The 2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy: SPIoT-2020, Volume 2

Foreword
Organization
	General Chairs
	Program Chairs
	Publication Chairs
	Publicity Chairs
	Local Organizing Chairs
	Program Committee Members
2020 International Conference on Machine Learning and Big Data Analytics for IoT Security and Privacy (SPIoT-2020)
	Conference Program
	Greeting Message
Conference Program at a Glance Friday, Nov. 6, 2020, Tencent Meeting9:50–10:00Opening ceremonyJinghua Zhao10:00–10:40Keynote 1: John Macintyre10:40–11:20Keynote 2: Junchi Yan11:20–11:40Best Paper AwardsXiaomeng Ma14:00–18:00Session 1Shunxiang ZhangSession 2Xianchao WangSession 3Xiao WeiSession 4Shaorong SunSession 5Ranran LiuSession 6Jun YeSession 7Qingyuan ZhouShort papers poster
	SPIoT 2020 Keynotes
The Next Industrial Revolution: Industry 4.0 and the Role of Artificial Intelligence
Unsupervised Learning of Optical Flow with Patch Consistency and Occlusion Estimation
Oral Presentation Instruction
	Short Paper Presentation Instruction
	Registration
Contents
Data-Driven Co-design of Communication, Computing and Control for IoT Security
Design of a Force Balance Geophone Utilizing Bandwidth Extension and Data Acquisition Interface
	1 Introduction
	2 Single-Coil Force Balance Geophone
	3 System Modeling and Analysis
		3.1 System Modeling
		3.2 System Analysis
	4 Prototype Implementation and Test Results
	5 Conclusion
	References
Application of 3ds Max Technology in Archaeology
	1 Introduction
	2 Introduction to 3ds Max
	3 The Specific Application in Archaeology
		3.1 Topography of the Site
		3.2 Stratum Overlying
		3.3 Restoration of Artifacts
	4 Conclusion
	References
The Application of Virtual Reality Technology in ESP Teaching
	Abstract
	1 Introduction
	2 VR Technology Overview
		2.1 Definition of VR Technology
		2.2 Characteristics of VR
	3 The Advantages of VR Technology in ESP Teaching
		3.1 Cost Saving
		3.2 Avoid Risks
		3.3 Expanding Space
	4 The Application of VR Technology in ESP Teaching
		4.1 Application of Information Processing
		4.2 The VR Technology Application in the Improvement of ESP Learning
		4.3 Store and Manage the Daily Behavior Data of College Students
		4.4 VR Technology Realizes Operating Conditional Learning Theory
		4.5 The Enhanced Stimulation of Operational Conditioning by VR Technology
	5 Conclusion
	References
Application of Simulation Method Based on Computer Bionic Design
	1 Introduction
	2 Computer Bionic Design
		2.1 Basics of Bionic Design
		2.2 Principles of Computer Bionic Design
		2.3 Principles of Computer Bionics
	3 Application of the Simulation Method in Product Design
		3.1 The Essence of Product Design
		3.2 The Simulation Method in Product Design
	4 Application of the Simulation Method in Architecture Design
		4.1 Application of the Simulation Method in Construction Outward Appearance Design of Architecture
		4.2 Application of the Simulation Method in the Function Design of Architecture
		4.3 Application of the Simulation Method in Structure Design of Architecture
	5 Conclusion
	References
The Implementation and Application of Computer Simulation Technology in PE Teaching
	1 Introduction
	2 Overview of Computer Simulation Technology
		2.1 Basic Concepts of Computer Simulation Technology
		2.2 Application of Computer Simulation Technology
		2.3 The Main Flow of Computer Simulation Technology
	3 Analysis on the Obstacle Factors of Computer Simulation Technology in Physical Education Teaching
		3.1 The Practical Limits of Scientific and Technological Power
		3.2 Interdisciplinary Communication is Difficult
		3.3 The Defect of Educational Equipment
	4 The Application of Computer Simulation Technology in the Field of Sports Science
		4.1 The Application of Computer Simulation Technology in Physical Education Teaching
		4.2 The Application of Computer Simulation Technology in Sports Training
	5 The Implementation and Application of Computer Simulation Technology in Physical Education Teaching Practice
		5.1 Increase the Application of Computer Simulation Technology in Classroom Teaching
		5.2 The Application of Computer Simulation Technology in Sports Training is Introduced
		5.3 The Application of Computer Simulation Technology is Introduced in the Connection of Teaching Plates
	6 Conclusion
	References
Construction of College Communities in the New Media Based on Network Environment
	1 Introduction
	2 Method
	3 Research and Design of College Communities Construction Based on the Network New Media Environment
		3.1 Research Methods
		3.2 Questionnaire Design
	4 Investigation and Analysis of the Effect of College Communities in the New Media Environment
		4.1 Analysis of Application Effect by Popularity and Perceived Importance
		4.2 Research Result
	5 Conclusion
	References
Political and Ideological Personnel Management Mode Based on Computer Network
	1 Introduction
	2 Analysis of the Reasons Affecting the Management Model of Political and Ideological Talents of College Students
	3 Bayesian Network
	4 New Trends in Talent Management Brought About by Changes in the Competitive Landscape of the Industry
	5 Effective Ways of Political and Ideological Talents Management Based on Computer Network
	6 Conclusion
	References
Analysis of Mapping Knowledge Domain on Health and Wellness Tourism in the Perspective of Cite Space
	1 Introduction
	2 Research Methods and Data Sources
		2.1 Research Methods [10–12]
		2.2 Data Sources
	3 Online Visual Analysis Based on Citespace V [10–12]
		3.1 Analysis of Keyword Burstiness
		3.2 Evolutionary Path of Research Subjects
	4 Conclusion
	References
Application of Smart Retail Mode in Suning.Com
	1 Introduction
	2 Importance of Traditional Retail Enterprises Opening Smart Retail Mode
	3 Current Situation of the Application of Smart Retail Mode in Suning
		3.1 Brief Introduction of Suning
		3.2 Current Situation of Application of Smart Retail Mode in Suning
	4 Problems in the Application of Smart Retail Mode in Suning
		4.1 The Level of Using Network Marketing Tools is not High
		4.2 Cost Pressure is Difficult to Relieve
		4.3 Online Platforms and Offline Physical Stores Form a Zero-Sum Game
	5 Improve the Application Strategy of Smart Retail Mode in Suning
		5.1 The Application of Digital Technology has Provided Consumers with a Smart Retail Experience
		5.2 Reconstruct the Formation Mechanism of Online and Offline Prices
		5.3 Integration of Online and Offline to Promote the Development of Smart Retail
	6 Conclusion
	References
Construction and Development of High-Tech Smart City
	1 Introduction
	2 Construct the Framework and Characteristics of Smart City
