Foreword
Organization
Contents
Application of Big Data Technology in Enterprise Financial Management
1 The Connotation of Big Data and Its Application Background in Financial Management
2 The Impact of Big Data on Corporate Financial Management
3 Problems in Enterprise Financial Management Under the Background of Big Data
4 The Strategy of Financial Management Level in the Context of Big Data
References
Anomaly Detection Algorithm of Power Equipment Operating Environment Monitoring Images
1 Introduction
2 Technology Development Status Based on Image Abnormal Detection and Monitoring of Power Equipment
3 Analysis of Power Monitoring Image Abnormal Detection Algorithm
3.1 Person Identification
3.2 Cable Break Detection
4 Fire Detection
5 Conclusion
References
Application of Artificial Intelligence Technology in Electrical Automation Control
1 Introduction
2 Overview of AI Technology
3 The Advantages of AI Technology Applied to Electrical Engineering Automation
3.1 Convenient Operation and High Efficiency
3.2 Less Affected by External Factors
3.3 Improve the Automation Performance of Equipment
4 Application of AI Technology in Electrical Engineering Automation
4.1 Electrical Engineering Design Technology
4.2 Electrical Engineering Automation Control Technology
4.3 Fault Diagnosis Technology
4.4 Application in Power System
5 Conclusion
References
Research on the Boundary and Extension of Network Publishing in Network Culture
1 Introduction
2 Common Commercial Activities of Network Culture
2.1 Network Literature
2.2 Network Audio-Visual Services
2.3 Online Games
2.4 Online Advertising
2.5 Network News
2.6 Network Animation
2.7 Online Education
3 Common Commercial Activities of Online Publishing
3.1 Online Public Publishing
3.2 Online Academic Publishing
3.3 Online Education Publishing
4 Convergence of Network Commercial Activities
4.1 The Boundary Between Network Publishing and Other Network Commercial Activities
4.2 Boundary Extension of Network Publishing
5 Conclusion
References
Denoising 3D Metallic Deposits Seismic Data of Ashele Mining Camp by a Combined Domain Strategy
1 Introduction
2 Analysis on Data
2.1 Acquisition Geometry
2.2 Time and Frequency Analysis
2.3 Apparent Velocity Analysis
3 Denoising
3.1 Timeâfrequency Domain
3.2 Frequency-Wavenumber Domain
3.3 Time-Slowness Domain
3.4 Curvelet Domain
3.5 Denoising Results
4 Conclusions
References
Simulation Study on Layout Optimization of Urban Public Charging Infrastructure Based on Electric Vehicle Charging Demand
1 Introduction
2 Optimal Layout Calculation
2.1 Main Calculation Logic
2.2 Key Factors
2.3 Charging Demand Algorithm
3 Charging Demand Simulation
3.1 Road Network Information Simplification and Traffic Simulation
3.2 Data Sources and Sample Size
3.3 Scenario and Parameter Settings
3.4 Simulation Results and Conclusions
4 Construction Layout Design Optimization
4.1 Construction Proportion
4.2 Spatial Distribution
5 Conclusion
References
Research on Urban Spatial Structures in Enclave-Type Regions Based on Urban GravityâTaking Jingyuan County as an Example
1 Introduction
2 Research Regions and Research Methods
2.1 Research Regions
2.2 Research Methods
2.3 Research Data
3 Research on Spatial Structures Based on Urban Gravity
3.1 Trend Characteristics of Urban Spatial Structures
3.2 The Organizational Characteristics of the Urban Spatial Structures
3.3 Interactive Characteristics of the Urban Spatial Structures
4 Conclusion
References
The Research on Personal Information Security Protection in Big Data Era
1 Introduction
2 Overview of AI
3 Internet Personal Information Security Issues in Big Data Era
3.1 Insufficient Information Security Literacy of Citizens
3.2 Lack of Personal Information Security Supervision
3.3 Irregular Use of Internet Data
3.4 The Network Platform Has Large Security Vulnerabilities
4 Measures of Personal Information Protection in Big Data Era
4.1 Research and Development of Supporting Increasing for Information Security and Privacy Protection Technology
4.2 Awareness Enhancing of Private Information Protection
4.3 Supervision and Management Attention of Big Data and Privacy Protection
4.4 Continuously Improve the Legal System
5 Conclusion
References
The Application of Computer Communication Technology and Electronic Information in Artificial Intelligence Field
1 Introduction
2 Overview of AI
2.1 Characteristics of AI
2.2 The Important Role of AI
3 The Characteristics of Computer Communication Technology and Electronic Information Technology
4 The Relationship Between AI and Electronic Information Technology
5 The Communication Technology and Electronic Information Application in AI
5.1 Computer Communication Technology and Electronic Information Application in AI Driving
5.2 The Computer Communication Technology and Electronic Information Technology Application in Network Intelligent Management
5.3 The Computer Communication Technology and Electronic Information Application in Network Intelligence Security
6 Conclusion
References
The Research on Optimization Strategy of Wuhan Tourism Transportation System Under the Background of Smart Tourism
1 Introduction
2 Overview of Smart Tourism
3 Problems of Tourism Transportation in Wuhan's Tourism Economy
3.1 The Function of Tourism Transportation Construction Project is Insufficient
3.2 Imbalance of Transportation Facilities Planning
3.3 Transportation Construction Lags Behind the Development of Tourism Economy
3.4 The Travel Safety and Service Quality of Tourism and Transportation Construction Need to Be Improved
4 Strategies to Optimize Wuhan's Tourism Transportation System
4.1 Ticket Booking System and Access Control System
4.2 Smart Parking Guidance Service for Parking Spaces
4.3 Automatic Charging Service
4.4 Traffic Information Collection System
4.5 Smart Transportation Requires Emergency and Safety Systems
4.6 Traffic Information Detection System
5 Conclusion
References
The Application of Computer Communication Technology in Electronic Information Engineering
1 Introduction
2 Basic Theory
2.1 The Concept of Computer Communication Technology
2.2 The Concept of EIE
3 The Connection Between Computer Communication Technology and EIE
4 The Application of Computer Communication Technology in EIE
4.1 Technical Equipment Development
4.2 The Computer Communication Technology Application in the Security of EIE
4.3 Realize Signal Processing
4.4 Computer Communication Technology Application via Wide Area Network
5 Conclusion
References
Numerical Study of Lateral Bearing Capacity of Conical Composite Pile Based on Data Analysis
1 Introduction
2 Methodology
2.1 Test Schemes
2.2 Properties of the Model
2.3 Computational Procedure
3 Simulated Results and Analysis
3.1 Load Displacement Curve
3.2 Displacement Comparison
4 Conclusion
References
Coupling Model of Adsorption Capacity-Temperature-Pressure and Its Prediction for Methane Adsorption on Coals
1 Introduction
2 Experiment Section
2.1 Coal Samples
2.2 Isothermal Adsorption Experiment
3 Results and Discussion
3.1 Adsorption Equilibrium Behaviors
3.2 Adsorption Characteristic Curve
3.3 Coupling Model of Adsorption Capacity-TemperatureâPressure
3.4 Application of Coupled Adsorption Model to Dark Lignite and Meta-anthracite
3.5 Prediction Method of Adsorption Capacity
4 Implications for CBM Exploration and Production
5 Conclusion
References
The Application and Development of Network Technology in College Physical Education
1 Introduction
2 Basic Concepts of the Internet
3 Features and Benefits of the Internet
3.1 Internet Information Exchange Is not Restricted by Space
3.2 Information Exchange Is Time-Domain, and the Update Speed Is Fast
3.3 The Use Cost of Information Exchange Low
4 The Network Technology Application in College Physical Education
4.1 The Micro-classes Application in Physical Education
4.2 The New Media Technology Application in Physical Education
4.3 Standard Technical Action Videos Are Introduced into Physical Education Teaching
4.4 The Video Recording Technology Application in Physical Education
4.5 The Artificial Intelligence Technology Application and Wearable Devices in Physical Education
5 Conclusion
References
The Practical Research on the Teaching Reform of College Sports Information in the âInternet+â Era
1 Introduction
2 The Basic Connotation of âInternet+â
3 The Positive Significance of Internet Information Technology to College Physical Education
3.1 Promoted the Expansion of College Physical Education Content
3.2 The Lack of Physical Education in Universities to a Certain Extent
4 The Status Quo of Physical Education in Chinese Universities
4.1 Lack of Information Teaching Awareness
4.2 The Proportion of Sports Information Teaching Is Low
4.3 Teachers Lack the Awareness of Applying Information Technology
4.4 Incomplete Information Teaching Infrastructure
5 The Reform of College Sports Information Teaching in the âInternet+â Era
5.1 Building an Information Network
5.2 Building an Informatization Evaluation System
5.3 The Internet Promotes Innovation in College Physical Education Teaching Methods
5.4 The Internet Helps Universities Establish a New Model of Physical Education
5.5 Information Literacy and Informatization Ability Improved
6 Conclusion
References
The Cultivation Research of Management Accounting Talents in Universities Under the Background of Artificial Intelligence
1 Introduction
2 Overview of AI
3 Changes in the Demand for Accounting Talents Under the Background of AI
3.1 The Decline in Demand for Talents in Basic Accounting Positions
3.2 Increasing Demand for Accounting Talents for New Positions
3.3 The Shortage of High-Level Management Accounting Talents
4 The Innovation of Accounting Talent Training Model Under the Background of AI
4.1 Update Educational Concepts and Cultivate Studentsâ International Vision
4.2 Improve the Quality of Professional Teachers
4.3 Improve the Curriculum System
4.4 Optimize Teaching Methods
4.5 Improve the Evaluation System
5 Conclusion
References
Design and Management of Studentsâ Homework of Advanced Mathematics Based on Online Teaching
1 Introduction
2 Research Background
3 Online Homework and Requirements
3.1 The Operability of Online Homework
3.2 General Requirements for Online Homework
3.3 Types of Online Homework
4 Homework Design and Management
4.1 Design and Management of Homework Before Class
4.2 Design and Management of Classroom Assignments (Classroom Exercises)
4.3 Design and Management of Homework After Class
4.4 Design and Management of Unit Work
5 Conclusion
References
The Application of Computer Information Technology in Environmental Analysis
1 Introduction
2 The Significance of Applying Computer Information Technology to Environmental Analysis
3 The Application of Computer Information Technology in Environmental Analysis
3.1 The Application of GIS Technology in Environmental Analysis
3.2 Realize the Technologicalization of the Environmental Quality Monitoring System
3.3 Realize the Automation of Environmental Analysis Communication and Evaluation
3.4 Realizing the Real-Time Transmission of Environmental Analysis Information
3.5 Realize the âDigitizationâ of Environmental Analysis Engineering
4 Conclusion
References
Evolution Characteristics of the Urban Spatial Pattern of Enclave-Type Regions Based on Data Analysis Technology
1 Introduction
2 Research Basis
2.1 Research Area
2.2 Research Methods
2.3 Research Data
3 Evolution of Urban Spatial Pattern
3.1 Evolution of Urban Quality Spatial Pattern
3.2 Evolution of Urban Population Spatial Pattern
3.3 Evolution of Urban Economy Spatial Pattern
4 Conclusion
References
The Application of Internet in the Educational Management of College Students
1 Introduction
2 The Status Quo of Education Management in Universities
2.1 The Concept is Relatively Backward
2.2 Educational Management Under the Traditional Model is Restricted
2.3 Insufficient Quality of Education Management Personnel
2.4 Simplification of Resource Acquisition Channels
3 The Connotation of College Education Management in the Internet Age
4 The Application of the Internet in the Education and College Studentsâ Management
4.1 Innovative Management Concepts
4.2 Innovative Management Model
4.3 Establish an âInternet+â Student Management Platform
4.4 Innovate Student Ideological and Political Education Model
4.5 Innovative Teacher-Student Relationship
5 Conclusion
References
The Research on Cultural Communication Path Based on Big Data Analysis Technology
1 Introduction
2 Large-Scale Audience for Online Cultural Communication
3 Characteristics of Internet Culture Communication
3.1 The Discrete Nature of the Communication Organization
3.2 Imbalance of the Target of Communication
3.3 Transformation of the Object
3.4 Commodity Is Greater Than Cultural
4 Big Data Methods and Cultural Communication Innovation
5 Cultural Communication Path Based on Big Data Analysis Technology
5.1 Change the Way of Thinking
5.2 Change Analysis Model
5.3 Change the Direction of Conclusion
5.4 Application of Traditional Paper Media
5.5 Emphasize the Power of Micro-communication Platforms
5.6 Target Audience Accurately
6 Conclusion
References
The Innovative Application of âSupply Chain + Agricultureâ in Hunan Agriculture from the Internet Perspective
1 Introduction
2 Operation Status of Agricultural Product Supply Chain in Hunan Province
2.1 Operation Model of the Main Agricultural Product Supply Chain
2.2 Agricultural Supermarket Docking Mode
2.3 A Supply Chain Model Led by the Wholesale Market
