strategy
	3 Research Methods of Power Distribution Network Marketing for Power Supply Companies
	4 Conclusion of Marketing Strategy for Distribution Network of Power Supply Company
	5 Conclusion
	References
Optimal Operation and Maintenance of Power Consumption Acquisition System for Power Users Based on Data Drive
	1 Introduction
	2 Research on the Technology of Optimizing Operation and Maintenance of Electricity Collection System for Power Users Based on Data Drive
		2.1 Data Drive
		2.2 Cluster Technology
		2.3 Memory Database Technology
		2.4 Power Users Electricity Information Collection Methods
	3 Electricity Users’ Electricity Information Collection Experiment
	4 Experimental Analysis of Optimizing Operation and Maintenance of Power Users’ Electricity Collection System Based on Data Drive
		4.1 Experimental Analysis of Power Users’ Electricity Information Collection
		4.2 Experimental Analysis on Optimization of Power Acquisition System for Power Users
	5 Conclusions
	References
Analysis of Computer Information Processing Technology in the Big Data Era
	1 Introduction
	2 Opportunities and Challenges of Computer Technology in the Era of Big Data
		2.1 The Type of CIPT Based on Big Data
		2.2 Shortcomings of CIPT
	3 Experimental Thinking and Design
		3.1 Experimental Ideas
		3.2 Experimental Design
	4 Discussion
		4.1 Analysis of CIPT in the Era of Big Data
		4.2 Suggestions for the Development of CIPT in the Era of Big Data
	5 Conclusions
	References
Design of Partial Discharge Detection System for High Voltage Electrical Equipment Based on Intelligent Video Detection Algorithm
	1 Introduction
	2 System Design
		2.1 Intelligent Video Detection Algorithm
		2.2 Systematic Scheme
	3 System Test
		3.1 Image Acquisition Test
		3.2 Partial Discharge Detection Test
	4 Conclusion
	References
Analysis of Image Quality Evaluation Technology of Photogrammetry and Remote Sensing Fusion
	1 Introduction
	2 Survey of Photogrammetry and Remote Sensing
	3 Fusion Method of Photogrammetry and Remote Sensing
		3.1 Brovey Transform Method
		3.2 High Pass Filter Fusion
		3.3 IHS Transform Fusion
	4 Image Quality Evaluation of Photogrammetry and Remote Sensing
		4.1 Subjective Evaluation of Fusion Image Quality
		4.2 Objective Evaluation of Fusion Image Quality
		4.3 Geometric Quality Evaluation of Fused Image Quality
	5 Conclusion
	References
Optimization of Ant Colony Algorithm Based on Wireless Sensor Networks
	1 Introduction
	2 Wireless Sensor Network Model
	3 Energy Consumption Model for Wireless Sensor Networks
	4 Basic Ant Colony Algorithm
		4.1 Introduction to Ant Colony Algorithm
		4.2 Advantages of Ant Colony Algorithm
		4.3 Defects of Ant Colony Algorithm
	5 Improved Ant Colony Algorithm
		5.1 Improvement of State Transition Probability Formula
		5.2 Improvement of Chemical Hormone Renewal Methods
		5.3 Implementation of Improved Algorithm
		5.4 Simulation and Result Analysis
	6 Summary
	References
Intelligent Test of Substation Monitoring System Based on Artificial Intelligence Theory
	1 Introduction
	2 Artificial Intelligence and Substation Monitoring System
		2.1 Substation Intelligent Monitoring System
		2.2 Substation Monitoring System Based on Artificial Intelligence Theory
	3 Investigation and Analysis on the Problems Existing in the Operation of Substation Monitoring System in China
	4 Discussion
		4.1 Information Access Simulation Test of Substation Intelligent Monitoring System Based on Artificial Intelligence Theory
		4.2 Test Function of Substation Commissioning Unit
		4.3 Test Function of Master Station Commissioning Unit
	5 Conclusions
	References
Data Analysis on Library Entry Behavior of University Library
	1 Introduction
	2 Analysis on Library Entry Behavior of University Library and Library Users
		2.1 Library Entry Behavior of University Library
		2.2 Analysis of Library Users’ Behavior of Entering Library
	3 Analysis and Comparison of Library Entry Behavior Data in University Libraries
	4 Discussion
		4.1 Factors Affecting the Behavior of University Library Entry
		4.2 Discussion on the Current Situation of Data Analysis of Library Entry Behavior
	5 Conclusions
	References
Analysis of Data Storage Security Technology in University Library
	1 Introduction
	2 Data Security and Data Security Protection Technology of University Library
		2.1 Necessity of Data Security Protection
		2.2 Importance of the Application of Data Security Protection Technology in University Library
	3 Questionnaire Survey on Unsafe Factors of Computer Data in University Library
	4 Discussion
		4.1 Investigation and Performance Analysis of Data Storage Technology in University Libraries in China
		4.2 Design Principles of Data Security Management System in University Library
		4.3 Data Security Optimization Strategy of University Library
	5 Conclusions
	References
Data Migration and Storage Security of University Library
	1 Introduction
	2 Data Storage and Data Migration
		2.1 Data Storage
		2.2 Data Migration
	3 Experimental Background and Parameter Settings
	4 Discussion
		4.1 Analysis of Experimental Results
		4.2 Research on Data Migration and Storage Security of University Library
	5 Conclusions
	References
Network Information Utilization Technology Based on Information Retrieval Technology
	1 Introduction
	2 Information Retrieval Technology and Network Information Technology
		2.1 Information Retrieval Technology
		2.2 Network Information Technology
	3 Investigation and Analysis on the Application of Information Retrieval Technology in Network Information Utilization Technology
	4 Discussion
		4.1 Analysis of the Current Situation of Information Retrieval Technology
		4.2 Prospect of Network Information Utilization Technology
	5 Conclusions
	References
Application of Artificial Intelligence in News Communication
	1 Introduction
	2 Artificial Intelligence Environment and News Production Process in This Environment
		2.1 Artificial Intelligence Environment
		2.2 News Production Process in Artificial Intelligence Environment
	3 Investigation and Analysis of Problems in Artificial Intelligence News
	4 Discussion
		4.1 Analysis of the New Advantages and Characteristics of “Artificial Intelligence + Media”
		4.2 Influence of Artificial Intelligence Technology on News Report
		4.3 Solutions to the Main Problems of Artificial Intelligence News Production System
	5 Conclusions
	References
Service Security of Cloud Storage Technology in Digital Library
	1 Introduction
	2 Specific Verification and Encryption Technology
		2.1 AES Encryption Computing Model
		2.2 Check Sum Structure
		2.3 Interchangeability After the Combination of Verification and Encryption
	3 Experimental Background and Parameter Setting
	4 Discussion
		4.1 Comparative Analysis of Cloud Storage Architecture
		4.2 Comparative Analysis of Expanding I/O Port
		4.3 Research on Information Security Countermeasures of Digital Library in Cloud Storage Environment
	5 Conclusions
	References
Document Resource Management of University Library Based on Data Analysis
	1 Introduction
	2 Data Envelopment Analysis and Its Application in Document Resource Management of University Library
		2.1 Data Envelopment Analysis
		2.2 Application of Data Analysis in Document Resource Management of University Library
	3 Investigation and Analysis on the Utilization of Digital Resources in a University Library Based on Data Analysis
	4 Discussion
		4.1 Relationship Between the Construction of Library Literature Resources and the Utilization Rate
		4.2 Improvement Measures to Improve the Management and Utilization Level of Literature Resources in University Library
		4.3 Development of the Application of Data Analysis in the Management of Library Literature Resources
	5 Conclusions
	References
Application of Artificial Intelligence Technology in Information Retrieval of University Library
	1 Introduction
	2 Artificial Intelligence and Information Retrieval Technology
		2.1 Overview of Artificial Intelligence
		2.2 Information Retrieval Technology
	3 A Questionnaire Survey on the Main Deficiencies of Artificial Intelligence Technology in the Information Retrieval System of University Libraries in China
	4 Discussion
		4.1 Analysis on the Application of Artificial Intelligence in Information Retrieval Field of University Library
		4.2 From the Research Results of Artificial Intelligence to Discuss the Way to Solve the Problem
		4.3 Intelligent Development Trend of Information Retrieval Technology in Digital Library
	5 Conclusions
	References
Influence of Digital Media Technology on Animation Production Process
	1 Introduction
	2 Changes of Digital Media Technology and Animation Production
		2.1 Brief Introduction and Manifestation of Digital Media Technology
		2.2 Changes in Animation Production
	3 Experimental Ideas and Design
	4 Discussion
		4.1 Investigation and Analysis on the Development of Animation Industry
		4.2 Analysis of the Influence of Digital Media Technology on Animation Production Process
	5 Conclusions
	References
An Improved Segmentation Algorithm Based on Video Human Motion
	1 Introduction
	2 Image Segmentation Algorithm and Improvement
		2.1 Image Segmentation Algorithm
		2.2 Image Segmentation Algorithm Analysis and Improvement
	3 Experiment and Result Analysis
	4 Conclusion
	References
By Using Number State Filtered Coherent States to Improve Phase Sensitivity with Multiple Passes
	1 Introduction
	2 Quantum Fisher Information for Multiple Passes
		2.1 An Ultra-Stable Interferometer with Multiple Passes
		2.2 Quantum Fisher Information for Multiple Passes
	3 Phase Accuracy of Coherent State and NFCS Input
		3.1 The Filtered Coherent State for SNFCS and MNFCS
		3.2 Phase Sensitivity of NFCS and Coherent State Input
	4 Conclusion
	References
Teaching Reform of Diversified Internet UI Interface Design Under the Background of New Media
	1 Introduction
	2 Concept of UI Design and Its Development Trend Under the Background of New Media
		2.1 Concept of UI Interface Design
		2.2 Influence of New Media on the Development Direction of Diversified Internet UI Interface
	3 Investigation and Analysis on the Shortcomings of the Current Teaching Mode of UI Interface Design in China
	4 Discussion
		4.1 Comparative Analysis on the Effect of UI Interface Design Teaching Reform
		4.2 Exploration on Teaching Reform of UI Interface Design Course
	5 Conclusions
	References
Safety Quantitative Analysis and Optimization Model of Car-Free Carrier Platform
	1 Restatement
	2 Problem Assumption
	3 Noun Explanation
	4 Problem Solving
		4.1 Solution to Problem One—Combined Model of Correlation Factor Analysis
		4.2 The Solution to Problem Two—Weighted Rank Sum Ratio Evaluation Model
		4.3 Solution to Problem Three—Multiple Linear Regression Optimization Model
	References
Ecological Big Data Panorama Fusion Technology Based on Symmetric Encryption Adaptive Algorithm
	1 Introduction
	2 Research on Ecological Big Data Panoramic Fusion Technology Based on Symmetric Encryption Adaptive Algorithm
		2.1 Symmetric Encryption Adaptive Algorithm
		2.2 Ecological Big Data Panoramic Fusion Technology
	3 Experimental Thinking and Design
		3.1 Experimental Ideas
		3.2 Experimental Design
	4 Discussion
		4.1 Discussion on Ecological Big Data Panoramic Fusion Technology Based on Symmetric Encryption Adaptive Algorithm
		4.2 Fusion Analysis of Big Data Thinking and Ecological Civilization Thinking
	5 Conclusions
	References
Application Exploration and Practice Research of Management Accounting Under the Background of Big Data Artificial Intelligence
	1 Introduction
	2 Method
		2.1 Big Data
		2.2 Accounting Artificial Intelligence
	3 Experience
		3.1 Data Sources
		3.2 Data Analysis
	4 Discussion
		4.1 Statistical Analysis of Relevant Literature
		4.2 Statistical Analysis of Visited Companies
		4.3 Feasibility Analysis of Optimization of Management Accounting Report Generation Based on Big Data Intelligence
	5 Conclusion
	References
Location Differential Privacy Protection Method Based on Generative Adversarial Network
	1 Introduction
	2 Location Differential Privacy Protection Method Based on Generative Adversarial Network
		2.1 Protection of Location Privacy Data Under Differential Privacy Mechanism
		2.2 Build Density Aware Network
		2.3 LDPP Based on GAN
	3 Simulation Experiment and Result Analysis
		3.1 Experimental Setups
		3.2 Change of Query Error Under Different Privacy Parameter ε and Anonymous Set Size
		3.3 Comparison of Query Accuracy
		3.4 Comparison of Algorithm Running Efficiency
	4 Conclusion
	References
Analysis of Domestic B2C E-Commerce Profit Model Based on Vipshop
	1 Introduction
	2 The Basic Theory of Profit Model and Profit Path
		2.1 Basic Theory of Profit Model
		2.2 Basic Theory of Profit Model
	3 Analysis of Vipshop’s B2C Profit Model
		3.1 Vipshop’s Profit Objects
		3.2 Vipshop’s Profit Point
		3.3 Vipshop’s Profit Point
		3.4 Vipshop’s Profit Source
		3.5 Vipshop Profit Barrier
	4 Anticipation of B2C E-commerce
		4.1 Vipshop’s Revenue Growth Has Continued to Slow for Ten Years
		4.2 The Moat of Special Sales is Gradually Losing
		4.3 Fake Goods Emerge in Endlessly
	5 Summary and Reflection
	References
Credit Risk Identification of Internet Financial Institutions Based on Machine Learning
	1 Introduction: The Realistic Context of the Study
	2 Variables Selection and Interpretation
		2.1 Input Variables (Independent Variables) and Output Variables (Dependent Variables)
		2.2 Data Sources
	3 Data Preparation and Conversion of Virtual Variables
		3.1 Missing Value Processing and Single Value Processing and Other Processing
		3.2 Conversion of Virtual Variables and Feature Engineering
	4 Model Processing
		4.1 Logistic Regression Model (Description of Process and Results)
		4.2 Decision Tree Model
	5 Model Evaluation and Comparison
		5.1 Based on the Respective Characteristics of the Model
		5.2 Comparison of the Results of the Two Model Analyses
		5.3 Comparison of the Two Models Themselves
	6 Conclusions
	References
Application of Big Data in Chinese College English Teaching Reform Based on CBI