		2.1 Build the Architecture of Smart Cities
		2.2 Main Features of Smart City Construction
		2.3 Overview of Smart City Construction
	3 Application of Iot Technology in Smart City
	4 Conclusion
	References
Design and Implementation of Self-service Tourism Management Information System Based on B/S Architecture
	1 Introduction
	2 Feasibility Analysis
		2.1 Demand Analysis
		2.2 Technical Analysis
		2.3 Operational Analysis
	3 System Design
		3.1 System Module Design
		3.2 System Main Class Design
		3.3 System Database Design
	4 System Function Implementation
		4.1 Front-End Function Implementation
		4.2 Back-End Function Implementation
		4.3 System Test
	5 Conclusion
	References
Chinese Culture Penetration in Teaching Chinese as a Foreign Language in the Era of Mobile Internet
	1 Introduction
	2 Application Status of Internet Technology in Teaching Chinese as a Second Language
		2.1 Combine Online and Offline Teaching to Change the Original Teaching Mode
		2.2 Network Teaching Platform to Broaden the Chinese Learning Path
		2.3 Chinese Learning APP Improves Chinese Learning Efficiency
	3 The Practical Value of Internet Technology in Teaching Chinese as a Foreign Language
		3.1 Combining Audio-Visual and Mobilizing the Senses
		3.2 Repeatedly Watch and Deepen the Memory
		3.3 Achieve Group Training by Country and Language Department
		3.4 Improve the Efficiency of Inspection Operations
		3.5 Efficient and Convenient Testing Methods
	4 Innovative Research on O2O Chinese Culture Infiltration Model
		4.1 Online Model of O2O Chinese Culture Infiltration Model for Teaching Chinese
		4.2 Off-Line Model of O2O Chinese Culture Penetration Model for Teaching Chinese
	5 Conclusion
	References
Application and Outlook of Digital Media Technology in Smart Tourism
	1 Introduction
	2 Definition of Smart Tourism: “Smart Tourism” and “Smart City”
	3 Digital Media Technology in Smart Tourism
		3.1 Cloud Computing and Smart Tourism
		3.2 IoT and Smart Tourism
		3.3 Mobile Internet and Smart Tourism
		3.4 Big Data Technology and Smart Tourism
	4 Conclusion
	References
Accounting Informationization in Computer Network Environment
	1 Characteristics of Accounting Informationization in Computer Network Environment
		1.1 Paperless
		1.2 Openness
		1.3 Diversification
		1.4 Intelligent
	2 The Impact of Computer Network Environment on Traditional Accounting
		2.1 Impact on Accounting Assumptions
		2.2 Impact on the Form of Accounting
		2.3 Impact on Payment and Settlement Methods
	3 The Construction Strategy of Accounting Information in the Computer Network Environment
		3.1 Strengthening Awareness of Cyber Security Prevention
		3.2 Improving the Level of Accounting Operations and Computer Operation Capabilities
		3.3 The Establishment of Electronic Information Integration System
	4 Conclusion
	References
Mobile Phone GPS and Sensor Technology in College Students’ Extracurricular Exercises
	1 Introduction
		1.1 Research Background
		1.2 Mobile Phone GPS and Sensor Technology
	2 Experimental Methods and Steps
		2.1 Experimental Methods
		2.2 Experimental Step
	3 Experimental Results
		3.1 Helped Improve the Participation Rate of Students’ Extracurricular Exercises
		3.2 Effectively Monitored Students’ Exercise Levels and Instructed Students to Exercise Scientifically
	4 Conclusion
	References
Design of Networking Network Model Based on Network Function Virtualization Technology
	1 Introduction
	2 Method
	3 Experiment
		3.1 Experiment Purpose
		3.2 Subjects
		3.3 Experimental Design
	4 Discussion
		4.1 Comparison of Different Access Mechanisms
		4.2 Validation of Networking Model
	5 Conclusion
	References
Intelligent Media Technology Empowered Brand Communication of Chinese Intangible Cultural Heritage
	1 Introduction
	2 Background
	3 Materials and Methods
		3.1 All-Round Immersion Experience
		3.2 Blended User Experience
		3.3 Two-Way Interactive Experience
	4 Results
		4.1 Improve the Accuracy of Branded Communication
		4.2 Refining Core Brand Symbols and Values
		4.3 Strengthen the Development and Communication of Brand Ideas
		4.4 Protecting the Intellectual Property of Communication Brands
	5 Discussion
	References
Construction Strategy of Smart English Teaching Platform from the Perspective of “Internet + Education”
	1 Introduction
	2 Method
		2.1 Achieving “Hybrid” Coexistence of Multiple Learning Modes
		2.2 Build a Personalized and Experiential Teaching Ecosystem
		2.3 Establish an Interactive Platform for Teachers and Students
		2.4 Install Auxiliary Composition Correction Software
	3 Experiment
		3.1 Experiment Purpose
		3.2 Subjects
		3.3 Experimental Design
	4 Discussion
		4.1 School English Teaching Concept
		4.2 “Internet + Education” Massive Resources and Students’ Personalized English Learning
		4.3 Satisfaction of Experimental and Control Classes
	5 Conclusion
	References
Online Writing Effectiveness Under the Blended Teaching Mode of Moscotech APP
	1 Introduction
		1.1 Definition of Blended Teaching Model
		1.2 Moscotech APP
	2 Blended Learning Model Construction Based on Moscotech APP
	3 Teaching Research Design – Take English Writing as an Example
		3.1 The Research Question
		3.2 The Research Object
		3.3 The Research Tools
		3.4 Practice Effect and Reflection
		3.5 Reflection on the Effect of Blended Learning
	4 Conclusion
	References
A Narrative Environment Model for the Sustainability of Intangible Cultural Heritage Under the 5G Era
	1 Introduction
	2 Literature Review
		2.1 ICH in China
		2.2 Digital Technology for Preserving ICH
		2.3 Narrative Environment
	3 Narrative Environment Model for ICH Exhibition
		3.1 Narrative Environment Model
		3.2 5G+Practical Contributions
	4 Conclusion
	References
Application Study of VPN on the Network of Hydropower Plant
	1 Introduction
	2 Characteristics of VPN
		2.1 Wide Area of Intranet
		2.2 Reduce Operation and Management Costs
		2.3 Enhanced Security
		2.4 Good Scalability
	3 Classification and Use of VPN
		3.1 Remote Access Virtual Network
		3.2 Internal Virtual Network
		3.3 Extended Virtual Network
	4 Realization of Virtual Private Network
		4.1 Security Technology of Virtual Private Network
		4.2 Implementation of Virtual Private Network
	5 Conclusion
	References
Prediction of Technology Trend of Educational Robot Industry Based on Patent Map Analysis
	1 Introduction
	2 The Development Status of Educational Robots
	3 Comparative Analysis of Key Technology of Education Robot Patent
		3.1 Application of Patent Analysis Method in Technology Foresight
		3.2 Comparative Analysis of Patent Technology Map Between China and World Education Robot Industry