3 The Significance of Internet Supply Chain to Agricultural Development
3.1 Promote Agricultural Restructuring and Reduce Agricultural Production Costs
3.2 Promote the Transformation from Traditional Agriculture to Knowledge-Based Agriculture
3.3 Promote the Development of Agriculture in the Direction of Ecological Agriculture and Sustainable Agriculture
4 The New Model of Hunanâs Agricultural Product Supply Chain Under âInternet+â
4.1 A New Model Led by Third-Party Logistics
4.2 A New Model Led by E-Commerce Platforms
5 Conclusion
References
Research on the Development of Modern African Legal Culture Based on Data Analysis
1 Introduction
2 African Customary Law and Its Characteristics
3 Data Analysis of the Development of African Legal Culture in Africa
3.1 Formally Expressed as âOral African Lawâ
3.2 Spiritually Reflects the Special Values of Africans
3.3 The Connotation Is Mainly the Norms of Civil Law
3.4 The Prevailing Method of Divine Judgment in Litigation
4 Conclusion
References
Characteristics of Energy Consumption and Energy Saving Potentiality of Hotel Power System Based on Big Data of Electrical Power
1 Introduction
2 Method
2.1 Construction of Energy Consumption Standard for Economic Hotels
2.2 Energy Saving Potential of Economic Hotels
3 Experiment
3.1 Data Source
3.2 Characteristics of Energy Saving and Renovation Hotel
4 Discussion
4.1 Energy Saving Renovation Plan and Energy Saving Potential Analysis of Hotel Lighting
4.2 Analysis of Measures to Improve Energy Saving Rate
5 Conclusion
References
Artificial Intelligence Random Forest Algorithm and the Application
1 Analysis on Random Forest Algorithm
1.1 Classification Effect Index
1.2 Generalization Error
2 The Application of Artificial Intelligence Random Forest Algorithm
2.1 Support Vector Machines (SVM)
2.2 Algorithm Flow
2.3 Support Vector Machine Random Forest Algorithm
2.4 Experimental Results and Analysis
3 Conclusion
References
Optimization Path of Coal Equipment Management Based on Information System from the Perspective of Large Data Consumption
1 Introduction
2 Current Status of Construction and Operation of Coal Equipment Management Information System
3 Problems in the Design and Operation of the Current Equipment Management Information System
3.1 Failure to Truly Achieve the Goal of Integrated Financial and Equipment Management
3.2 The Friendliness and Convenience of the Operation Interface Design Are Not Well Considered
3.3 Difficult to Meet the Individualized Management Needs of Grassroots Departments
3.4 Inconsistent Data Standards Cause Difficulties in Connecting the Old and New Systems
3.5 The Fidelity of System Data Needs to Be Further Improved
3.6 Insufficient Development and Utilization of System Decision Support Functions
4 Optimize the Strategic Path of the Current Coal Equipment Management Information System
4.1 Make a Mid- and Long-Term Overall Plan for Continuous Improvement of Information Systems
4.2 Increase the Development and Application of Decision Support Systems
5 Conclusion
References
Power Marketing Inspection and Anti-stealing Power Based on the Clustering and Correlation Analysis
1 Introduction
2 Clustering and Correlation Analysis in Power Marketing Audit
3 Power Marketing Audit Method Based on Clustering and Correlation Analysis
3.1 Carry Out Data Source Model Design
3.2 Conduct Power Marketing Audit
4 Research on the Anti-stealing Operation
4.1 Anti-theft Operation Method
4.2 Countermeasures Against Electricity Theft
5 Conclusion
References
Testing Methods of Computer Software
1 An Overview of Software Testing
2 Testing Methods for Computer Software
2.1 Program Misclassification
2.2 Classification for Error Level
2.3 Tests for Black Box and White Box
3 Testing Procedures of Computer Software
3.1 Unit Testing
3.2 Integration Testing
3.3 System Testing
3.4 Acceptance Testing
4 Conclusion
References
Application of Data Processing Analysis in Microbial Identification of Fermented Food
1 Introduction
2 Application of Data Processing Analysis Method in Identification of Microorganisms in Fermented Food
2.1 The Overall Design of Identification Methods for Microorganisms in Fermented Food with Data Processing and Analysis
2.2 Measurement of Microbial Diversity in Fermented Foods
2.3 Screening of Microorganism in Fermented Food
2.4 Identification of Microorganisms in Fermented Foods
2.5 Analysis and Processing of Identification Results
3 Conclusion
References
Data Architecture of Monitoring Platform for Marketing Operation Under Smart Grid
1 The Framework Design of Monitoring Platform
2 Design of Monitoring System
2.1 Monitoring and Analysis Module
2.2 Scheduling and Plan Module
2.3 Data Collection Module
2.4 Fault Diagnosis Module
3 System Verification
4 Conclusion
References
Volatility Modeling of S&P500 Returns: A Comparative Study of GARCH Family Models and VIX
1 Introduction
2 Research Method
2.1 Models
2.2 Order Determination
2.3 Testing
2.4 Data
3 Results
3.1 S&P500 and VIX
3.2 Model Selection
3.3 Numerical Accuracy
3.4 Diagnostic Testing
3.5 Comparison Between GARCH and VIX
4 Conclusion and Limitations
References
Review on the Lightweight Materials for Robots in Coal Mine
1 Introduction
2 Lightweight Flameproof Shell Material for Coal Mine Robot
3 Lightweight Metal Structural Materials of Robots in the Coal Mine
4 Lightweight Transmission Materials of Robots in the Coal Mine
5 Conclusion
References
Optimization of Management and Control Strategy of Security Vulnerabilities in Power Monitoring System
1 Power Monitoring System
2 Management and Control Strategy of Security Vulnerability
2.1 Vulnerability Scanning
2.2 Verification and Confirmation
2.3 Security Rating
2.4 Vulnerability Elimination and Defect Elimination Retest
2.5 Registration and Warehousing
3 Conclusion
References
Application of Operations Research Models and Algorithms in Intelligent Logistics System Parks
1 Intelligent Logistics System Park
2 Relationship Between Logistics and Operations Research
2.1 Contents of Operations Research
2.2 Characteristics of Operational Research
2.3 Mathematical Model of Operations Research
2.4 Procedures Operational Research
3 The Application of Operations Research Models and Algorithms in Intelligent Logistics System Parks
3.1 Vehicle Routing and Its Model
3.2 Loading and Dynamic Planning
3.3 Work Sequencing Model of Circulation Processing
3.4 Inventory Optimization Model
4 Application Effect of Operational Research Model and Algorithm in Intelligent Logistics System Park
5 Conclusion
References
Software Proof Security Mechanism Based on Internet of Things Network Security
1 Introduction
2 Software Security Mechanisms in the IoT
2.1 IoT Network Security
2.2 Security Mechanism Algorithm
3 Design of the Experiment
3.1 Experimental Background
3.2 Experimental Design
4 The IoT and Software Prove Security Mechanisms
5 Conclusions
References
Research on the Competitiveness of Thailand Golf Tourism Industry Based on Big Data
1 Introduction
2 Research Method of Thailand Golf Tourism Competitiveness Analysis Based on Big Data
2.1 Big Data Technology
2.2 Analysis on the Competitiveness of Golf Tourism in Thailand
3 Experimental Correlation Analysis
3.1 Experimental Background
3.2 Experimental Design
4 Discussion
4.1 Research Status of Thailand Golf Tourism Competitiveness Analysis Based on Big Data
4.2 Suggestions on Research and Development of Thailand Golf Tourism Competitiveness Analysis Based on Big Data
5 Conclusions
References
Simulation and Research of Multi-machine Automatic Stamping Production Unit Based on Robot
1 Introduction
2 Methods
2.1 Realization of Simulation Path Between Unit and Multiple Punch Production Units
2.2 Kinematics Analysis and Modal Analysis of Collaborative Production Unit Robot
3 Experiments
4 Results and Discussion
5 Conclusion
References
Application of Internet of Things Technology in Artificial Intelligence Image Detection System
1 Introduction
2 IOT and Image Detection
2.1 IOT Technology
2.2 AI Image Detection Systems
3 Design of the Experiment
3.1 Experimental Background
3.2 Experimental Design
4 IOT in Image Detection
4.1 Analysis of the Application of IOT Technology in AI Image Detection System
4.2 Suggestions on the Application of IOT Technology in AI Image Detection System
5 Conclusions
References
A Review of Computer Technology in TCM Transmission and the Teaching of TCM Translation
1 Introduction
2 Discussion of Research on TCM Transmission and the Cultivation of TCM Translation Talents Based on Computer Technology
2.1 The Application of Corpus
2.2 The Application of Internet and Network Platform
2.3 The Cultivation of TCM Translation Talents with Computer-Aided Translation
3 Conclusion
References
Intrusion Detection Technology of Internet of Vehicles Based on Deep Learning
1 Introduction
2 Research on Intrusion Detection Technology for Internet of Vehicles Based on Deep Learning
2.1 Commonly Used Deep Learning Models
2.2 DBN Algorithm Basis
2.3 The General Architecture of Network Intrusion Detection the Main Component of the NIDS General Model
3 Experimental Research on Intrusion Detection Technology for Internet of Vehicles Based on Deep Learning
3.1 Experimental Environment
3.2 Experimental Data Collection
4 Experimental Research and Analysis of Intrusion Detection Technology for Internet of Vehicles Based on Deep Learning
4.1 Validity Verification
4.2 Experimental Analysis of Important Parameters
5 Conclusions
References
The Development of Financial Intelligence Driven by Financial Technology in the Background of Artificial Intelligence
1 Introduction
2 Intelligent Finance and the Application of Artificial Intelligence in China's Financial Field
2.1 Intelligent Finance
2.2 Application of Artificial Intelligence in China's Financial Field
3 Investigation and Analysis on the Development of Financial Intelligence Driven by Financial Technology
4 Discussion
4.1 Research and Analysis on Financial Technology
4.2 Advantages of Internet Finance
5 Conclusions
References
Analysis of Human Factors in Hazardous Chemical Storage Accidents Based on HFACS and Bow-Tie Model
1 Introduction
2 Human Factor Analysis Model of Hazardous Chemical Storage Accident
3 Case Study
3.1 Accident Description
3.2 HFACS Analysis
3.3 Bow-Tie Analysis
4 Conclusion
References
Research on the Control System of Intelligent Discrimination of Electricity Stealing and Omission
1 Introduction
2 Algorithm Establishment
2.1 Current Source of Stealing Power Based on Addition
2.2 Algorithm of Electricity Omission Control System
2.3 Digital Circuit System
2.4 Determination of the Number of BP Neural Network for Electric Theft Detection Algorithm
3 Modeling Method
3.1 Construction of Improved BP Neural Network Model
3.2 Actual Model Based on Comparative Equivalent Circuit
4 Evaluation Results and Research
4.1 The Relationship Between the Amount of Electricity Theft and Current
4.2 Electricity Theft Protection Measures Based on the Control System of Intelligent Discrimination of Electricity Stealing and Omission
5 Conclusion
References
Ancient Literature and Art Based on Big Data
1 Introduction
2 Big Data and Ancient Literature
2.1 Big Data
2.2 The Internal Relationship Between Big Data and Ancient Literature Research
3 Research Methods of Ancient Literature
4 Ancient Literature and Art
4.1 Analysis of the Artistic Characteristics of Ancient Chinese Literature
4.2 Ranking Analysis of Ancient Literature Research
4.3 Comparative Analysis of Painting, Calligraphy and Literature in Ancient Literature
5 Conclusions
References
Analyze Ming and Qing Literature Under Big Data Technology
1 Introduction
2 Big Data Technology Ming and Qing Literary Research Methods
2.1 Big Data Technology
2.2 Ming and Qing Literature
2.3 Little Reading Thinking
3 Big Data Technology Algorithm Improvement Experiment
4 Big Data Technology Research Ming and Qing Literary Analysis
4.1 Analysis of the Impact of Big Data Technology on the Development of Ming and Qing Literature
4.2 Analysis of the Advantages of Ming and Qing Literature Under Big Data Technology
4.3 Evaluation and Analysis of Big Data Technology
5 Conclusions
References
Training Strategy of China's New Industrial Workers Based on Big Data
1 Introduction
2 Training Strategy Design of China's New Industry Workers Team Based on Big Data
2.1 China's New Industrial Design Under Big Data
2.2 Training Strategy Design of New Industrial Workers in China
2.3 Research and Design of Training Strategy for Workers in New Industries
3 Experimental Research on the Training Strategy of China's New Industrial Workers Under Big Data
3.1 Experimental Study on the Cultivation of New Industrial Workers
3.2 Experimental Study on the Matching of Workers in New Industries
3.3 Experimental Research on the Training Strategy of New Industry Workers Under Big Data
4 Experimental Analysis on the Training Strategy of China's New Industrial Workers Based on Big Data
4.1 Experimental Analysis on Training Strategy of New Industry Workers
4.2 Experimental Analysis on the Training of New Industrial Workers in China
5 Conclusions
References
Development Trend of Enterprise Human Resource Management Driven by Big Data
1 Introduction
2 Development Design of Enterprise Human Resource Management Driven by Big Data
2.1 Enterprise Human Resource Management Development Design
2.2 Enterprise Human Resource Management Design Driven by Big Data
3 Experimental Research on the Development of Enterprise Human Resource Management Driven by Big Data
3.1 Experimental Research on Human Resource Management Development
