Cyber Security Intelligence and Analytics

Name: Cyber Security Intelligence and Analytics | Proceedings of the 2020 International Conference on Cyber Security Intelligence and Analytics (CSIA 2020), Volume 1
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Proceedings of the 2020 International Conference on Cyber Security Intelligence and Analytics (CSIA 2020), Volume 1

Zheng Xu Reza M. Parizi Mohammad Hammoudeh Octavio Loyola-González(Editor)

Springer (Publisher)

1st Edition

Published on 19. March 2020

XVIII, 829 pages

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978-3-030-43306-2 (ISBN)

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Content

Intro
Foreword
Organization
Steering Committee Chair
General Chair
Program Committee Chairs
Publication Chairs
Publicity Chairs
Local Organizing Chairs
Program Committee Members
Contents
Technical Tracks 1: Cyber Intelligence and Analytics from Different Layers of Network Space Solutions
Computer Network Information Security Protection Strategy Based on Clustering Algorithms
Abstract
1 Introduction
2 Method
2.1 Troubles in Computer Network Information Security
2.2 Cluster Analysis Technology
2.3 Improved K-Means Clustering Algorithms
3 Experimental Simulation and Experimental Data
4 Experiments and Discussions
4.1 Experimental Process
4.2 Experimental Summary
5 Conclusion
References
Network Communication Security Program Design Based on Wireless Router
Abstract
1 Introduction
2 TCM Module Platform Structure
2.1 Trusted Cryptographic Module
2.2 Trusted Cryptographic Service Module (TSM)
3 TCM Certification Based on 802.1X
4 System Test
4.1 Test Process
4.2 Test Result Analysis
5 Conclusion
References
Network Intrusion Detection Model Based on Improved Convolutional Neural Network
Abstract
1 Introduction
2 Convolution Neural Network Based on Genetic Algorithm
3 Intrusion Detection Experiment Based on Genetic Convolution Neural Network
3.1 Chromosome Coding and Fitness Function
3.2 Experimental Model Settings
3.3 Comparison Experiment Settings
3.4 Experimental Results and Analysis
4 Conclusion
References
Overall Layout and Security Measures of Campus Wireless Local Area Networks
Abstract
1 Introduction
2 Methods and Techniques
2.1 Demand of Campus Network
2.2 Network Structure and Engineering Wiring (Fig. 1)
2.3 Business Deployment of the Campus Wireless Network (Fig. 2)
2.4 Management Mode of Campus Wireless Network (Fig. 3)
3 Security of Campus WLAN
3.1 Common Security Risks of Campus Wireless Network
3.1.1 DSSS Risks
3.1.2 WEP Security Vulnerability
3.1.3 Hardware Stolen
3.1.4 Fake Access Point
3.1.5 Other Hidden Dangers
3.2 Prevention Strategies
3.2.1 WLAN Authentication
3.2.2 Reasonable Installation of Wireless Network Equipment
3.2.3 Using Static IP Address and Intrusion Detection Tool
3.2.4 Set up Additional Third-Party Data Encryption Scheme
4 Summary and Prospect
References
Application of Computer Network Anomaly Recognition Based on Artificial Intelligence
Abstract
1 Introduction
2 Current Status of Artificial Intelligence in Network Anomaly Diagnostic Applications
3 Network Management Based on Artificial Intelligence
4 Analysis of Basic Characteristics of Network Anomaly
4.1 Hierarchy
4.2 Transmissibility
4.3 Correlation
4.4 Randomness
5 Application of Network Anomaly Recognition Method Based on Artificial Intelligence
5.1 Information Acquisition and Processing Stage
5.2 Related Parameter Settings
5.3 Offline Learning
5.4 Fault Detection and Alarm
6 System Function Implement
6.1 The Whole System Development Process
6.2 Implementation of Equipment Monitoring Module
6.3 Implementation of Network Anomaly Recognition Module Based on Artificial Intelligence
7 Conclusion
Acknowledgements
References
Data Security Risk and Preventive Measures of Virtual Cloud Server Based on Cloud Computing
Abstract
1 Introduction
2 Overview of Server Virtualization Technology Based on Cloud Computing
3 Virtual Cloud Server Data Security Risk Analysis
3.1 Data Transmission Security Risks
3.2 Data Storage Security Risks
3.3 Data Application Security Risks
4 Virtual Cloud Server Data Security Precautions
4.1 Improve Network Security Laws and Regulations
4.2 Improving the Awareness of Participants in Security Precautions
4.3 Strengthen the Application of New Cloud Security Technologies and Build an Integrated Cloud Security Infrastructure
4.4 Establishing Industry Standardized Cloud Security Supervision and Evaluation System
5 Conclusions
References
Computer Network Security Based on Hierarchical Evaluation Protection System
Abstract
1 Introduction
2 Method
2.1 Computer Network Security and Layered Protection System
2.2 Characteristics of Computer Network Security and Layered Protection System
2.3 Design and Function Research of Computer Network Security Hierarchical Evaluation Protection System
3 Experiment
4 Discussion
4.1 Performance Test Analysis of Protection System Based on Hierarchical Evaluation
4.2 Usability Test of Protection System Based on Hierarchical Evaluation
5 Conclusion
Acknowledgements
References
Discussion on Computer Network Security Under the Background of Big Data
Abstract
1 Introduction
2 The Importance of Cybersecurity in the Era of Big Data
3 Hidden Dangers of Network Security in the Era of Big Data
3.1 Lack of Cybersecurity Awareness
3.2 Harm from Hacking
3.3 The Harm Caused by Virus Invasion
3.4 Hidden Dangers Caused by Computer Network System Vulnerabilities
3.5 Other Security Risks
4 Measures to Strengthen Network Security in the Era of Big Data
4.1 Improve the Protection Awareness of Network Users
4.2 Upgrade Firewall Technology to Enhance Monitoring Sensitivity
4.3 Improve Computer Anti-virus Capabilities
4.4 Strengthen the Defense Function of the Network System
4.5 Other Protective Measures
References
Application of Virtual Local Area Network Technology in Smart Grid
Abstract
1 Introduction
2 Method
2.1 Smart Grid
2.2 Virtual Local Area Network Technology
3 Experiment
3.1 Test Environment
3.2 Experimental Steps
4 Discuss
4.1 Experimental Application Analysis
4.2 Smart Grid Structure and Data Analysis
5 Conclusion
References
Creative Thinking Design of Visual Communication Under Big Data
Abstract
1 Introduction
2 Concepts and Classifications of Creative Thinking in Visual Communication Design
3 The Important Role of Creative Thinking in Visual Communication Design
4 Opportunities and Challenges Faced by Visual Communication Design in Big Data Era
4.1 Opportunities Faced by Visual Communication Design in Big Data Era
4.2 Challenges Faced by Visual Communication Design in Big Data Era