	4 Technology Trend Forecast of Educational Robot Industry
		4.1 Theoretical Model
		4.2 Education Robot Industry Patent Technology Life Cycle Forecast
	5 Key Technologies for the Future of the Education Robot Industry
	6 Conclusions
	References
Coal Handling System of Power Plant Based on PLC
	1 Introduction
	2 Overall Design of Coal Transportation System
		2.1 Design Task Analysis
		2.2 Design of the Overall System Plan
	3 Hardware Circuit Design
		3.1 PLC Selection
		3.2 Distributed I/O Selection
		3.3 Selection of Anti-tear Sensor
		3.4 Selection of Anti-deviation Sensor
	4 Software Design
	5 Host Computer Design
	6 System Debugging
	References
Discussion on the Construction of Wireless Campus Network Based on SDN Architecture
	1 Preface
	2 Overview of Key Technologies
		2.1 CAPWAP
		2.2 VXLAN
	3 Architecture Analysis
	4 Implementation Process
		4.1 Wireless Controller
		4.2 Sping Equipment
		4.3 Director Configuration
	5 Conclusion
	References
Applicational Status Analysis of Artificial Intelligence Technology in Middle School Education and Teaching
	1 Introduction
	2 Application of Artificial Intelligence Technology in Middle School Education and Teaching
		2.1 Artificial Intelligence Technology
		2.2 Innovation and Development of Middle School Education and Teaching
	3 Experimental Correlation Analysis
		3.1 Experimental Background
		3.2 Experimental Design
	4 Discussion
		4.1 Analysis of the Current Situation of Middle School Education and Teaching Based on Artificial Intelligence
		4.2 Suggestions on the Development of Middle School Education and Teaching Based on Artificial Intelligence
	5 Conclusions
	References
Virtual Enterprise Partner Selection by Improved Analytic Hierarchy Process with Entropy Weight and Range Method
	1 Introduction
	2 Establishment of Virtual Enterprise
	3 Standard Analytic Hierarchy Process (SAHP)
	4 Improved Analytic Hierarchy Process (IAHP)
		4.1 New Judgment Matrix Construction by Range Method
		4.2 Weight Calculation Steps by Entropy Weight Method
		4.3 Weight Optimization by Lagrange Multiplier Method (LMM)
	5 Numerical Examples of Virtual Enterprise Partner Selection
	6 Conclusion
	References
Research and Implementation of Intelligent Tourism Guide System Based on Cloud Computing Platform
	1 Introduction
	2 Cloud Computing Overview
	3 Crisis Design of Recommendation Algorithm Based on Tourists and Scenic Area Information
	4 Demand Analysis of Tourism Guide System
		4.1 The Design of Tour Guide System
	5 Conclusions
	References
Analysis of Financial Needs of New Agricultural Operators Based on K-Means Clustering Algorithm
	1 Introduction
	2 Whether Financial Support Promotes the Cultivation of New Agricultural Operation Subjects
	3 Clustering
		3.1 K Average Algorithm
	4 Analysis of Financial Supply and Demand of New Agricultural Operation Subject
	5 Conclusions
	References
Research on the Application of Virtual Network Technology in Computer Network Security
	1 Introduction
	2 Current Development Situation of Virtual Network Technology in Computer Network Security
	3 Influence Factors of Virtual Network Technology in Computer Network Security
		3.1 Influencing Factors of Unauthorized Access
		3.2 Natural Factors of Influencing Factors
		3.3 Computer Virus Influencing Factors
		3.4 Trojan Horse Program and Backdoor
	4 Network Model of Virtual Network Mapping
	5 Application of Virtual Network Technology in Computer Network Security
		5.1 Application of Virtual Network Technology in Computer Network Security Between Customers and Enterprises
		5.2 Application of Virtual Network Technology in Computer Network Security Between Enterprise Departments and Remote Departments
	6 Conclusions
	References
Application of Bionics in Underwater Acoustic Covert Communication
	1 Introduction
		1.1 Application Background
	2 Existing Challenges and Suggested Solutions
		2.1 Structure of the Paper
		2.2 Related Work
	3 Proposed Solutions
		3.1 Noise Reduction and Extraction of Dolphin Calls
		3.2 Underwater Acoustic Communication with Dolphin Whistle
		3.3 Dolphin Click Underwater Communication
	4 Conclusions
	References
Energy-Saving and Efficient Underwater Wireless Sensor Network Security Data Aggregation Model
	1 Introduction
	2 Related Work
	3 System Model
		3.1 Network Model
		3.2 Clustering
		3.3 Data Slicing
		3.4 Data Mixing
		3.5 Data Aggregation
	4 Model Analysis
		4.1 Privacy Protection
		4.2 Communication Cost
	5 Conclusion
	References
False Data Filtering in Underwater Wireless Sensor Networks
	1 Introduction
	2 Related Work
	3 False Data Filtering Strategy Based on the Basis Nodes
		3.1 Network Models and Related Assumptions
		3.2 False Data Filtering Strategy Based on the Basis Nodes
	4 Conclusions
	References
Research on Underwater Bionic Covert Communication
	1 Introduction
	2 Underwater Covert Communication
		2.1 Overview of Underwater Covert Communication
		2.2 Research Status of Underwater Bionic Covert Communication
	3 Discussion
	4 Conclusion
	References
Authentication and Access Control for Data Usage in IoT
The Application of Virtual Reality Technology in Architectural Design
	1 Introduction
	2 Overview Virtual Reality Technology
	3 Characteristics of VR Technology
		3.1 Immersion
		3.2 Interactivity
		3.3 Multi-sensitivity
	4 Application of VR Technology in Architectural Design
		4.1 Scientific and Accurate Analysis of Design Information
		4.2 VR Realizes Dynamic Spatial Design
		4.3 VR Implements the Whole-Process Auxiliary Design
		4.4 VR Realizes Information System Design
		4.5 VR Realizes the Presence of Architectural Expression
		4.6 Interactive Application of VR in Architectural Experience
		4.7 VR Realizes Creativity in Perception Activities
	5 Conclusion
	References
Computer-Assisted Teaching and Cultivate Students’ Innovative Thinking Ability
	1 Introduction
	2 The Application of Computer-Assisted Teaching
		2.1 Computer-Aided Guidance to Students
		2.2 The Application of Computer-Assisted Communication Between Students
		2.3 Computer-Assisted Application in Teacher Teaching
		2.4 Computer-Assisted Teaching Is Used in Problem Solving Process
	3 Advantages of Computer-Assisted Teaching
		3.1 The Richness of Educational Information Dissemination
		3.2 The Efficiency of Educational Information Dissemination
		3.3 Computer-Assisted Teaching Can Stimulate Students’ Enthusiasm for Learning
	4 Computer-Assisted Teaching Trains Students’ Innovative Thinking
		4.1 Establish a Computer-Assisted Teaching Quality Evaluation Mechanism
		4.2 Establish a Computer-Aided Teaching Quality Monitoring Mechanism