3.2 Experimental Research on Human Resource Management Driven by Big Data
3.3 Experimental Research on the Development Mode of Human Resource Management
4 Experimental Analysis on the Development Trend of Enterprise Human Resource Management Driven by Big Data
4.1 Experimental Analysis of Enterprise Human Resource Management Driven by Big Data
4.2 Experimental Analysis on the Development of Enterprise Human Resource Management
5 Conclusions
References
Teaching Idea Reform and Regulation Innovation of Economic Law Course Based on Big Data Technology
1 Introduction
2 Teaching Idea Reform and Regulation Innovation of Economic Law Course Based on Big Data Technology
2.1 The Composition and Main Characteristics of the Concept of Economic Law
2.2 The Reform of Economic Law Concepts in the Era of Big Data
2.3 Reform of Teaching Ideas and Innovation of Regulations in the Course of Economic Law
2.4 Research on Decision Tree Algorithm
3 Experiments on the Reform of Teaching Ideas and Regulation Innovation of Economic Law Courses Based on Big Data Technology
3.1 Experimental Object Selection and Research Methods
3.2 The Purpose of Using the Online Teaching Platform Under Big Data
4 Discussion on Reform of Teaching Ideas and Regulation Innovation of Economic Law Course Based on Big Data Technology
5 Conclusion
References
Cake Customization System Based on Unity3d
1 Introduction
2 System Design
3 Development Process of Stand-Alone System
4 System Key Technologies
4.1 Gesture Operation
4.2 Dynamic Loading
5 Conclusion
References
Design and Inheritance of Iron Painting Intangible Cultural Heritage Based on Modern Information Technology
1 Introduction
2 Feature of Iron Painting Intangible Cultural Heritage Design Style
3 Iron Painting Design and Inheritance Method Based on Modern Information Technology
3.1 Digital Collection of Intangible Cultural Heritage Information
3.2 Storage and Display of Iron Painting Information Based on Database
3.3 Visual Design of Iron Painting Based on Virtual Reality Technology
4 Conclusion
References
Mobile Violation Detection Robot for Expressway Based on Machine Vision
1 Introduction
2 Machine Vision and Moving Object Detection Method
2.1 Machine Vision
2.2 Moving Target Detection Method
3 Experimental Design
4 Mobile Violation Detection Robot for Freeway Based on Machine Vision
4.1 General Design of Expressway Mobile Violation Detection Robot System Based on Machine Vision
4.2 Test Results Analysis of Mobile Violation Detection Robot Based on Machine Vision
5 Conclusions
References
Network Data Processing Based on Cloud Computing Platform
1 Introduction
2 Cloud Computing and Data Mining
2.1 Cloud Computing
2.2 Data Mining Based on Cloud Computing
3 Experimental Environment and Evaluation Index
4 Experimental Analysis of Network Data Processing Based on Cloud Computing Platform
4.1 Design of Clustering Algorithm for Network Data Processing Based on Cloud Computing Platform
4.2 Analysis of Experimental Results
5 Conclusions
References
Construction of Green Logistics Evaluation System for Agricultural Products Cold Chain Based on Data Analysis
1 Introduction
2 Green Logistics is the Link Between Green Production and Green Consumption
2.1 Evaluation Index Selection
2.2 Model Establishment
3 Establishment of Evaluation Index Model for Agricultural Cold Chain Green Logistics
4 Conclusion
References
A Study on Virtual Reality Technology for College Oral English Online Self-help Learning System
1 Introduction
2 Overall System Design Framework
3 Function Module Analysis of the System
4 Algorithm Design of Online Self-Help Learning Software for College Oral English
5 Analysis of Simulation Experiment
6 Conclusions
References
Construction of Motivation Analysis Model for College Studentsâ Online Information Query
1 Introduction
2 Big Data Modeling and Characteristic Analysis of College Studentsâ Online Information Query Motivation
2.1 Big Data Modeling of College Studentsâ Online Information Query Motivation
2.2 Feature Mining of Data
3 Prediction and Optimization of the Development Direction of College Studentsâ Online Information Query Motivation
3.1 Descriptive Statistical Feature Analysis
3.2 Segmentation Test and Prediction of the Development of College Studentsâ Online Information Query Motivation
4 Simulation Experiment and Result Analysis
5 Conclusions
References
Design of Parallel Power Supply System Controlled by DSP and MCU
1 Introduction
2 Design of Overall Scheme of the System
2.1 Design of Overall Structure of the System
2.2 Control Principle
3 Circuit Design
3.1 DCâDC Step-Down Chopper Main Circuit
3.2 Control Circuit
3.3 Driving Circuit
4 System Test and Result Analysis
5 Conclusion
References
Badminton Trajectory Tracking Based on D-H Kinematics Model
1 Introduction
2 Badminton Trajectory Detection and D-H Kinematic Array Structure Analysis
2.1 Badminton Movement Track Detection
2.2 Kinematics D-H Kinematics Parameter Fusion of Badminton Trajectory
3 Trajectory Feature Extraction and Kinematics Model Construction of Badminton
3.1 Badminton Trajectory Motion Feature Extraction
3.2 Analysis of Badminton Trajectory Tracking Model
4 Simulation Experiment Analysis
5 Conclusion
References
Fuzzy Evaluation Model for Oral English Test Based on Automatic Scoring System
1 Introduction
2 Design of Fuzzy Evaluation Model for Spoken English Test Based on Automatic Scoring System
2.1 Voice Evaluation System Analysis and Main Function Design
2.2 Based on MFCC Feature Parameter Extraction
2.3 Automatic Prosodic Annotation Based on Co-training
3 Experimental Design of Fuzzy Evaluation Model for Spoken English Test Based on Automatic Scoring System
3.1 Basic Settings of the Co-training Algorithm
3.2 Establishment of Voice Evaluation Model and Data Collection
3.3 Establish Fuzzy Relationship Matrix
4 Experimental Design Analysis of Fuzzy Evaluation Model for Spoken English Test Based on Automatic Scoring System
4.1 Performance Analysis and Experimental Comparison of Voice Evaluation Algorithms
4.2 Functional Module Design Based on Co-training
5 Conclusions
References
Changes in the Operation Mode of Real Estate Investment Trusts in the Era of Big Data
1 Introduction
2 Big Data Technology and Real Estate Investment Trust
2.1 Changes and Characteristics of Big Data
2.2 Real Estate Investment Trusts
3 Challenge Analysis of Big Data Technology Application in REITs Operation Mode
4 Discussion
4.1 Comparison Between the Operation Mode of Big Data and the Traditional Operation Mode
4.2 Analysis of the Operation Mode of REITs
4.3 Path Choice of Developing REITs Operation Mode in China
5 Conclusions
References
Construction of Music Teaching Effect Evaluation Model Based on 5G Technology
1 Introduction
2 Method
2.1 5G Technology
2.2 Music Teaching
2.3 System Model and Problem Modeling
3 Experience
3.1 Subjects
3.2 Experimental Design
4 Discussion
4.1 Teachersâ Understanding of 5G Teaching
4.2 Analysis of Teachersâ Effect on 5G Teaching
4.3 Analysis on Whether Students have been Exposed to 5G Technology Music Education
4.4 Studentsâ Views on Using 5G Technology in Music Class
5 Conclusion
References
On the Demand for Financial Science and Technology Talents Under the Background of Big Data
1 Introduction
2 Contents and Characteristics of Big Data
2.1 The Data Capacity is Huge. Big Data Has an Amount of Data that is Currently Difficult to Directly Store, Manage and Use by Any Unit Device
2.2 High Speed. There is a One-Second Law for Fast Data Flow and Dynamic Data Changes, and the Acquired Data Will Change with Time and Environment
2.3 Diverse Data Types. The Diversity of Data Types Can Describe the Characteristics or Laws of Specific Things
2.4 Data is of Great Value. Potential Data Contains Huge Value
2.5 Intelligent Data Mining
3 Technical Embodiment of Big Data Finance
3.1 Data Analysis
3.2 Data Management
3.3 Data Processing
3.4 Data Presentation
4 Demand for Financial Science and Technology Talents in the Context of Big Data
4.1 The Total Demand for Middle and Junior Financial Technology Talents is Huge
4.2 Compound Talents are Favored and Become the Main Trend of Talent Development in the Financial Industry
4.3 High-End Financial Talents are in Short Supply and Become the Mainstream of Talent Flow
5 Conclusion
References
Application of Big Data in Corporate Internal Control
1 Introduction
2 Overview of Big Data
2.1 Big Data Refers to the Company Obtaining Valuable Data Information from Various Types of Data After Reasonable Analysis and Aggregation. Big Data Technology is the Core Technology of Big Data
2.2 Massive Data, Diverse Data, High-Speed Data, and Low Value Density are the Four Major Advantages of Big Data
3 Status Quo and Existing Problems of Corporate Internal Control
3.1 Corporate Internal Control Replaces Internal Control System
3.2 Ignore System Management and Replace the Nepotism System
3.3 The Interests of Minority Shareholders are Violated
4 Innovation of Big Data Technology in Internal Control
4.1 Mining Data Information for Internal Control
4.2 Strengthen Planning and Execution in Internal Control
4.3 Predictive Analysis of Internal Control Data
5 Conclusion
References
The ATR Algorithm for Reactive Power/Voltage in Power Grid Based on AVC Control Frame
1 Introduction
2 Research on the ATR Algorithm for Reactive Power/Voltage in Power Grid Based on AVC Control Frame
2.1 AVC Control Framework
2.2 ATR Algorithm for Reactive Power/Voltage in Power Grid
3 Experimental Results and Analysis
4 Conclusion
References
Design of Distribution Automation System and Terminal Conforming to IEC61850 Standard
1 Introduction
2 Design of Distribution Automation System and Terminal Corresponding to IEC61850 Standard
2.1 Hardware Design of Distribution Automation System Conforming to IEC61850 Standard
2.2 Software Design of Distribution Automation System Conforming to IEC61850 Standard
2.3 Complete Terminal Design of Distribution Automation System from Point of View of Power
3 Experimental Results and Analysis
4 Conclusion
References
Intelligent Automated Operation and Operation Management of Large Enterprise Cloud Data Center Based on Artificial Intelligence
1 Introduction
2 Algorithm Establishment
2.1 AdaBoost Algorithm
3 Model Building
3.1 Security Risk Rating Modeling
4 Evaluation Results
4.1 Data Cloud Processing Data Risk Rating Identification
4.2 Data Cloud Operations Management
5 Conclusion
References
Efficiency Evaluation of Main Ports in the Bohai Rim Region Based on Data Envelopment Analysis
1 Introduction
2 Research Methods and Sample Data
2.1 DEA Model
2.2 Super Efficiency DEA Model
2.3 Malmquist Productivity Index
2.4 Selection of Decision-Making Unit and Evaluation Index
3 Empirical Analysis
3.1 Analysis Based on DEA Method
3.2 Index Analysis Based on Malmquist Method
4 Conclusion
References
Analysis of Port Efficiency and Influencing Factors Based on DEA-Tobit
1 Introduction
2 Model Evaluation Design
2.1 Data Envelopment Model and Efficiency Evaluation
2.2 Tobit Model
3 Empirical Analysis
3.1 Index Selection and Data Source
3.2 DEA Model Efficiency Analysis
3.3 Tobit Regression Analysis
4 Conclusion
References
Spectrum Allocation Technology of Elastic Optical Networks Based on Power Business Perception
1 Introduction
2 Power Business Awareness System Structure
3 Spectrum Fragmentation Optimization Model and Optimal Allocation Scheme
3.1 A Spectrum Fragmentation Optimization Model Based on Service Time Difference
3.2 Optimization of Spectrum Fragmentation Allocation for Bidirectional Continuum of Spectrum
4 Analysis of Simulation Results
5 Conclusions
References
Construction of Information Teaching Mode in the Universities Under the Background of Big Data
1 Introduction
2 The Necessity of Constructing Information Teaching Mode in Colleges and Universities
3 Challenges Faced by the Construction of Informatization Teaching Mode in the University Under the Background of Big Data
3.1 The Investment Guarantee of Informatization Construction Funds
3.2 Data Mining Problem Comprehensively and Effectively
3.3 The Guarantee Problem of Information Security
4 Construction of University Information Teaching Mode Under the Background of Big Data
4.1 In the Preparation Stage Before Class
4.2 In Class Stage
4.3 After Class Stage
5 Conclusions
References
Analysis of the Impact of Cloud Computing-Based Financial Development on Employment Growth in the Era of Big Data
1 Introduction
2 The Transmission Mechanism of the Development of the Financial Industry Affecting Employment
2.1 The Direct Effects of the Development of the Financial Industry
2.2 Indirect Effects of the Development of the Financial Industry
2.3 The Impact of Financial Constraints on Employment
3 An Empirical Analysis of the Impact of My Countryâs Financial Industry Development on Employment
4 Analysis of the Differences in the Impact of Financing Constraints on the Employment of Different Enterprises
5 Summary and Policy Discussion
References
Influence of Human Capital on Consumer Expenditure Under Big Data
1 Introduction
2 Data and Theoretical Basis
2.1 The Theory of Household Savings Demand
2.2 The Consumption Structure Theory
2.3 The Consumption Theory
3 Empirical Research
4 Conclusion
References
The Impact of Changes in RMB Real Effective Exchange Rate Based on Cloud Computing Technology on Employment in the Context of Big Data
1 Introduction
2 The Discuss of the Impact of RMB Exchange Rate Changes on Employment
2.1 Data Selection and Description
2.2 Data Analysis Results
3 Conclusions and Suggestions
3.1 The Research Conclusion