5 Specific Strategies of the Development of Creative Thinking in Visual Communication Design in Big Date Era
5.1 Make Full Use of the Advantages of Data, Strengthen the Training of Designers' Divergent Thinking
5.2 Make Use of the Diversity of Big Data to Cultivate Designers' Associative Thinking
5.3 On the Basis of Conventional Thinking, Expand the Reverse Thinking of Designers
5.4 According to the Needs of the Information Age, Set up the Design Concept of Keeping Pace with the Times
6 Conclusion
References
Public Key Digital Authentication in Mobile Communication
Abstract
1 Introduction
2 The Analysis of the WAP
2.1 The Application Model of the WAP
2.2 The Protocol Stack Structure of WAP
3 The Main Function of PKI Is to Manage the Generation, Distribution and Verification of Secret Keys
3.1 CA
4 Compare of WAP and TCP/IP
5 A New System of Bidirectional Identity Authentication System
6 Conclusions
Acknowledgments
References
Investigation on Network Security Access Mechanism Based on Sqlserver Database
Abstract
1 Introduction
2 Method
2.1 Sqlserver Database and Network Security
2.2 Data Model Algorithm
3 Sqlserver Database Security Analysis
4 Discuss
4.1 Use Analysis of Sqlserver Database
4.2 Policies for Sqlserver Database Security Access Mechanism
5 Conclusion
References
Information Security Risk Assessment Based on Cloud Computing and BP Neural Network
Abstract
1 Introduction
2 Method
2.1 Cloud Computing Services
2.2 BP Neural Network
2.3 Assess Information Security Risks
3 Experiment
4 Discuss
4.1 Information Security Risk Factors
4.2 The Design Method of This Paper and Traditional Design Method
4.3 Security Risk Prevention Recommendations
5 Conclusion
References
Security Technology of Wireless Sensor Network Based on IPSEC
Abstract
1 Introduction
2 Method
2.1 IPSEC Protocol
2.2 Network Security Issues of Wireless Sensors
3 Experiment
4 Discussion
4.1 AH Protocol Function and ESP Protocol Test Analysis
4.2 Encryption Performance Test Analysis
5 Conclusion
Acknowledgements
References
Enterprise Internal Audit Data Network Security System in the Information Age
Abstract
1 Introduction
2 Problems Existing in Enterprise Internal Audit Big Data Network Security System in Information Age
2.1 Increased Risk to the Quality of Corporate Audits
2.2 Lack of an Internal Audit Application Platform
2.3 Enterprise Big Data Audit Network Security Internal System Construction Is Not in Place
2.4 Internal Auditors' Information Skills Need to Be Improved
3 Solution Strategy of Internal Audit Big Data Network Security System in the Information Age
3.1 Develop Long-Term Planning for Internal Audit Work in Large Data Environment
3.2 Construct the Information Platform for Internal Audit in Large Data Environment
3.3 Improve Management and Control Systems in Large Data Environment
3.4 Strengthen the Training of Informationized Internal Audit
4 Conclusions
References
Transportation and Planning Based on Network Expansion Optimization Algorithm
Abstract
1 Introduction
2 Method
2.1 Integrated Transportation System
2.2 Road Network Capacity Optimization Model
3 Experiment
4 Discuss
5 Conclusion
References
Personal Information Security Risks and Legal Prevention from the Perspective of Network Security
Abstract
1 Basic Profile of Personal Information Security Risks
2 Legal Issues in Personal Information Network Security Risks
2.1 The Legal System for Personal Information is Insufficient
2.2 Inadequate Judicial Remedies
3 Path Construction of Personal Information Security Legal Prevention
3.1 Principles of Legal Regulation
3.2 Construction of Legal Norms
4 Conclusion
References
The Security Protection Strategy of Computer Network Information in the Big Data Era
Abstract
1 Introduction
2 Basic Characteristics of the Network in Big Data Era
3 Computer Network Information Security Issues in the Big Data Era
3.1 Natural Disasters
3.2 Human Error
3.3 Openness of the Network
3.4 Hacking
3.5 Spread and Theft of Spam
3.6 Invasion of Computer Viruses
4 The Security Protection Strategy of Computer Network Information in the Big Data Era
4.1 Install Anti-virus Software, Pay Attention to Data Encryption Protection
4.2 Strengthen Prevention Awareness to Prevent Hacking
4.3 Strengthen Account Protection
4.4 Strengthen the Scientific Application of Firewall Technology
4.5 Data Encryption Technology
5 Summary
Acknowledgments
References
A Role of Law in Network Security Supervision Based on Public Internet Perspective
Abstract
1 Introduction
2 Compare the Development Trends of the Internet and Related Service Industries in 2018 and 2019
3 Network Security Threat Situation Analysis
3.1 Network Security Disposal in 2018
3.2 Network Security Disposal in 2019
3.3 Comparative Analysis of 2018-2019 Indicators
4 A Weapon to Ensure Network Security-The Network Security Law of the People's Republic of China
4.1 Significance of Implementing of the Network Security Law of the People's Republic of China
4.2 Role of the Network Security Law of the People's Republic of China
5 Conclusions
References
The Translation of Jiaodong's Excellent Traditional Culture Based on Computer Network
Abstract
1 Introduction
2 Jiaodong's Excellent Cultural Connotation
2.1 Patriotic Awakening
2.2 Dedication and Innovation During the Anti-Japanese War
2.3 The Forefront Spirit of Focusing on the Overall Situation During the Liberation War
3 Online Acceptance of Jiaodong Culture
4 Network Translation Mode
4.1 Operating Mechanism
4.2 Cultural Translation
4.3 Computer Network Improves Cultural Translation Ability
4.4 Computer Network-Based Crowdsourcing Translation Model
4.5 Collaborative Model Based on Human-Machine Cooperation
5 Conclusion
Acknowledgments
References
Computer Network Database Security Management Technology Optimization Path
Abstract
1 Introduction
2 Method
2.1 Characteristics of Database Security Management
2.2 Objectives of Network Database Security Management
3 Main Factors Threatening Computer Network Security
3.1 Computer System Vulnerability
3.2 Virus Invasion
3.3 Unauthorized Access
4 Computer Network Database Security Management Technology Optimization Measures
4.1 Establish the Security Management Mode
4.2 Antivirus Technology
4.3 Storage Management and Data Backup
4.4 Encryption Technology
5 Conclusion
References
Optimal Algorithm of Hybrid Blind Signal Real-Time Separation in Wireless Communication Networks
Abstract
1 Introduction
2 Signal Transmission Model and Signal Analysis in Wireless Communication Network
3 Improved Design of Real-Time Separation Algorithm
4 Simulation
5 Conclusions
References