		4.3 Establish a Computer-Aided Teaching Quality Incentive Mechanism
		4.4 Establish an Intercommunication System for Computer-Assisted Education Institutions
	5 Conclusion
	References
The Reform Progress and Practical Difficulties of State-Owned Hospitals Under Information Age—Case Analysis Based on the Reform in a Medical Institution of a Group in China
	1 Introduction to the Reform of State-Owned Hospital
		1.1 Enterprise Hospital
		1.2 Difficulties in Development
		1.3 History of the Reform
		1.4 Reform Mode
	2 Reform of Medical Institution of a Group
		2.1 General Introduction
		2.2 Overveiw of the Reform
		2.3 Reform Pattern
		2.4 Practical Difficulties
	3 Reasonable Pathway for the Reform of State-Owned Hospitals
		3.1 Integrate Internal Resource and Seize Market Opportunities
		3.2 Seek Differential Development, and Fill the Gaps in Technology
		3.3 Keep Pace with Medical Reform, Take Actions to Realize Transformation
	References
Financing Efficiency of SMEs in New Third Board Market in the Information Times
	1 Introduction
	2 Theoretical Analysis and Research Hypothesis
		2.1 Theoretical Analysis
		2.2 Research Hypothesis
		2.3 Indicators Selection
	3 Statistical Description and Correlation Analysis of Samples
		3.1 Statistical Description of Sample Variables
		3.2 Relevance Analysis of Sample Variables
		3.3 Regression Analysis of Financing Efficiency of SMEs in the New Third Board
	4 Conclusion
	References
Application of Virtual Instrument Technology in Electronic Course Teaching
	1 Introduction
	2 Introduction to Virtual Instrument Technology
	3 Composition and Classification of Virtual Instruments
	4 Performance Characteristics of Virtual Instruments
	5 The Specific Application of Virtual Instrument Technology in Electronic Course Teaching
		5.1 Research and Teaching
		5.2 Electronic Curriculum System Aspect
		5.3 Teaching Methodologies
		5.4 Teaching Evaluation
	References
A Solution for Internet of Things Based on Blockchain and Edge Computer
	1 Introduction
	2 The Related Technology
		2.1 Blockchain
		2.2 Edge Computer
	3 The Structure of Interment of Things Based on Blockchain and Edge Computer
		3.1 Perception Layer
		3.2 Marginal Layer
		3.3 Data Storage Layer
		3.4 Application Layer
	4 Data Processing and User Access
		4.1 Data Processing
		4.2 User Access
		4.3 Production of New Block
	5 Evolution
	References
Discovery and Advice of Free Charging of Electronic Devices
	1 Introduction
	2 General Assumption
	3 Model Design
		3.1 Changes in Energy Consumption
		3.2 The Cost Model
		3.3 Cost Reduction Initiatives
	4 Free Charging: Discovery and Advice
	References
Design and Implementation of Tourism Information Management System Based on .NET
	1 Introduction
	2 System Requirements Analysis
		2.1 The Promotion of Tourism Products Based on the Internet
		2.2 Provide Links to Online Booking Services
		2.3 Commercialization of Tourism Consumption
	3 System Design
		3.1 Overall System Design
		3.2 Database Design of the System
		3.3 Function Modules of the System
	4 Conclusion
	References
A Computer Model for Decision of Equipment Maintenance Spare Parts Reserve
	1 Introduction
	2 Analysis on the Decisive Calculation Model of Maintenance Spare Parts Reserve
		2.1 Decision Analysis of Irreparable Spare Parts Reserve
		2.2 Reserve of Repairable Spare Parts
		2.3 Determining the Minimum Spare Parts Reserve According to the Time of the Spare Parts Lack for the First Time
	3 Conclusion
	References
Risk Level Determination of Science and Technology Service Supply Chain with PA-BP Integrated Model
	1 Introduction
	2 Literature
	3 Risk Sources in Science and Technology Service Supply Chain
	4 Establishment of Risk Level Determination Model
		4.1 Design of Risk Level Determination Model for Science and Technology Service Supply Chain
		4.2 Model Selection
	5 Training and Testing
		5.1 Model Training
		5.2 Model Test
	6 Conclusion
	References
Evaluation of the New Engineering Course System for Cyberspace Security
	1 Introduction
	2 Background and Development of Cyberspace Security
	3 Problems in Traditional Engineering Construction
	4 Curriculum and Capability Evaluation of the New Engineering Course of Cyberspace Security
		4.1 SCP-Based Curriculum System Construction Reference Model
		4.2 OBE-Based Many-to-Many Curriculum Output Evaluation Model
	5 Conclusion
	References
Exploration on Teaching Reform of Architectural Design Courses from the Perspective of MOOCs
	1 Introduction
	2 Conceptual Interpretation and Characteristics Analysis of Moocs
		2.1 Concept of MOOCs
		2.2 Characteristics of MOOCs
	3 Teaching Characteristics of Architectural Design Courses
		3.1 Nature of Architectural Design Courses
		3.2 Feasibility Exploration of Introducing MOOC into the Teaching Reform of Architectural Design Courses
	4 Teaching Reform and Practice of Architectural Design Courses for MOOCs
		4.1 Theoretical Teaching Reform of Architectural Design Courses Based on MOOCs
		4.2 Practical Teaching Reform of Architectural Design Courses Based on MOOCs
		4.3 Teaching Achievement Reform of Architectural Design Courses Based on MOOCs
	5 Research Summary
	References
Large-Scale Farmland Management on Improving Production Efficiency Under the Background of Smart Agriculture-Based on Panel Quantile Regression
	1 Introduction
	2 Data
	3 Model Construction and Empirical Result
	4 Conclusions and Recommendations
	References
Impact of Alliance Fitness on Smart Phone Brand Alliance Based on Intelligent Application
	1 Introduction
	2 Theory and Hypothesis
		2.1 Dimensions and Connotation of Brand Alliance Fitness
		2.2 The Impact of Alliance Fitness on Brand Alliance Evaluation
	3 Results
		3.1 Experiment Design
		3.2 Hypothesis Testing
	4 Conclusions
		4.1 Alliance Fitness Has Two Dimensions
		4.2 Two Dimensions of Alliance Fitness Have Different Impacts on Brand Alliance
	References
Effective Control Method of the Whole Process Project Cost Based on BIM
	1 Introduction
	2 Relevant Concepts of BIM and Project Cost
		2.1 BIM Related Concepts
		2.2 Relevant Concepts of Project Cost Management
	3 BIM Based Whole Process Cost Control Process Method
	4 Effect Analysis of Project Cost Control Based on BIM
	5 Conclusion
	References
Research and Design of FPGA Embedded System
	1 Introduction
	2 Design of FPGA Embedded System
		2.1 Memory Selection
		2.2 FIR Filter Algorithm Establishment and Optimization
		2.3 Dynamic Measurement Signal Processing
	3 The Experimental Research of FPGA Embedded System
		3.1 Digital Filter Function
		3.2 Implementation of Mutually Exclusive Hardware Access
		3.3 Data Acquisition System