	1 Introduction: Current Situation and Problems
	2 Second Language Teaching Based on CBI
	3 Application of Big Data Making the Reform Feasible
		3.1 Making Better Use of CBI Instruction Advantages
		3.2 Providing More Opportunities in Job Hunting
		3.3 Preparing ESL Learners for the Reform
		3.4 Readiness of Chinese Colleges in Big Data Era
		3.5 Support from the Government
	4 Strategies Proposed
		4.1 Optimizing and Expanding Teaching Resources
		4.2 Construction of English for Specific Purposes
		4.3 Establishing School-Enterprise Partnership
		4.4 Changing in Teaching Mode
		4.5 Reform in Evaluation Methods
		4.6 Training of High-Qualified Teachers
		4.7 Application of Bilingual Classroom Teaching
	5 Conclusion
	References
System Research and Analysis of Railway Intelligent Transportation System
	1 Introduction
		1.1 Overview of Intelligent Transportation System
		1.2 Development of Intelligent Transportation System at Home and Abroad
	2 Comparative Analysis of ITS and IRTS
		2.1 Comparative Analysis of ITS and IRTS
		2.2 Analysis of IRTS Intelligent Brake Control System
	3 Key Issues in IRTS Development
		3.1 Intelligent Brake Control of Train
		3.2 Development of Mobile Automatic Blocking System
	4 Conclusions
	References
Data Mining Driven Modelling on the Individual Heterogeneity of Economic Preference: A Metaphor Corpus of Neuroeconomics
	1 Introduction
	2 Literatures
	3 Model
	4 Methodology
	5 Results
	6 Conclusion
	References
Application of Computer Science and Technology in Economic Management
	1 Introduction
	2 Characteristics and Modes of Modern Economic Management
		2.1 Modernization of Economic Management Concept and Management Mode
		2.2 Professionalism of Management Personnel
		2.3 The Management Means Should Be Modern and Scientific
	3 Problems in Cash Economic Management
		3.1 The Management Is Very Traditional and Conservative
		3.2 Computer Science and Technology Are Not Fully Utilized
		3.3 The Responsibility Division of Economic Management Behavior Is Not Clear
		3.4 Management Loopholes in Computer Science and Technology
	4 Application of Computer Science and Technology in Economic Management
		4.1 Management System Based on Computer Science and Technology
		4.2 Application of Information Association Memory Function in Computer Technology
		4.3 Computer and Information Technology Centered Management
	5 Conclusion
	References
Rural Property Right Mortgage Financing Under Rural Revitalization Strategy Based on Data Analysis: Theory and Practice
	1 Introduction
	2 Present Situation of Rural Property Financing
		2.1 The Basic Establishment of the Policy Agricultural Institutions of the Rural Property Financing
		2.2 The Rural Property Transaction Which Guarantees the Rural Property Financing Tends to Be Active
		2.3 The Supporting Asset Disposal Plan Connecting the Rural Property Financing Is Basically Set Up
		2.4 Helping the Rural Collective Property Right Reform of Rural Property Right Financing Make Exploratory Progress
	3 The Potential Problems of Tianjin’s Rural Property Financing Under the Rural Revitalization Strategy
		3.1 The Focus of Rural Property Financing Services Rural Revitalization Still Needs to Be Strengthened
		3.2 Rural Property Right Transaction Than Rural Resources Assets Stock Still Larger Room to Improve
		3.3 The Repayment Risk of Rural Property Right Financing is Higher
	4 Suggestions on Promoting Tianjin Rural Property Rights Financing Under the Strategy of Rural Revitalization
		4.1 Identify the Focus of Rural Property Rights Financing Development and Effectively Connect the Rural Revitalization Strategy
		4.2 Enlarge the Scope of Rural Property Rights Financing and Innovate Property Rights Financing Methods
		4.3 Cultivate High-Quality Agricultural Credit Projects to Reduce the Risk of Rural Property Rights Financing
	References
Application of Educational Informatization in College Teaching
	1 Current Situation of Educational Informatization in College Curriculum Teaching
	2 Application of Educational Informatization in College Teaching
		2.1 Development and Sharing of Quality Educational Resources
		2.2 Application of Modern Information Technology in Education—Taking “Rain Classroom” as an Example
	3 Conclusion
	References
Analysis on the Application of Virtual Reality Technology in Operation Skill Teaching
	1 Introduction
	2 The Advantages of Virtual Reality Technology in the Teaching of Operating Skills
		2.1 Breaking Through Time and Geographical Restrictions
		2.2 Has a Very High Teaching Efficiency
		2.3 Significantly Reduce Safety Hazards
		2.4 Improve the Teaching Effect of Operating Skills
	3 Composition of Operating Skill Training System Based on Virtual Reality Technology
		3.1 Single Skill Training Module
		3.2 Comprehensive Skills Training Module
	4 Problems that Should Be Paid Attention to When Using the Operating Skill Teaching System
		4.1 Choose a Reasonable and Appropriate Teaching System
		4.2 The Importance of Physical Training Cannot Be Downplayed
		4.3 The Role of Teachers Should Still Be Emphasized
		4.4 Pay Attention to Later Management and Maintenance Work
	References
Risk Spillover Effect Between Coastal Economy and Banking in the Context of the Belt and Road Initiative Based on Time-Varying GARCH-Copula-CoVaR of Skewed-t Distribution
	1 Introduction
	2 Methods
		2.1 Fitting of Sequence Marginal Distribution
		2.2 Selection of Dependence Structure—Time-Varying Copula Function
		2.3 Measurement for Risk Spillover—CoVaR
		2.4 Calculation of ΔCoVaR
	3 Discussion
	4 Conclusions
	References
Current Situation and Development Countermeasures of New Media Education Communication
	1 Introduction
	2 The Status Quo and Influence of Education Communication in New Media Environment
		2.1 Definition of New Media
		2.2 Status Quo of Educational Communication Model in China
		2.3 The Influence of New Media on Education Communication Mode
	3 Problems in the Current New-Media Based Educational Communication
		3.1 High-Quality Information Education Resources Still Need to Be Accumulated Acronyms
		3.2 Educational Resource Dissemination Cannot Replace Teaching Management
		3.3 Teachers and Students Have Low Utilization of Information Feedback Channels
	4 Countermeasures for the Development of Education Communication in the New Media Environment
		4.1 Develop Educational Resource Forums and Accumulate Informatized Educational Resources
		4.2 Combining Intelligent Recognition Technology to Accurately Grasp the Learning Status of Students
		4.3 Establish a Normalized Communication Mechanism Between Teachers and Students and Cultivate Feedback Communication Habits
	5 Countermeasures for the Development of Education Communication in the New Media Environment
	References
Planning and Deployment of IPv6 Campus Network Based on eNSP
	1 Introduction
	2 Related Technologies
		2.1 Dual Stack
		2.2 NAT
		2.3 ACL
		2.4 eNSP
	3 Demand Analysis of IPv6 Campus Network
		3.1 Analysis of Basic Needs
		3.2 Analysis of Network Architecture Requirements
	4 Network Topology Deployment Design
		4.1 Design Principles
		4.2 Outline Design
		4.3 Network Topology Design
		4.4 IPv6 Address Division
		4.5 Wireless Technology-5G
		4.6 Wi-Fi Module
		4.7 Firewall Security Policy
	5 Conclusions
	References
Analysis and Design of Physical Education Option Course Selection Subsystem Based on UML
	1 Introduction
	2 Context Environment and Use Case Diagram of Subsystem
	3 Static and Dynamic Analysis and Design of Physical Education Option Course Selection Subsystem
	4 Implementation and Operation of This Subsystem
	5 Conclusions
	References
Adaptive Optimization Control for VS CMG Control System with Single Degree of Freedom
	1 Introduction
	2 System Modelling
	3 Experiment Demonstration
	4 Conclusions
	References
VSCMG System Model Based on Euler Kinematics Equation
	1 Introduction
	2 Dynamic Model of VSCMG Test Bench System
		2.1 Definition of Test Bench Coordinate System
		2.2 Matrix Transformation of Each Coordinate System
		2.3 The Dynamic Model of the Test Bench Controlled by VSCMG
	3 VSCMG Control Algorithm
	4 Numerical Simulation
	5 Conclusion
	References
Modeling Analysis and Control Improvement of VSCMG Frame Harmonic Deceleration Drive System
	1 Introduction
	2 Selection of Framework-Driven Systems
	3 Setting Up the Model of Harmonic Reducer
		3.1 Linear Modeling of Harmonic Reducer
		3.2 Reducer Error Analysis
	4 Modeling of a Framework-Driven System
	5 Conclusion
	References
CNKI Literature of Public Rental Housing in China Based on Co-word and Cluster Analysis
	1 Introduction
	2 Method
	3 Data Basis and Analysis Process
		3.1 Search and Select Literature Sample Data
		3.2 Co-word and Cluster Analysis
	4 Conclusions
	References
The Research and Application of Artificial Intelligence in Smart Clothing with Internet of Things in Healthcare
	1 Introduction
	2 Science and Technology in Smart Clothing
		2.1 The Prospect of Global AI and Smart Clothing
		2.2 New-Type Fabric Development
		2.3 Medical Functions and Barrier-Free Clothing
	3 Smart Clothing with New-Type Fabrics
		3.1 The Mechanism of Medical Action and the Use of New Fabrics
		3.2 Smart Clothing with Internet of Things
	4 Conclusions
	References
Innovation and Practice of College Music Teaching in the 5G Smart Media Era
	1 Introduction
	2 Innovative Practice Methods of Music Teaching in Colleges
		2.1 5G Smart Media Era
		2.2 Innovation and Practice of Music Teaching in Colleges
		2.3 5G Technical Requirements
	3 College Music Teaching Innovation and Practical Experiment
		3.1 Test Subject
		3.2 Experimental Design
		3.3 Experimental Results
	4 Correlation Analysis of Music Teaching Innovation and Practice in Colleges and Universities
		4.1 Most Desired Public Music Course
		4.2 University’s Understanding of Innovative Practice of Music Teaching
		4.3 Role of Innovative Quality Education in College Music Teaching
	5 Conclusion
	References
Analysis of Influencing Factors of Energy Format Based on ISM Model
	1 Selection of Influencing Factors Set of Energy Industry Format Evolution
	2 Influencing Factors Identification and Framework Construction Based on ISM Model
		2.1 Quantification of Factors Affecting the Evolution of Energy Industry
		2.2 Granger Causality Test
		2.3 Construction of ISM Model
	References
Innovation and Development of Digital Media Art in the Intelligent Era
	1 Introduction
	2 Digital Media Art and Artificial Intelligence
		2.1 Digital Media Art
		2.2 Artificial Intelligence
	3 Experimental Ideas and Design
		3.1 Experimental Ideas
		3.2 Experimental Design
	4 Discussion
		4.1 Analysis on the Innovation and Development of Digital Media Art in the Intelligent Era
		4.2 Suggestions on Innovation and Development of Digital Media Art in the Intelligent Era
	5 Conclusions
	References
Hybrid Fusion Technology of Transportation Big Data Based on Deep Learning
	1 Introduction
	2 Method
		2.1 Big Data Hybrid Fusion Technology Under Deep Learning
		2.2 Mufti Branch Traffic Scene Test Algorithm
	3 Experience
		3.1 Extraction of Digital Characteristics of Traffic Flow
		3.2 Experimental Design
		3.3 Statistical Analysis of Data
	4 Discussion
		4.1 Prediction Performance of Deep Learning Model
		4.2 Traffic Congestion Data Analysis
	5 Conclusions
	References
Distributed Multi-source Information Fusion System for the Management of Training Base
	1 Introduction
	2 Distributed Multi-source Information Fusion Technology
		2.1 Multi-source Information Fusion
		2.2 Distributed Management
	3 Overall Design Framework
		3.1 Data Flow Chart Design
		3.2 Architecture Design of Professional Actual Base Management System
		3.3 Data Acquisition
	4 System Implementation
		4.1 Database Design
		4.2 Comparative Analysis
	5 Conclusions
	References
Preliminary Study on the Construction of Trados Bilingual Terminology Database of Resources of Chinese Medical Materials
	1 Introduction
	2 Construction of Terminology Database
		2.1 Extraction of Terms
		2.2 Overview of Terminology
		2.3 English Translation of Terms
		2.4 Excel Glossary Processing
		2.5 Glossary Conversion
		2.6 Trados Terminology Database
	3 Application of Terminology Database
	References
Risk Management of Investment in Power Grid Companies Based on the Interpretative Structural Modeling Method
	1 Introduction
	2 Construction of Risk Index System
		2.1 Internal Factors
		2.2 External Factors
		2.3 Risk Identification Results
	3 Theories of Interpretative Structural Model (ISM)
		3.1 Basic Concepts of ISM
		3.2 Directional Connection Graph
		3.3 Adjacency Matrix
		3.4 Accessibility Matrix
	4 Investment Risk Measurement Model of Power Grid Enterprises Based on ISM
	5 Conclusion
		5.1 Optimize the Overall Risk Control System
		5.2 Optimize the Overall Risk Control Process
	References
Robot Process Automation on Enterprise Human Resource Management
	1 Development and Application of Robot Process Automation
		1.1 Development of Big Data Technology and Robot Process Automation
		1.2 Application of Robotic Process Automation
	2 The Impact of Robotic Process Automation on Human Resources
		2.1 Opportunities of Robotic Process Automation for Human Resources
		2.2 The Challenge of Robot Process Automation to Human Resources
	3 Outlook
	References
Function of Big Data Technology in Strategic Transformation of Small and Medium Sized Enterprises
	1 The Value of Big Data
	2 For Enterprise Data Market
		2.1 Big Data Optimizes Resource Allocation
		2.2 Big Data Can Make Us Decision Well
		2.3 Big Data Brings a New Way of Life in a Harmonious Society Driven by Wisdom
	3 What Kind of Big Data Is Meaningful
	4 Why Thick Data Is Needed
		4.1 People’s Way Solve the Problems
		4.2 People’s Way They Saw the World
	5 Three Challenges of Data Analysis
		5.1 Browse Budget Constraints
		5.2 Extended Data Analysis
		5.3 Poor Data Quality
	References
Fault Diagnosis of Rolling Bearing of Railway Vehicles Based on Correlation Dimension
	1 Introduction
	2 Concept of Correlation Dimension, Wavelet Transform and Rolling Bearing
	3 Correlation Dimension
		3.1 Calculation of the Correlation Dimension
		3.2 Judgment of the Time Delay Π and the Embedding Dimension m