Computer Network Information Security in the Big Data Era
Abstract
1 Introduction
2 Proposed Method
2.1 Information Development in the Big Data Era
2.2 NIS Control Theory
2.3 Problems with NIS in the Context of Big Data
3 Experiments
3.1 Experimental Background
3.2 Test Subject
3.3 Experimental Collection
4 Discussion
4.1 Analysis of Reliability and Validity of Questionnaire Data
4.2 Evaluation System of Network Information Security Control in the Context of Big Data
5 Conclusions
References
Design and Research of Metallurgical Energy Data Security Monitoring System Based on Android Platform
Abstract
1 Introduction
2 Design of Security Monitoring System
2.1 Design Background of Security Monitoring System
2.2 Security Monitoring System
2.3 System Framework
2.4 Module Design
2.4.1 Network Intrusion Monitoring Module
2.4.2 Information Monitoring Module
3 Contrast Experiment
3.1 Test Content
3.2 Test Process
3.3 Results and Analysis
3.3.1 Accuracy Analysis
3.3.2 Energy Consumption Analysis
4 Conclusions
References
A Reliability Analysis Method of Multiple Components System Based on Copula Function
Abstract
1 Introduction
2 Problem Analysis
3 Simple System Reliability
4 Multi-components System Reliability
4.1 A Parallel System of Two Units Reliability and One Safety Unit
4.2 A Series System of Two Unit's Reliability One Safety Unit
5 Conclusion
References
Method and Practice of Short Wave Long Distance Communication Link Establishment
Abstract
1 Introduction
2 Short Wave Communication Link Design
2.1 Simulation Analysis of Antenna Elevation ? and Communication Distance
2.2 Analysis and Calculation of Antenna Erection Height
2.3 Analysis and Calculation of Communication Azimuth
3 Communication Support Task Practice
4 Conclusions
References
Design Information Security Management System Based on Cryptography
Abstract
1 Introduction
2 Architecture of System
2.1 Authentication Technology
2.2 Designing Information Security Access Control
3 Secure Transmission of Design Information
4 Conclusions
References
Technical Tracks 2: Control Systems, System Integration, and Industrial Artificial Intelligence
Vision Sharing Method of Network Robot Based on Deep Learning
Abstract
1 Introduction
2 Method
2.1 Core Concepts
2.2 Research Methods
3 Experiment
4 Discussion
4.1 Visual Display of Data
4.2 Analysis and Discussion
5 Conclusion
References
Influence Analysis Model of Clean Energy Grid-Connected Generation to Transmission and Distribution Price
Abstract
1 Introduction
2 Cost and Revenue Decomposition of Clean Energy Grid-Connected Generation
2.1 Cost Decomposition of Clean Energy Grid-Connected Generation
2.2 Revenue Decomposition of Clean Energy Grid-Connected Generation
3 Influence of Clean Energy Grid-Connected Generation on TDP
3.1 Influence Analysis of the Current TDP System in China
3.2 Cost and Revenue Split of Clean Energy Grid-Connected Generation in Transmission and Distribution Cost
3.3 The Influence of Clean Energy Grid-Connected Generation on TDP
4 Conclusions
Acknowledgements
References
Design of High Precision Frequency Meter Based on STM32H743
Abstract
1 Introduction
2 Design
2.1 Principle
2.2 Code
3 Conclusion
References
Centrifugal Pump Impeller Health Diagnosis Based on Improved Particle Filter and BP Neural Network
Abstract
1 Introduction
2 Improved PF Algorithm
3 Test System and BP Neural Network Diagnosis System
3.1 Centrifugal Pump Experimental System
3.2 PCA Basic Principle and Feature Value Selection
3.3 BP Neural Network Diagnosis System
4 Conclusion
Acknowledgement
References
Simulation Analysis of Self-balancing Chassis Based on ADMAS Software
Abstract
1 Introduction
2 Mechanical System Design
3 ADMAS Simulation Analysis
4 Conclusion
Acknowledgements
References
Modeling Analysis and Simulation Research of Spring-Return Plunger Pump Based on AMESim
Abstract
1 Introduction
2 Spring - Reset Plunger Pump Operating Principle
3 AMESim Simulation Model Establishment
4 Simulation Analysis of Spring-Reset Plunger Pump
4.1 Leakage Analysis of Plunger Vice President
4.2 Analysis of Plunger Pump Pressure and Flow
5 Summarizes
References
Application Research of Business Rules Engine Management System Based on Drools
Abstract
1 Introduction
2 Technology Is Introduced
3 Analysis and Design of Management System
3.1 System Analysis
3.2 Database Design
3.3 System Design
4 Conclusion
Acknowledgements
References
Application of Self-service Analysis Tool for Data Management Application
Abstract
1 Introduction
2 Method
2.1 Analytic Hierarchy Process
2.2 Self-service Analysis Tool Application
3 Experiment
4 Discuss
4.1 Experimental Results and Analysis
4.2 Advantages of Self-service Analysis Tools for Data Management Applications
5 Conclusion
Acknowledgements
References
Intelligent Pathfinding Algorithm in Web Games
Abstract
1 Introduction
2 Method
2.1 Basis of Intelligent Pathfinding Technology
2.2 Improved Intelligent Pathfinding Algorithm
3 Experiment
3.1 Experimental Environment Deployment
3.2 Experiment Implementation
4 Discuss
4.1 Experimental Simulation Results
4.2 Analysis of the Best Pathfinding Algorithm
5 Conclusion
References
Design of Intelligent Manufacturing Product Identification and Detection System Based on Machine Vision
Abstract
1 Introduction
2 Method
2.1 Image Filtering Method
2.2 Contour Feature Description Based on Fourier Transform
3 Experiment
4 Discuss
4.1 Analysis of Experimental Results
4.2 System Performance Test
5 Conclusion
References
Investigation on the Analysis Model of Cloud Classroom Teaching Activities of PHP Network Development Technology Based on xAPI
Abstract
1 Introduction
2 Method
2.1 Core Concepts
2.2 Cloud Area Algorithm
3 Test Experiment of Cloud Classroom Teaching Activity Model
4 Discuss
4.1 Construction of Cloud Classroom Teaching Activity Model
4.2 Verification of Cloud Classroom Teaching Activity Model
5 Conclusion
Acknowledgement
References
Engineering Cost Management Strategy Based on Data Mining
Abstract
1 Introduction
2 Method
2.1 Commonly Used Data Mining Methods
2.2 Project Cost Prediction Model
3 Experiment
4 Discuss
4.1 Experimental Results and Analysis
4.2 Precautions for Application of Data Mining Technology in Engineering Cost Management
5 Conclusion
References
Upper Limb Rehabilitation Electromechanical System for Stroke Patients
Abstract
1 Introduction
2 Mechanical Structure Design of the Extremity Exoskeleton Robot
3 Simulation of Main Components
4 Conclusion
Acknowledgment
References
Device of a Multi-functional Baby Cradle
Abstract
1 Overall Design
2 Design of Key Mechanical Component
2.1 Shaker Overall Mechanical
2.2 Mechanical Design of Weighing Sensing Mechanism