	4 Experimental Analysis of FPGA Embedded System
		4.1 Analysis of System Resource Usage
		4.2 Sampling and Filtering Experiment Analysis
	5 Conclusions
	References
Multi-source Heterogeneous and XBOOST Vehicle Sales Forecasting Model
	1 Introduction
	2 Proposed Method
		2.1 Multi-source Isomerism
		2.2 Automobile Sales Forecasting Model
	3 Experiments
		3.1 Experimental Background
		3.2 Experimental Design
	4 Discussion
		4.1 Analysis Based on Multi-source Heterogeneous and XBOOST Vehicle Sales Prediction Model
		4.2 Recommendations Based on Multi-source Heterogeneous and XBOOST Vehicle Sales Forecasting Model
	5 Conclusions
	References
The Lorentz Component Algorithm for Calculating the Center of the Circular Motion of Charged Particles
	1 Algorithm Overview
		1.1 Parameter Setting
		1.2 Algorithm Description
	2 Algorithm Proof
		2.1 Two-Line Algorithm
		2.2 Verification of the Accuracy of the Obtained Circle Center Position
		2.3 Left-Hand Rule Verification
	3 Summary
	References
Controller Design Based on LQR for Rotational Inverted Pendulum
	1 Introduction
	2 Build a Mathematical Model to System
	3 Integrated Design Based on LQR
	4 System Simulation
	5 Conclusions
	References
Three-Dimensional Scenic Spot Roaming System Based on Virtual Reality Technology
	1 Introduction
	2 Related Technologies of 3D Scenic Spot Roaming System
		2.1 Image Feature Point Extraction and Matching Technology
		2.2 Virtual Reality Roaming Based on Geometric Model
	3 Experimental Background and Design
		3.1 Experimental Background
		3.2 Experimental Design
	4 Discussion
		4.1 System Testing
		4.2 Development Characteristics of Virtual Reality Technology
	5 Conclusions
	References
Research and Development of Simulation System for Industrial Robot Stamping Automation Production Line Based on Virtual Reality
	1 Introduction
	2 Methods
		2.1 Define Sports Synergy Evaluation Indicators
		2.2 Virtual Prototype Simulation of Stamping Automated Production Line
	3 Results and Discussions?
		3.1 Analysis of Results of Exercise Coordination Program
		3.2 Robot Trajectory Planning Method
	4 Conclusion
	References
Architectural Roaming Animation Based on VR Technology
	1 Introduction
	2 Architectural Tour Method
		2.1 Virtual Reality
		2.2 Collision Detection Technology
		2.3 Automatic Navigation Pathfinding
	3 Experimental Design of Roaming System
		3.1 Overall Design of Roaming System
		3.2 Experimental Environment
	4 Discussion of Experimental Results of Roaming System
		4.1 Analysis and Discussion of Experimental Results
		4.2 Suggestions on Rational Use of Virtual Reality Technology in Architectural Animation
	5 Conclusion
	References
The Measurement Method of Housing Affordability
	1 Introduction
		1.1 House Price Income Ratio (PIR)
		1.2 Rent to Income Ratio (RIR)
		1.3 Residual Income Affordability (RIA)
		1.4 Housing Affordability Index (HAI)
	2 Comparative Analysis of Various Calculation Methods
	3 Conclusion
	References
Smart Home Security Based on the Internet of Things
	1 History of Smart Home
	2 Smart Home Security
		2.1 Device Security
		2.2 Communication Protocol Security
	3 Challenges and Opportunities
		3.1 Device Firmware Vulnerabilities
		3.2 Communication Protocol Vulnerabilities
	4 Conclusion
	References
CS-Based Homomorphism Encryption and Trust Scheme for Underwater Acoustic Sensor Networks
	1 Introduction
	2 Related Work
	3 Description of CHTS
		3.1 Measurement Matrix
		3.2 Trust Model
	4 Discussion
		4.1 Eavesdropping Attack
		4.2 Selective Forwarding Attack
		4.3 Dos Attack
	5 Conclusion
	References
3D Animation Scene Plane Design Based on Virtual Reality Technology
	1 Introduction
	2 3D Animation Scene Plane Design Based on Virtual Reality Technology
	3 Experimental Results and Analysis
	4 Conclusions
	References
Design of VR Computer Network and Maintenance Experiment System
	1 Introduction
	2 Function Design of Multimedia Teaching System Simulation Experiment
	3 Overview of Multimedia Teaching System Development Platform
	4 Realize the Modeling and Development of Virtual Experiment Environment
	5 The Ability to Reasonably Design the Interaction of Video Display Platform
		5.1 Meet the Interactive Function of Moving Parts of Video Display Platform
		5.2 Meet the Interactive Function of Moving Parts of Video Display Platform
	6 Conclusions
	References
The Quantum State Engineering by Adiabatic Decoherence-Free Subspace
	1 Introduction
	2 Model
	3 Numerical Analysis
	4 Conclusion
	References
Design and Implementation of Training System for Broadcast Hosts P2P Network Video Live
	1 Introduction
	2 The Change of Information Transmission Mode Under the Influence of Network Live Broadcast
	3 The Influence of Network Live Broadcast on the Cultivation of Broadcasting and Hosting Professionals
		3.1 Positive Impact
		3.2 Negative Effects
	4 Solutions to the Influence of Network Live Broadcast on the Cultivation of Broadcasting and Hosting Professionals
	5 Conclusions
	References
Application Research of Enterprise Production Logistics System Based on Computer Simulation Technology
	1 Introduction
	2 The Importance of Simulation Technology in the Optimization of Production Logistics System
	3 Optimization Analysis of Enterprise Production Logistics System Based on Computer Simulation Technology
		3.1 The Concept of Computer Simulation Technology
		3.2 The Steps of Computer Simulation Technology in the Optimization of Enterprise Production Logistics System
	4 Real Time Simulation Algorithm
	5 Research on the Influence of Computer Simulation Technology in the Optimization of Enterprise Production Logistics System
	6 Conclusions
	References
Atomic Decay-Based Clustering for Operation Log
	1 Introduction
	2 Related Works on Clustering
	3 Operation Log and ADC
		3.1 Properties of Operation Log
		3.2 Data Sets from State Grid IT Operation Log
		3.3 Operation Log Preprocessing
		3.4 ADC Algorithm
	4 Experiments
		4.1 Experimental Settings
		4.2 Performance Comparison of the Impact of Tagged Data on ADC and SC-Kmeans
		4.3 Time Performance Comparison Between ADC and SC-Kmeans
	5 Conclusions
	References
Hybrid Mac Protocol Based on Security in Clustering Topology
	1 Introduction
	2 Related Work
	3 Secure Clustering Algorithm Based on Energy and Trust Management
		3.1 Clustering Algorithm
	4 Hybrid Mac Protocol Based on Security in Clustering Topology
		4.1 Intra-cluster Communication Key
		4.2 Intra-cluster Broadcast Key
		4.3 Secure Hybrid Mac Protocol
	5 Analysis
	References
Experiments, Test-Beds and Prototyping Systems for IoT Security
The Transformation and Remodeling of Literary Education Concept Under Mobile Internet Era