		3.3 Analysis Signal Noise Reduction of Wavelet Transform
	4 Fault Characteristics of Railway Rolling Bearing Based on Correlation Dimension
		4.1 197726 Double Row Conical Roller Bearing Device
		4.2 Result Analysis
	5 Conclusion
	References
Graphic Recognition Information Processing Technology Based on Artificial Intelligence Algorithm
	1 Graphic Recognition Information Processing Technology on the “Online National Network” Platform User Experience Testing
	2 The Process of Graphic Information Recognition and Processing Technology
		2.1 Information Acquisition
		2.2 Preprocessing
		2.3 Graphic Feature Extraction and Selection
		2.4 Classifier Design and Classification Decision
	3 Analysis of Graphic Information Recognition Processing Technology
		3.1 Graphic Recognition Technology in Neural Network
		3.2 Graphic Recognition Technology of Nonlinear Dimension Reduction
	4 The Application of Graphic Information Recognition Processing Technology and Its Development Prospects
	5 Conclusion
	References
Innovative Strategies of Primary School Calligraphy Education Model Under the Background of Big Data
	1 Introduction
	2 Method
		2.1 Enrich Teaching Content and Stimulate Innovation
		2.2 Use Big Data Technology to Set up a Group-Based Cooperative Learning Model
		2.3 Cultivate and Develop Healthy Personality, and Innovate Primary School Calligraphy Education Mode
	3 Experiment
		3.1 Experimental Research Objects
		3.2 Experimental Research Design
	4 Results
		4.1 Experimental Investigation Summary
		4.2 Use Data to Obtain Calligraphy Resources and Improve the Efficiency of Calligraphy Teaching
	5 Conclusion
	References
Construction of Smart Campus in Universities Under the Background of Big Data Intelligence
	1 Introduction
	2 Method of Smart Campus in Colleges and Universities Under the Background of Big Data
		2.1 Artificial Intelligence Technology Optimization in the Context of Big Data
		2.2 Ways to Construct Smart Campuses in Universities Under the Background of Big Data
	3 Smart Campus Design Experiment
		3.1 Ideas for Building a Smart Campus
		3.2 Construction of Smart Campus System in Universities
	4 University Wisdom Construction Under the Background of Big Data Intelligence
		4.1 Status Quo of the Construction of Smart Campuses in Universities
		4.2 Optimization Analysis of Artificial Intelligence Technology in the Context of Big Data
	5 Conclusions
	References
Application of Internet of Things Technology in Early Warning and Monitoring of Equipment Status
	1 Introduction
	2 Algorithm Establishment and Optimization
		2.1 ZigBee Network Connectivity Enhancement Algorithms
		2.2 Network Model and Definition
	3 Modeling Method
		3.1 Equipment Testing System
	4 Data Algorithm Evaluation Results and Research Result
		4.1 Zigbee Monitoring Network
		4.2 System Operation Result Test
	5 Conclusion
	References
Application of Big Data in the Reform of Physical Education Teaching Mode
	1 Introduction
	2 A Summary of the Application Theory of Big Data in Physical Education
		2.1 Concepts Related to Big Data
		2.2 Big Data + Teaching Related Concepts
	3 Experiment and Research
		3.1 On the Experimental Objects and Methods of Physical Education Under the Background of Big Data
		3.2 Big Data Platform + Football Teaching Experiment Content
	4 Experimental Data and Analysis
		4.1 Statistics of Curriculum Enthusiasm of Students in Two Classes
		4.2 Dtatistics of Students’ Scores in Each Period
		4.3 Statistics of Satisfaction Degree of Assessment Results
	5 Conclusion
	References
Reform of Tennis Teaching Mode in Colleges and Universities in the Era of Big Data
	1 Introduction
	2 Method
		2.1 Distributed Online Learning Algorithm
		2.2 Adopt a Layered Model for Tennis Teaching
		2.3 Dynamic Tennis Assessment Model Using Big Data
	3 Experiment
		3.1 Experimental Research Objects
		3.2 Experimental Design
	4 Results
		4.1 Experimental Research Findings
		4.2 Innovative Methods of College Tennis Teaching in the Era of Big Data
		4.3 Adopt Micro-class Teaching Methods to Improve Tennis Learning Efficiency
	5 Conclusion
	References
Artificial Intelligence Technology in Urban Environment Art Design
	1 Introduction
	2 Artificial Intelligence Technology in Urban Environment Art Design
		2.1 Sensor
		2.2 Fuzzy Reasoning
	3 Experimental Application of Artificial Intelligence Technology in Urban Environment Art Design
	4 Application Analysis of Artificial Intelligence Technology in Urban Environment Art Design
		4.1 Material Properties of City Flower Box
		4.2 City Flower Box Intelligent Module
	5 Conclusions
	References
Teaching Transformation of Computer Application Technology Specialty Based on Artificial Intelligence
	1 Introduction
	2 Research on the Teaching Transformation of Computer Application Technology Specialty Based on Artificial Intelligence
		2.1 The Use of Artificial Intelligence Algorithms
		2.2 AO* Algorithm
		2.3 Association Rules and AI Algorithms
	3 Experimental Research on the Teaching Transformation of Computer Application Technology Specialty Based on Artificial Intelligence
		3.1 Experimental Data
		3.2 Experimental Process
	4 Experimental Analysis on the Teaching Transformation of Computer Application Technology Specialty Based on Artificial Intelligence
		4.1 Analysis of College Students’ Views on the Teaching Transformation of Computer Application Technology Major
		4.2 Change of College Students’ Liking Degree of Computer Application Technology
	5 Conclusions
	References
Innovation Mode of Architectural Interior Design Based on Big Data
	1 Introduction
	2 Technical Research on the Innovative Model of Architectural Interior Design Based on Big Data
		2.1 BIM Technology
		2.2 CAD Data Algorithm
	3 Experimental Research on the Innovative Model of Architectural Interior Design Based on Big Data
		3.1 Experimental Data
		3.2 Experimental Process
	4 Experimental Analysis of the Innovative Model of Architectural Interior Design Based on Big Data
		4.1 Residents’ Views on the Integrated Model of Building Interior Design
		4.2 Individual Big Data Portraits of Community Residents Forum Users
	5 Conclusions
	References
Research on the Talent Training Mode for Visual Communication Design—Based on Intelligent Computing via Project in Studio Project
	1 Introduction
	2 Training Mode for Visual Communication Design Professionals
		2.1 Current Situation of Talent Training Mode of Visual Communication Design Specialty
		2.2 Talent Training Mode of Studio Project Based on Intelligent Computing
	3 Talent Training Mode of Studio Project Based on Intelligent Computing in Visual Communication Design Major
		3.1 Talent Training Mode of Studio Project Based on Intelligent Computing in Visual Communication Design Major
		3.2 Data Calculation Formula
	4 Data Analysis of Talent Training Model Based on Intelligent Computing Studio Project in Visual Communication Design Major
		4.1 The Role of Intelligent Computing in Training Model
		4.2 Analysis of Calculation Results
	5 Conclusions
	References
Application of Decision Tree Algorithm in University Educational Administration
	1 Introduction
	2 Data Mining and Educational Administration Management System
		2.1 Application of Data Mining in Educational Administration System
		2.2 Decision Tree Description
	3 Data Management and Information Analysis Support
	4 Discussion
		4.1 Simulation Test Results and Analysis
		4.2 Improved Information Gain Algorithm
	5 Conclusions
	References
Application of Genetic Algorithm in University Teaching Management System
	1 Introduction
	2 Genetic Algorithm and Teaching Task Arrangement
		2.1 Elements of Teaching Management Informatization
		2.2 Genetic Algorithm
		2.3 Problem Description of the Course Scheduling System in Educational Administration
		2.4 Algorithm of Teaching Task Arrangement
	3 Experimental Methods
		3.1 Experimental Data
		3.2 Parameter Setting
	4 Discussion
	5 Conclusions
	References
Application of Apriori Algorithm in College Football Technical and Tactical Analysis
	1 Introduction
	2 Football Tactics and Apriori Algorithm
		2.1 Content of Football Tactics
		2.2 Introduction of Classical Apriori Algorithm
		2.3 Improvement of Scanning Times of Apriori Algorithm
		2.4 Data Analysis Model
	3 Research Object and Method
		3.1 Research Object
		3.2 Data Collection
		3.3 Data Mining Using Apriori Algorithm
	4 Discussion
		4.1 Results and Analysis
		4.2 Value of Data Mining Technology in Football Technical and Tactical Analysis
	5 Conclusions
	References
Influence of Big Data Technology on the Diversity of College Physical Education Teaching Methods
	1 Introduction
	2 Humanism and Standard Scoring Algorithm of PE Teaching Evaluation
		2.1 Humanity of Sports Evaluation
		2.2 Realization of Standard Score Calculation Method
	3 Experimental Background and Parameter Setting
	4 Discussion
		4.1 Research on the Application of College PE Teaching Methods from the Perspective of BD
		4.2 Reform Direction of College Physical Education Teaching Methods in the Era of BD
	5 Conclusions
	References
Application of Big Data in the Innovation of Physical Education Teaching Mode
	1 Introduction
	2 Experimental Research on the Application of Fitness Exercise Prescription in Physical Education
		2.1 Research Object and Method
		2.2 Test Index and Method
	3 Experimental Background and Data
	4 Discussion
		4.1 Research and Analysis of Big Data in Sports Teaching Mode Innovation
		4.2 Reform Direction of School Physical Education Classroom Teaching in the Era of Big Data
	5 Conclusions
	References
University Sports Cloud Teaching Mode Under Big Data
	1 Introduction
	2 Analysis and Calculation of Big Data in Cloud Classroom
		2.1 Specific Application
		2.2 Evaluation Method
	3 Experimental Background and Research Methods
		3.1 Experimental Background
		3.2 Research Methods
	4 Discussion
		4.1 Analysis of Survey Results
		4.2 Suggestions on College Sports Cloud Teaching Mode Based on Big Data Background
	5 Conclusions
	References
Application of MOOC in Physical Education Teaching Mode Under the Background of Big Data
	1 Introduction
	2 Influence of MOOC on PE Teaching Mode the Age of Information Explosion
		2.1 Positive Influence
		2.2 Negative Impact
	3 Experimental Thinking and Design
		3.1 Experimental Ideas
		3.2 Experimental Design
	4 Discussion
		4.1 Discussion on the Application of MOOC in PE Teaching Mode Under Big Data Conditions
		4.2 Pluralistic MOOC Teaching Evaluation Advantages in the Context of Big Data
	5 Conclusions
	References
Multi-layer Electricity Theft Detection System Based on the Concept of Triple Detection
	1 Introduction
	2 Triple Detection and Framework of Detection System
	3 Design of Multi-layer Electricity Theft Detection System
		3.1 Primary Detection
		3.2 Secondary Detection
		3.3 Tertiary Detection
	4 Conclusion
	References
Design of Field Test Device for DC Charging Pile of Electric Vehicles
	1 Introduction
	2 Problem of Existing Test System and Modular Test System Solution
	3 Modular Design of Test Device
		3.1 Power Module and Measurement Module Design
		3.2 Communication Module and Control Module Design
		3.3 Central Processing Unit
		3.4 Test Device Assembly Design
	4 Field Application of Test Device
	5 Conclusions
	References
Application of Anti-collision Early Warning System for 5G Internet of Vehicles
	1 Introduction
	2 Overall Design of Anti-collision Warning System
		2.1 Anti Collision Safety Distance Model
		2.2 Active Anti-collision Control Algorithm
	3 Experimental Background and Parameter Setting
	4 Discussion
		4.1 Analysis of Straight Track Experiment
		4.2 Analysis of Curve Experiment
		4.3 Research on the Application of Internet of Vehicles Communication Under 5G Mobile Communication Systems
	5 Conclusions
	References
Mechanical Simulation of Interlocked Micro-dome Layer Structure for Flexible Pressure Sensor Arrays
	1 Introduction
	2 Theoretical Basis
	3 Parameters for Simulation
		3.1 Density
		3.2 Poisson’s Ratio
		3.3 Elastic Modulus
	4 Mechanical Simulation
		4.1 Normal Pressure
		4.2 Inclined Pressure
		4.3 Bending Force
	5 Conclusions
	References
Introduction of Greek Mythological Films into AI-Assisted American Literature Teaching
	1 Introduction
	2 Film Appreciation Guidance
		2.1 Introduction to the Background of the Film
		2.2 Classic Segment Appreciation
		2.3 Understanding of the Relationship Between Greek Mythology and American Literature
	3 The Implication of Western Culture Reflected in the American Movies
	4 Conclusion
	References
A Method Based on Optimizing the Control Parameters in Image Processing and Vision Algorithm
	1 Introduction
	2 Related Research Based on FCM Algorithm
	3 Image Processing Algorithm Improved by the Control Parameter
		3.1 Objective Function Improvement Based on Markov Model
		3.2 Solving Method of Clustering Center Optimized by the Genetic Algorithm
		3.3 Experiment
		3.4 Result Analysis
	4 Conclusion
	References
Multi-factor Power Load Forecasting Based on PCA-RBF
	1 Introduction
	2 Principal Component Analysis
	3 RBF Neural Network Model
	4 Forecast Process
	5 Example Analysis
		5.1 PCA Analysis
		5.2 RBF Neural Network Modeling Analysis
	6 Conclusion
	References
Analysis of the Transformation of College English Teaching Model Based on Online Class
	1 Introduction
	2 Overview of Reform on College English Teaching
	3 The Dilemma of Reform on Online Classroom of College English
		3.1 Change of Teachers’ Role
		3.2 Improvement of Teachers’ Teaching Skills
		3.3 Changes in Teachers’ Teaching Habits
	4 The Practice of College English Classroom Transformation
		4.1 Teachers’ Guidance
		4.2 Students’ Self-Study Before Online Class
		4.3 Online Interaction Between Teachers and Students
		4.4 Exercises of Consolidation After Class
	5 The Positive Impact of Online Teaching on the Transformation of English Classroom Teaching
		5.1 Promote Transformation of Teachers’ Role
		5.2 Promote the Improvement of Teachers’ New Media Skills
		5.3 Promote the Change of Teachers’ Teaching Habits
	References
Multimodal Blended Teaching Mode of College English in the Background of “Big Data”