3.2 Suggestions
References
Classification Rule Maintenance Method Based on Incremental Genetic Algorithm
1 Introduction
2 Classification Rule Maintenance Based on Incremental Genetic Algorithm
3 Simulation Analysis
4 Conclusions
References
Support Vector Regression Prediction Method of Text Data Based on Correlation Analysis
1 Introduction
2 Text Data Prediction
3 Support Vector Regression Prediction
4 Simulation Analysis
5 Conclusions
References
Is Virtual Currency a Standard Financial Bubble? Blockchain Industry Research
1 Introduction
2 Blockchain
2.1 Origin and Development of Blockchain
2.2 Introduction to Blockchain
3 Virtual Currency
3.1 Definition and Types of Virtual Currency
3.2 Virtual Currency-Bitcoin
3.3 AÂ Standard Financial Bubble
3.4 Itâs not Technology, Itâs Blindness and Conformity
References
Application of Air Traffic Control Communication, Navigation and Surveillance Equipment in the Aviation Field Based on Data Analysis
1 Introduction
2 Analysis of the Application of Data in Air Traffic Control Equipment Data
3 Experimental Thinking and Design
3.1 Experimental Ideas
3.2 Experimental Design
4 Discussion
4.1 Application Research of Air Traffic Control Communication Navigation Surveillance Equipment Based on Data Analysis
4.2 Design Principles of Air Traffic Control Communication Navigation and Surveillance System
4.3 Recommendations for Air Traffic Control Communication Navigation and Surveillance Equipment Based on Data Analysis
5 Conclusions
References
VR Technology in Physical Education from the Perspective of 5G
1 Introduction
2 VR Technology
2.1 Definition of VR Technology
2.2 Characteristics of VRT
3 Research Object and Experimental Design
3.1 Research Object
3.2 Experimental Design
4 Application of VRT in PE from the Perspective of 5G
5 Conclusions
References
Big Data and VR Technology in University Sports Stadium Training
1 Introduction
2 Big Data and VR Technology in Sports Stadium Training
2.1 Using âVRâ Technology to Achieve Virtual and Virtual Comparison of Action
2.2 The Basic Theory and Related Algorithms of DTs
3 Application Experiment of Big Data and VR Technology in Sports Stadium Training
4 Discussion on the Application of Big Data and VR Technology in Sports Stadium Training
5 Conclusion
References
Artificial Intelligence Simulation System in Sports Training Under VR Technology
1 Introduction
2 Research on Artificial Intelligence Simulation System in Sports Training Under VR Technology
2.1 The Role of Virtual Reality Technology in Sports Training
2.2 The Key Technology of Virtual Reality Technology in Sports Training
2.3 Virtual Scene Location Mapping
3 Experiment of Artificial Intelligence Simulation System in Sports Training Under VR Technology
3.1 Experimental Analysis
3.2 Experimental Method
4 Discussion on Artificial Intelligence Simulation System in Sports Training Under VR Technology
5 Conclusion
References
The Application Status and Future Prospects of Computer-Based Social Media in the Sports Industry
1 Introduction
2 Methods
2.1 Adjustment of Constant-Dew-Point, Constant-Air-Volume and Changing Supply-Air-State
2.2 Sports TV Media
3 Experiment
3.1 Research Objects
3.2 Research Design
4 Discussion
4.1 The Impact of Social Media on the Sports Industry
4.2 Experimental Research Report Statistics
5 Conclusions
References
Computer Technology in the Network Construction and Practice of Management Equipment in Gymnasium
1 Introduction
2 On the Application Research of Computer Technology in the Network Construction and Practice of Management Equipment in Gymnasium
2.1 Application of Computer Technology in the Management Network of the Gymnasium
2.2 The Actual Benefits of the Stadium Network Management System Established by Computer Technology
2.3 Invalid Data Processing and Equipment Status Prompt
3 On the Application Experiment of Computer Technology in the Network Construction and Practice of the Management Equipment in the Gymnasium
3.1 Experimental Construction
3.2 Experimental Equipment
4 Discussion on the Application of Computer Technology in the Network Construction and Practice of Management Equipment in Gymnasiums
5 Conclusion
References
Citespace-Based Live Broadcast Legal Issues in the Context of Big Data
1 Introduction
2 Live Legal Visualization Method Under the Background of Big Data
2.1 Big Data Clustering Algorithm
2.2 The Issue of Live Broadcast Law
2.3 Document Visualization Methods in the Context of Big Data
2.4 The Knowledge Graph Method of Citespace
3 Literature Visualization Experiment in the Context of Big Data
3.1 Data Collection
3.2 Data Preprocessing
4 Analysis of Legal Issues of Live Broadcast Based on Citespace in the Context of Big Data
4.1 Document Visualization Analysis Based on Citespace in the Context of Big Data
4.2 Analysis of the Legal Structure of the Legal Right of Webcast
4.3 Literature Analysis of Legal Issues in Live Broadcast Based on Citespace
5 Conclusions
References
Application of Embedded Intelligent Monitoring Chip Based on Internet of Things Technology
1 Introduction
2 ZigBee Technology and Sensor Network Technology
2.1 ZigBee Technology
2.2 Sensor Network Technology
3 ZigBee Signal Transmission Test Experiment
4 Discussion
4.1 Circuit Design and Performance Test Analysis
4.2 Design of Monitoring Platform
4.3 Terminal App Design
5 Conclusions
References
Analysis of SDN Multi-controller Placement
1 Introduction
2 SDN Network Architecture
3 Challenges of SDN Control Plane
4 SDN Multi-controller Placement Problem Description
4.1 Controller Placement Based on Delay
4.2 Controller Placement Scheme Based on Reliability
4.3 Controller Placement Scheme Based on Deployment Cost
5 Algorithms for SDN Multi-controller Placement
6 Summary and Outlook
References
A Novel Sentiment Classification Architecture Based on Self-attention Mechanism
1 Introduction
2 Overview of Research Theories and Introduction of Relevant Technologies
2.1 Correlation Theory
2.2 Introduction of Relevant Technologies
3 Research on Sentiment Classification Algorithm Based on the Integrated Part of Speech Embedding Mechanism of Self-attention
4 Experimental Results and Analysis
4.1 Parameter Optimization Experiment
4.2 Algorithm Performance Analysis
5 Conclusion
References
A Novel Dynamic Corporate Credit Rating Classification and Analysis Model Based on Self-attentive Mechanism
1 Introduction
2 Dynamic Corporate Credit Rating Architecture
2.1 Dynamic Weighting Module
2.2 Credit Rating Classifier
2.3 Credit Rating Classifier
3 Dynamic Financial Analysis
4 Data Sets and Credit Ratings
4.1 Credit Rating Classifier
4.2 Data Sets
5 Conclusion
References
Innovation and Influence of Fresh Supply Chain Operation Mode Under COVID-19 Based on Network Data Analysis
1 Introduction
2 Innovative Operation Mode of Fresh Supply Chain Under COVID-19
2.1 Live Delivery Mode
2.2 Contactless Distribution Mode
2.3 Shared Employee Model
3 Analysis on the Impact of Fresh Supply Chain Operation Mode Innovation Under COVID-19
3.1 Analysis on the Impact of Live Delivery Mode Under COVID-19
3.2 Analysis of the Impact of Contactless Distribution Under COVID-19
3.3 Analysis of the Impact of Sharing Employee Mode Under COVID-19
4 Relevant Policies and Suggestions on Deepening Fresh Supply Chain Operation Mode Innovation
4.1 Analysis of Existing Problems and Suggestions for Improvement of Live Delivery Mode
4.2 Analysis of Existing Problems and Improvement Suggestions of Contactless Distribution Mode
4.3 Analysis of Existing Problems and Suggestions for Improvement of Shared Employee Mode
5 Conclusions
References
A Louvre Emergency Escape Model Based on Ant Colony Algorithm
1 Introduction
2 Assumptions
3 Model Establishment
3.1 Principle of Ant Colony Algorithm
3.2 Mathematical Model of Ant Colony Algorithm
3.3 Multi-ant Colony Algorithm Based on Ant Colony Algorithm
3.4 Application of AG in Evacuation Model
3.5 Algorithm Implementation
4 Model Solution
4.1 Tourist Evacuation Routes
4.2 Security Personnel Entry
5 Policy and Recommendations
References
Ubiquitous Power Internet of Things and IPv6 Technologies in Wireless Access Terminals and Intelligent Meter Reading Applications
1 Introduction
2 Ubiquitous Power Internet of Things and IPv6 Technologies
2.1 Intelligent Ubiquitous Power Internet of Things Technology
2.2 Key Technologies of IPv6 Perception Layer
3 Technical Scheme and Algorithm Description
4 Analysis of Application Examples
4.1 Case of Urban and Rural Fringe
4.2 Case Analysis of High-Rise Residential Area
4.3 Peak Rate
5 Conclusion
References
Fast Ultrasonic Testing Technology of Steel Plate Based on Drum Structure
1 Introduction
2 Analysis of Ultrasonic Testing Characteristics of Drum Structure
3 Multi-Gaussian Beam Theory Model Establishments
4 Ultrasonic Testing of Internal Defects of Steel Plates
4.1 Steel Plate Test Block and Ultrasonic Testing Device
4.2 Detection Results of Drum Probe for Defect
5 Conclusions
References
A Bearing Fault Diagnosis Method Based on Optimized Hierarchical Extreme Learning Machine
1 Method
1.1 Variational Mode Decomposition
1.2 Improved Hierarchical Extreme Learning Machine
2 Experimental Verification
3 Conclusions
References
Construction of Urban Smart Sports Tourism Service Platform Based on Big Data
1 Introduction
2 Research Theory Overview and Related Technology Introduction
2.1 Related Theories
2.2 Related Technology Introduction
3 Construction of City Smart Sports Tourism Service Platform Based on Big Data
4 Experimental Results and Correlation Analysis
5 Conclusion
References
Communication Effect of Traditional Minority Sports Based on Artificial Intelligence
1 Introduction
2 Artificial Neural Network and Traditional Minority Sports
2.1 Artificial Neural Network
2.2 Traditional Sports of Ethnic Minorities
3 Principle of Index Selection and Experimental Design
4 Analysis of Research Results
4.1 Analysis on the Transmission Channels of Traditional Ethnic Sports
4.2 Evaluation Index System of Traditional Minority Sports Communication Effect Based on Artificial Intelligence
4.3 Application Analysis of Communication Effect Evaluation System of Traditional Minority Sports Based on Artificial Intelligence
5 Conclusions
References
Optimization of Human Resource Management in Small and Medium-Sized Enterprises Based on Artificial Intelligence
1 Introduction
2 Impact of Artificial Intelligence on Corporate Talent Selection
2.1 Improve the Efficiency of Corporate Human Resources
2.2 Information and Data Processing in Human Resource Management
3 Experimental Thinking and Design
3.1 Experimental Ideas
3.2 Experimental Design
4 Discussion
4.1 Intelligent Research on Human Resource Management of Small and Medium-Sized Enterprises
4.2 Suggestions for the Reform of Human Resource Management in the Artificial Intelligence Era
5 Conclusions
References
Legal Dilemma and Outlet of Privacy Protection in the Era of Big Data
1 Introduction
1.1 Research Background
2 Method
2.1 Big Data
2.2 Personal Privacy
2.3 Privacy Protection
2.4 Literature Analysis
3 Experiment
3.1 ESF Encryption Algorithm
3.2 ESF Decryption Algorithm
4 Result
4.1 Enforcement of the Privacy Protection Law
4.2 Importance of Privacy Protection
5 Conclusion
References
Legal Nature of Artificial Intelligence Products
1 Introduction
2 Method
2.1 Ownership of AI Creations
2.2 Artificial Intelligence Creation
2.3 Components of Artificial Intelligence Products
3 Experience
3.1 Data Sources
3.2 Data Analysis
4 Discussion
4.1 Statistical Analysis of Relevant Case Literature
4.2 Statistical Analysis of Questionnaire
5 Conclusion
References
Application Status and Prospect of Artificial Intelligence Big Data in Stadium Management
1 Introduction
2 Conceptual Explanation and Theoretical Elaboration
2.1 Application of AI and Stadiums
2.2 The Cornerstone of AI Big Data in Stadium Management
3 Research Ideas and Key Points
4 Application Analysis of AI Big Data in Stadium Management
4.1 Application of AI Big Data in Stadium Construction Management
4.2 Optimization Application of Transformation Mode Under BD of AI
4.3 The Prospect of AI Big Data in Stadium Management
5 Conclusion
References
Training Model of Applied Talents in Universities in the Era of Big Data
1 Introduction
1.1 Background and Significance
1.2 Related Work
1.3 Main Content
2 Training Method of Big Data Talents
2.1 Big Data Teaching Development Method
2.2 Accurate Method Parameter Estimation
3 Practical Training Experiment of Applied Talent Cultivation
4 Analysis of Training Model of Applied Talents in Colleges and Universities
4.1 Analysis of a Three-Body Talent Training Model
4.2 Analysis of Training of Applied Talents
5 Conclusions
References
AÂ Mobile Data Recovery Device
1 General Structure Description
2 Structural Design of Outer Box
3 Structural Design of Inner Box
4 Conclusion
References
Construction of Wisdom Logistics System Based on Supply Chain for Intelligent Manufacturing in Post-epidemic Era
1 Introduction
2 Problems with Intelligent Manufacturing and Wisdom Logistics
3 Build Wisdom Logistics System for Manufacturing
3.1 Time Window Supply Control
3.2 SPS Parts Ingredient Sorting
3.3 LES Production Information Pull
3.4 WMS Warehouse Material Control
3.5 RFID Production Material Tracking
4 Conclusions
References
Performance Improvement and Evaluation of Computer Communication Network Based on Artificial Intelligence
1 Introduction
2 Artificial Intelligence Communicates with Computers
2.1 Computer Communication Network
2.2 Artificial Intelligence Technology
3 Design of the Experiment