2.3 Temperature Control Roller Blind Device
2.4 Shaker Device
2.4.1 Mechanical Structure of the Shaker Device
2.4.2 Working Principle of the Shaker Device
3 Part of the Performance Experiment
3.1 Experimental Process
3.1.1 Bed Area Temperature Control Function Test
3.1.2 Baby Anti-theft Function Test
3.2 Conclusion and Analysis
4 Conclusion
Acknowledgements
References
The Exploration and Research on the Open Autonomous Learning Model of Internet Plus Initiative
Abstract
1 Introduction
2 Learning Model of College Students at Home and Abroad
3 The Multidimensional Analysis of the Open Autonomous Learning Model with the Guidance of Internet Plus Initiative
3.1 Characteristics of Autonomous Learning Model
3.2 Factors Restricting the Model of Autonomous Learning
3.3 The Group Analysis of Autonomous Learning Model
3.4 The Research on Independent Learning Model Equipment
4 The Analysis of the Results of Multi-style Questionnaire
4.1 An Analysis of the Factors Affecting the Autonomous Learning of College Students
4.2 An Analysis of College Students' Demand for Autonomous Learning Resources
4.3 The Analysis of the Learning Efficiency that Was Influenced by the Selection of Mobile Devices
4.4 An Analysis of the Purpose of Autonomous Learning
4.5 The Analysis of Other Factors
5 Problems in the Open Learning Model
References
Algorithm Design of Dynamic Question Answering System Based on Knowledge Base
Abstract
1 Introduction
2 Proposed Architecture
2.1 Dynamic Question Answering System
2.2 Main Algorithm Based on Knowledge Base of HowNet
3 Natural Language Processing
4 Algorithm Improvement
5 Q & A System Test
6 Conclusions
References
K-Means Algorithm Based on Initial Cluster Center Optimization
Abstract
1 Introduction
2 Related Definitions
2.1 Document Representation
2.2 Document Similarity
2.3 Objective Convergence Function
2.4 Document Distance
2.5 Core Document
3 Related Algorithms
3.1 K-Means Algorithm
3.2 Cluster Selection Algorithm for Initial Clustering Based on Distance and Density
3.3 Improved K-Means Clustering Algorithm
4 Experimental Results and Analysis
4.1 Data Set
4.2 Experimental Results
5 Conclusions
References
Intelligent Agriculture - Agricultural Monitoring and Control Management System
Abstract
1 Function Introduction
1.1 Function Overview
1.2 Functional Classification
1.3 Functional Description
1.4 Performance Requirements
2 System Framework Diagram and System Flow Chart
2.1 System Framework Diagram
2.2 System Flow Chart
3 Wireless Sensor Layer
3.1 System Description
4 Hardware Interface
4.1 Embedded Hardware Platform
4.2 Sensor Expansion Module
4.3 WiFi Gateway of Agricultural Monitoring and Control Management System
4.4 Infrared RF Central Control
5 Conclusion
Acknowledgements
References
Intelligent Traffic System Path Planning Algorithm
Abstract
1 Introduction
2 Method
2.1 Ant Colony Algorithm
2.2 Mathematical Model of Ant Colony Algorithm
2.3 Ant Colony Algorithm Flow
2.4 Road Network Model
3 Experiment
4 Discuss
4.1 Simulation Results
4.2 Comparison and Analysis of Algorithm Efficiency
4.3 Analysis of Ant Colony Algorithm Performance
5 Conclusion
Acknowledgement
References
Improved Ant Colony Algorithm in Automatic Following Luggage
Abstract
1 Introduction
2 Method
2.1 Automatically Follow Luggage
2.2 Ant Colony Optimization
3 Experiment
3.1 Experimental Object
3.2 Experimental Method
4 Discussion
4.1 Comparison of Convergence of Two Algorithms
4.2 Algorithm Optimal Solution Comparison
4.3 Suggestions for the Future Development of Automatically Following Luggage
5 Conclusions
Acknowledgements
References
Measure, Modeling and Compensation for Wearable Exoskeleton Sitting Assist System
Abstract
1 Introduction
2 Design of Artificial Spine Structure
3 Seat Function Mechanical Structure Design
4 Structural Analysis of the Upper Spine
5 Conclusion
Acknowledgment
References
Intelligent Kitchen Based on STC89C52RC Micro Control Unit
Abstract
1 Introduction
2 System Framework
2.1 Micro Control Unit (MCU)
2.2 Flammable Gas Sensor (MQ-2)
2.3 Temperature and Humidity Sensor (DHT11)
2.4 Light Sensor
2.5 Flame Sensor
2.6 NRF24L01 Wireless Communication Module
2.7 LCD1602 Module
3 System Flow
3.1 System Testing
4 Summary
References
Method for Judging Interdisciplinary References in Literature Based on Complex Networks
Abstract
1 Introduction
2 Indicator Selection and Method
3 Topological Indicators
4 Attribute Indicators
5 Method
6 Data and Experiment
6.1 Gene Editing
6.2 Data Acquisition and Processing
6.3 Indicator Filtering and Dataset Partition
7 Results and Discussion
References
Construction Method of Cable-Stayed Bridge Based on BIM Platform
Abstract
1 Introduction
2 Method
2.1 Revit Parameterized Design Method
2.2 Damage Identification Method
3 Experiment
4 Discuss
4.1 Analysis of BIM Platform Function Realization
4.2 Effect Test Based on BIM Operation and Maintenance Management Platform
5 Conclusion
References
Tower Monitoring System Based on BeiDou Navigation Technology
Abstract
1 Introduction
2 BeiDou Navigation Technology
3 Application of Iron Tower Monitoring System Technology Based on BeiDou Navigation Technology
4 Research and Analysis of Tower Monitoring System Based on BeiDou Navigation Technology
5 Conclusion
Acknowledgments
References
Failure Risk and Control of Nitrogen Trifluoride Tube-Bundle Container
Abstract
1 Introduction
2 Regulatory Model in China
3 Typical Product and Properties
4 Failure Mode
4.1 Fatigue Failure Mode
4.2 Ductile Failure Mode
4.3 Brittle Failure Mode
4.4 Corrosion Failure Mode
4.5 Leakage Failure Mode
4.6 Frame Structure Failure Mode
5 Risk Control Measures
5.1 Fatigue Failure Control
5.2 Ductile Failure Control
5.3 Brittle Failure Control
5.4 Corrosion Failure Control
5.5 Leakage Failure Control
5.6 Frame Structure Failure Control
6 Conclusion and Suggestion
Acknowledgements
References
Construction and Exploration of Intelligent Manufacturing Training Rooms Integrated with Production
Abstract
1 Introduction
2 Exploration of the Construction Concept
3 Layout of the Training Room
4 Training Room Construction Plan
4.1 Selection of Production Objects
4.2 Hardware Composition and Operation Mode
4.3 MES System in the Training Room
4.4 Construction of Teaching Resources
4.5 Construction of Environment and Culture
5 Construction Mode
6 Conclusion
Acknowledgements
References
An Operation Method for Uplink Science Meta Data Transmission Based on Satellite-to-Ground Large-Loop Comparison
Abstract
1 Introduction
2 Experiment of Quantum Key Distribution
3 Operation Method for Uplink Science Meta Data Transmission Based on Satellite-to-Ground Large-Loop Comparison