	1 Introduction.
	2 Method
		2.1 Use a Mixed Teaching Mode that Integrates Online and Offline
		2.2 The Mix of Learning Environments and the Transformation of Learning Resources
		2.3 Improve the Level of the Teaching Team
	3 Experiment
		3.1 The Subject of the Experiment
		3.2 Experimental Research Design
	4 Results
		4.1 Summary of Experimental Investigations
		4.2 University English Teachers Need to Constantly Improve Themselves, the School Needs to Provide the Necessary Support for the Promotion of Multi-modal Teaching Model
	5 Conclusion
	References
New Ideas of Higher Education Management Based on Big Data
	1 Introduction
	2 Big Data and University Education Management
		2.1 Characterization and Application of Big Data
		2.2 Influence of University Education Management in the Era of Big Data
	3 Main Problems Existing in the Current Education Management and the Main Sources of Data
	4 Discussion
		4.1 Comparative Analysis of Big Data Education Management Mode and Traditional Education Management Mode
		4.2 Big Data Classification Optimization Algorithm
		4.3 Establishing the Data Concept of University Education
		4.4 Improve the Big Data Literacy of Teachers
	5 Conclusions
	References
Design of Project Cost Management System Based on Computer Technology
	1 Introduction
	2 Method
		2.1 Application of Computer BIM Technology in Response Surface Method Experiment
		2.2 Project Cost Design of Green Building Based on Computer BIM Technology
	3 Experience
		3.1 Extraction of Experimental Objects
		3.2 Experimental Design
		3.3 Statistical Analysis of Data
	4 Discussion
		4.1 Total Economic Development Value of Construction Industry in China
		4.2 Comparison of Production Value Between Construction Industry and Other Industries
	5 Conclusion
	References
Based on BIM Computer-Aided Construction Management Research
	1 Introduction
	2 Method
		2.1 BIM Technology
		2.2 Construction Management
		2.3 Computer Aided Building Energy Saving Design
	3 Experiment
		3.1 Source of Experimental Data
		3.2 Experimental Design
	4 Result
		4.1 Construction Management Analysis of Traditional Design Technology
		4.2 Construction Management Analysis of Traditional Design Technology
		4.3 Application of BIM in Construction Management
		4.4 Profit Margins in Construction and IndustrialOutput
	5 Conclusion
	References
Application of Computer BIM Technology in Building Energy Saving Design
	1 Introduction
	2 Method
		2.1 Application of Computer BIM Technology in Response Surface Method Experiment
		2.2 Computer BIM Technology Green Building Design
	3 Experience
		3.1 Extraction of Experimental Objects
		3.2 Experimental Design
		3.3 Statistical Analysis of Data
	4 Discussion
		4.1 Development of Green Building in China’s Construction Industry
	5 Conclusion
	References
Analysis of Application of Artificial Intelligence in Electrical Automation Control
	1 Introduction
	2 Method
		2.1 Artificial Intelligence
		2.2 Application of AIT in the Operation of Electrical Equipment
	3 Experiment
	4 Discuss
		4.1 Analysis of Experimental Results
		4.2 Application Analysis of AI in Electrical Control Process
	5 Conclusion
	References
Automation Control System Based on Artificial Intelligence Technology
	1 Introduction
	2 Network Automation Control System Based on Artificial Intelligence Technology
		2.1 Smith Predictive Fuzzy PID Controller for Network Automation Control System
		2.2 Smith Predicts Fuzzy PID Controller
		2.3 PID Control Method in Networked Control System
	3 Experimental Research on Network Automation Control System Based on Artificial Intelligence Technology
		3.1 System Simulation Experiment Data Collection
		3.2 Generalized Predictive Control Based on Error Correction
		3.3 Fuzzy PID Controller
	4 Experimental Analysis of Network Automation Control System Based on Artificial Intelligence Technology
		4.1 Experimental Simulation Analysis of Smith Predictive Controller System
		4.2 Dynamic BP Network Simulation Experiment Analysis
	5 Conclusions
	References
Personalized English Teaching Mode Based on Big Data
	1 Introduction
	2 The Connotation and Importance of Individualized Teaching
		2.1 Connotation of Personalized Teaching
		2.2 The Importance of Individualized Education and Teaching
	3 Experimental Design
	4 Analysis and Discussion of Research Results
		4.1 Analysis of Current Situation of College English Teaching
		4.2 Analysis of Personalized English Teaching Mode Based on Big Data
		4.3 Analysis of Experimental Results of English Teaching
	5 Conclusions
	References
Construction of Innovative Talent Ecosystem Under the Background of Enterprise Digital Transformation
	1 Introduction
	2 Implication of Digital Transformation
	3 Theory of Talent Ecological Environment
	4 Construction of Innovative Talent Ecosystem
		4.1 Environmental Level
		4.2 Organizational Level
		4.3 Talent Level
	5 Conclusions
	References
Analysis of Overseas Social Media Communication Pattern of China’s Online Celebrities in the Cross Cultural Context
	1 Introduction
	2 Communication Mode of Domestic Online Celebrities and Overseas Social Media in Cross Cultural Context
		2.1 The Main Body of Online Celebrities: Fade Official Color and Tell Chinese Story from the Perspective of Commonality
		2.2 Communication Content: Multiple Contents Tell Chinese Stories and Resonate with Users
		2.3 Communication Audience: Transcend the Regional Boundaries and Face the Multi-national Audience
		2.4 Suggestions on Improving the Communication Effect of Overseas Social Media of China’s Online Celebrities
	3 Conclusion
	References
Influencing Mechanism of Live Broadcasting Marketing Pattern on Consumers’ Purchase Decision Internet Background
	1 Introduction
	2 Literature Review
	3 The Influence Mechanism of Live Marketing Mode with Goods on Consumers’ Purchase Decision
		3.1 Live Delivery with Goods: A New Format of Marketing Mode
		3.2 Consumer Purchase Decision Model Based on Live Marketing with Goods
	4 The Corresponding Analysis and Hypothesis Are as Follows
		4.1 High Quality Content
		4.2 Incentive Mechanism
		4.3 Personal Charm of Online Celebrities
	References
Reinventing the Wheel of Marketing: Assessing the Impact of Artificial Intelligence (AI) on Digital Marketing and Consumer Buying Behavior
	1 Introduction
		1.1 Challenge with Artificial Intelligence
		1.2 Customer Decision Journey
		1.3 Online Customer Experience (OCE)
		1.4 Role of Artificial Intelligence in Personalized Engagement Marketing
		1.5 Research Aim and Objectives
		1.6 Research Hypothesis
	2 Materials and Methods
		2.1 Study Site and Participants
		2.2 Research Design and Paradigm
		2.3 Method of Data Collection
		2.4 Statistical Analysis
		2.5 Thematic Analysis
	3 Calculations
		3.1 Factor Analysis Results
		3.2 Hypothesis Testing
	4 Findings and Discussion
	5 Conclusion and Recommendation
	References
Fraud Identification Model of Profit and Loss Adjustment Financial Report Based on Lib SVM Algorithm
	1 Introduction
	2 Research Method of Financial Reporting Fraud Identification Model Based on Lib SVN
		2.1 Financial Report Fraud Motivation
		2.2 Identification Method of Fraud in Financial Report
		2.3 Overview of Support Vector Data Description
		2.4 Selection of Explained Variables
		2.5 Selection of Explanatory Variables
	3 Through Using Lib SVM to Identify Financial Reporting Fraud
		3.1 Data Selection
		3.2 Selection of Control Variables
	4 Analysis of Model Construction Results
		4.1 Significance of Explanatory Variables
		4.2 Accuracy of Model Checking of Lib SVM
	5 Conclusion
	References
Stock Price Prediction Based on Deep Reinforcement Learning
	1 Introduction
		1.1 Background and Significance
		1.2 Related Work
		1.3 Main Content
	2 Methods of Stock Price Prediction Based on Deep Reinforcement Learning
		2.1 Technical Indicators
		2.2 Neural Network Analysis Method
		2.3 Mixed Model Analysis Method
	3 Experiment of Stock Price Prediction Based on Deep Reinforcement Learning
	4 Stock Price Prediction Based on Deep Reinforcement Learning
		4.1 The Advantages and Disadvantages of BP Neural Network
		4.2 Advantage Analysis of LSTM
		4.3 Stocks
	5 Conclusions
	References
Space Design of Medical and Maintenance Building Under the Background of Computer
	1 Introduction
	2 Combination of Medical Care and Maintenance and Architectural Space Design
		2.1 Combination of Medical and Nursing
		2.2 Architectural Space Design
	3 Experimental Ideas and Design
		3.1 Experimental Ideas
		3.2 Experimental Design
	4 Discussion
		4.1 Analysis on Architectural Space Design of Combination of Medical and Maintenance
		4.2 Strategy Discussion on Architectural Space Design of Combination of Medical and Nursing
	5 Conclusions
	References
Application of Computer Technology in Concrete
	1 Introduction
	2 Computer Aided Concrete Mix
	3 Uniform Design Method
	4 Design of the Experimental
	5 Processing of Data
		5.1 Processing Test Data
		5.2 Optimize Objective Function
	6 Verify the Optimal Mix Ratio
	7 Conclusions
	References
Design and Implementation of Educational Information System Based on Cloud Computing
	1 Introduction
	2 Design of Education Information System Based on Cloud Computing
		2.1 Cloud Data Warehouse Design
		2.2 Key Sensitive Data Protection
		2.3 Continuous Wavelet Transform
		2.4 Data Architecture
	3 Experimental Design of Education Information System Based on Cloud Computing
		3.1 Hbase Distributed Database Test
		3.2 Big Data Compression Test
	4 Experimental Research and Analysis of Education Information System Based on Cloud Computing
		4.1 Analysis of Test Results
		4.2 Comparison of Compression Ratio and Compression Time
	5 Conclusions
	References
Evaluation Model of English–Chinese Cross-Language Initiation Oral Teaching Based on SOFMNN
	1 Introduction
	2 Analysis of the Evaluation Model of English–Chinese Cross-Language Initiation Oral Teaching Quality Based on SOFMNN
		2.1 Algorithm of SOFMNN TE Model
		2.2 Research on the Evaluation Model of English–Chinese Cross-Language Initiation Oral Teaching Quality
	3 Experimental Thinking and Design
		3.1 Experimental Ideas
		3.2 Experimental Design
	4 Discussion
		4.1 Analysis of the Evaluation Model of English–Chinese Cross-Language Initiation Oral Teaching Quality Based on SOFMNN
		4.2 The Main Functions of SOFMNN
	5 Conclusions
	References
Exploration of Optimized Teaching Mode in Applied Technology Colleges Under the Background of Big Data
	1 Introduction
	2 Problems in the Traditional Practice Teaching of Private Colleges and Universities
		2.1 Practice Teaching is not Strong Enough
		2.2 Teachers Practice Guidance Ability is Limited, the Lack of Dual-Teacher Teachers
		2.3 The Evaluation System of Practical Teaching Quality Needs to Be Perfected and Standardized
	3 The Development Status Quo of Big Data Education Mode in Private Colleges and Universities
	4 The Optimization Strategy of Big Data Education Mode in Private Colleges and Universities
		4.1 Teachers Are Actively Coping with the Changes and Developments of the Media Era
		4.2 Strengthen Students’ Self-Awareness Ability
		4.3 Take the Initiative to Publicize the Actual Education Information, the Leading Power of the Dissemination of Information Firmly Grasp
		4.4 Strict Control, Improve the Quality of Propaganda Materials
	5 Conclusion in Summary
	References
Efficient-net Speaker Recognition Master—The New Speaker Recognition System Built Base on Efficient-net
	1 Introduction
	2 Related Works
	3 Efficient-net
		3.1 Preprocessing for Identification
		3.2 Implementation for Details
	4 Evaluation
		4.1 CN-CELEB
		4.2 The Evaluation Method of Speaker System
	5 Result
	6 Conclusion
	References
Author Identification of Handwritten Numbers Based on Transfer Learning and Multi-task Learning
	1 Introduction
	2 Method
	3 Experiment
	4 Conclusion
	References
Influence of Oil Price on Corn Price Based on Multiple Linear Regression Model
	1 Introduction
	2 An Empirical Analysis of the Influence of Corn Price on International Oil Price
		2.1 Data and Measurement Model
		2.2 Descriptive Statistical Analysis
		2.3 Basic Statistical Characteristics Test
		2.4 Regression Analysis
		2.5 Correlation Test
	3 Policy Suggestion
	4 Conclusion
	References
An Empirical Analysis of the VAR Model of Consumption Structure, Industrial Structure and Economic Growth in the Internet Age: Taking Henan Province as an Example
	1 Introduction
	2 Theoretical Analysis
		2.1 Consumption Structure Analysis
		2.2 Industrial Structure Analysis
	3 Empirical Analysis
		3.1 Variable Selection and Data Source
		3.2 Data Processing
		3.3 Check Model
	4 Conclusions
	References
A Research on the Influence of Raising the Threshold of Individual Income Tax on Urban Residents’ Consumption Based on Eviews Software—A Case Study of Shanghai
	1 Introduction
	2 Literature Review
	3 Data and Model Analysis
		3.1 The Data Source
		3.2 The Model
	4 Results Analysis
		4.1 Regression Results
		4.2 A Multicollinearity Test for the Model
		4.3 Heteroscedasticity Test
		4.4 Autocorrelation Test
	5 Main Conclusions and Analysis
	6 Policy Suggestions
	References
Effects of Minimum Wage on Enterprise Productivity—Empirical Analysis Based on Database of Industrial Enterprises
	1 Introduction
	2 Literature Review
	3 Data and Variable Description
	4 Empirical Results and Analysis
	5 Mechanism Analysis
	6 Conclusions
	References
Analysis and Countermeasures of Network Teaching Mode Under the Internet Plus Background
	1 Introduction
	2 Internet Plus Background Analysis of Network Teaching Mode
		2.1 Outdated Teaching Content
		2.2 Single Teaching Mode
		2.3 School Education and Social Derailment
	3 Experimental Ideas and Design
		3.1 Experimental Ideas
		3.2 Experimental Design
	4 Discussion
		4.1 Internet Plus Education Analysis
		4.2 Internet Plus Teaching Reform Proposals in the Background
	5 Conclusions
	References
Construction of Transportation Service Trade System Based on Transportation Big Data
	1 Introduction
	2 Method
		2.1 Definition of Trade in Transportation Services
		2.2 The Current Situation and Existing Problems of China's International Transport Services
	3 Experiment
	4 Discussion
		4.1 Survey Results and Analysis
		4.2 Construction of Transportation Service Trade System
	5 Conclusion
	References
Teaching Exploration of Enterprise Resource Planning Course Based on Artificial Intelligence Technology
	1 Introduction
	2 Research Method of ERP Course Based on Artificial Intelligence Technology
		2.1 Artificial Intelligence Technology
		2.2 Enterprise Resource Planning Course
	3 Experimental Correlation Analysis
		3.1 Experimental Background
		3.2 Experimental Design
	4 Discussion
		4.1 Analysis on the Current Situation of ERP Course Based on Artificial Intelligence Technology
		4.2 Artificial Intelligence Technology Plan Based on Enterprise Resources
	5 Conclusions
	References
College Physical Education Teaching Methods Under the Background of Big Data
	1 Introduction
	2 Research on Teaching Theory in the Era of Cultural and Big Data
		2.1 Innovative Ideas
		2.2 Enrich Teaching Forms and Improve Teaching Contents
	3 Experimental Correlation Analysis
		3.1 Experimental Background
		3.2 Experimental Design
	4 Discussion
		4.1 Spatial and Temporal Distribution of Physical Education Teaching Methods in China
		4.2 Analysis on the Types of Teaching Modes of University Physical Education Theory Course in the Big Data Era
	5 Conclusion
	References
Theoretical Transmission and Distribution Price Estimation by Voltage Level and Users
	1 Introduction
	2 Transmission and Distribution Cost Estimation and Apportionment Model
	3 Theoretical Transmission and Distribution Price Measurement Model
	4 Conclusions
	References
Comprehensive Evaluation and Analysis of the Whole Life Quality of Regional Distribution Network Equipment Assets
	1 Introduction
	2 Design the Whole Life Quality Evaluation Index System of Distribution Network Equipment Assets
		2.1 Evaluation Object
		2.2 Evaluation Index System
	3 Constructing a Comprehensive Evaluation Model for the Life-Span Quality of Distribution Network Equipment Assets
		3.1 The Calculation Procedure of Equipment Quality Comprehensive Evaluation
		3.2 Construct a Multi-attribute Combined Model for Equipment Quality Evaluation
	4 Case Analysis
		4.1 Calculate the Weight of Quality Evaluation Index
		4.2 Calculate the Comprehensive Evaluation Value of Each Region
	5 Conclusion
	References
Commercial Application of Big Data Technology in Internet Economy
	1 Introduction
	2 Characteristics of Internet Big Data
		2.1 Size of Big Data is Large
		2.2 Types of Big Data Are Diverse
		2.3 Data Analysis is Complex
		2.4 Data Processing Speed Requires Faster
	3 Sources of Internet Big Data
		3.1 Social Media and Network Platforms
		3.2 News Website
		3.3 Shopping Platform and Reviews Information
		3.4 Location Information
	4 Value of Big Data in Internet Economy
	5 Application of Big Data
		5.1 Use Data Statistics to Segment Customer Groups
		5.2 Use Data Analysis to Find New Customers
		5.3 Use Data Research Results to Promote the Arrival of the Big Data Era of Industrial Development
		5.4 Use Data Observation to Drive Industrial Innovation
	6 Conclusion
	References
A Solution for Modularized-Curriculum-Oriented E-Learning Teaching Plan Intelligent Recommend System
	1 Introduction
	2 Key Point of the Solution
		2.1 Intelligent Recommend System Modeling
		2.2 Classification and Layering of the Information Involved in the Teaching Plan
		2.3 Establishment of the Logic Relationships Between Modules
		2.4 Automatically Finding Out the Conflict in E-learning Teaching Plan Adjustment
		2.5 The Formation of Complete Set of Curriculum System
		2.6 Offering Professional Advises for Students in Course Registration
	3 The System Framework
	4 Conclusions
	References
Optimal Design of IoT Sensor Node Layout Based on Improved Genetic Algorithm
	1 Introduction
	2 Optimization Method of IoT Sensor Layout Based on Genetic Algorithm
		2.1 Genetic Algorithm
		2.2 Improved Genetic Algorithm
		2.3 Optimization Method of IoT Sensor Nodes
	3 Construction of Sensor Node Perception Model
	4 IoT Sensor Node Layout Based on Improved Genetic Algorithm
		4.1 Optimization Analysis of IoT Sensor Layout
		4.2 Improved Genetic Algorithm Performance Test
	5 Conclusions
	References
Practical Teaching and Research on the Design of Below-Created Products in the Era of Big Data
	1 Analysis of Existing Problems
		1.1 Problems with the Curriculum on Applying Big Data and the Lack of Practical Aspects of Education
		1.2 Weak Influence of Big Data Design Education Ideas in Colleges and Universities
		1.3 Innovation and Entrepreneurship Education that is not Adapted to the Internet Economy
	2 The Purpose and Significance of Practical Teaching of Product Design Innovation and Entrepreneurship in the Age of Big Data in the Below Creation