3.1 Experimental Background
3.2 Experimental Design
4 Computer Communication Improvement Based on Artificial Intelligence
4.1 Performance Improvement Analysis of Computer Communication Network Based on Artificial Intelligence
4.2 Suggestions for Improving the Performance of Computer Communication Network Based on Artificial Intelligence
5 Conclusions
References
Network Security and Countermeasures from the Perspective of Overall National Security
1 The Content and Structure of the Overall National Security Concept
1.1 The Content of the Overall National Security Concept
1.2 The Composition of the Overall National Security Concept
2 The Connotation and Importance of Network Security
3 Threats to Network Security
4 Countermeasures for Network Security Construction
4.1 Firmly Grasp the Main Connotation of the Overall National Security Concept and Xi Jinpingâs Important Discussion on Cyber Security
4.2 Enhance Scientific and Technological Innovation Capabilities and Consolidate the Foundation of Network Security
4.3 Promote the Legalization of Network Governance
4.4 Strengthen International Cybersecurity Cooperation
4.5 Do a Good Job in the Construction of Cyber Ideology Security
5 Conclusion
References
Education Informatization: An Effective Way to Promote Educational Equity
1 Introduction
2 Educational Equity
2.1 The Connotation of Educational Equity
2.2 The Real Challenge of Educational Equity
3 Education Informatization
3.1 The Connotation of Education Informatization
3.2 Optimization of Technical Advantages
4 Measures to Promote Educational Equity
4.1 Sharing of Quality Resources and Digital Teaching
4.2 The Innovation-Driven Development of Education Information
4.3 The Role of Big Data
5 Conclusion and Outlook
5.1 Update the Concept of Information Literacy and Ability Training
5.2 Further Develop High-Quality Resources
5.3 Establish Systematic Project Design and Promotion Concept
5.4 Establish a Diversified Funding Investing Mechanism
5.5 Improve Network Security
References
A Comprehensive Energy Consumption Measurement Model for Building Envelope Components Based on Thermal Imaging Detection
1 Introduction
2 Proposed Method
2.1 Thermal Imaging Detection Technology
3 Experiments
3.1 Experimental Background
3.2 Experimental Design
4 Discussion
4.1 Comprehensive Energy Consumption Measurement Model Analysis of Building Envelope Components Based on Thermal Imaging Detection
4.2 Suggestions on the Comprehensive Energy Consumption Measurement Model of Building Envelope Components Based on Thermal Imaging Detection
5 Conclusions
References
Computer Financial Accounting Information System for International Trade Enterprises
1 Introduction
2 Overview of Relevant Basic Knowledge
2.1 Cloud Computing
2.2 Overview of Basic Accounting Knowledge
3 Test Environment and System Test
4 Computer Financial Accounting Information System for International Trade Enterprises
4.1 Analysis of Functional Requirements of Computer Financial Accounting Information System for International Trade Enterprises Based on Cloud Computing
4.2 Module Function Design of International Trade Enterprise Computer Financial Accounting Information System Based on Cloud Computing
4.3 System Test Analysis
5 Conclusions
References
Information Security of Internet of Things Based on Perception and Interaction Technology
1 Introduction
2 Concept Analysis of IOT
2.1 Overview of IOT
2.2 IOT Security Awareness and Interaction Technology
3 Research Methods and Experimental Tests
3.1 Research Methods
3.2 Experimental Test
4 Information Security Analysis of IOT Based on Perception and Interaction Technology
4.1 Information Security Threat Analysis of IOT
4.2 Analysis of Test Results
4.3 IOT Information Security Protection Measures Based on Perception and Interaction Technology
5 Conclusions
References
Enlightenment of MOOCS Teaching Method in the Practical Course of Radio and TV Editing and Directing
1 Introduction
2 MOOC Teaching Method and Its Application in the Practical Course of Radio and TV Editing and Directing
2.1 MOOC Teaching Method
2.2 Application Significance of MOOCS Teaching Method in the Practical Course of Radio and TV Editing and Directing
3 A Questionnaire Survey on the Change of Teaching Ability Before and After MOOC Teaching Method Adopted by Radio and TV Editing and Directing Practical Course Teachers in School B
3.1 Experimental Ideas
3.2 Experimental Design
4 Discussion
4.1 Analysis of Problems in Practical Teaching of Radio and Television Editing and Directing Major
4.2 Choice of MOOC Teaching Method in Radio and TV Editing and Directing Practice Course
4.3 MOOC Teaching Should Strengthen the Cultivation of Studentsâ Habit and Ability of Autonomous Learning
5 Conclusions
References
Application of MOOC Teaching Mode in the Practical Course of Editing and Directing
1 Introduction
2 MOOC and Practical Course of Editing and Directing
2.1 Practical Course of Editing and Directing
2.2 Application of MOOCs in Radio and TV Editing and Directing Teaching
3 A Questionnaire Survey on the Current Situation of the Teaching Reform of Editing and Directing Practical Courses Under the Background of MOOC Teaching
4 Discussion
4.1 Investigation and Analysis on the Teaching Reform Effect of Practical Course of Editing and Directing Under Background of MOOC Teaching
4.2 Basic Principles of MOOC Platform Construction
4.3 Optimization Strategy of MOOC Teaching and Evaluation System
5 Conclusions
References
The Impact of Big Data Technology on International Trade
1 Overview of International Trade in the Context of Big Data Technology
1.1 The Concept of Big Data Technology
1.2 Characteristics of International Trade in the Context of Big Data Technology
2 The Impact of Big Data Technology on International Trade
3 International Trade Countermeasures Under the Background of Big Data Technology
4 Conclusion
References
Challenges and Countermeasures of International Trade Under the Background of Big Data
1 Introduction
2 Reform Measures
3 Experiments
4 Discussion
4.1 Challenges Faced by International Trade in the Context of Big Data
4.2 Countermeasures of International Trade Under the Background of Big Data
5 Conclusions
References
The Application of Big Data Analysis Technology in the Value Evaluation of Cultural EnterprisesâTaking the Value Evaluation of Wanda Film Co., Ltd. as an Example
1 Introduction
2 Method
2.1 The Discount Model of Enterprise Free Cash Flow
2.2 Determination of Forecast Period and Profit Period
2.3 Forecast of Free Cash Flow of Enterprises
2.4 Determination of Discount Rate
3 Results
3.1 Results of the Prediction of Free Cash Flow of the Enterprise
3.2 Weighted Average Cost of Capital (WACC)
3.3 Wanda Film Co., Ltd. Corporate Value Assessment Results
4 Discussion
5 Conclusions
References
Online ESP Translation Teaching Via Mobile Translation App
1 Introduction
2 The Development of Translation Teaching Platform
3 The Technology Used in Translation Teaching Platform
4 The Design of Teaching APP for ESP Translation
5 Using the APP to Improve Translation Competence
6 Conclusions
References
Stock Forecasting Based on BP Neural Network Optimized by Improved Particle Swarm Optimization
1 Introduction
2 Proposed Method
2.1 Concept and Architecture of BP Neural Network Optimized by Particle Swarm Optimization
2.2 Design and Implementation of PSO-BP Neural Network
3 Experiments
3.1 Data Sources
3.2 Standardization
4 Discussion
4.1 Prediction of Shanghai Composite Index by Introducing Qualitative Index into PSO-BP Network
4.2 Performance Comparison of PSO-BP Network Before and After Introducing Qualitative Indicators
5 Conclusions
References
Summary and Analysis of Typical Technologies in 5G
1 Introduction
2 Wireless Transmission
3 Multiple Access Technology
4 Application Problems of AI in 5G System
5 Conclusion
References
Application of Information Technology in Economic Management
1 Introduction
2 Proposed Method
2.1 Cost Management
2.2 Performance Evaluation Function
3 Experiments
3.1 Group Overview
4 Discussion
4.1 Informatization Cost Accounting
4.2 Information Performance Management
5 Conclusions
References
Data Analysis of Marketing Development Status Under the Background of Big Data
1 Introduction
2 Big Data and Mobile Internet Marketing
2.1 Big Data Era
2.2 Current Situation of Mobile Internet Marketing
3 Comparative Experiment of Marketing Effect Between Big Data Precision Marketing and Traditional Marketing
4 Discussion
4.1 Analysis of Mobile Internet Marketing Deficiency Based on Big Data
4.2 Development Trend of Mobile Internet Marketing Under the Background of Big Data
4.3 Mobile Internet Marketing Optimization Measures Under the Background of Data Age
5 Conclusions
References
Challenges and Corresponding Strategies of Network Marketing in the Era of Big Data
1 Introduction
2 Network Marketing and Big Data Technology
2.1 Network Marketing
2.2 Significance of Big Data Technology in Network Marketing
3 A Questionnaire Survey on the Problems Existing in the Network Marketing of Chinese Enterprises
4 Discussion
4.1 Analysis of Advantages of Network Marketing Based on Big Data Technology
4.2 Challenges of Network Marketing
4.3 Enterprise Network Marketing Strategy and Measures in the Era of Big Data
5 Conclusions
References
Design of Kiwifruit Orchard Temperature Information Real Time Acquisition System
1 Introduction
2 System Design
3 System Function Test
4 Conclusion
References
Design of Fruit Florescence Tracking and Classification Management Based on RFID
1 Introduction
2 System Design
3 System Application
4 Conclusion
References
Design of Automatic Intelligent Water Saving System for Faucet
1 Introduction
2 System Design
3 System Function Test
4 Conclusion
References
On the Development of Computer Technology in Music Education Under the Background of 5G
1 Introduction
2 The Development Method of Computer Technology in Music Education Under the Background of 5G
2.1 Computer Technology
2.2 Music Education
3 Experimental Correlation Analysis
3.1 Experimental Background
3.2 Experimental Design
4 Discussion
4.1 Analysis of the Development of Computer Technology in Music Education Under the Background of 5G
4.2 Prospect of Computer Technology in Music Education Under 5G Background
5 Conclusions
References
Research on Multiple Features and Performance of Visual Communication Design Based on Digital Media Environment
1 Introduction
2 New Needs in the Digital Media Era of Visual Communication Design
2.1 Information Transmission of Digital Media Technology
2.2 Characteristics of Visual Communication Design in the Era of Digital Media
3 Experimental Thinking and Design
3.1 Experimental Ideas
3.2 Experimental Design
4 Discussion
4.1 Analysis of the Multiple Characteristics and Performance of Digital Media Technology Based on the Digital Media Environment
4.2 Suggestions for Adaptable Changes in Visual Communication Design Concepts
5 Conclusions
References
New Model of Chinaâs Financial Field Based on Cloud Computing and Big Data Under the Background of Digital Economy
1 Introduction
2 Proposed Method
2.1 The Connotation of the Digital Economy
2.2 Characteristics of the Digital Economy
3 Experiments
3.1 Research Object
3.2 Experimental Methods
4 Discussion
4.1 Average Profit of Corporate Business
4.2 Risk Control Analysis of Supply Chain Financial Credit Model Under the Background of Digitization
5 Conclusions
References
Chinaâs Financial Poverty Alleviation Mechanism Under the Background of Digital Economy Based on Information Technology
1 Introduction
2 Proposed Method
2.1 Theoretical Analysis of the Quality of Digital Economic Development
2.2 Mechanism of the Existence of Poverty Alleviation Finance
3 Experiments
3.1 Experimental Object
3.2 Experimental Methods
4 Discussion
4.1 Analysis of Changes in Disposable Income of Rural Residents in Different Poverty-Stricken Areas
4.2 The Relationship Between Financial Development and Poverty Level
5 Conclusions
References
Optimization of Intelligent Elderly Care Industry Under the Background of Big Data
1 Introduction
2 Related Issues About the Intelligent Elderly Care Industry
2.1 What is Intelligent Elderly Care?
2.2 Why Develop Intelligent Elderly Care?
3 Future Optimization DirectionâCombining Big Data Technology
3.1 Smart Devices
3.2 Information Platform
3.3 Network Security
4 Conclusion
References
AÂ Super Resolution Algorithm Based On Content Regional Division
1 Introduction
2 Theory Support for Content Information Partition
3 Processing
3.1 Image Database Processing
3.2 Image Division
3.3 Image Matching
3.4 Synthesis of Result
4 Experimental Result
5 Conclusions
References
Construction of Dynamic Early Warning Mechanism for Economic Risks Based on Hybrid Ant Colony Algorithm
1 Introduction
2 Models of Explanatory Variables and Control Variables for Dynamic Early Warning of Economic Riskss
2.1 Variable Model
2.2 Descriptive Statistical Analysis
3 Optimization of Dynamic Early Warning Mechanism for Economic Riskss
3.1 Hybrid Ant Colony Algorithm
3.2 Regression Analysis Model of Dynamic Early Warning of Economic Risk
4 Empirical Analysis and Simulation Test
5 Conclusions
References
Analysis of Medical Image Segmentation
1 Introduction
2 Definition and Process of Image Segmentation
3 Main Methods of Medical Image Segmentation
3.1 RegionâBased Image Segmentation
3.2 Edge-Based Image Segmentation
3.3 Based on Specific Theory Image Segmentation
4 Conclusion
References
Surface Defect Recognition Classification Based on Multi-Scale Convolutional Neural Network