	1 Introduction
	2 The Opportunities Faced by Literary Education in the Era of Mobile Internet
		2.1 The Era of Mobile Internet has Broadened the Horizons of College Students
		2.2 The Mobile Internet has Changed the Literary Reading Mode of College Students
		2.3 The Rise of Network Literature
	3 Transformation and Remodeling of Literary Education Concepts in Universities
		3.1 Educational Thinking Should Keep Pace with the Times
		3.2 Improve the Relevant Curriculum System
		3.3 Start with Teacher Teaching
		3.4 Start from Students
	4 Conclusion
	References
Teaching Design Based on Network Red Blue Confrontation
	1 Introduction
	2 Problems Faced by Curriculum Teaching
		2.1 The Cognitive Process of Dichotomy
		2.2 Scene Design of Practice Link
		2.3 Design Network Countermeasure Training Project
	3 Build a Virtual Confrontation Experiment Platform
		3.1 Using Virtual Machine to Set Up the Experiment Platform
		3.2 Using Virtualization Technology to Build a Private Cloud Platform
	4 Network Attack and Deployment of Network Defense
	5 Conclusion
	References
Construction and Implementation of the “Pyramid” Online Learning Platform for Experimental Teaching
	1 Introduction
	2 Present Situation of Experimental Teaching Informatization
		2.1 Students’ Autonomous Learning
		2.2 The Importance of Experimental Teaching
		2.3 Problems of Existing Information Platforms for Experimental Teaching
	3 Construction of the Student-Based “Pyramid” Online Learning Platform for Experimental Teaching
		3.1 Student Oriented and Individualized Learning Environment
		3.2 Platform Technology
		3.3 Platform Process
	4 Implementation of the Student-Based “Pyramid” Online Learning Platform
	5 Conclusion
	References
The Research on the Strategy of College English Teaching Mode Based on Mobile Terminal Under the Background of Internet+
	1 Introduction
	2 Overview of “Internet+”
	3 Definition and Characteristics of Mobile Learning
		3.1 Definition of Mobile Learning
		3.2 Features of Mobile Learning
	4 Analysis of the Status Quo of Mobile Terminal Education Development
	5 Advantageous Application of Mobile Terminal Platform in College English
		5.1 Not Limited by Time and Region
		5.2 Personalized Customized Learning and Review Plan
		5.3 Efficient Multi-dimensional Evaluation Tool
	6 The Use of College English Teaching Based on Mobile Terminals
		6.1 Integrate Traditional Teaching Methods and Network Teaching Methods
		6.2 Break Through the Limitations of Time and Space
		6.3 Reasonable Use of Mobile Terminal Teaching Software
	7 Conclusion
	References
The Research on College Physical Education Innovation Based on Internet and New Media
	1 Introduction
	2 The Internet Impact on College Physical Education
		2.1 Internet + Overview
		2.2 Optimizing Teaching Ideas and Improving College Physical Education Methods
		2.3 Use Micro-classes to Innovate Classroom Teaching Content
	3 Advantages of New Internet Media Applied in College Physical Education
		3.1 Enriching the College Physical Education Environment
		3.2 Strengthen the Exchange of Students and Teachers in College Physical Education
		3.3 Help Students Improve Their Innovation Ability
	4 Innovative Forms of College Physical Education from the New Internet Media Perspective
		4.1 Internet New Media Sports Knowledge Enriches Teaching Resources
		4.2 Internet New Media + Sports Practice Three-Dimensional Teaching Form
		4.3 Internet New Media + Intelligent Teaching and Student Exchanges in Physical Education
	5 Conclusion
	References
The Development Strategy of College English Education Under the Language Education Planning in the Age of Artificial Intelligence
	1 Introduction
	2 Language Education Planning Concept
	3 The Main Problems of College English Education Under the Language Education Planning in the Era of Artificial Intelligence
	4 Analysis of the Contribution of Artificial Intelligence to English Education
		4.1 Artificial Intelligence Helps to Implement in-Depth Education
		4.2 Artificial Intelligence Improve the Scientific Nature of College English Education Management
		4.3 Artificial Intelligence Drives Innovation in Teaching Models
	5 Analysis of College English Education Development Strategy under the Language Education Planning in the Age of Artificial Intelligence
		5.1 College English Education Deeply Integrates Artificial Intelligence
		5.2 Establish a One-Stop System for English Teaching, and Plan Overall English Teaching in Primary and Secondary Schools and Colleges
		5.3 English for Special Purposes as the Teaching Direction, and Train Professional Composite Talents with Strong English Proficiency
		5.4 Optimize the Evaluation System, Focus on Formative Evaluation, and Establish a Comprehensive Evaluation System Based on Artificial Intelligence
	6 Conclusion
	References
Construction of Smart City Needed for a Better Life Under the Background of the Times—A Perspective of Holistic Governance Theory Based on Governance and the Structure of Local Political Institutions
	1 Introduction
	2 Password Mining: The Meaning of the Smart City
	3 The Status Quo Sketch: Problems Existing in the Current Smart City Construction
		3.1 Construction of Artificial Fengshui Mechanically Copied Suit
		3.2 Fragmentation Lack of Integrated Construction
		3.3 Game Imbalance Between Public Interest and Self-interest
		3.4 Deregulation of Processes Leads to Bad Ends
	4 Optimization Mechanism: The Construction of Smart Cities Requires External PEST and Internal SWOT Ecological Analysis
		4.1 External Ecology—Exploration of the Proposed Smart City PEST
		4.2 Internal Ecology—Consideration of SWOT for Smart City
	5 Operation Strategy: SMART Concept Should Be Followed in the Construction of a Smart City
		5.1 The Construction of a Smart City Needs to Integrate Resources and Be Clearly Positioned
		5.2 The Construction of Smart Cities Must Be Quantifiable
		5.3 Implementation of the Construction of a Smart City
		5.4 The Construction of Smart Cities Must Coordinate the Relationship Between All Parties
		5.5 The Construction of a Smart City Should not Neglect the Guarantee of Time
	6 Reflective Discussion
	References
Investigation on the Growth Mechanism of Small and Medium-Sized Agricultural Leading Enterprises from the Perspective of Intelligent Agricultural Niche Theory
	1 Introduction
	2 Method
		2.1 Perspective of Intelligent Agriculture and Ecological Niche Theory
		2.2 Leading AEs and Their Ecosystem
	3 Investigation and Experiment on the Development of SMSA Leading Enterprises
	4 Discuss
		4.1 Experimental Results and Analysis