3.1 Upstream Data File Confirmation Interface
3.2 The Interaction Information Between FCC and the Telemetering, Tracking and Control and Data Transmission Equipment (TT&CDTE)
3.3 The Interaction Information Between FCC and SAC
4 Uplink Science Meta Data Operation Process
5 Applications and Conclusion
References
A Brief Discussion on the Method and Key Technology of Using ZY-3
Abstract
1 The Introduction
2 Overview of ZY-3 Satellite Images
3 The Production Process of ZY-3 Satellite Orthophoto Image
3.1 Preprocessing of the Original Image
3.2 Aerial Triangulation
3.3 DEM Production
3.4 Image Correction
3.5 Image Fusion
3.6 Image Mosaic
4 The Key Technique of Making Orthography
4.1 Pretreatment of Thin Cloud and Mist
4.2 Edit Image Matching Results
4.3 Edit Mosaics
4.4 The Technique of Equalizing Light and Color
4.5 Image Patch
5 Quality Inspection of Orthography
6 Conclusion
References
Performance Improvement of the Refrigerating System in Refrigeration Storage
Abstract
1 Introduction
2 Project Profile
2.1 Refrigerating Capacity
2.2 System Division
2.3 Introduction of the Refrigeration Process
3 Debugging Process
3.1 Preparation Before Debugging
3.2 System Debugging
4 Debugging Results
5 Conclusion
References
A Method for Attitude Guidance Law Generation Based on High Precision Space-Ground Integrated Calibration
Abstract
1 Introduction
2 Satellite Attitude Estimation Algorithm
2.1 Star Sensor and Gyro Attitude Determination Algorithm
2.1.1 Attitude Quaternion Calculation with Angular Velocity Integration
2.1.2 Angular Velocity Calculation with Difference of Attitude Quaternion
2.1.3 Star Sensor and Gyro Extended Kalman Filter Algorithm
2.2 Single/Double Vector Attitude Determination Algorithm
2.2.1 Magnetometer and Sun Sensor Double Vector Attitude Determination Algorithm
2.2.2 Single Magnetometer Attitude Determination Algorithm
3 Calculation of Guidance Law
4 Numerical Simulation and Result Analysis
5 Conclusion
References
Adaptive Sliding Mode Fault Tolerant Control of Spacecraft with Actuator Effectiveness
Abstract
1 Introduction
2 Spacecraft Mathematical Model
3 Adaptive Sliding Mode Fault-Tolerant Controller Design
4 Numerical Simulation and Analysis
4.1 Safe Mode
4.2 Failure Mode
5 Conclusion and Prospect
References
Design of Generator Controller Based on Fuzzy Algorithm
Abstract
1 Introduction
2 Mathematical Model of Single Machine System
3 Design of Fuzzy Controller
4 Simulation Analysis
5 Conclusions
References
Hybrid Simulation and Vibration Analysis of Aeroengine Simulation Gearbox
Abstract
1 Introduction
2 Analytical Solution and Finite Element Analysis of Thin-Walled Cylinder Mode
3 Model Validation
4 Conclusions
References
Kinematic Analysis of 6-DOF Parallel Robot with Multi-loop Coupling
Abstract
1 Introduction
2 Configuration Design
3 Kinematic Analysis of Mechanism
4 Inverse Solution of Mechanism Position
5 Positive Solution of Mechanism Position
6 Summary
Acknowledgement
References
Kinematic Case Verification of 6-DOF Parallel Robot
Abstract
1 Introduction
2 Design and Kinematic Analysis of Mechanism
3 Inverse Solution and Positive Solution of Mechanism Position
4 Case Verification
5 Verification of Inverse Solution and Improvement of Solution
6 Positive Solution Verification
7 Summary
Acknowledgement
References
Study on a Rotor Speed Estimation Algorithm of PMSG Wind Power System
Abstract
1 Introduction
2 Control Method Design
2.1 Stator Flux Estimation
2.2 Rotor Speed Estimation
2.3 Control Strategy of Generator Side Converter
3 Simulation Result
4 Conclusions
References
Optimal Control Strategy for Nonlinear Vibration of Beam Structures
Abstract
1 Introduction
2 Modeling
3 Establishment of State Space Equation
4 Optimal Control of Linear Equations
5 Examples of Numerical Simulation
6 Conclusion
References
Container Stacking Dispersion Degree and Truck Configuration Under Double Cycling Process
Abstract
1 Introduction
2 Literature Review
3 Evaluation Model
4 Case Study
5 Conclusions
Acknowledgements
References
Technical Tracks 3: Cloud Computing, Big Data, The Internet of Things, and Their System Intelligence
Construction of Chinese Interlanguage Corpus in the Era of Big Data
Abstract
1 Introduction
2 Problems in Chinese Interlanguage Corpus
2.1 Lack of High-Quality and Authentic Spoken Language Corpus Resources
2.2 Lack of Interdisciplinary Perspective in Corpus Construction
2.3 Limitations of Data Sources
2.4 Lack of History Corpus Course for Building Learners
3 Characteristics of Chinese Interlanguage Corpus in the Era of Big Data
4 The Construction of Chinese Interlanguage Corpus in the Era of Big Data
5 Conclusion
References
High-Quality Development of Tourism Industry Under the Trend of Cultural and Tourism Integration Based on Big Data Analysis
Abstract
1 Introduction
2 Method
2.1 Content Analysis
2.2 Data Visualization
3 Experiment
4 Discussion
4.1 Experimental Results
4.2 Analysis of Influencing Factors and Countermeasures
5 Conclusion
Acknowledgements
References
Distribution Information Sharing of Agricultural Products Supply-Chain in Big Data Environment
Abstract
1 Introduction
2 Method
2.1 Core Concepts
2.2 Research Methods
3 Experiment
3.1 Experimental Data Source
3.2 Experiment Implementation
4 Discussion
4.1 Data Visualization
4.2 Analysis and Discussion
5 Conclusion
References
Negative Externality of the Data Collection and Its Governing Methods
Abstract
1 Introduction
2 Data Collection
3 The Essence of Data Collection Is a Public Issue
4 Analysis of Externality of Data Collection
4.1 Externality
4.2 Analysis of Externality of Data Collection
4.3 Positive Externalities of Data Collection
4.4 Negative Externalities of Data Collection
5 Research on the Governance for Negative Externalities of Data Collection
5.1 Solutions Based on the Market
5.2 Public Sector Solutions
6 Conclusions
Acknowledgements
References
Spillover Effect of Perceived Online Products Information Deception in the Information Age
Abstract
1 Introduction
2 Literature Review and Hypothesis
2.1 Perceived Deception and Purchase Intention
2.2 The Intermediary Role of Trust
2.3 The Moderating Effect of Cognitive Effort
2.4 The Intermediary Role of Perceived Substitutability
3 Method and Results
3.1 Pre-experiment
3.2 Experiment 1
3.3 Experiment 2
3.4 Experiment 3
3.5 Experiment 4
4 Conclusions
References
Design and Implementation of Intelligent Cloud Platform Protection for Folk Art
Abstract
1 Introduction
2 The Current Situation of Folk Art in the Information Age
3 Security Problems and Influencing Factors of Cloud Platform