1 Introduction
2 Multiscale Convolutional Neural Network
2.1 Convolutional Neural Network
2.2 Multiscale Feature Map Detection
2.3 Dataset
2.4 Configuration
2.5 Defect Detection Process
3 Conclusions Model Testing and Analysis
4 Conclusions
References
Application of Blockchain Technology in Short Video Ecosystem
1 Introduction
2 Development of Short Video Industry in China
2.1 Short Video has Gradually Become the Main Source for People to Obtain Information
2.2 Short Video has Gradually Become the Main Marketing Tool
2.3 The Rapid Growth of Short Video Users
2.4 Supervision is More Difficult, Low Content Leads to User Trust Crisis.
3 Short Video New Ecosystem Based on Blockchain Technology
3.1 Key Technologies and Application Scenarios of Blockchain
3.2 The Necessity of Building a New Ecosystem Based on Blockchain
3.3 Short Video New Ecosystem Model Based on Blockchain
4 The Application of Blockchain Technology in the New Ecosystem of Short Video
5 Conclusions
References
Safety Management of Prefabricated Building Construction Based on BIM-RFID
1 Introduction
2 Analysis of Safety Issues in the Construction of Prefabricated Buildings
2.1 Analysis of Safety Issues in the Transportation of Prefabricated Components
2.2 Analysis of Safety Issues in Stacking Operations of Prefabricated Components
2.3 Analysis of Safety Issues in Hoisting Operations of Prefabricated Components
2.4 Analysis of Issues Related to the Security Management of Personnel
3 BIM-RFID-Based Safety Management System for Prefabricated Building Construction
3.1 Transportation Safety Management of Prefabricated Building Components Based on BIM-RFID
3.2 BIM-RFID-Based Safety Management of Stacking of Prefabricated Building Components
3.3 BIM-RFID-Based Hoisting Safety Management for Prefabricated Buildings
3.4 BIM-RFID Based Personnel Safety Management
4 Conclusion
References
Energy-Saving Transformation of Rural House Enclosure Structure in Yichang Based on DeST
1 Introduction
2 Typical Rural House Construction Status
2.1 Basic Situation
2.2 Typical Rural House Construction Method
3 Dest Software Simulation Analysis
3.1 Modeling
3.2 Rural House Energy Consumption Simulation
4 Energy-Saving Optimization and Transformation of Rural Houses
4.1 Factor Selection and Analysis
4.2 Analysis of Simulation Transformation Results
5 Conclusions
References
Automatic Adjustment Method of Urban Deceleration Belt Based on Intelligent Sensor Equipment
1 Introduction
2 Research on Automatic Adjustment Method of Deceleration Belt Under Intelligent Sensor Equipment
2.1 Intelligent Sensing Equipment
2.2 Automatic Adjustment Method
3 Background and Process of the Experiment
4 Results and Discussion
4.1 Automatic Adjustment Model
4.2 Effect Comparison of Vibration Frequency
4.3 Questionnaire Survey Results
4.4 Vibration Principle of Vehicle Passing Through Deceleration Strip
5 Conclusions
References
Analysis of Yunnan Flower Logistics Demand Based on Grey GM (1, 1) Model
1 Introduction
2 Current Situation of Flower Logistics in Yunnan Province and Prediction Model of Flower Logistics
2.1 Current Situation of Flower Logistics in Yunnan
2.2 Model of Flower Logistics Forecast
3 GM (1,1) Model Test and Analysis
4 Discussion
4.1 Analysis of the Challenges of Yunnan Flower Industry Development
4.2 Suggestions on the Development of Flower Logistics Based on Grey GM (1,1) Model
5 Conclusions
References
Signal Interpretation of Magnetic Resonance Technology Based on Compressed Sensing
1 Introduction
2 Compressed Sensing Method
3 The Basic Principle of Magnetic Resonance
3.1 MR Theory
3.2 Detection of Free Attenuation of Signal
4 Instrument Signals Processing Based on Compressed Sensing
5 Conclusion
References
Modeling and Simulation of Neutral Grounding Operation Mode of 10 kV System
1 Introduction
2 Analysis on the Operation Mode of Neutral Point Grounding Through Arc Suppression Coil
3 Automatic Tracking Compensation Arc Suppression Coil Type
4 Modeling of Automatic Tracking Compensation Arc Suppression Coil Circuit
5 Proposal of the Parallel Arc Suppression Coil with Low Resistance Ground
6 Conclusions
References
Development and Change of Computer Science and Technology in Big Data Time
1 What is the Big Data Age?
2 Summarize Its Advantages and Disadvantages
3 Analysis of the Problem
3.1 Information Collection and Processing
3.2 Data Security
3.3 Information Storage
3.4 Information Processing
4 Summary
References
Algorithm Design of Computer Aided Traditional Art Pattern Design
1 Traditional Art Design and Computer Art Design
2 The Basic Position of Traditional Art Design
3 Characteristics and Advantages of Computer Art Design
3.1 Powerful Design Function
3.2 An Algorithm of Pattern Filling Area in Computer Art Design
3.3 Rich and Diverse Art Design Software
3.4 Design Materials for Mass Storage
4 The Relationship Between Computer Art Design and Traditional Art Design
5 Conclusion
References
Product Modeling Innovation Design Method Based on Evolutionary Algorithm
1 Introduction
2 Product Modeling Evolutionary Design
2.1 Cluster Analysis
3 Theory of Cellular Genetic Algorithm
4 Innovative Refinement Design of Product Modeling Based on Standard Genetic Algorithm
4.1 Standard Genetic Algorithm
4.2 The Convergence of Genetic Algorithm
5 Conclusions
References
Optimization of Labor Value and Relationship Distribution Under the Blockchain
1 Introduction of Weak Artificial Intelligence
2 Related Algorithms of Artificial Intelligence Technology
3 The Classical Labor Theory of Value is No Longer Applicable to the Era of Weak Artificial Intelligence
4 The Theoretical Basis of the Renewal of Labor Value Theory: The Laborer Status of Weak Artificial Intelligence
5 New Production Mode Combining Capital Principle with Weak Artificial Intelligence Labor
6 The Critical Path of Historical Materialism to the New Mode of Production
7 Conclusion
References
Mobile Data Security Detection Technology Based on Machine Learning
1 Intrusion Detection Model
2 Safety Detection Model Design
3 Intrusion Detection System
4 Intrusion Detection Method Based on Machine Learning
4.1 Bayesian Classification Based Approach
5 Discussion and Concluding Remarks
References
Construction of Art Design Based on Newton Iterative Algorithm
1 Introduction
2 Advantages of Computer Art Design
2.1 Computer Art Influences the Concept and Creation Communication Mode of Traditional Art
2.2 Through the Development of Computer Art, Many New Works and Technologies have been Produced
3 Application of Interactive Genetic Algorithm in Fractal Art Design
4 Inheritance of Traditional Art
4.1 The Accumulation of Traditional Art Laid the Foundation of Computer Art
4.2 Many Aspects of Computer Art Are Influenced by Traditional Art Techniques
4.3 Some Important Categories of Traditional Art Cannot be Replaced by Computer Art
5 Conclusion
Reference
Fault Location for Small Current Grounding System Based on Injection Method
1 Introduction
2 Off Line Location Method for Single Phase to Ground Fault Based on Injection Method
2.1 Injection and Pursuit of Signal Current
3 Recovery of Insulation After Power Failure
3.1 Rough Calculation of Fault Distance
4 Ty-04 Single Phase Grounding Point Locator
5 Conclusion
References
Movement Arrangement Auxiliary Systems Design for Cheerleading Complete Set
1 Cheerleading Complete Set of Action Arrangement Auxiliary System
2 Design and Establishment of the Auxiliary System for the Arrangement of Complete Sets of Movements in Lala La La La
2.1 Motion Capture
2.2 Post processing of Captured Motion Data
3 The Design Principle of Cheerleading Complete Set Movement Arrangement Auxiliary System
3.1 Standardization Principle
3.2 Personalized Principle
3.3 Educational Principle
4 Design and Establishment of Cheerleading Complete Set of Action Arrangement Auxiliary System
4.1 The Design Content of Cheerleading Complete Set Action Arrangement Auxiliary System
4.2 Material Collection of Cheerleading Complete Set of Action Arrangement Auxiliary System
4.3 Introduction of Development Tools Needed for the Establishment of Cheerleading Complete Set of Action Arrangement Auxiliary System
5 Conclusion
References
Mathematical Model of Genetic Algorithm Based on Pattern Theorem
1 Introduction
2 Pattern Theorem
2.1 Selection Operation in Genetic Algorithm
2.2 The Function of Crossover Operator
3 Genetic Algorithm Based on Logic Operator and Its PCS
3.1 Logic Operation of Gene
3.2 Fusion Inheritance of Genes
4 Building Block Hypothesis, Implicit Parallelism and Convergence
4.1 Building Block Hypothesis
4.2 Implicit Parallelism
4.3 Astringency
5 Surface Shape Error Calculation Based on Genetic Algorithm
6 Conclusion
References
Optimization of Database Security Mechanism in the Supporting Platform of Distance Education
1 Introduction
2 Basic Concepts of Cloud Computing
2.1 Definition of Cloud Computing
3 Problems and Solutions of Cloud Computing in Distance Education
4 Virtual Teaching Mode of Law Course Based on Cloud Computing and Cloud Classroom
4.1 The Basic Structure and Functions of Cloud Classroom
5 Conclusions
References
Legal Issues of SaaS Model in Cloud Computing
1 The Concept of Cloud Computing
2 SaaS Model Service Correlation
3 Analysis of Legal Issues of SAS Software Business Model Under the Current Copyright System
3.1 Core Copyright Protection Items of Traditional Software Business Model
3.2 The Business Model of SAS Software Brings New Problems to the Current Copyright System
4 Comparative Analysis of Solutions Under the Current Copyright System
4.1 The Feasibility of Incorporating the Right of Information Network Dissemination
4.2 A Possible Way to Reconstruct the Connotation of Leasehold Under the Current Legal System
4.3 Responsibility Regulation of Cloud Service Providers as Platform Providers
5 Conclusion
References
Network Security and Computer Virus Prevention in the Internet
1 Introduction
2 The Necessity of Network Security
2.1 Complex Network Information
2.2 High Penetration Rate of Network Technology
2.3 System Software Vulnerability
2.4 The Awareness of Network Security is Poor
3 Machine Learning Technology
3.1 k-Nearest Neighbor
3.2 Support Vector Machine
4 Conclusion
References
Evaluation of Human Resource Management Benefit Based on Neural Network
1 Introduction
2 The Development and Problems of Human Resource Management System
3 Research on the New Model of Configurable Human Resource Management Based on âCloud Computingâ
3.1 Data Collection of Human Resource Management Under Cloud Computing
3.2 Human Resource Decision Management Under Cloud Computing
4 Conclusions
References
Application of Deep Learning in Keyword Extraction in English and American Literature
1 The Conception of Multimodal English and American Literature Teaching
1.1 The Theoretical Basis of Multimodal Teaching
1.2 The Characteristics of English and American Literature Teaching
1.3 The Construction of Multimodal English and American Teaching Mode
2 The Disadvantages of Multimodal English and American Literature TeachingâCultural Loss
3 Systemic Functional Linguistics
4 Second Language Acquisition Theory
References
Deep Learning for Copyright Protection
1 Introduction
2 âOne Belt, One Roadâ Language Data has Increased Dramatically Under Cloud Environment
2.1 The Rise of Translation Network Promotes the Explosion of Language Data
2.2 âOne Belt, One Roadâ Strategy, Demand for Language Data
3 âOne Belt, One Roadâ Language Data Copyright Object Category Under Cloud Environment
4 Copyright Risk Category of One Belt, One Road Language Data Under Cloud Environment
5 One Belt, One Road Language Data Copyright Risk Mitigation Strategy in Cloud Environment
6 Conclusions
References
Algorithm Design and Function Realization of Home Decoration Design Software Based on BIM
1 Introduction
2 Main Function Realization
3 Software Algorithm Design
3.1 Modeling and Drawing
3.2 2D-3D View Switch
4 Function Realization Effect
5 Summary and Prospect
References
Intelligent Back Analysis of Geotechnical Mechanical Parameters Based on Differential Evolution Algorithm
1 Introduction
2 Differential Evolution Algorithm
2.1 Elastoplastic Finite Element Based on D-P Criterion
2.2 Differential Evolution Algorithm
3 Back Analysis of Parameters Based on Elastoplastic Finite Element Method and Differential Evolution Algorithm
4 Back Analysis of Mechanical Parameters of Tunnel Surrounding Rock
5 Conclusions
References
Research on Virtual Human Animation Based on Motion Capture Data
1 Introduction
2 Motion Capture Data
3 Building a Hierarchical Human Skeleton Model
4 Virtual Human Motion Driven by Motion Capture Data
4.1 Motion Principle of Virtual Human Skeleton
4.2 Driving of Virtual Human Skeleton Animation
5 Conclusions
References
Prediction and Analysis of the Relationship Between Porous Structure and Strength of Concrete Based on Artificial Neural Network
1 Introduction
2 Bearing Capacity Calculation
3 Two Kinds of Neural Networks
3.1 Brief Introduction of BP Network and Algorithm
3.2 Introduction of RBF Network and Algorithm
4 Problems and Modeling
5 Learning Training and Prediction Results of the Model
6 Conclusions
References
Effectiveness Evaluation of Business English Practice Teaching Based on Decision Tree Algorithm
1 Introduction
2 Teaching Effectiveness Evaluation Based on ID3 Decision Tree
3 ID3 Decision Tree Algorithm
3.1 Information Gain Optimization
3.2 Simulation Experiment of Improved Algorithm
4 On the Practical Teaching of Business English
5 Conclusions
References
Back Analysis and Numerical Simulation of Surrounding Rock Parameters of Tunnel Close Construction Based on PSO-BP Algorithm
1 Introduction
2 Characteristics of Close Construction
3 Parametric Constitutive Model of Rock and Soil
4 Influence of Different Excavation Methods on Stability of Tunnel Surrounding Rock
5 Back Analysis of Rock Engineering Parameters
6 Conclusions
References
Design of Machine Vision Teaching Experiment System Based on HALCON
1 Introduction
2 Introduction to Machine Vision