		4.2 Improvement Strategies for the Growth Mechanism of Small and Medium-Sized Leading AEs
	5 Conclusion
	References
The Optimization and Construction of College English Teaching by Information Technology
	1 Introduction
	2 Problems Existing in the Teaching Based on Information Technology
		2.1 The Software and Hardware Facilities Applied in Information Technology-Based Teaching Can not Keep up with Each Other
		2.2 More Attention of Teaching Is Paid for Using the Information Technology Than the Teaching Content Itself
		2.3 Lack Capacity for Teaching Resource Production and Integration
		2.4 Lack Capacity to Collect, Analyze and Process Data
	3 The Optimization of Teaching Process by Using Information Technology
		3.1 Actively Create Internal and External Conditions Required for Information Technology-Based Teaching
		3.2 Use Data Feedback from Teaching and Learning Software to Plan Teaching Goals and Tasks Rationally
		3.3 Optimize and Refine Teaching Contents by Using Software and Internet Platforms
		3.4 Set up Information Technology-Based Teaching Forms in a Reasonable Way
		3.5 Effectively Integrate Various Information Technology Means to Optimize the Teaching Methods Applied in College English Courses
		3.6 Utilize the Functions of Data Collection and Analysis in the Information Technology Software to Comprehensively Assess Teaching Effects
	4 Conclusion
	References
The Application of Computer Technology in Chinese Teaching for Foreign Students from the Perspective of Internet
	1 Introduction
	2 Concepts and Characteristics of Internet-Based Virtual Reality Technology
		2.1 The Concept of Virtual Reality Technology
		2.2 Features of Virtual Reality Technology
	3 The Important Value of Applying Virtual Reality Technology to Teaching Chinese as a Foreign Language in Colleges and Universities
		3.1 Help Students Better Acquire Foreign Language Knowledge
		3.2 Strengthening Students’ Foreign Language Communication Skills Training
		3.3 Effectively Motivate Students’ Verbal Communication Motivation
		3.4 Reduce Students’ Foreign Language Anxiety
		3.5 Breaking New Ground in Extracurricular Language Acquisition
	4 Conclusion
	References
The Application of Computer “Virtual Simulation” Experimental Teaching in Basic Football Tactics
	1 Introduction
	2 The Necessity of Applying Virtual Simulation Technology in the Teaching of Basic Football Tactics
		2.1 Virtual Simulation Technology Is the New Development Trend in the Teaching of Basic Football Tactics
		2.2 The Reality and Effectiveness of Virtual Simulation Technology in the Teaching of Basic Football Tactics
		2.3 The Extension and Expansion of Traditional Teaching
	3 Advantages of Virtual Simulation Experiments in the Teaching of Basic Football Tactics
		3.1 Overcome Shortcomings in the One-Dimensional Teaching of Basic Attack and Defense Tactics
		3.2 Help to Improve Students’ Learning Enthusiasm
		3.3 Observation from Multiple Perspectives Can Provide Students Various Choices
		3.4 Help to Improve Students’ Ability of Quickly Identifying Competition Scenes
		3.5 Help to Improve the Efficiency of Football Teaching
	4 The Application of Virtual Simulation Experiments in Football Tactics Teaching
		4.1 Setting Virtual Learning Scenes According to Real Competitions
		4.2 Building an Effective Teaching Mode
		4.3 The “Trinity” Evaluation Mode
	5 Analysis on the Effects of Virtual Simulation Experiment in Football Tactics Teaching
		5.1 Effects of Learning Basic Football Tactics
		5.2 Effects of Teaching Basic Football Tactics
	6 Conclusion
	References
Application of Campus Happy Running APP in the Reform of University Physical Education Integration
	1 Introduction
		1.1 Research Background
		1.2 Research Status
		1.3 Deficiencies
	2 APPlication of App Software for Campus Trail Lepao
	3 Construction and Promotion of Integrated Evaluation Model in and Out of Class
		3.1 Construction of Integrated Evaluation Model Inside and Outside Class
		3.2 Promotion of Integrated Evaluation Model in and Out of Class
	4 Evaluation Effect Analysis After Introducing Trail Race
	5 Conclusion
	References
Data Mining of Educational Service Quality of Professional Degree Masters Based on Improved Expectation Confirmation Model
	1 Introduction
	2 Design of Quality Model of Professional Degree Master’s Education Service
		2.1 Theoretical Model
		2.2 Research Hypothesis
	3 Measurement and Evaluation
		3.1 Questionnaire Design
		3.2 Research Method
		3.3 Statistical Analysis
	4 Measurement Results and Analysis
	5 Conclusion
	References
Intelligent Development of Urban Housing
	1 Concept of Urban Housing Intelligence
	2 Structural Composition of Urban Housing Intelligence
	3 Problems in Housing Intelligence
	4 Solution to the Problem of Housing Intelligence
	5 Development Trend in Prospect
	6 Conclusion
	References
Effective Approach to Cultivating Physical Education Teaching Skills of Preschool Majors in the Context of Big Data
	1 Introduction
	2 Training and Improving the Teaching Design
		2.1 Constructing the Online Classroom and Implementing Theoretical Framework
		2.2 Reversed Teaching Design
		2.3 Research on Teaching Materials
	3 Standardize Technical Movements and Improve Sports Skills
	4 Construct Comprehensive Physical Education Curriculum
		4.1 Provide Demonstrations
		4.2 Innovate PE Teaching Methods for Children
		4.3 Development of Curriculum Resources
		4.4 Teaching Practice
	5 Learn to Evaluate
		5.1 Evaluation of Learning Habits
		5.2 Sports Load Evaluation
	6 Developing Teaching and Research Abilities
	7 Conclusion
	References
Coordination Game in Online Ride-Hailing Market of Smart City
	1 Introduction
	2 Analysis on the Benefit Game in Online Ride-Hailing Market
	3 Coordination Game Model in Online Ride-Hailing Market
		3.1 Research Hypothesis
		3.2 Analysis on the Government (Government) -Enterprise (Enterprise) Evolution Model
		3.3 Analysis on the Enterprise (Enterprise) - Car Owner (User) Evolution Model
	4 Conclusion
	References
Construction of English Learning Community in the Smart City Environment
	1 Introduction
	2 Proposed Method
		2.1 Construction of Smart City Learning Community
		2.2 Strategies for Constructing English Learning Communities in Smart Cities
	3 Research Method
	4 Discussion
		4.1 Lack of Awareness of Community Individual Participation
		4.2 Unity of Community Activity Forms
	5 Conclusions
	References
Automatic Dispensing Technology of Traditional Chinese Medicine Formula Granules in Pharmacy Under the Background of Artificial Intelligence
	1 Introduction
	2 Proposed Method