3.1 Data Security Problems in Cloud Platform
3.2 Virtualization Technology May Cause Security Risks
3.3 Cloud Privacy Protection Issues
4 Design and Implementation of Folk Art Intelligent Cloud Platform Protection
4.1 Design of Cloud Platform System Architecture
4.2 Design and Implementation of Information Resource Protection
4.3 Design of Vulnerability Defense in Virtualization Layer
4.4 Design for Intrusion Detection
5 Conclusion
References
The Construction of Network Platform of Outdoor Sports Club
Abstract
1 Introduction
2 Method
2.1 Outdoor Sports
2.2 Kohonen Network Algorithm
3 Idea of Network Platform Construction for Outdoor Sports Clubs
4 Discuss
4.1 Building Blocks of Outdoor Sports Club Network Platform
4.1.1 Information Resource Module
4.1.2 Interactive Module
4.1.3 User Management Module
4.2 Suggestions on the Construction of Network Platform for Outdoor Sports Clubs
4.3 Platform Test
5 Conclusion
References
The Construction of Off-School Practice Teaching Base for Investment Major Based on Big Data
Abstract
1 Introduction
2 Proposed Method
2.1 Big Data
2.2 System Architecture of the Training Base
2.3 Application of Off-School Practice Bases Under Big Data
3 Experiments
4 Discussion
4.1 Evaluation of Teaching Effect
4.2 Questionnaire Survey
5 Conclusions
Acknowledgement
References
Planning and Design of Transshipment Center Platform Based on Internet of Things
Abstract
1 Introduction
2 Method
2.1 Internet of Things
2.2 QR Code Technology
3 Experiment
3.1 Experimental Environment
3.2 System Architecture
4 Discussion
4.1 Experimental Results and Analysis
4.2 Suggestions for Promoting the Construction of Transshipment Center Platform
5 Conclusion
Acknowledgements
References
Integrated Information System of Township Power Supply Office and Team Based on Cloud Computing
Abstract
1 Introduction
2 Method
2.1 System Demand Analysis
2.2 Technical Route
2.3 System Architecture
3 Experiment
3.1 System Construction
3.2 System Deployment
4 Discuss
4.1 System Test
4.2 Effectiveness Analysis
5 Conclusion
Acknowledgements
References
Online Sales System of Sports Club Fitness Equipment Based on 5G Network
Abstract
1 Introduction
2 Method
2.1 Network Slicing Technique
2.2 SSH Framework Construction
3 Design of Online Sales System for Sports Fitness Equipment
4 Discuss
4.1 Realization of Online Sales System
4.2 Module Test
4.2.1 Functional Test
4.2.2 Black Box Detail Test
5 Conclusion
References
Intelligent Environmental Art Design Course Based on Network Information Model
Abstract
1 Introduction
2 Proposed Method
2.1 Network Information Society
2.2 Performance and Characteristics of Information Art Design
2.3 Problems in China's Design Basic Education in the Information Age
3 Experiments
3.1 Experimental Background
3.2 Experiment Collection
4 Discussion
4.1 Analysis of Students' Courses
4.2 Analysis of Experimental Drawing Results
4.3 Satisfaction Analysis of New Teaching Concept
5 Conclusions
References
Network Nature of College Students' Psychological Activities Based on Cloud Computing
Abstract
1 Introduction
2 Method
2.1 Definition of Network Groups
2.2 Network Clustering Behavior
3 Experiment
3.1 Data Sources for Model Construction
3.2 Process of Network Model Construction
4 Discuss
4.1 Analysis of Survey Results
4.2 Characteristics and Innovation
5 Conclusion
Acknowledgements
References
Design and Development of Intelligent Teaching System Supported by Internet of Things, VR and Cloud Computing
Abstract
1 Introduction
2 Method
2.1 Relevant Concepts
2.2 Comprehensive Data Processing Algorithm
3 Construction and Testing Experiment of Intelligent Teaching System
4 Discuss
4.1 Specific Program of Design and Development of Intelligent Teaching System
4.2 Detection and Analysis of Intelligent Teaching System
5 Conclusion
Acknowledgements
References
Analysis Method of College Student Physical Education Quality Based on Big Data Analysis
Abstract
1 Introduction
2 Method
2.1 Mining Data
2.2 Measuring Methods of Teaching Effect
2.3 Weighting Algorithm
3 Experiment
4 Discuss
5 Conclusion
References
Development Analysis of Government E-Government System Under the Background of Cloud Computing
Abstract
1 Introduction
2 Overview of Cloud Computing Technology
2.1 The Concept of Cloud Computing
2.2 The Key Technologies of Cloud Computing
3 Theoretical Model of E-Government System Based on Cloud Computing
4 Related Applications of Cloud Computing in E-Government
4.1 Improve the Security of Confidential Information
4.2 Build a Data Service Platform Associated with It
4.3 Efficient Sharing of E-Government Information
4.4 Effective Overall and Aggregation of Internal Resources
5 Conclusion
References
Analysis of Physical Education Quality Evaluation Model in Colleges and Universities Based on Big Data Analysis
Abstract
1 Introduction
2 Method
2.1 Evaluation of Teaching Quality
2.2 Sports Literacy
2.3 Professional Competence
3 Experiment
3.1 Specific Steps
4 Discussion
5 Conclusion
References
Yigevisual Communication Design for Stage Decoration of Digital Media in the Context of Big Data
Abstract
1 Introduction
2 Method
2.1 Strengthen the Inclusiveness of Visual Communication Design
2.2 Incorporate a Lot of Artistic Inspiration
2.3 Using Dynamic Design
2.4 Strengthening Interaction with the Audience
3 Experiment
3.1 Purpose of the Experiment
3.2 Subjects
3.3 Experimental Design
4 Discussion
4.1 Implementation of the Experiment
4.2 Application in Web Design
4.3 Application in Digital Advertising
5 Conclusion
References
Education of Ideological and Political Course Under the Background of Cloud Computing
Abstract
1 Introduction
2 An Overview of Cloud Computing Technology
2.1 Concept of Cloud Computing
2.2 Key Technologies of Cloud Computing
3 Theoretical Model of Ideological and Political Education Based on Cloud Computing
4 The Relevant Application of Cloud Computing in the Course of Ideological and Political Theory
4.1 Improving the Hardware and Software Construction of Network Ideological and Political Course and Reducing Costs
4.2 Realizing the Co-construction and Sharing of Resources of Ideological and Political Course
4.3 Enriching the Education Mode of Ideological and Political Course
4.4 Helping Students to Study Independently and Cultivate Their Innovative Consciousness
4.5 Helping Ideological and Political Educators to Conduct Scientific Research and Exchanges
5 Conclusion
Acknowledgements
References
The Application of Big Data in Urban Governance
Abstract
1 Introduction
2 Characteristics of Big Data
2.1 Understanding of Big Data
2.2 Features of Big Data
2.2.1 Timeliness