		2.1 Improve the Curriculum System and Improve Students’ Practical Skills
		2.2 Promote the Upgrading of Teaching Models and Strengthen University-Industry Research Cooperation
	3 Innovations in Teaching
		3.1 Orientation to Enhance Students’ Learning Initiative and Develop Their Creative Thinking
		3.2 Improving Teaching Effectiveness
	4 General Scheme of Teaching Innovation and Entrepreneurship Practice
	5 Conclusion
	References
Media Music Teaching Based on Big Data
	1 Introduction
	2 Media Music Teaching Methods Under the Background of Big Data
		2.1 Advantages of Media Music Teaching Under Big Data
		2.2 Data Mining Technology Based on Big Data
	3 Design of Online Music Teaching Platform Based on Big Data
	4 Media Music Teaching Based on Big Data
		4.1 Status Quo of Media Music Teaching
		4.2 Impact of Big Data Technology on Media Music Teaching
	5 Conclusions
	References
The Origin and Misunderstanding of the Concept of “VR News” in the Internet Era
	1 Literature Review
	2 Analysis of VR News and Its Concept
		2.1 What is “VR News”?
		2.2 “VR News” Production Process
	3 The Beginning of “VR News”: A Case of VR News Works
	4 VR Technology in the Field of News
	5 The Misunderstanding of VR News Concept
		5.1 360° Panorama Report is Not “VR News”
		5.2 The Essence of “VR News” is “Virtual”, Not True
		5.3 “VR News” Needs to Be Produced, and Cannot Be Synchronized
		5.4 “VR News” Does Not Apply to Most News
	6 Conclusion
	References
Short-Term Demand Forecasting Methods for Public Bicycles Under Big Data Environment
	1 Introduction
	2 Short-Term Demand Forecasting Model
		2.1 Requirements of Short-Term Traffic Demand Forecasting Models
		2.2 Exponential Smoothing Model
		2.3 Autoregressive Moving Average Model
	3 Experimental Background and Parameter Settings
	4 Discussion
		4.1 Forecast Result Analysis
		4.2 Analysis of Time-Varying Characteristics of Public Bicycle Rental Volume
		4.3 Advantages of Public Bicycles
	5 Conclusions
	References
Analysis of Mathematics Teaching Method Mode Based on Multimedia Courseware Teaching
	1 Introduction
	2 Advantages and Disadvantages of Mathematics Classroom Teaching Under Multimedia Teaching Mode
		2.1 Advantages of Mathematics Classroom Teaching Under Multimedia Teaching Mode
		2.2 Disadvantages of Mathematics Classroom Teaching Under Multimedia Teaching Mode
	3 Experimental Thinking and Design
		3.1 Experimental Ideas
		3.2 Experimental Design
	4 Discussion
		4.1 Exploration of Mathematics Teaching Method Mode Based on Multimedia Courseware Teaching
		4.2 Practice Path of Mathematics Teaching Reform Under Multimedia Technology
	5 Conclusions
	References
Chinese Higher Education Faculty Well-Being in the Context of Emergency Online Teaching
	1 Introduction
	2 Higher Education Online Teaching in China
		2.1 Faculty Well-Being
		2.2 Online Teaching and MOOCs
		2.3 E-tech Construction and National Policy
	3 Problems Affecting Faculty Well-Being for Online Teaching
		3.1 Technology Efficacy
		3.2 Online Teaching Pedagogy
		3.3 Work- Family Conflicts
	4 Conclusion
	References
Personalized Music Teaching Mode Under the Background of Big Data
	1 Introduction
		1.1 Background and Significance
		1.2 Related Work
		1.3 Main Content
	2 Personalized Music Teaching Mode Under the Background of Big Data
		2.1 Personalized Music Teaching Mode
		2.2 Outlier Detection Algorithm Based on Information Entropy
		2.3 Clustering Method
	3 Personalized Music Teaching Mode Under the Background of Big Data
	4 Personalized Music Teaching Mode Under the Background of Big Data
		4.1 Through Modern Education
		4.2 Multimedia Technology Analysis
		4.3 Experimental Results
	5 Conclusions
	References
Online Mathematics Teaching Reform Based on Network Learning Platform
	1 Introduction
	2 Network Teaching Method and Mathematics Teaching
		2.1 Advantages of Network Teaching
		2.2 College Mathematics Teaching Mode Based on Network Teaching
	3 Experimental Design Method
	4 Discussion
		4.1 Analysis of Experimental Results of Teaching Mode
		4.2 Construction and Teaching Design of Online and Offline Hybrid Teaching Course
		4.3 Pay Attention to the Construction of Network Teaching Platform
		4.4 Diversified Teaching Forms
		4.5 Teaching Resources Sharing
	5 Conclusions
	References
Migration Technology of Intelligent Terminal Services in the Big Data Era
	1 Introduction
	2 Algorithm Establishment
		2.1 Research Significance of Min-Min Algorithm
		2.2 The Scheduling Process of the Min-Min Algorithm
		2.3 Introduction to the Improved Min-Min Algorithm
		2.4 Access Node Distance Analysis Algorithm
	3 Modeling Method
		3.1 Smart Terminal Service Migration Risk Rating Modeling
		3.2 Brief Design Based on Min-Min Algorithm Module
	4 Evaluation Results and Research
		4.1 A Brief Analysis Based on the Improved Min-Min Algorithm and the Original Traditional Algorithm
		4.2 Online Migration and Upgrade System of Distributed Intelligent Terminals Based on HFS
	5 Conclusion
	References
Analysis and Research on Resource Allocation and Service Migration in Mobile Edge Computing
	1 Introduction
	2 Method
		2.1 Mobile Edge Computing Under Service Migration
		2.2 Cost Function of Mobile Edge Computing System
	3 Experience
		3.1 Extraction of Experimental Objects
		3.2 Experimental Design
	4 Discussion
		4.1 Influence of Average Delay
		4.2 Computing Migration and Resource Allocation
	5 Conclusion
	References
Library Reader Behavior Based on Apriori Association Algorithm
	1 Introduction
	2 Reader Behavior Research Method Based on Apriori Association Algorithm
		2.1 Apriori Association Algorithm
		2.2 Mining of Library Readers’ Lending Behavior Data
	3 Library Borrowing Behavior Experiment
		3.1 Data Preprocessing
		3.2 Design of Library Lending System
	4 Library Reader Behavior Analysis Based on Association Rule Algorithm
		4.1 Analysis of Library Readers’ Borrowing Behavior
		4.2 Data Mining and Analysis of Association Rules
	5 Conclusions
	References
Logistics Efficiency Evaluation Model of Small and Medium Sized Cross Border E-commerce Enterprises
	1 Introduction
	2 Logistics Efficiency Evaluation Index and DEA Model Analysis Method
		2.1 Main Indexes of Logistics Efficiency Evaluation
		2.2 DEA Model Analysis Method
	3 The Impact of Cross-Border E-commerce Efficiency Factors on the Construction of Cross-Border E-commerce Efficiency
		3.1 Sample Selection and Index Selection
		3.2 Questionnaire Survey Description and Results
		3.3 Descriptive Statistical Analysis of Data
	4 Factor Analysis on Logistics Efficiency of Small and Medium Sized Cross Border E-commerce Enterprises
		4.1 Analysis Results of Each Index
		4.2 Analysis Results of DEA Model
	5 Conclusions
	References
Influence of Online Compound Comment on Consumer Attitudes Based on Information Network Platform
	1 Introduction
	2 Literature Review
		2.1 Research on Online Comment Sentiment
		2.2 Research on Consumer Attitudes
	3 Research Model
	4 Research Hypothesis
	5 Empirical Analysis
		5.1 Experimental Design
		5.2 Manipulation Test
	6 Hypothesis Test
	7 Conclusions
	References
Post-00 Netizens Preferences with Regards to the Use of Internet Entertainment Content—An Analysis Based on “2019 App Contact Behavior Survey of New Potential People”
	1 Media Contact Habits that Prefer Social and Entertainment
	2 High Entertainment Density
	3 Pursue Entertainment Efficiency
	4 Interest Transfer is Fast
	5 Entertainment Layerization
	References
A Method for Sleep Position Identification Based on Back Propagation Neural Network
	1 Introduction
	2 Methods
	3 Experiments and Results
		3.1 The Sensing Device and Pressure Data Collection
		3.2 KPCA-Based Feature Extraction
		3.3 Experimental Results
	4 Conclusions
	References
Application of Artificial Intelligence in Human Resource Management of T Insurance Company in the Post-epidemic Era
	1 Introduction
		1.1 State the Post-epidemic Era
		1.2 State the Post-epidemic Era Artificial Intelligence (AI)
		1.3 Human Resource Management
	2 Application of Artificial Intelligence Technology by Insurance Company T
		2.1 Employee Recruitment
		2.2 Staff Training
		2.3 Performance and Assessment
		2.4 Product Sales
	3 Conclusions
		3.1 Increase Online Corporate Culture Activities
		3.2 Improve the Professional Network of Technical Personnel
		3.3 Strengthen the Awareness Training of Employees’ Understanding of Artificial Intelligence
		3.4 Develop Employee Incentive Policies
	References
Exploration and Practice of UAV Technology in Engineering Training of Colleges and Universities
	1 Background and Significance
	2 Curriculum System Constructions
		2.1 Basic Operation
		2.2 Innovation Experiment
		2.3 Competitive Competition
	3 Teaching Operation Mode
	4 “Inheritance” Talent Training Program
	5 Social Services
	6 Conclusions
	References
Precision Marketing Mode of Agricultural Products E-commerce Based on KNN Algorithm
	1 Introduction
	2 The Application of KNN Algorithm in Precision Marketing of E-commerce Agricultural Products
		2.1 Application Advantages of KNN Algorithm
		2.2 Principle of KNN Algorithm
	3 Experimental Thinking and Design
		3.1 Experimental Ideas
		3.2 Experimental Design
	4 Discussion
		4.1 Model Design and Test Results of KNN Algorithm in Precision Marketing of E-commerce Agricultural Products
		4.2 Precision Marketing Strategy of Agricultural Products E-commerce
	5 Conclusions
	References
Information Adoption Intention of Tagged Online Reviews Based on Information Adoption Model
	1 Introduction
	2 Literature Review
		2.1 Online Reviews
		2.2 Tagged Online Reviews
	3 Hypothesis and Model
		3.1 Hypothesis
		3.2 Model
	4 Research Design
	5 Data Analysis and Results
		5.1 Reliability and Validity Test
		5.2 Hypothesis Test
	6 Conclusions and Enlightenments
		6.1 Conclusions
		6.2 Enlightenments
	References
Model for Predicting the Time Through Traffic Jams
	1 Introduction
	2 Methodology
		2.1 BP Neural Network Initialization
		2.2 Time Series Based AR Model
		2.3 Judgment of Traffic Congestion Level
		2.4 Coupling Model Based on BP Neural Network and Time Series
	3 Mathematical Model and Calculation
		3.1 Analysis of the Result
		3.2 Model Optimization
		3.3 Coupling Model Based on BP Neural Network and Time Series
	4 Conclusions
	References
Design and Implementation of Intelligent Parking System Based on OpenCV
	1 Introduction
	2 System Requirement Analysis
		2.1 Function Requirement
		2.2 Non-functional Requirements
	3 System Outline Design
		3.1 System Architecture Design
	4 System Detailed Design
		4.1 Module Design
	5 System Implementation
		5.1 Implementation of Login Module
		5.2 Realization of Reservation Parking Module
		5.3 Implementation of the Administrator Module
	6 Summary
	References
Strains Model of Movable Type Flood Walls Under Different Waterhead
	1 Introduction
	2 Theoretical Study of Movable Flood Wall
	3 Experimental Design of Movable Flood Wall
		3.1 Water Storage Experiment Design of Integral Flood Control Wall
		3.2 Strain Measuring Device
	4 Experimental Phenomenon
	5 Strains Model of Movable Type Flood Walls Under Different Waterhead
	6 Conclusions
	References
Improved Coordination Control Strategy of Flexible Multi-state Switch
	1 Introduction
	2 System Structure and Mathematical Modeling
	3 Improved Control Strategy in Stationary Coordinate System
	4 Simulation Verification
		4.1 Simulation Results Under Normal Conditions of Power Grid
	References
General Layout and Implantation of Quick Removal and Quick Assembly Technology for Computer-Box
	1 Design Background
		1.1 Technical Field
		1.2 Background Technique
	2 Utility Model Content
	3 Figure Structure Description
	4 Detailed Ways
	References
Application of Distribution Network Asset Data Optimization Management Based on Life Cycle
	1 Introduction
	2 Distribution Network Data Optimization Based on Life Cycle
		2.1 Realize the Unique Identification of Physical Assets by Means of Technological Innovation
		2.2 Realize Asset Life Cycle Data Sharing Based on Information Integration
		2.3 On the Premise of Focusing on Actual Results, Deepen the Application of Various Business Links of Asset Management
	3 Conclusions
	References
Connotation and Construction Assumption of Wisdom Education in the Era of Artificial Intelligence
	1 Introduction
	2 The Connotation of Wisdom Education
	3 Assumptions About the Construction of Wisdom Education in the Era of Artificial Intelligence
		3.1 First of All, We Should Establish the Concept of Taking Human Wisdom as the Dominant and Artificial Intelligence as the Auxiliary
		3.2 Second, Understand What Artificial Intelligence Can and Can't Do for Wisdom Education
		3.3 Finally, Focus on What Artificial Intelligence Can’t or Can’t Do Well but Human Wisdom Can, Such as Asking Questions, Interacting, and Creating
	4 The Development Trend of Wisdom Education Empowered by Artificial Intelligence
		4.1 Artificial Intelligence Will Enhance a More Integrated Teaching Situation of “Virtual and Real”
		4.2 The Teaching Roles of Artificial Intelligence Continue to Be Diversified and Integrated Efficiently
	5 Conclusion
	References
Problems and Countermeasures of LED Products Export Based on Big Data Analysis Technology
	1 Introduction
	2 Export Status of LED Lighting Products in Guangdong
		2.1 Export Value Shows a Downward Trend
		2.2 “One Belt One Road” Increases Market Demand for LED Lighting Industry
		2.3 The Export Market Structure is Gradually Optimized
	3 Problems Faced by the Export of LED Lighting in Guangdong
		3.1 The Price Advantage is Gradually Lost
		3.2 Lack of Industry Standards and Weak Brand Awareness
		3.3 Facing Obstacles to Technical Trade Barriers
	4 Related Suggestions
		4.1 Change Production Methods and Locations to Reduce Production Costs
		4.2 Improve the Industry Standard System and Build Independent Brands
		4.3 Actively Respond to Technical Trade Barriers
	5 Conclusion
	References
High-Voltage Industry Expansion and Installation Process Optimization Based on SIPOC Model and Value Flow Analysis
	1 Introduction
	2 The Service Status of North Hebei Electric Power Company High Voltage Industry Expansion
	3 Analysis on the Problem of High Voltage Industry Expansion
		3.1 Sorting Out the Current Situation of SIPOC-Based High-Voltage Industry Expansion Process
		3.2 Value Flow Analysis of the Whole Process of High Voltage Industry Expansion Installation
	4 Business Environment Based High Voltage Business Expansion Process Optimization
		4.1 Further Clarify the Division of Responsibilities, Optimize Internal and External Communication, Strengthen the Control and Supervision of the Whole Process of Business Expansion
		4.2 Abolish Intermediate Inspections, Streamline the Review of Design Documents and Qualifications, and Reshape the Service Chain
		4.3 Combined Site Investigation and Scheme Formulation, Improved Operation Terminal Function, and Synchronously Generated Scheme Formulation for Site Investigation
		4.4 Front Access System Design, Site Layout, Promote Annual Frame Bidding, Reduce Waiting Time and Construction Time
		4.5 Simplify the Materials, Broaden the Channels and Improve the Convenience of Business
	5 Conclusion
	References
The Mixed Teaching Mode of Civil Aviation English in the Era of Big Data
	1 Introduction