2.1 Machine Vision Software Halcon
3 Design Method of Machine Vision Experiment System
3.1 Selection Method of Light Source
4 Common Machine Vision Light Source
4.1 Imaging Distortion
5 Depth of Field of Machine Vision
6 Conclusions
References
BP-Neural Network for Business Administration
1 Introduction
2 The Current Situation of Business Administration Teaching in Colleges and Universities
3 The Importance of Application of Simulation Teaching Method in Business Administration Teaching
3.1 The Role of Simulation Teaching Method in Improving Studentsâ Participation
3.2 The Role of Simulation Teaching Method in Teaching Practice
3.3 The Effect of Simulation Teaching Method on Teaching Pertinence
4 Syntax and Running Environment of 3D Simulation Technology
4.1 Simulation Teaching
4.2 Introduction of 3D Simulation Technology Syntax
4.3 Editing and Operation Environment
5 The Application of Simulation Teaching Method in Business Administration Teaching in Colleges and Universities
6 Conclusions
References
Research on Performance Monitoring of PPP Project Based on Genetic Neural Network
1 Introduction
2 Construction of PPP Project Performance Index System
2.1 Analysis of PPP Project Performance Formation Mechanism
3 The Combination of Genetic BP Neural Network and Genetic Algorithm
3.1 Performance Evaluation Method Based on Genetic BP Neural Network
4 Determine the Matter Element of PPP Project Performance Monitoring
5 Conclusions
References
Experimental Study on Calibration Model of Vehicle Bridge Coupling Vibration Algorithm for Highway Bridge
1 Introduction
2 Similarity Theory of Vehicle Bridge Coupling Vibration Model Test
2.1 Test Requirements
2.2 Similarity Law of Dynamic Model
3 Manufacture of Model Test Device
3.1 Model Bridge
4 Dynamic Performance Verification
4.1 Verification of Dynamic Characteristics of Model Bridge
4.2 Dynamic Characteristic Verification of Model Car
5 Conclusions
References
Innovation of Employment and Entrepreneurship Education Based on K-means Clustering Algorithm
1 Introduction
2 Current Situation of Entrepreneurship Education in Colleges and Universities
3 Evaluation Model of Entrepreneurial Thinking
3.1 The Structure of K-Means Clustering Algorithm
3.2 Algorithm Practice
4 Innovation Strategy of Entrepreneurship Education Based on K-means Algorithm
5 Conclusions
References
Green Building Analysis and Carbon Emission Calculation Based on BIM
1 Introduction
2 Establishment of BIM Model
3 Secondary Development of Revit
4 Engineering Quantity Statistics and Carbon Emission Calculation Based on BIM
5 Conclusions
References
Language Recommendation Algorithm Serves the âBelt and Roadâ Strategic Language
1 Introduction
2 Language Service and Language System Module Theory
3 Realization of Anti Noise Speech Recognition Algorithm Based on DSP
4 Voice Input and Output Module
5 The Internal Module Structure of Language System
6 Conclusions
References
Statistical Analysis of Ecological Mathematical Model Based on Differential Equation
1 Introduction
2 Model of Biological Population Interaction
3 Statistical Modeling of Logistic Equation
3.1 First Order Autoregressive Model
3.2 Two Way Difference Generalized Least Squares Estimation of Logistic Equation Parameters
4 Students Statistical Modeling of GM (1,1) Model
5 Conclusions
References
Research on Parallel Finite Element Algorithm Based on PVM and Its Implementation in Geotechnical and Underground Engineering Software
1 Introduction
2 Network Parallel Program Development Environment PVM
3 Finite Element Distributed Parallel Algorithm a Substructure Parallel Algorithm
4 Engineering Application
4.1 Finite Element Forward Analysis Method of Underground Structure
4.2 Serial and Parallel Finite Element Calculation Steps
4.3 Parallel Finite Element Calculation Steps
5 Conclusions
References
Data Mining for Badminton On-the-Spot Tactics Analysis System
1 Introduction
2 Research on Data Mining and Association Algorithm
3 Research on Data Mining of Sports and Badminton
4 The Application of Association Rule Mining in Badminton is Still in Its Infancy
5 Basic Concepts of Data Mining
5.1 Basic Concepts of Association Rules
5.2 On the Spot Tactics Analysis System of Badminton
6 Conclusions
References
Integral Factor and Conserved Quantity of Lagrange System Based on Fractional Order Model
1 Introduction
2 Fractional Derivative
3 Fractional Lagrange System and Its Integral Factors
4 Conservation Theorem
5 An Example
6 Conclusions
References
Multi Objective Optimization of Construction Project Based on Ant Colony Algorithm
1 Overview of Construction System Reliability of Construction Project
2 Multi Objective Optimization Based on Ant Colony Algorithm
2.1 Basic Principle of Ant Colony Algorithm
2.2 Multi Objective Optimization Mechanism of Improved Ant Colony Algorithm
3 Implementation of the Algorithm
4 Multi Objective Optimization with Construction System Reliability as Constraint
4.1 Multi Objective Collaborative Optimization Model with Construction Reliability Constraints
4.2 An Algorithm for Solving Multi Objective Optimization Problems
5 Conclusion
References
On the Early Warning of Internet Financial Risk Based on Big Data
1 Overview of Internet Financial Risks
2 Data and Characteristics in Internet Finance
3 Strategies for the Construction of Internet Financial Risk Early Warning Mechanism Based on Big Data
References
BP Neural Algorithm for Mode of Scientific Protection of Art Heritage
1 Research Background
2 The Research Method to Eye Movement Tracking Technology
2.1 The Fundamental Principles of Eye Movement Experimental System
2.2 The Main Parameters of Eye Movement Tracking Technology
3 The Equilibrium Algorithm
3.1 The Influence of Different Background Color in Traditional Art Pattern Towards Observerâs Attraction Degree
3.2 The Influence of Patternâs Figurative Degree Towards Observerâs Attraction Degree
3.3 The Influence of Patternâs Strong and Faint Contrast Towards Observerâs Attention Degree
4 The Analysis of Eye Movement Tracking Result
4.1 The Influence of Different Background Color Towards Observerâs Attraction Degree
4.2 The Influence of Patternâs Figurative Degree Towards Observerâs Attraction Degree
4.3 The Influence of Patternâs Strong and Weak Contrast Towards Observerâs Attraction Degree
5 Conclusion
References
Research on the Development of Artificial Intelligence into VR Practice Teaching
1 Introduction
2 Core Concept Definition
3 Research on Integrated Development
3.1 AI Enhances the Interactivity of VR Practice Teaching Activities
3.2 AI Improves the Authenticity of VR Practice Teaching Scenes
3.3 AI Improves the Intelligence of VR Practice Teaching Feedback
4 Conclusion
References
Fatigue Measuring System Using Wearable Sensor
1 Introduction
1.1 Research Background
2 Theoretical Consideration
2.1 Emotional Information and Fatigue
2.2 Wearable Device
3 Research Content
3.1 Fatigue Measuring System Design
3.2 Ontology Health Information Service
4 Conclusion
References
Study on the Growth of Bionic Mineralized Coating Induced by Different Magnetic Field Strength
1 Introduction
2 Experiment
2.1 Material Preparation
2.2 Coating Preparation
2.3 Coating Representation
3 Results and Discussions
3.1 Microstructure Analysis
3.2 XRD Analysis
3.3 Biocompatibility Evaluation
4 Conclusion
References
Anti-opening Measures for Pre-fabricated Cable of Secondary Circuit of Current Transformer
1 Introduction
2 Anti-open Current Type Connector Structure and Working Principle
2.1 Connector Socket and Plug Structure
2.2 Connector Anti-open Circuit Working Principle
3 Prefabricated Cable âBridgeâ Connection Technology
3.1 Working Principle of Bridge Type Prefabricated Cable Connector
3.2 Grounding Analysis of Prefabricated Cable Anti-opening Under Different Working Conditions
4 Prefabricated Cable Connection Reliability
5 Conclusion
References
WSR Algorithm for the Campus Cheerleading
1 Introduction
2 Analysis on the Current Situation and Main Problems of the Management Mode of Cheerleading Teams in Colleges and Universities
3 The Construction of âWSR Three-Dimensional Management Modelâ for Cheerleading Teams in Colleges and Universities
3.1 Structure of W (Physical) Facility Support Subsystem
3.2 Structure of S (Administrative) Rules and Regulations Subsystem
3.3 The Structure of R (Human Resource) Human Resource Subsystem
4 Taking the Cheerleading Team Economic College as the Research Object
4.1 Analysis and Improvement of Physical (W) Support Facilities System
4.2 Analysis and Improvement of Management (s) Rules and Regulations Subsystem
4.3 Analysis and Improvement of R (Human Resource) Human Resource Subsystem
5 Conclusion
References
Model and Algorithm of Logistics Distribution Path in Model and Algorithm of Logistics Distribution Path in B2C e-Commerce Environment Based on Genetic Algorithm
1 Introduction
2 Influence of B2C Environment on Vehicle Scheduling of Logistics Distribution
3 General Vehicle Routing System
4 Vehicle Routing System Optimization Based on Genetic Algorithm
5 Conclusion
References
Dynamic Learning of Cheerleading Rehearsals Based on Moodle2.0 Module
1 About Moodle2.0
1.1 Fuzzy C-means Clustering Algorithm
1.2 Web Service Ice in Moodle
1.3 Web Service Access Service Settings
2 Advantages of Modular Cheerleading Dynamic Learning Based on Moodle 2.0
2.1 Moodle2.0 Modular Cheerleading Dynamic Learning Platform Can Improve the Cheerleading Education and Teaching Methods, and Improve the Teaching Efficiency
2.2 Moodle2.0 Modular Cheerleading Dynamic Learning Platform Can Improve the Theory Examination System and Prevent the Same Papers and Papers
2.3 Moodle 2.0 Modular Cheerleading Dynamic Learning Platform Can Strengthen the Teaching Evaluation Process and Results, and Make the Evaluation More Fair and Comprehensive
3 Conclusion
References
The Application of Financial Analysis Model Based on SAS in Enterprise Financial Decision-Making Process
1 Introduction
2 Overview of SAS Financial Analysis Model
2.1 Three Dimensions of SAS Financial Analysis Model
3 Application of Statistical Methods in Enterprise Financial Analysis
4 Improvement of Statistical Methods in Enterprise Financial Analysis Under the Background of Big Data
5 Conclusion
References
The Development of Excellent Courses of BP Neural Network Teaching Platform
1 Introduction
2 The Necessity of Applying the Network Teaching Platform of B to the âThought Courseâ
2.1 Improve the Teaching Effect of âthinking Courseâ
3 The Design Principle of âThinking Courseâ BP Network Teaching Course
3.1 Adhere to the Principle of âStudent Orientedâ
3.2 Adhere to the Principle of Synchronization with Classroom Teaching
4 The Design Content of Network Teaching Course âThinking Courseâ
4.1 Basic Information of the Course and Clear Learning Orientation
4.2 The Introduction of Teaching Content and the Expansion of Classroom Teaching
4.3 Interaction Between Teachers and Students to Promote Spiritual Communication
5 Conclusions
References
Consumption Pattern of Tourist Souvenirs Based on Apriori Algorithm
1 Introduction
2 Association Rule Mining Algorithm Apriori Algorithm
2.1 Overview of Apriori Algorithm
2.2 Analysis of Apriori Algorithm
3 Improved Apriori Algorithm
3.1 Support
3.2 Confidence
3.3 Strong Association Rules
4 Introduction of Personalized Recommendation Technology
4.1 Content Based Recommendation
5 Conclusion
References
Influence of Improved Apriori Algorithm on Predictive Public Management
1 Improved Apriori Algorithm
1.1 Algorithm Description
1.2 Algorithm Analysis
2 Practical Application of Apriori Algorithm
2.1 Data Preprocessing
2.2 Frequent Itemsets
3 Conditions for the Realization of Predictive Public Management in the Intelligent Era
4 Conclusion
References
Research on Security Detection and Response Technology of Edge IOT Agent Based on Behavior Analysis
1 Introduction
2 Behavior Analysis Algorithm
2.1 Time Series Prediction Algorithm
2.2 Behavior Prediction Model Based on Decision Tree
3 Power Internet of Things System Architecture
4 Agency of Edge Internet of Things
5 Conclusion
References
Design of Ceramic Art Design Assistant Teaching System Based on Cloud Computing Technology
1 Introduction
2 The Characteristics and Significance of Ceramic Hand-Painted Renderings
2.1 The Characteristics of Ceramic Hand Drawn Renderings
2.2 The Teaching Value of Ceramic Hand Drawing Renderings
3 Design of Assistant Teaching System
4 Principles of Cloud Computing
5 Conclusion
References
Virtual Reality Chinese Teaching System Based on Deep Learning Algorithm
1 Introduction
2 Basic Concepts of Multi-objective Optimization of Genetic Algorithm
3 Standard Genetic Algorithm
4 Implementation of Coding
5 Improving Teaching Methods and Strengthening Chinese Thinking Training
6 Conclusion
References
Application of Cloud Computing in Ceramic Design
1 Clustering Analysis Algorithm for Large Scale Data in Cloud Computing
2 Cluster Center
3 Ceramic Art Concept
4 Innovative Application of Cloud Computing in Ceramic Art Design
4.1 Inheriting the Development of Ceramic Art
4.2 Provide New Design Ideas for Modern Product Design
5 Innovative Application Method of Cloud Computing in Ceramic Art Design
5.1 Individualized Design of Ceramic Art Products
5.2 Humanized Design of Ceramic Art Products
5.3 Localization Design of Ceramic Art Products
Reference
Design of English Teaching Post Competency Evaluation System Based on K-means Clustering Algorithm
1 Introduction
2 Data Analysis Model of English Teaching Post Competency Evaluation
2.1 Data Analysis of Constraint Parameters
2.2 Quantitative Recursive Analysis of Evaluation
3 Simulation Experiment and Test Results
4 System Function Design
5 Conclusion
References
Design of Electrical Automation Engineering Control System
1 Introduction
2 Current Situation of Electrical Automation Engineering Control System
3 Function of Electrical Automation Engineering Control System and Its Bad Problems
3.1 Function
3.2 Bad Problems