2.2.2 Predictability
2.2.3 High Efficiency
3 Big Data Application in Urban Governance
3.1 Big Data Application in the Construction of Medical Service System
3.2 Big Data Technology Application in Road Transportation System
3.3 Big Data Technology Application in Smart Grid
3.4 Big Data Technology Application in Smart City Management
4 Summary
Acknowledgments
References
Design and Development of the Fire Sensor System of Fitness Club Based on the Internet of Things
Abstract
1 Introduction
2 Method
2.1 Feasibility Analysis
2.2 Principle of Fire Induction System
3 Application Design
4 Discuss
4.1 Implementation of the System
4.2 Performance Test
4.2.1 Power Consumption Test
4.2.2 Pyrotechnic Temperature Sensitivity Test
5 Conclusion
Acknowledgements
References
Fitness Club Customer Body Condition Detection System Based on Internet of Things
Abstract
1 Introduction
2 Method
2.1 System Demand Analysis
2.2 System Architecture
3 System Design Process
4 Discuss
4.1 Implementation of the System
4.2 System Test
4.2.1 System Function Test
4.2.2 System Stability Test
5 Conclusion
References
Correlation Degree of Student Status Management Based on Big Data Analysis on Student Employment
Abstract
1 Introduction
2 Method
2.1 ACSI Model Evaluation Method
2.2 ASP Technical Data Collection Method
3 Experiment
4 Discussion
4.1 Function Analysis of Student Status Management System
4.2 Perception Test of Impact of Student Status Management on Employment Rate Under Big Data Analysis
5 Conclusion
References
A Method of Resource Isolation and Security Enhancement of Container Cloud Based on Multiple Security Domains
Abstract
1 Introduction
2 Computing Resource Isolation and Security Enhancement
2.1 Host and Operating System Kernel Security Enhancement
2.2 Integrated Safety Testing of Vessel Mirror
2.3 Container Instance Security Enhancements
3 Network Resource Isolation
4 Storage Resource Isolation
4.1 Isolation Scheme Based on Block Storage
4.2 Isolation Scheme Based on File Storage
5 Conclusion
References
Application of Big Data in Publishing Industry
Abstract
1 Introduction
2 The Role and Application Mode of Big Data in Publishing Industry
3 Construction of Big Data System and Application in Publishing Industry
3.1 Overall Strategic Thinking of Big Data System Construction
3.2 Data Resource Integration
3.3 The Construction of Resource Platform
3.4 Building a Special Data Service Agency for Publishing Industry
3.5 The Operation Logic of Big Data Application
Acknowledgments
References
Exploration and Practice of Teaching Reform of Computer Public Courses Under Big Data Environment
Abstract
1 Introduction
1.1 Analysis on the Problems and Causes of Computer Public Course Teaching
1.2 Teaching Exploration and Practice of Public Computer Course
1.3 Courses System Construction
1.4 Teaching Mode Design
2 Innovating Mode and Building Platform
3 Teaching Supervision, Thinking and Learning Together
4 Conclusion
Acknowledgements
References
Influence of Chinese English Bilingual Corpus of Traditional Chinese Medicine Prescriptions on ESP Writing Under the Background of Big Data
Abstract
1 Introduction
1.1 Overview of Translation Methods of TCM Prescriptions
1.2 Overview of ESP Research Based on Corpus
2 Construction of Bilingual Corpus of TCM Prescription
3 Application of Bilingual Corpus of TCM Prescriptions in Teaching
4 Conclusion
Acknowledgments
Research on the Application Strategy of Big Data in University Financial Management
Abstract
1 Introduction
2 The Application of Big Data in University Financial Management
References
Technical Tracks 4: Machine Learning, Computer Vision, Image Processing, and Their Intelligence Applications
Fuzzy Comprehensive Evaluation of Sales Decline of Automobile Industry Under the Background of Artificial Intelligence
Abstract
1 Introduction
2 Multi-level Fuzzy Comprehensive Evaluation
2.1 Evaluation Indexes of Automobile Industry
2.2 Determine the Weights of Indicators
2.3 Establish Comparative Judgment Matrix
2.4 Weight Parameter Selection and Verification
2.5 Establish Evaluation Set
2.6 Establishment of Fuzzy Evaluation Matrix
2.7 Comprehensive Evaluation Results
3 Practical Application
3.1 Current Situation of Automobile Industry
3.2 The Comprehensive Evaluation System of Automobile Industry
4 Conclusions
References
Countermeasures for Training Computer High-Skilled Talents in the Era of Artificial Intelligence
Abstract
1 Introduction
2 Method
2.1 Analytic Hierarchy Process
2.2 Training Ability Index System Based on Analytic Hierarchy Process (AHP)
3 Experiment
3.1 Experimental Data Sources
3.2 Experimental Process
4 Discuss
4.1 Analysis of Survey Results
4.2 Countermeasures for Training Computer Talents with High Skills
5 Conclusion
References
Image Resolution Enhancement Technology Based on Deep Neural Network
Abstract
1 Introduction
2 Method
2.1 Digital Image Imaging and Degradation Models
2.2 Retinex Lighting Model
3 Experiment
4 Results
4.1 Comparative Analysis of Method
5 Conclusion
References
The Effective Marketing Channels of Agricultural Products in the Artificial Intelligence Environment
Abstract
1 Introduction
2 Proposed Method
2.1 Marketing Channels
2.2 Marketing Channels of Agricultural Products
3 Experiments
3.1 Analysis of Consumer Behavior
3.2 Questionnaire Design
3.3 Data Analysis Method
4 Discussion
4.1 Analysis of Consumers' Shopping Behavior
4.2 Analysis of the Marketing Model Affecting Consumers' Shopping
5 Conclusions
References
Construction and Application of Online Course Teaching in Intelligent Learning Environment
Abstract
1 Introduction
2 Proposed Method
2.1 Technical Support for Intelligent Learning Environment
2.2 Teaching Application of Intelligent Learning Environment
2.3 Key Technology Foundation
3 Experiments
3.1 Questionnaire Design
3.2 Survey Tools
4 Discussion
4.1 Evaluation and Analysis of Learners' Use of Online Teaching Platform
4.2 Usability Analysis
5 Conclusions
References
Computer Aided Diagnosis of Early Breast Cancer by Multimodal Imaging
Abstract
1 Introduction
2 Method
2.1 Multimodal Medical Imaging
2.2 Computer Aided Diagnosis Technology
3 Experiment
3.1 The Data Source
3.2 Experimental Instruments and Methods
4 Discuss
4.1 The Pathologic Result
4.2 Comparison of Image Diagnostic Methods
5 Conclusion
Acknowledgements
References
Machine Vision Based Macro Measurement System Detection
Abstract
1 Introduction
2 Image Preprocessing
2.1 Edge Detection
2.2 Morphological Gradient Processing
2.3 Contour Picking
3 Machine Vision Acquisition System
3.1 Camera Calibration
3.2 Focus Position Adjustment
4 Conclusions
References