	2 Hybrid Teaching Mode and Network Teaching Platform
		2.1 Blended Teaching
		2.2 Construction of Network Teaching Platform
	3 Experimental Ideas and Design
		3.1 Experimental Ideas
		3.2 Experimental Design
	4 Discussion
		4.1 Current Situation Analysis of Mixed Teaching Mode
		4.2 Application of Mixed Teaching of Civil Aviation English Based on Platform
	5 Conclusions
	References
Analysis of Big Data Processing Based on Mapreduce and Convolution Neural Network
	1 Introduction
	2 Characteristics and Mechanism Analysis of CNN
	3 Principle and Design Thought of MapReduce in the Background of Big Data
	4 Analysis of Big Data Processing Based on Mapreduce and Convolution Neural Network
	5 Conclusion
	References
Personalized Intelligent Recommendation System for Electronic Commerce Based on Multi-dimensional Commodity Attributes
	1 Introduction
	2 Analysis of Personalized Recommendation System for Intelligent Electronic Commerce
	3 Properties of E-commerce Products in Multidimensional Space in E-commerce Recommendation System
	4 Personalized Intelligent Recommendation System for Electronic Commerce Based on Multi-dimensional Commodity Attributes
	5 Conclusion
	References
Data Analysis Platform of Cement Ontology Based on Rough Concept Lattice Model
	1 Introduction
	2 Research on Ontology Construction Method Based on Rough Concept Lattice Model
	3 Building Data Analysis Platform Based on Cement Domain Ontology
	4 Construction of Cement Ontology Data Analysis Platform Based on Rough Concept Lattice Model
	5 Conclusion
	References
Investment Performance Model of Regional Power Grid Based on Entropy Weight Fuzzy Comprehensive Evaluation
	1 Introduction
	2 Construction of Performance Evaluation Index System for Power Grid Investment
		2.1 Principles of Index System Construction
		2.2 Index System Construction
	3 Construction of Grid Investment Performance Evaluation and Analysis Model
		3.1 Index Scoring Standards
		3.2 Index Scoring Standards
		3.3 Comprehensive Evaluation Model Construction
	4 Empirical Analysis
		4.1 Index Score
		4.2 Determination of Indicator Weight
		4.3 Fuzzy Comprehensive Evaluation of Investment Performance
	5 Conclusion and Outlook
	References
Intelligent Analysis System of University Stadium Governance Based on Big Data Era
	1 Introduction
		1.1 Background and Significance
		1.2 Related Work
		1.3 Main Content
	2 Research Method of Intelligent Analysis System Based on University Stadium Governance in the Era of Big Data
		2.1 Interview Method
		2.2 Site Work
		2.3 Literature Research Methods
		2.4 Mathematical Statistics
		2.5 Logical Analysis
	3 Research Experiment of Intelligent Analysis System Based on the Governance of University Stadiums in the Era of Big Data
		3.1 System Design Principles
		3.2 Overall System Architecture
	4 Research and Analysis of the Intelligent Analysis System Based on the Governance of University Stadiums in the Era of Big Data
		4.1 Characteristics of the Intelligent System of College Gymnasium
		4.2 Intelligent System of University Gymnasium and Traditional Sports Management
	5 Conclusions
	References
Problems and Solutions of Big Data Technology in Intelligent Transportation Application—Take the City of Suzhou for Example
	1 Overview of Suzhou Intelligent Transportation Development
		1.1 Definition of Intelligent Transportation
		1.2 China’s Future Plan for Intelligent Transportation
		1.3 Development Status of Intelligent Transportation of Suzhou City
	2 Problems Existing in the Intelligent Transportation in Suzhou
		2.1 Traffic Management System Construction Problem
		2.2 Data Resource Sharing Problem
		2.3 The Problem of Talent Team Construction
	3 Solutions to the Existing Problems of Intelligent Transportation in Suzhou
		3.1 From the System Design Level: Promoting Connectivity and Developing Intelligent Transportation
		3.2 From the Technical Design Level: Integrating Information Resources and Realizing Data Sharing
		3.3 From the Personnel Training Level: Developing Skills Training and Training Traffic Management Talents
	4 Conclusion
	References
An Influence Factors of Ozone Pollution Based on BP Neural Network
	1 Introduction
	2 Methods
		2.1 Learning Process of BP Neural Network
	3 Network Design and Simulation
		3.1 Data Processing
		3.2 Network Design
		3.3 Predications Results and Evaluation
	4 Analysis of Impact Factors of Ozone Concentration
		4.1 Prediction Results Obtained by Changing Network Inputs One by One
		4.2 Analysis of Impact Factor of O3
	5 Conclusion
	References
Feasibility Study Report on Cloud Technology of High-Performance Self-Service Database
	1 Introduction
	2 Technical Support
	3 Expected Results
		3.1 Improving the Service Ability of Independent and Controllable Databases and Reducing the Cost of Purchasing Commercial Database and Operation and Maintenance
		3.2 Improving the Efficiency of Database Operation and Maintenance, and Reducing the Cost of Operation and Maintenance
		3.3 Ensuring Security of System Data and Reducing the Economic Loss Caused by Data Destruction
		3.4 Promoting the Application of Domestic Databases, Enhancing the Autonomous and Controllable Ability of Information Security, and Promoting the National Core Competitiveness
	4 The Analysis of the Research Status at Home and Abroad
		4.1 The Analysis of the Foreign Research Status
		4.2 The Analysis of Domestic Research Status
	5 The Analysis and Forecast of Development Trend
		5.1 Adopting Dynamic Resource Scheduling to Economize Resources and Use Them as Needed
		5.2 Fast Backup and Recovery of Big Data System in Cloud Environment
	References
Reform and Optimization of University Archives Management Under the Background of Big Data
	1 Introduction
		1.1 Background and Significance
		1.2 Related Work
		1.3 Main Content
	2 Research Methods of Reform and Optimization of University Archives Management Under the Background of Big Data
		2.1 Reform and Optimization Methods of College Archives
		2.2 Clustering Algorithm
	3 Research Experiment on Reform and Optimization of University Archives Management Under the Background of Big Data
		3.1 File Value Model
		3.2 Archive File Model
	4 Research and Analysis of Reform and Optimization of University Archives Management Under the Background of Big Data
		4.1 Importance Attached to File Management
		4.2 Optimization of University Archives Management
	5 Conclusions
	References
College Students’ Mental Health Analysis Based on Clustering Analysis Algorithm
	1 Introduction
	2 Clustering Analysis Algorithm and Mental Health of College Students
		2.1 Definition of Clustering Algorithm
		2.2 Definition of College Students’ Mental Health
	3 Cluster Data Standardization
	4 Discussion
		4.1 Analysis on the Characteristics of College Students’ Mental Health
		4.2 Steps of Data Mining
		4.3 Psychological Analysis Factors of College Students
		4.4 Significance of College Students’ Psychological Correlation Analysis
	5 Conclusions
	References
Computer Network Security Protection Strategy Based on Big Data
	1 Introduction
	2 BD and CN Security
		2.1 Basic Connotation of BD Era
		2.2 CN Information Security Under the Background of BD Era
	3 Experimental Ideas and Design
		3.1 Experimental Ideas
	4 Discussion
		4.1 Analysis of CN Security Protection Strategy in the Era of BD
		4.2 CN Security Protection Strategy in the Era of BD
	5 Conclusions
	References
Application of Artificial Intelligence in Clinical Nursing in Information Age
	1 Introduction
	2 Current Situation of Artificial Intelligence and Clinical Nursing Artificial Intelligence
		2.1 Artificial Intelligence
		2.2 Current Situation of Clinical Nursing Artificial Intelligence
	3 Application of Artificial Intelligence Technology in Clinical Nursing
	4 Discussion
		4.1 Application of Medical Artificial Intelligence
		4.2 Problems in Application of Artificial Intelligence Technology in Clinical Nursing
	5 Conclusions
	References
Network Security Optimization Method Based on Genetic Algorithm
	1 Introduction
	2 Network Security and the Characteristics of Genetic Algorithm
		2.1 Introduction to Computer Network Security
		2.2 Optimization Method of Computer Communication Network Security Based on Genetic Algorithm
	3 Experimental Ideas and Design
	4 Discussion
		4.1 Analysis of Network Security Optimization Strategy Based on Genetic Algorithm
		4.2 Network Security Optimization Strategy Based on Genetic Algorithm
	5 Conclusions
	References
Influence and Application of Digital Image Processing Technology on Oil Painting Creation in the Era of Big Data
	1 Introduction
	2 Method
		2.1 Big Data Technology
		2.2 Digital Image Processing Technology
		2.3 K-Means Algorithm
	3 Experiment
		3.1 Investigation and Research Method
		3.2 Literature Review Method
		3.3 Comparative Research Method
	4 Discussion
		4.1 Classification Experiment Results of Drawing and Shooting Images
		4.2 Classification Algorithm Based on HSV Space Color Number
		4.3 The Current Situation of Art Students in Colleges and Universities in China
		4.4 Inheritance and Innovation of Oil Painting Creation Art in Digital Era
	5 Conclusion
	References
The Enlightenment of German Applied University Education to China in the Information Age
	1 Introduction
	2 Characteristics of Education in German Applied Technology University
		2.1 Professors with Practical Experience in Social Work
		2.2 "Dual System” Teaching Mode
		2.3 Professional Internship
		2.4 Professional Setting Flexibility
	3 Enlightenment of German University of Applied Sciences to the Transformation of Chinese Applied Universities
		3.1 Cultivate Students with Information Literacy
		3.2 Establish a School-Enterprise Cooperation Guarantee Mechanism Led by the Government, the Main Body of the School and the Initiative of the Enterprise
		3.3 Create a “Double-Teacher and Dual-Ability” Teacher with Information Quality
		3.4 Take “Education and Practice” as an Important Part of School Classroom Teaching
	4 Conclusion
	References
Haptic Model and Reconstruction Technology Based on Data Analysis
	1 Introduction
	2 Haptic Force and Data Analysis
		2.1 Haptic Model and Haptic Representation Technology
		2.2 Data Analysis
	3 Experimental Design
	4 Analysis and Discussion of Experimental Results
		4.1 Performance Analysis of Common Models
		4.2 Performance Analysis of Haptic Model Based on Data Analysis
	5 Conclusions
	References
The Application of Intelligence-Based Dual PBL Teaching Model in Photography and Videography Courses
	1 Introduction
	2 The Teaching Modules and the Selection of Smart Platforms
		2.1 The Teaching Modules
		2.2 The Selection of Smart Platforms
	3 Application of Dual PBL Teaching Model Based on Intelligent Teaching in Photography and Videography Courses
		3.1 Problems and Solutions in the Photography and Videography Course
		3.2 Integration of Smart Teaching and Dual PBL Teaching Models
	4 The Test of the Effectiveness of the Intelligence-Based Dual PBL Teaching Module
	References
System Optimization Design of Legal Attribute of Intelligent Contract Under Block Chain Technology
	1 K-NN Algorithm in Cloud Environment
	2 Temporary Replication in Cloud Computing Environment
		2.1 Temporary Replication is Technical
		2.2 Temporary Replication is Temporary
		2.3 The Copy is Incomplete
	3 International Definition of Temporary Reproduction
	4 Definition of Legal Nature of Temporary Replication in Cloud Computing Environment
		4.1 Reproduction in the Sense of Copyright Law
		4.2 Temporary Reproduction Belongs to Reproduction in the Sense of Copyright Law
	5 Legislative Suggestions for Temporary Replication in Cloud Computing Environment
	6 Conclusion
	References
The Mathematical of Several Interpolation Algorithms for Control Optimization
	1 Introduction
	2 Polynomial Interpolation Algorithm
		2.1 Lagrange Polynomial Interpolation Algorithm
		2.2 Etkin Successive Linear Interpolation Algorithm
	3 Two Local Interpolation Methods Based on Multiple Quadratic Interpolation
	4 Ideas Embodied in Interpolation Algorithm
		4.1 The Idea of Lagrange Polynomial Interpolation Algorithm
		4.2 The Idea of Etkin's Successive Linear Interpolation Algorithm
		4.3 The Thought of Newton Difference Quotient Interpolation Algorithm
	5 Conclusion
	References
Random Forest Algorithm in Grass-Roots Management Platform of West China
	1 Introduction
	2 Big Data and Innovation of Grass Roots Governance System
	3 "Fengqiao Experience" Grass Roots Social Governance
	4 Big Data Platform Drives the Update of Basic Governance Tools
	5 Conclusions
	References
Design of Educational Information Management Platform in Deep Learning System
	1 Introduction
	2 The Changes Brought by Big Data for the Information of Ideological and Political Education
	3 The Model of Deep Learning Algorithm in Big Data
	4 Outstanding Advantages of Big Data Deep Learning System in Ideological and Political Education
		4.1 Calculation of Damping Ratio of Multi Degree of Freedom System
	5 Conclusion
	References
Construction of Educational Information System Model Based on BP Algorithm
	1 Introduction
	2 Dragonfly Algorithm
	3 Construction of Information Model of Ideological and Political Education Based on BP
	4 The Outstanding Advantages of Big Data in Ideological and Political Education
	5 Research on the Construction of Big Data Political Work
	6 Conclusions
	References
Clustering Algorithm for Systematic Analysis of Organic Solvent Gelatinized Organic Base Gelatin
	1 Experimental Method
		1.1 Raw Material
		1.2 Experimental Instruments and Test Conditions
		1.3 Synthetic Method
	2 Results and Discussion
		2.1 The Structure of 4 Gelation Factors
		2.2 Properties of Organic Gel
		2.3 Properties of Organic Gel
		2.4 Microstructure Study
	3 Physical Conditions for Forming Organic Gels
	4 Research on Common Technology of Organic Gel
	References
Calculation Method of Reasonable Water Injection Rate in Different Water Cut Periods of Bp Neural Network Flooding Oilfield
	1 Introduction
	2 Method Principle
	3 Strength Calculation
	4 Application Effect
		4.1 Forecast (Determine) the Reasonable Annual Water Injection Index
		4.2 Predict (Determine) the Reasonable Injection Production Ratio Index of Oilfield or Block
	5 Conclusions
	References
3D Landscape Generation System Based on Stereo Orthophoto Pairs
	1 Introduction
	2 Preprocessing and Spatial Location of Urban Original Remote Sensing Image
	3 Construction of Digital Elevation Model (DEM) and Generation of Orthophoto Pairs
	4 Software Design of 3D Landscape Generation
	5 Conclusions
	References
Sports Simulation and Video Analysis System for Physical Training
	1 Introduction
	2 Computer Aided Classroom Teaching
		2.1 Physical Education Practice Class
	3 Sports Simulation System Based on CAS
		3.1 Motion Data Capture
		3.2 Collection of Physiological, Biochemical and Psychological Data
		3.3 Action Repetition and Display
	4 Examination and Evaluation of Computer Aided Physical Education
	5 Conclusions
	References
Application of Computer Aided System in Basic Skill Training of Advanced Nursing
	1 Introduction
	2 Overall Goal of Courseware
	3 Teaching Features of Courseware
	4 Application Conditions of Multimedia CAI Technology
	5 Affine Transformation Candidate Frame
	6 Auxiliary Functions
	7 Conclusions
	References