4 Suggestions on Strengthening the Construction of Control System of Electrified Automation Project
4.1 Innovative Electrical Automation Products Come Out
4.2 Integration of Electrical Automation Control System and Artificial Intelligence Technology
5 Development Trend of Electrical Automation Engineering Control System
5.1 Distributed Control Method is More Widely Used in Electrical Automation System
6 Conclusion
References
Fault Detection Method of Electrical Automation Equipment Based on Neural Network
1 Introduction
2 Control and Detection
3 Principle of State Recognition Based on RBF Network
3.1 Introduction to RBF Network
3.2 State Recognition Based on RBF Network
4 State Recognition of High Voltage Circuit Breaker Based on (RBD) Neural Network
4.1 State Recognition Algorithm with Learning New State Types
4.2 Application of Improved State Recognition Algorithm in Circuit Breaker State Identification
5 Conclusion
Reference
Traffic Signal Machine Learning Controller Based on Genetic Algorithm
1 Introduction
2 System Design
3 Genetic Algorithm
4 Simulation Comparison
5 Conclusion
References
Design and Implementation of Cloud Computing Platform Monitoring System Based on Nagios
1 Introduction
2 Introduction to Related Technologies
2.1 SNMP Protocol
2.2 SNMP Management Information Structure
3 System Design
3.1 System Design Principles
3.2 Overall Design of the System
4 Conclusion
References
Research on Medium Voltage Distribution Network Planning Method Based on Improved Genetic Algorithm
1 The Concept of Genetic Algorithm
2 Basic Characteristics of Genetic Algorithm
3 Mathematical Method of Distribution Network Planning
3.1 Traditional Optimal Algorithm
3.2 Modern Optimization Methods
4 Distribution Network Planning Based on Improved Multi Population Genetic Algorithm
4.1 Mathematical Model of Single Source Planning in Distribution Planning
4.2 Distribution Network Planning Based on Improved Multi Population Genetic Algorithm
4.3 Repair of Radial Grid of Distribution Network
5 Conclusion
References
Design of Incomplete 3D Information Recognition System Based on SIFT Algorithm
1 Application of SIFT Algorithm in Incomplete 3D Information Image Recognition
2 SIFT Algorithm Flow
2.1 Scale Space Generation
2.2 Constructing Scale Space
3 Direction Assignment of Key Points
4 Modeling of Incomplete 3D Image Recognition System
4.1 Cycle Matching Vector Modeling Steps
4.2 Circular Matching Vector Modeling
4.3 Image Matching
5 Conclusion
References
Real-Time Detection Technology of URL Attack Behavior Based on Machine Learning
1 Research Status of URL String Detection
1.1 Blacklist Detection Technology
1.2 Research on Malicious URL Detection Using Machine Learning
2 Feature Extraction Technology
3 Construction of Malicious URL Detection Model Based on Machine Learning
3.1 Construction of Malicious URL Detection Model
3.2 Construction of SVM Detection Model
4 Architecture Design of Malicious URL Detection System
4.1 Architecture Design of Malicious URL Detection System
4.2 Design and Implementation of Data Analysis Layer
5 Conclusion
References
Application Value and Path of Computer Technology in Student Management in the Internet Era
1 Introduction
2 Challenges Faced by College Student Management Under the Background of Big Data
2.1 The Personal Ideological Understanding of Student Management Personnel
2.2 Lack of Studentsâ Quality and Skills
3 The Era Characteristics of Big Data
4 New Path of College Student Management in the Era of Big Data
4.1 Improve the Skills and Ideological Understanding of College Student Management Personnel
4.2 Build Internet Big Data Awareness
5 Conclusion
References
Application of Computer Technology in Engineering Cost Management
1 Introduction
2 Analysis on the Application of Computer Technology in Project Cost Management
2.1 Imbalance of Software Application in Engineering Cost
2.2 There are Many Kinds of Engineering Cost Management Software and the Existing Problems
3 Work Procedure of Value Engineering
4 Application Analysis of Computer Technology in Cost Management of Construction Project in Various Stages
5 Conclusion
References
Short Term Power Load Forecasting Based on Meteorological Accumulation and AcA-GRNN
1 Introduction
2 Analysis of Meteorological Factors
2.1 Accumulation of Meteorological Conditions
2.2 Evaluation Function of âsimilarityâ of Meteorological Conditions
3 Generalized Regression Neural Network
4 Ant Colony Optimization Algorithm
4.1 Establishment of Objective Function
4.2 Basic Ant Colony Optimization Algorithm
5 Conclusion
References
Reform and Practice of Traditional Chinese Medicine in Information Teaching Method Promoted by ID3 Algorithm
1 Basic Concepts of ID3 Algorithm
2 Construction of Integrated Platform for Informatization Teaching of Traditional Chinese Medicine
3 Reform of Deep Integration of Classroom Teaching and Network Teaching of Traditional Chinese Medicine
3.1 Promote Deep Integration Based on Micro Idea
3.2 Promotion of Teacher Student Interaction Based on Problem Discussion Guidance
4 Reform and Practice of Traditional Chinese Medicine in Information Teaching Method
4.1 Carrying Out Research Teaching to Promote Deep Integration
4.2 Introducing Student Teaching Assistants to Promote Deep Integration
5 Conclusion
Reference
Research on the Development and Application of Sports Video Analysis Platform in Sports Training
1 Introduction
2 Requirements of Motion Video Analysis System
3 Design of Motion Video Analysis System
3.1 Function Design of Motion Video Analysis System
3.2 Hardware Structure of the System
3.3 Design of Image Processing Algorithm
4 Development and Implementation of Sports Video Analysis System Based on Sports Training
5 Conclusion
References
Calligraphy Teaching System in Primary and Secondary Schools Based on Artificial Intelligence
1 Introduction
2 Design and Implementation of Teaching System Based on Artificial Intelligence
2.1 Design and Implementation of Visual Teaching Module
2.2 Determination of Studentsâ Learning Speed Calligraphy
3 Structure Design of Calligraphy Interactive Teaching System in Primary and Secondary Schools
3.1 Model Design of Calligraphy Interactive Teaching System
4 Module Division of Calligraphy Interactive Teaching System
5 Interface Design of Calligraphy Interactive Teaching System in Primary and Secondary Schools
6 Conclusion
References
Automatic Generation Algorithm of Electrical Wiring Diagram for Distribution Network Based on Topology Stratification
1 Hierarchical Topology Model of Distribution Network
2 Construction of Hierarchical Topology Model
3 Preliminary Layout of Automatic Mapping
3.1 Calculation of Node Coordinate Moving Distance
3.2 Layout End Condition
4 Automatic Mapping and Complete Drawing
5 Epilogue
References
Neural Network Prediction Model of Real Time Data of Thermal Power Plant Based on L-M Algorithm
1 Introduction
2 Basic Principles of Time Series Prediction
2.1 BP Neural Network
2.2 L-M Training Algorithm
2.3 Principle of Time Series Prediction
3 Real Time Data Prediction Model of Thermal Power Plant
4 Data Preprocessing
5 The Significance of Neural Network
6 Conclusion
References
The Design and Application of Dance Teaching System Based on Moodle Platform
1 Introduction
2 The Current Situation of Dance Teaching in Colleges and Universities and the Problems Solved by the Platform
3 Overview of Moodle Platform
4 Design of Dance Teaching System Based on Moodle Platform
4.1 Design of Dance Teaching System Based on Crud Operation of Database Access
4.2 Moodle Platform Structure
5 Specific Application Analysis
6 Conclusion
References
Remote Digital Management Resource Base Mode Based on Cloud Computing
1 Cloud Computing Technology
2 Optimization of Energy Saving Scheduling Algorithm for Cloud Computing Data Center
2.1 3D Reconstruction of Cloud Computing Data Center Resources
2.2 Energy Saving Scheduling Algorithm for Cloud Computing Data Center
3 The Model of Distance Education Digital Teaching Resource Database Based on Cloud Computing
3.1 The Logical Framework of Resource Network Model
3.2 Platform Architecture of Mode
3.3 Large Scale Learning Resource Processing Technology
4 Conclusion
References
Research on Post Production of Film and Television Based on Computer 3D Technology
1 New Media Background
2 Synthesis and Treatment Effect of the Technology
3 Computer Aided Design
3.1 3D Reconstruction Algorithm of Point Cloud Segmentation and Matching Based on 3D Technology
3.2 Advantages of 3D Technology in Film and Television Processing
4 Research on the Application of 3D Technology in Film and Television Post Production
5 The Development Prospect of 3D Technology in Film and TV Post Processing
6 Conclusion
Reference
Research on Security Situation Analysis and Intelligent Disposal Technology of Edge Side Area
1 Introduction
2 Edge Side Area Calculation Model
3 Intelligent Level Division Calculation of Edge Computing
4 Research Motivation
4.1 Apt and Other New Attack Methods Emerge in Endlessly References
4.2 Security Risks of Cloud Computing and Big Data
4.3 The Existing Safety Protection Measures Are Difficult to Cope with the New Security Situation
5 Intelligent Disposal Technology
5.1 Network Security Situation Awareness System Architecture
5.2 Main Functions of Network Security Situation Awareness
6 Conclusion
References
Fractal Method Algorithm for Art Pattern Generation and Design
1 Introduction
2 The Basic Principle of Fractal Art Pattern Generation and Design
3 Using Periodic Function to Adjust and Generate Different Styles of Art Patterns
3.1 Fractal Distribution Composition of Patterns
4 Conclusion
References
Design and Implementation of Remote Indoor Monitoring System for Empty Nest Elderly Based on Internet of Things
1 Introduction
2 Introduction of System Development Related Technology
2.1 Android Platform
2.2 Nodes, Express and Mongodb
3 Implementation of Mobile Client in Monitoring System
4 Realization of Indoor Location Algorithm
5 Conclusion
References
Study on Fuzzy Soil Balanced Fertilization Model System Based on Neural Network
1 Introduction
2 Key Technology Principle
2.1 RBF Neural Network
2.2 Orthogonal Least Square Method
3 Research and Application of RBF Neural Network Algorithm Based on FCM Optimization
3.1 Characteristics of FCM Algorithm
3.2 RBF Neural Network Optimized by FCM Algorithm
4 Conclusion
References
Optimization and Embedded Implementation of Gesture Recognition Algorithm Based on Convolutional Neural Network
1 Introduction
2 Gesture Recognition Based on Convolution Neural Network
2.1 Gesture Recognition Process
2.2 Hand Gesture Region Reconstruction
3 Forward Propagation and Back Propagation Algorithm
4 Construction of Embedded Linux System
5 Conclusion
References
Research on BIM Assembly Building Cost Accounting Model Based on Genetic Algorithm
1 Genetic Algorithm
1.1 Overview of Genetic Algorithm
1.2 Basic Principles
1.3 Coding Problem of Genetic Algorithm
2 Cost Control Based on Genetic Algorithm
3 Building Information Model BIM
4 The Necessity of the Combination of Prefabricated Building and BIM
5 Conclusion and Prospect
References
Intersectional Leading Industry Based on Data Mining
1 Introduction
2 Overview of Image Classification
2.1 The Concept of Image Classification
2.2 The Process of Image Feature Extraction
3 Type of Classifier
4 Conclusion
References
Clustering Algorithm for the Spread of Traditional Culture in Jilin Region
1 Introduction
2 The Mode of Transmission of Chinese Traditional Culture at the Present Stage
2.1 Oral Communication
2.2 Graphic Communication
2.3 Mass Communication
3 Creative Transformation and Innovative Development: The Internal Driving Force of Traditional Culture Communication
4 Conclusion
References
Research and Implementation of Layering and Path Planning Algorithm in 3D Printing Technology
1 Layered Algorithm in 3D Printing Technology
1.1 The Concept of Stratification
1.2 Hierarchical Process and Algorithm of STL File
1.3 Hierarchical Processing Algorithm
2 The Importance of Path Planning
3 Research on Path Planning Algorithm
3.1 Research on Filling Algorithm of Offset Path Planning
3.2 Analysis of Existing Scanning Path Planning Methods
3.3 Implementation of Offset Offset Algorithm
4 Conclusion
References
Research on Smart Home-Community-Based Pension Model of Combination of Medical and Health Care Based on âInternet +â
1 Introduction
2 Analysis of the Elderlyâs Needs and Preferences in Smart Elderly Healthcare
2.1 Basic Situation of the Respondents
2.2 The Elderlyâs Needs and Preferences in Smart Elderly Healthcare
2.3 Build an Internet + Smart Community Pension Model Platform that Combines Medical and Health Care
3 Analysis the Obstacles of Home-Community-Based Pension Model of Combination of Medical and Health Care
4 Suggestions and Countermeasures
References
Design Problems of Bridge Pile-Soil Interaction Based on Machine Learning
1 Overview of Bridge Pile Foundation Problems
2 Mechanism of Lateral Resistance of Single Pile
3 Mechanism of End Resistance of Single Pile
4 Conclusion
References
Development of Multi-Parameter Wireless Sensor Network Monitoring System Based on ZigBee Technology
1 Introduction
2 Design of a Network Monitoring System Based on Zigbee Wireless Sensors
3 Performance Test of Wireless Sensor Network Monitoring System Based on Zigbee
4 Conclusion
References
Intelligent Logistics Based on the Internet of Things and Cloud Computing
1 Introduction
2 Logistics Model Algorithm
3 Construction of Logistics Model
4 Logistics Model Test
5 Conclusion
References
Design of Horse Health Management System Based on Wireless Network and Simulation System
1 Introduction
2 System Construction
3 Horse Epidemic Prevention and Health Supervision Application Platform
4 Performance Test
5 Conclusion
References
Design of Horse Race Registration System Based on Wireless Network and Simulation System
1 Introduction
2 Registration System Process
3 System Architecture Design
4 System Performance Test
5 Conclusion
References