Genetic Algorithm of the Mutual Selection Between Teachers and Students in Online Learning
Abstract
1 Characteristics of Genetic Algorithm
2 Coding of Mutual Selection Between Teachers and Students
2.1 Coding Principles
2.2 Coding Method
3 The Setting of the Fitness Function
3.1 Evaluate the Fitness of Each Combination
3.2 The Function of Fitness Function
4 General Operation
4.1 Selection Operation of Teachers and Students
4.2 Crossover Operation of Mutual Selection Between Teachers and Students
4.3 The Operation of Variation in the Combination of Teachers and Students' Mutual Selection
5 Conclusions
Acknowledgements
References
Data Mining Method of Logistics Economy Based on Neural Network Algorithm
Abstract
1 Introduction
2 Distribution Recommendation Model and Algorithm for Massive Logistics Data
2.1 Determine the Framework of the Neural Network Algorithm
2.2 Convergence Analysis of Logistics Economic Development Level
2.3 Full-Scale Capacity Sharing Parallel Scheduling Algorithm
3 Research on Logistics Shared Capacity Scheduling Algorithm Based on Trajectory Big Data
3.1 Similar Trajectory Matching Algorithm Considering Timing
3.2 Increment-Based Shared Capacity Scheduling Algorithm
3.3 Transport Trajectory Measurement Method
4 Conclusion
Acknowledgement
References
Application of Multimedia Computer Aided Techniques in Football Teaching and Training
Abstract
1 Introduction
2 Multimedia Technology Teaching
2.1 Preparation Method of Multimedia Technology Courseware
2.2 Preparation of Multimedia Technology Courseware
2.3 Problems of Multimedia Technology Courseware
2.4 Multimedia Teaching Process
3 Methods and Effects of Teaching and Training for Football Courses
3.1 The Method of Applying Multimedia Technology in the Teaching and Training of Football Courses
3.2 Effects of Applying Multimedia Technology in the Teaching and Training of Football Courses
3.3 Changes in Students' Motivation for Learning Football After Multimedia-Assisted Football Teaching and Traditional Teaching After the Experiment
4 Conclusion
References
Investigation on Art Design Assistant Method Based on Artificial Intelligence
Abstract
1 Introduction
2 Method
2.1 Artificial Intelligence and Artistic Design
2.2 Intelligent Algorithm
3 Analysis and Experiment of Auxiliary Methods
4 Discuss
4.1 Problem Analysis of Auxiliary Design Methods
4.2 Improvement of Auxiliary Design Methods
5 Conclusion
The Computer Information Technology Application of Big Data Era in Urban Planning and Design
Abstract
1 Introduction
2 Impact of the Era of Big Data on Urban Planning
2.1 From Static to Dynamic
2.2 From Space-Based to Human Text
3 Urban Planning and Construction in the Data Age
3.1 Collection and Management of Urban Planning Information in the Era of Big Data
3.2 Urban Planning Indicators and Evaluation in the Era of Big Data
3.3 Data Visualization and Public Participation in Urban Planning
4 The Application of Big Data Information Technology in Urban Planning and Design
4.1 The Auto CAD Technology Application in Urban Planning
4.2 Application of GIS Geographic Information Technology in Urban Planning
4.3 Application of GPS Positioning System in Urban Planning
4.4 Application of Network Technology in Urban Planning
5 Summary
References
Fault Detection of Club Fitness Equipment Based on Image Processing Technology
Abstract
1 Introduction
2 Method
2.1 Image Processing Technology
2.1.1 Image Enhancement Technology
2.1.2 Image Segmentation Technology
2.2 Mean-Shift Algorithm for Equipment Fault Detection
3 Experiment
3.1 Establishment of Mean Shift Mode
3.2 Steps of Fault Detection
4 Discuss
4.1 Qualitative Analysis of Equipment Fault Detection
4.2 Quantitative Analysis of Equipment Fault Diagnosis
5 Conclusion
References
Multi-objective Optimization of Construction Project Based on Multi Ant Colony Algorithm
Abstract
1 Introduction
2 Method
2.1 Overview of Multi-objective Optimization of Construction Projects
2.2 Basic Ant Colony Algorithm
2.3 Construction of Multi-objective Optimization Model of Construction Project Based on Multi Ant Colony Algorithm
3 Experiment
4 Results
5 Conclusion
References
Sports Game Management Method Based on Intelligent Computer Computing
Abstract
1 Introduction
2 Method
2.1 Analysis of Artificial Intelligence Concepts and Characteristics
2.1.1 The Concept of Artificial Intelligence Technology
2.1.2 Characteristics of Artificial Intelligence Technology
2.2 System Requirements Analysis
2.2.1 User Needs
2.2.2 Functional Requirements
2.2.3 Security Requirements
3 System Test
4 Discuss
4.1 Performance Test
4.2 Operation Trend Analysis
5 Conclusion
References
Artificial Intelligence Knowledge Transfer and Artificial Intelligence New Product Development Quality Under Knowledge Leadership
Abstract
1 Introduction
2 Literature Review and Theoretical Hypotheses
3 Study Plan
3.1 Theoretical Framework
3.2 Measuring Scales
3.3 Study Samples
4 Data Test
4.1 Reliability and Validity Test
4.2 Theoretical Model Test
4.3 Hypothesis Test
5 Conclusions
Acknowledgments
References
Algorithm for Motion Video Based on Basketball Image
Abstract
1 Introduction
2 Image Information Acquisition and Noise Reduction of Basketball Motion Video
2.1 3D Visual Information Collection
2.2 Wavelet Denoising of Basketball Video Frame Image
3 Feature Extraction and Basketball Video Image Analysis
4 Simulation
5 Conclusions
References
Heart Rate Variability Analysis Method Based on KNN Classification
Abstract
1 Introduction
2 Basic Theory
2.1 Sources of Data
2.2 AR Spectrum Analysis
2.3 Complexity Calculation
2.4 KNN Classification Algorithm
2.5 Method in This Paper
3 Experimental Results and Analysis
3.1 Feature Extraction
3.2 HRV Classification and Identification
3.3 Result Analysis
4 Conclusion
Acknowledgments
References
Three-Dimensional Human Motion Simulation and Video Analysis System for Physical Training
Abstract
1 Introduction
2 Overview of System Key Function
2.1 Video Analysis
2.2 3D Human Motion Simulations
3 Analysis of Results
4 Conclusions
References
A Regression Model of Color Value and Substance Concentration of Colored Solution Based on Lambert Beer's Law
Abstract
1 Introduction
2 Basic Concept
3 Regression Model of Color Value and Substance Concentration of Colored Solution Based on Lambert Beer's Law
4 Conclusions
Acknowledgements
References
A Novel Steffensen Type Method with Memory
Abstract
1 Introduction
2 Modified Steffensen Method Without Memory
3 Modified Steffensen Method with Memory
4 Numerical Examples
5 Conclusion
Acknowledgments
References
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