System Evaluation Algorithm for Digital Media Art Talents
	1 Characteristics of Cloud Technology
	2 Problems in Traditional Education
	3 The Application of Cloud Education Technology in the Teaching Method of Computer Digital Media Art Design Major
		3.1 Establishing a Distributed Education Resource Network Based on Regional Scope
		3.2 Establish a Resource Construction Mode of “distributed Construction and Shared Use”
		3.3 Using MOOC and Other Online Teaching Modes
		3.4 Teaching Evaluation of Cloud Technology Science
	4 Epilogue
	References
Credit Certification System of Higher Vocational Education Based on Data Mining Technology
	1 Overview of Data Mining
		1.1 Concept of Data Mining
		1.2 Function and Process of Data Mining
	2 The General Situation of Credit Certification System in China’s Universities
	3 On the Implementation of Credit System Certification in Higher Vocational Colleges
		3.1 Option One
		3.2 Option Two
		3.3 Option Three
	4 Conclusion
	References
Genetic Algorithm Model and Simulation of Technological Innovation Capability System Evolution in Biopharmaceutical Industry
	1 A Review of Relevant Research
	2 Conceptual Model and Evolution Mechanism of Technological Innovation Capability System of Biopharmaceutical Industry Based on CAS Theory
		2.1 Composition of Technological Innovation Capability System of Biopharmaceutical Industry Based on Technological Innovation Process
		2.2 Analysis on System Evolution Mechanism of Technological Innovation Capability of Biopharmaceutical Industry
	3 Genetic Algorithm Model and Simulation of Technological Innovation Capability System Evolution in Biopharmaceutical Industry
		3.1 Basic Principle of Genetic Algorithm
		3.2 Genetic Algorithm Model of Technological Innovation Capability System Evolution of Biopharmaceutical Industry Based on Industrial Technology Innovation Process and Convention
		3.3 Research on Genetic Algorithm Model Simulation of Technological Innovation Capability System Evolution of Biopharmaceutical Industry
	4 Conclusion and Prospect
	References
Under the Mode of “Internet Plus”, Construction and Practice of Regional Intelligent Education Cloud Platform—Take E City’s Smart Education Cloud Platform Construction as an Example
	1 Inspiration of Internet Thinking to the Construction of a Cloud Platform for Regional Wisdom Education
	2 Architecture Design of Regional Intelligent Education Cloud Platform Based on Internet + model
	3 Function Design of Regional Intelligent Education Cloud Platform Based on Internet + Model
	4 Summary
	References
Design and Implementation of Data Mining Technology in Music Education Platform
	1 Introduction
	2 Data Mining Service Architecture Based on Cloud Computing
	3 Data Mining Service Based on Cloud Computing
	4 Data Mining Music Service Process Based on Cloud Computing
	5 Interactive Virtual Teaching Platform
	6 Conclusion
	References
Design and Application of Pre-school Music Teaching System in Moodle Platform
	1 Introduction
	2 Education Cloud Architecture and Data Mining Interactive System Architecture
		2.1 Education Cloud Architecture
		2.2 Data Mining Interactive System Architecture
	3 Analysis of Music Teaching Mode Based on Cloud Computing and Data Mining Technology
		3.1 Establishment of Music Resource Database
	4 Conclusion
	References
Improved SPRINT Algorithm and Its Application in Sports Health Data Analysis
	1 Related Work
	2 SPRINT Algorithm
		2.1 Algorithm Introduction
		2.2 Algorithm Implementation
	3 Experimental Verification
		3.1 Algorithm Verification
		3.2 Data Acquisition
		3.3 Experimental Analysis
	4 Conclusion
	References
Analysis of Computer Communication Network and Its Security Technology Framework
	1 Security Problems of Computer Communication Network at Present Stage
		1.1 The Core Technology Lacks Autonomy
		1.2 The Probability of External Attack is High
	2 Research on Computer Communication Network Algorithm
		2.1 VECMP Algorithm
		2.2 IGA—VECMP Algorithm
	3 Analysis of Computer Communication Network Security Technology Framework
		3.1 Using Data Encryption Technology
		3.2 Using Dynamic Monitoring and Static Detection Technology to Maintain Communication Network Security
		3.3 Regularly Scan the Virus and Monitor the System
	4 Conclusion
	References
Financial Management System for Undergraduate Innovation and Entrepreneurship Education Based on Grid Algorithm
	1 Application of Grid Algorithm
	2 On the Integration of Undergraduate Innovation and Entrepreneurship Education and Financial Management Education
		2.1 Integration FoundationReferences
		2.2 Fusion Design
	3 Design of Financial Management System
		3.1 System Architecture Design
		3.2 System Function Module Design
	4 System Implementation
	5 Conclusion
	References
The Cultural Consumption Analysis Platform of White Deer Original Tourism Culture Based on Genetic Algorithm
	1 Introduction
	2 Introduction of Genetic Algorithm
		2.1 Introduction to Genetic Algorithm
	3 Analysis of Tourists’ Cultural Consumption Behavior from the Perspective of Behavioral Economics
	4 Conclusion
	References
Automatic Layout Algorithm of Graphic Language in Visual Communication Design
	1 The Concept of Visual Communication
	2 Application of Visual Communication Design in Graphic Language
	3 Automatic Layout Algorithm of Graphic Language in Visual Communication Design
		3.1 Graphic Display Size and Position Calculation
		3.2 Graphic Language Description
		3.3 According to the Semantic Description of ASM
	4 Result Verification and Experiment Analysis
		4.1 Automatic Scheduling Algorithm Testing
		4.2 User Evaluation Results Test
	5 Conclusion
	References
Deep Learning for Image Processing in Traditional Medicine Cosmetology Surgery
	1 Introduction
	2 System Composition and Method
		2.1 System Composition
		2.2 Method
	3 Computer Processing Technology
		3.1 Overview of Computer Image Processing Technology
		3.2 Application of Bayesian MCMC Algorithm in Computer Image Processing
	4 Discussion
	5 The Effect of Computer Image Processing on Cosmetic and Plastic Surgeons
		5.1 Application of Computer Technology in Cosmetology Surgery of Traditional Chinese Medicine
		5.2 Feasibility Analysis of Clinical Application
	6 Conclusion
	References
Constructing the Management Mode System of College Education from the Perspective of BP Neural Network
	1 Introduction
	2 Characteristics of BP Neural Network Model
	3 Based on Grey Correlation Theory and BP Neural Network Model Algorithm
	4 Verification of the Management Mode of Ideological and Political Education in Colleges and Universities
	5 Conclusion
	References
Neural Network Algorithm for English Teaching Evaluation
	1 The Introduction
	2 Optimization of RBF Neural Network by Genetic Algorithm
		2.1 RBF Neural Network
		2.2 Genetic Algorithm
	3 Evaluation Model of English Teaching Quality
	4 Model Testing and Analysis
	5 Conclusion
	References
Information Feedback System for Multimedia Mobile English Teaching
	1 Analysis of Network Multimedia Teaching System
		1.1 Multimedia Technology
	2 The Function of Multimedia Teaching System in English Course
	3 Technical Support of Network Multimedia Teaching System
		3.1 B/S (Browser/Server)
	4 System Function Design
		4.1 Function Design of Student Module
		4.2 Web Feature Extraction
	5 Conclusion
	References
Ower Big Data Analysis Technology and Application Based on Cloud Computing
	1 Definition of Big Data and Cloud Computing and Their Impact on Power Grid Development
		1.1 Big Data
		1.2 Cloud Computing
		1.3 Significance of Power Grid Development Based on Cloud Computing Big Data
	2 Definition of Electric Power Data Expression System
	3 Big Data in Business Information of Electric Power Enterprises
	4 Power Big Data Analysis Technology and Application Based on Cloud Computing
		4.1 Power Big Data Analysis Technology Based on Cloud Computing
		4.2 Application of Power Big Data Analysis Technology Based on Cloud Computing
	5 Epilogue
	References
Cloud Computing for English Teaching Assistant Platform
	1 Definition of Cloud Computing
	2 The Necessity of Constructing English Teaching Auxiliary Website
	3 The Construction Principles of English Teaching Auxiliary Website
	4 Construction Process of English Teaching Website Based on Cloud Computing
	5 Conclusion
	References
Lossless Optical Color Image Encryption Algorithm Based on Fast Response Decomposition and Color Space Transformation
	1 Introduction
	2 HSI Color Space
	3 This Paper Presents a Lossless Encryption Algorithm for Optical Color Images
		3.1 Image Encryption Process
	4 Experimental Results and Analysis
	5 Conclusion
	References
Deep Learning for Dance Teaching System
	1 Overview of Digital Media Technology
	2 Overview of Sports System Simulation
	3 Motion Editing
		3.1 Algorithm Principle References
		3.2 Selection of Common Frame
		3.3 Related Action Arrangement
	4 Harmony of Sound and Dance
		4.1 Implementation of Audio and Video Synchronization Model
	5 Conclusion
	References
Economic Effect Evaluation of Tourism Enterprises′ Wechat Marketing Based on Fuzzy Algorithm
	1 Introduction
	2 Wechat Marketing Evaluation Index System of Tourism Companies
		2.1 Construction of Evaluation Index System
		2.2 Index System Weight
	3 Evaluation on the Effect of Tourism Company’s Wechat Marketing on Generalized Virtual Economy
		3.1 Fuzzy Comprehensive Evaluation Method
		3.2 Sample Data Source and Description Test
		3.3 Evaluation Results and Interpretation
	4 Optimization of Wechat Marketing Strategy of Tourism Companies
	5 Conclusion
	References
Student Card Consumption Behavior Based on Clustering Algorithm
	1 Introduction
	2 Related Research
		2.1 Research Status
		2.2 Analysis of Students’ Consumption Behavior
	3 Related Technologies
	4 Campus Card and Cloud Classroom Data Preprocessing
	5 Conclusion
	References
Application of Embedded TCPIP Protocol MCU Technology in Network Communication
	1 MOverview of Embedded TCP/P Protocol MCU Technology
		1.1 Concept and Characteristics of Embedded Protocol
		1.2 TCP/P Protocol Technology Embedded in MCU
		1.3 Working Principle
	2 Design of Embedded TCPIP P Protocol MCU Technology
		2.1 System Hardware Implementation
		2.2 Realization of System Software
	3 Design of TCP/P Protocol Stack Embedded in MCU
		3.1 ARP Protocol
		3.2 IP Agreement
		3.3 UDP Protocol
	4 Conclusion
	References
Self-healing Control System for Intelligent Distribution Network
	1 Introduction
	2 Key Technologies of Intelligent Distribution Network Self Healing Control System
		2.1 Self Healing Control Technology Based on Hierarchical and Partition Coordination
		2.2 Fast Simulation and Simulation Technology of Distribution Network
		2.3 On Line Intelligent Analysis and Decision Technology of Distribution Network Self-Healing Control
	3 Objective Functions and Constraints of Self-healing
		3.1 Objective Function
	4 Design of Self-healing Control System for Intelligent Distribution Network
		4.1 Function of Intelligent Distribution Network Self-healing Control System
		4.2 Self-healing Control System Architecture of Intelligent Distribution Network
		4.3 The Interface Design of Self-healing Control System of Intelligent Distribution Network
	5 Conclusion
	References
Intelligent Algorithm to Push the Platform Design of University Management System
	1 The Concept of Intelligent Algorithm
	2 Least Squares Support Vector Machine for Intelligent Algorithm
	3 Challenges of Ideological and Political Education in Colleges and Universities in the Algorithm Era
		3.1 Personalization of Algorithm Recommendation and Generalization of Traditional Ideological and Political Education
		3.2 Pan Entertainment of Algorithmic Media and Marginalization of Traditional Media
		3.3 The Concealment of Western Ideology Infiltration and Fragmentation of Mainstream Ideology Communication
	4 The Practical Approach of Intelligent Algorithm to Promote Accurate Ideological and Political Education in Colleges and Universities
		4.1 Algorithm Promotes the Precise Positioning of Ideological and Political Education
		4.2 Accurate Political and Ideological Education Algorithm
	5 Conclusion
	References
Education Management System with the S-BDMP
	1 Introduction
	2 The Relevance Between Big Data Era and Ideological and Political Education in Colleges and Universities
	3 Algorithms Applied to Big Data
	4 Practical Countermeasures for the Governance of Ideological and Political Education in Colleges and Universities in the Era of Big Data
		4.1 Consolidating the Status of Mainstream Values with Good Governance on the Internet
		4.2 Set up Special Institutions to Supervise the Rational Use of Personal Data of College Students
	5 Conclusion
	References
Genetic Algorithm for the Relationship Between Enterprise Knowledge Sharing and Corporate Culture
	1 Genetic Algorithm
	2 Knowledge Sharing and Culture
	3 Knowledge Sharing in Different Corporate Cultures
	4 Enlightenment to the Practice of Knowledge Sharing
		4.1 Networked Culture
		4.2 Common Corporate Culture
		4.3 Fragmented Corporate Culture
	5 Conclusion
	References
Time Frequency Analysis Algorithm of Human Heart Sound Signal in Intelligent Clothing
	1 Introduction
	2 Experimental Platform for Heart Sound Monitoring and Processing
	3 Analysis of Heart Sound Signal
	4 Conclusion
	References
A Knowledge-Driven Plant Landscape Intelligent Design Method
	1 Introduction
	2 Background
		2.1 Construction of Knowledge Graph
		2.2 Heuristic Layout Algorithm
		2.3 Community Design
	3 Model Building
		3.1 Construction of Database
		3.2 Heuristic Layout Algorithm Model
		3.3 Selection and Configuration of Community
	References
English Chinese Translation System Based on Feature Extraction Algorithm
	1 Introduction
	2 Feature Extraction Algorithm is Introduced
	3 Realization of Interactive English Chinese Translation
	4 Experiment and Result Analysis
		4.1 Experimental Setup
		4.2 Evaluating Indicator
		4.3 Using Data and Tools
		4.4 Contrast Test System
	5 Conclusion
	References
Kinetic Parameter Identification of Microbial Batch Fermentation Based on PSO Algorithm
	1 Introduction
	2 Parameter Identification Model of Batch Fermentation
		2.1 Multi Stage Dynamic System of Batch Fermentation
		2.2 Parameter Identification Model of Dynamic System
	3 Improved PSO Algorithm
		3.1 PSO Algorithm Concept
		3.2 Research on PSO Algorithm
	4 Example
	5 Conclusion
	References
Prediction and Guidance of Fertilizer Requirement in Different Growth Stages of Crops Based on Artificial Neural Network
	1 Current Situation of Agricultural Fertilization
	2 Principle of Artificial Neural Network BP Model
		2.1 Concept of BP Neural Network
		2.2 BP Algorithm Learning and Prediction
	3 Learning Algorithm of BP Neural Network Model
	4 BP Neural Network Was Used to Predict the Fertilizer Requirement of Cotton in Different Periods
	5 Experiment and Discussion
	6 Conclusion
	References
Improved Random Forest Algorithm in the Training of Civil Aviation Transportation Professionals with Higher Vocational Colleges
	1 Current Situation of Personnel Training of Civil Aviation Transportation Specialty in Higher Vocational Colleges
	2 RF (Random Forest) Algorithm
	3 Analysis of Random Forest Algorithm
	4 Improvement of RF Algorithm
		4.1 Basic Principle of Ant Colony Algorithm
	5 Application Research
		5.1 Data Sources and Data Processing
		5.2 Influence of Feature Selection on Algorithm Performance
		5.3 Performance Test of Fwrf Algorithm
	6 Conclusion
	References
Study on Comprehensive Evaluation and Early Warning Mechanism of Wetland Ecological Environment Based on Cloud Platform
	1 Overview of Cloud Platform Research
	2 Wetland Ecological Evaluation and Environmental Comprehensive Evaluation
		2.1 Research Method
		2.2 Selection and Establishment of Index System
	3 Study on Wetland Monitoring and Early Warning Mechanism
	4 Evaluation Methods of Ecological Early Warning Indicators
		4.1 Water Quantity
		4.2 Water Quality
		4.3 Eutrophication
	5 Classification of Ecological Changes
		5.1 Classification of Ecological Changes
		5.2 Hierarchical Response Mechanism
	6 Conclusion
	References
MapReduce for System Management Platform Design of Small and Medium-Sized Enterprises E-commerce Platform
	1 Big Data Platform
		1.1 Cart Decision Tree Algorithm in Big Data
		1.2 Spark Parallel Distributed Computing Architecture
	2 E-commerce Platform Ushers in New Development Opportunities in the Era of Big Data
	3 Outstanding Problems in the Development of E-commerce Platform
	4 Strategic Countermeasures to Promote the Development of E-commerce Platform Under the Background of Big Data
		4.1 Strengthen Big Data Analysis and Improve E-commerce Platform
		4.2 Innovation of E-commerce Service Mode with the Help of Big Data Analysis
		4.3 Strengthen the Data Security Management to Ensure the User Information Security
	References
MapReduce for University Education Work Platform with Cloud Computing Environment
	1 Introduction
	2 Concept and Meaning of Cloud Computing Technology
	3 Cloud Computing System Construction of Cloud Computing in Computer Data Processing
	4 Building a High Quality Team of Ideological and Political Teachers
	5 Giving Full Play to the Main Channel of Ideological and Political Education
	6 Conclusion
	References
Construction of the Evaluation Model of University Specialty Status Based on Hierarchical Dynamic Grey Correlation Analysis
	1 Overview of Grey Correlation Analysis
	2 The Principle and Steps of Grey Relational Analysis
		2.1 Principle
		2.2 Step
		2.3 The Role of Grey Correlation Analysis in the Evaluation of Colleges and Universities
	3 The Construction of the System Model of “Monitoring and Evaluating the Professional Status of Colleges and Universities”
		3.1 Function Orientation
		3.2 Index System
		3.3 Evaluation System
	4 Conclusion
	References
Medical Image Feature Extraction and Registration Algorithm Based on PCA
	1 Introduction
	2 Algorithm Design
		2.1 Principal Component Analysis
		2.2 Medical Image Registration
	3 Experiment and Analysis
		3.1 Training Sample
		3.2 Image Registration References
		3.3 Result Analysis
	4 Conclusion
	References
Improvement of PSO in Financial Risk Model
	1 Introduction
	2 Financial Risk System Model
	3 Improvement of Particle Swarm Optimization Algorithm
		3.1 Optimization of Inertia Weight
		3.2 Individual Position Variation Based on Improved Pigeon Colony Algorithm
	4 Experimental Simulation
	5 Conclusion
	References
The Reform of College Music Education Mode Based on Computer Delay Factor Algorithm Music Technology
	1 Introduction
	2 Brief Introduction of Collaborative Filtering Algorithm
		2.1 Memory Based Collaborative Filtering
		2.2 Model Based Collaborative Filtering
		2.3 Latent Factor Model
		2.4 Analysis of Algorithm Improvement Strategy
	3 Exploration of New Harmony Teaching Mode Based on Computer Potential Factor Model Music Teaching System
	4 Conclusion
	References
Effectiveness Evaluation of Business English Practice Teaching Based on Ant Colony Algorithm
	1 Introduction
	2 Rough Set Concept
	3 Ant Colony Optimization Algorithm
		3.1 The Basic Principle of the Algorithm
		3.2 Algorithm Process
	4 Teaching Evaluation Based on Ant Colony Algorithm
		4.1 The Importance of Evaluation Index Information
		4.2 Teaching Evaluation of Ant Colony Algorithm
		4.3 Case Application and Result Analysis
	5 Conclusion
	References
Application Analysis of Computer Application Technology in Project Management
	1 Introduction
	2 On the Role of Computer Application Technology in Project Management
		2.1 About the Content of Project Management
		2.2 Key Points of Project Construction and Management
		2.3 On the Development Direction of Project Management
	3 Work Procedure of Value Engineering
	4 Effective Application of Computer Application Technology in Project Management Stage
		4.1 Establishing Dynamic Management System
		4.2 Effective Application of Automation Software
		4.3 Project Quality Control and Application in Construction Stage
	5 Conclusion
	References
Hybrid Breeding Model and Method Based on Genetic Algorithm
	1 Introduction
	2 Genetic Algorithm
		2.1 General Flow of Genetic Algorithm
		2.2 Mathematical Formula of Genetic Algorithm
	3 Construction of PPC Model for Comprehensive Evaluation of Hybrid Combinations
		3.1 PP Method
		3.2 Modeling Steps of PPC Model for Comprehensive Evaluation of Hybrid Combinations
	4 Genome Shuffling Breeding
	5 Conclusion
	References
System Design Relationship Between Internal Accounting Control and Administration Management of Ants Colony Algorithm
	1 Objectives of Internal Accounting Control of Institutions
		1.1 Secure Fixed Assets and Optimize Resource Allocation
		1.2 Ensuring Compliance with Economic Activities and the Validity of Financial Information
		1.3 Eliminate Corruption and Improve Service Quality
	2 Existing Problems in the Internal Accounting System of Institutions
		2.1 Weak Institutional Awareness and Difficult Implementation
		2.2 The Professional Foundation is not Solid, the Post Establishment is Unreasonable
		2.3 Lack of Risk Assessment and Oversight
	3 Analysis on the Necessity of Administration of Institutions
		3.1 Coordinated Communication and Integrated Management
		3.2 Activate Work Enthusiasm and Improve Implementation Effectiveness
		3.3 Enhanced Oversight and Accelerated Development
	4 Strengthening Administrative Management Means and Optimizing Internal Accounting Control
		4.1 Sound Accounting Control System
		4.2 Strengthen Professional Knowledge and Enhance Awareness of Internal Control
		4.3 Enhanced Budget Management
		4.4 Internal and External Oversight Achieved
	References
Application of Data Mining Technology in Human Resource Market
	1 Analysis on the Situation of Human Resource Market
	2 Connotation of Data Mining Technology
	3 Personalized Talent Recommendation Based on Data Mining
		3.1 Content-Based Recommendations Are Early and Applied
		3.2 Recommendation Based on Collaborative Filtering
	References
Behavior Characteristics of Crosswalk in Traffic Thinking
	1 The Severity of Pedestrian Crossing at Will
	2 Cause Analysis of Pedestrian Crossing
		2.1 Focused Psychology
		2.2 Pedestrian Unhealthy Psychology
		2.3 Influence of Pedestrian Factors
		2.4 Related to Travel Purposes
		2.5 Related to Family Upbringing
	3 Solutions for Pedestrian Crossing
		3.1 Strengthening Traffic Safety Education
		3.2 Strengthening Road Control Measures
		3.3 Incentives and Penalties for Pedestrians
	References
The Block Chain for Transformation of Financial Accounting Electric Algorithm
	1 Definition of Financial and Management Accounting
		1.1 What is Management Accounting
	2 Differences and Linkages Between Financial and Management Accounting
		2.1 Differences Between Financial and Management Accounting
		2.2 Linkages Between Financial and Management Accounting
	3 The Need for Transformation in the Context of Big Data
		3.1 International Alignment
		3.2 Large Amount of Data, Unable to Process Quickly
		3.3 Artificial Intelligence Speeds Up Transformation
		3.4 Future Outlook Needs of Enterprises
	4 Transformation Pathways
		4.1 Transformation Through Changes in Financial Management Concepts
		4.2 Transformation Through Enhanced Financial Management System
		4.3 Transformation Through Enhanced Computer Applications
		4.4 Transformation Through Integration of Multiple Resources
	References
Construction of School Administration Platform Based on SAAS Model
	1 Information Development of School Administration
		1.1 Administrative Management Model is Lagging Behind
		1.2 Inadequate Data Security and Privacy Protection Systems
		1.3 Lack of High-Quality Information Technology Personnel in Universities
	2 SAAS Mode
		2.1 SAAS Model Profiles
		2.2 Advantages of SAAS Applications
		2.3 Status of SAAS Management
	3 Construction of SAAS Model School Administration System
	References
A Parameter Estimation Algorithm for Linear Frequency Modulated Continuous Wave Signal Based on Periodic Choi-Williams Hough Transform
	1 LFMCW Signals
	2 Periodic PCWH Conversion of LFMCW Signals
	3 Performance Analysis
		3.1 Improved Signal-To-Noise Ratio
		3.2 Accuracy Analysis of Parameter Estimation
	References
Research and Implementation of Art Pattern Design System Based on Fractal Method
	1 Background and Development of Fractal Theory
	2 Summary of Fractal Theory
		2.1 Production of Fractal Geometry
	3 Implementation of Fractal Graphics in Art Pattern Design
		3.1 Application of Fractal Graphics in the Art Field
		3.2 Application of Fractal Graphics in Image Software
		3.3 Application of Fractal Graphics in Social Sciences
		3.4 Application of Fractal Pattern Dress Pattern
	References
Research and Implementation of Secure Multicast Communication Algorithm Based on Chaos Neural Network
	1 Scientific Connotation of Chaotic Neural Network and Multicast Communication
		1.1 Chaotic Network
		1.2 Multicast Communications
	2 Application of Chaotic Neural Network Cipher Algorithm in Multicast Communication
	3 Concluding Remarks
	References
New Algorithm and Performance Analysis of Communication Signal Processing Under Stable Distributed Noise
	1 Generalized Gaussian Distribution and a Stable Distribution
	2 MIMO System Equilibrium in a Stable Distributed Noise Environment
		2.1 MIMO Technology
		2.2 Multi-User Constant-Mode Algorithm
		2.3 Fractional Low-Order Multi-user Constant-Mode Algorithm
		2.4 Quasi-Newton Fractional Low-Order Multi-user Constant-Mode Algorithm
	3 Steady-State Performance Analysis
		3.1 Low-Score Constant-Mode Algorithm
		3.2 Quasi-Newtonian Fractional Low Order Constant-Mode Algorithm
	References
Research on Performance Appraisal System of Middle-Level Managers in Analytic Hierarchy Process
	1 Scientific Connotation of Performance Management and Appraisal
		1.1 Adjustment of Staff Remuneration and Incentives
		1.2 Staff Promotion or Dismissal
		1.3 Develop the Potential of Employees and Enhance Their Comprehensive Literacy
	2 Analysis of AHP-FCE Assessment Methods
	3 Performance Appraisal of Middle-Level Managers in Enterprises
		3.1 Lack of Clarity in the Assessment System
		3.2 Unreasonable Assessment Indicators
		3.3 Ambiguous Assessment
		3.4 Feedback on Findings is not Timely
	4 Design Ideas of Performance Appraisal for Middle-Level Managers in AHP-FCE Law Enterprises
		4.1 Principles to Be Followed in the AHP-FCE Law Performance Appraisal System
		4.2 AHP-FCE Design of Performance Appraisal System
	References
Application of Cloud Computing in Dance Education
	1 The Concept of Cloud Computing
	2 Data Preprocessing of Cloud Computing
		2.1 Cloud Computing Data Processing Algorithm
		2.2 Experimental Proof
	3 Problems in School Dance Education
		3.1 Improper Methods of Active Classroom
		3.2 Blind Subject Synthesis, Ignoring the Characteristics of Dance Itself
		3.3 Over Using Multimedia Technology Teaching, the End of the Word
	4 Application of Cloud Computing in Dance Teaching
		4.1 Construction of a Large Scale Shared Wuzhao Scattered Education Resources Database
		4.2 Construction of Dance Online Teaching Platform with the Help of Cloud Computing
		4.3 Construction of Cloud Computing Dance Library
	5 Conclusion
	References
Practical Research on Artificial Intelligence and Internet of Things in Smart Home
	1 Introduction
	2 The Development Power of Smart Family
		2.1 The Popularity of Intelligent Devices
		2.2 Popularization of Internet of Things
	3 Research on Smart Home System Technology
		3.1 Wireless Communication Technology
	4 Machine Learning Technology
	5 Conclusion
	References
Sports Video Moving Object Detection and Tracking Technology Based on Hybrid Algorithm
	1 Introduction
	2 Image Preprocessing Method
		2.1 Grayscale Processing
		2.2 Image Enhancement
		2.3 Filtering Processing
	3 Overview of Tracking Algorithm
	4 Conclusion
	References
Risk Assessment Model for High-Yield Bond Investors in Data Mining
	1 Introduction
	2 Characteristics of Genetic Algorithm
	3 Expected Loss Rate Model
		3.1 Credit Risk Assessment Based on Genetic Algorithm
		3.2 Determinate Genetic Operator
	4 Conclusion
	References
Traffic Travel Generation Prediction Method Based on Ant Colony Algorithm
	1 Introduction
	2 Deficiency of Traffic Trip Generation Forecasting Method
	3 Application of Ant Colony Algorithm in Traffic Trip Generation Prediction
		3.1 Modeling of Ant Colony Algorithm
	4 Optimization and Modeling of Ant Colony Algorithm
		4.1 Optimization of Ant Colony Algorithm
		4.2 Comparative Analysis of Optimized Ant Colony Algorithm and Basic Ant Colony Algorithm
	5 Conclusion
	References
The Influence of the Development of Computer Music Information on Piano Education
	1 Introduction
	2 Application and Analysis of MIDI Music Technology in Piano Teaching
		2.1 Overview of MIDI Technology
		2.2 Visual Analysis of Piano Performance with Sequencer Software
	3 Analysis and Teaching of Multi Voice Piano Works by Using Music Drawing Software
	4 Conclusion
	References
The Experience of Computer Music Technology Reform in Music Education Mode
	1 Introduction
	2 Data Mining Service Architecture Based on Cloud Computing
	3 Data Mining Service Based on Cloud Computing
	4 Data Mining Music Service Process Based on Cloud Computing
	5 Interactive Virtual Teaching Platform
	6 Conclusion
	References
Application of EM and MCMC Algorithm in Multi Source Incomplete Time Series Data
	1 Introduction
	2 Application of MCMC Algorithm in GARCH (1,1) Parameter Estimation
		2.1 Gibbs Sampling Method
		2.2 EM Algorithm
	3 Data Preprocessing for Information Mining and System Modeling
	4 Research on Multi Dimension Dynamic Data Mining Model
	5 Conclusion
	References
Parallel Algorithm of Digital Image Processing Based on GPU
	1 Introduction
	2 GPU Architecture and CUDA Programming Platform
		2.1 Brief Introduction of GPU Development
		2.2 CUDA Programming Platform
	3 Acceleration of Digital Image Processing Algorithm Based on GPU
	4 CUDA Call Based on MATLAB
	5 Conclusion
	References
Study on the Influence of Automatic Layout of Graphic Language on Visual Communication Design
	1 Visual Communication Design and Graphic Language
		1.1 Combination of Visual Communication Design
		1.2 Features of Graphic Language
	2 Problems of Visual Communication Design and Lack of Graphic Language
	3 Algorithm Automatic Programming of Graphic Language
		3.1 Description of the Graphic Language
		3.2 Grammatical Description
		3.3 ASM and Automatic Orchestration
	4 Experimental Results and Analysis
		4.1 Test Results
		4.2 Test Results for Different Populations
	References