		2.1 Application of Artificial Intelligence to Traditional Chinese Medicine Formula Granules
		2.2 Automatic Dispensing Technology of Dispensing Granules of Traditional Chinese Medicine
	3 Experiments
	4 Discussion
		4.1 Key Technology Analysis of the Application of Automatic Dispensing Technology of Traditional Chinese Medicine Formula Granules in Pharmacy Under the Background of Artificial Intelligence
		4.2 Analysis of Application Results of Automatic Dispensing Technology of Traditional Chinese Medicine Formula Granules in Pharmacy Under the Background of Artificial Intelligence
	5 Conclusions
	References
Exploration and Practice of Coaching Technology in College Career Guidance Under the Internet + Era
	1 Introduction
	2 Related Concept Description and Research Methods
		2.1 Coaching Skills
		2.2 Career Planning for College Students
		2.3 Research Ideas and Methods
	3 Applied Research Cases
		3.1 Respondents
		3.2 Experimental Design
	4 Experimental Results and Discussion
		4.1 Pretest Results and Analysis
		4.2 Post-test Results and Analysis
	5 Conclusion
	References
Research on Enterprise Data Governance Based on Knowledge Map
	1 Introduction
	2 Data Governance
	3 Visualized Analysis
		3.1 The Status Quo of Research on Data Governance in China
		3.2 The Status Quo of Research on Foreign Data Governance
	4 Conclusion
	References
Website Design and Implementation of Xunyang Lion’s Head Orange
	1 Introduction
		1.1 Research Background and Significance
		1.2 Research Main Content
		1.3 Research Methods
	2 System Analysis
		2.1 Functional Requirements Analysis
		2.2 Analysis of Feasibility
		2.3 Database Analytics
	3 System Design
		3.1 System Project Planning
		3.2 Functional Module Design
		3.3 Database Design
	References
Vocational Students’ Academic Self-efficacy Improvement Based on Generative PAD Teaching Mode
	1 Introduction
	2 Relevant Research on the Academic Self-efficacy
		2.1 Concept of Academic Self-efficacy
		2.2 Relationship Between Academic Self-efficacy and Academic Performance
	3 The Basic Structure of the Generative PAD Teaching Mode
		3.1 The Concept of PAD Teaching Mode
		3.2 The Generative Features of PAD Teaching Mode
	4 Three Factors to Effect Academic Self-efficacy
		4.1 Successful Direct Experience
		4.2 High-Level Learning Motivation
		4.3 Positive Verbal Evaluation
	5 Model Construction of Generative PAD Teaching
		5.1 Analyze Learners’ Needs
		5.2 Define Teaching Objectives
		5.3 Set up Teaching Resources
		5.4 Create a Learning Environment
		5.5 Perfect Teaching Evaluation
	6 The Evaluation of Effect on Generative PAD Teaching Practice
		6.1 Reliability Analysis of Questionnaire
		6.2 The Post-test Analysis of Normal Class and Experimental Class
	References
An Improved K-Means Clustering Algorithm Based on Density Selection
	1 Introduction
	2 Improved Clustering Algorithm Based on Density Selection
		2.1 Cluster Validity Index
		2.2 Selection of the Cluster Centers
		2.3 The Improved K-Means Algorithm Based on Density Selection
	3 The Experimental Results
	4 Conclusion
	References
Calculation and Analysis of Family Care Burden Coefficient
	1 Introduction
		1.1 Research Trends at Home and Abroad
		1.2 Identification of Family Care Burden
	2 Measurement of Family Care Burden Coefficient
		2.1 Burden Coefficient of Family Support and Care
		2.2 Burden Coefficient of Family Support and Care
		2.3 Family Special Disability, Patient Population Care Coefficient
		2.4 Total Burden Coefficient of Family Care
	3 Conclusion
	References
A Study on the Impact of Formal Social Support on the Mental Health of the Elderly in Urban and Rural China: Based on the 2015 CHARLS Data
	1 Introduction
	2 Data, Models and Analysis
		2.1 Binary Probit Model
		2.2 Classical Linear Regression Model
	3 Conclusions
		3.1 Formal Social Support Had a Significant Effect on the Degree of Depression in the Elderly
		3.2 Formal Social Support also Had a Significant Effect on Cognition in the Elderly
	References
Bi-Apriori-Based Association Discovery via Alarm Logs
	1 Introduction
	2 Related Works
		2.1 Association Discovery
		2.2 Process of Apriori Algorithm
		2.3 Disadvantages of Apriori Algorithm
	3 BI-APRIORI Algorithm
		3.1 Preliminary Concepts
		3.2 Equalization in Association Discovery
		3.3 Algorithm Framework
		3.4 Examples of Bi-Apriori Algorithm
	4 Experiments
		4.1 Retail DataSet
		4.2 Mushroom DataSet
		4.3 T10I4D100K DataSet
		4.4 Alarm DataSet
	5 Conclusions
	References
Research on Perceived Information Model in Product Design Under Cloud Computing
	1 Introduction
		1.1 Research Background
		1.2 Research Methods and Objectives
	2 Literature Review
		2.1 Perceptual Information of Intuitive Understanding
		2.2 The Meaning and Operation Method of Dichotomy
	3 Experimental Methods
		3.1 Experiment
		3.2 Construction of Perceptual Information
		3.3 Analysis of Cooking Utensil Cluster
		3.4 Quantitative Analysis of Perceptual Keywords
	4 Conclusion
	References
Early Warning Management of Enterprise Human Resource Crisis Based on Fuzzy Data Mining Algorithm of Computer
	1 Introduction
	2 An Overview of Human Resource Crisis in Enterprises
	3 The Predicaments in the Early Warning Management of the Current Human Resource Crisis in Enterprises
	4 Fuzzy Mining Algorithm
		4.1 Set up the Sample Set u to Be Classified on All Data Records of the Data Warehouse
		4.2 Establish Modulus Similarity R
		4.3 Cluster Analysis
	5 On Strengthening the Early Warning Management of Human Resource Crisis in Enterprises
	6 Conclusions
	References
New Media Creative Writing and Computer Application Technology
	1 Introduction
	2 Definition of New Media
	3 Explore the Significance of the Application of Computer Technology in the New Media Era
	4 New Media Creative Writing Environment and Current Situation
	5 Abstraction of New Media Model
	6 Cache Replacement Algorithm
	7 Conclusions
	References
Short Paper Session
Application of Automatic Obstacle Avoidance Unmanned Vehicle Based on Beidou and Inertial Navigation
	1 Beidou + Dr
	2 RFID Assisted Positioning
	3 Obstacle Avoidance, Drive System
	4 Conclusion
	References
Application of “Computer Network Teaching Platform + Flipped Teaching Model” in Online Education-Taking “Information Technology Teaching Method” as an Example
	1 Introduction
	2 The Overview of “Computer Network Teaching Platform + Flipped Teaching Model”
	3 Advantages of Using “Online Education Platform + Flipped Teaching Model” in Information Technology Teaching Method
		3.1 Redesigning the Teaching Process Is More Conducive to Students’ Knowledge Construction
		3.2 Provide a Variety of Teaching Media, Which Helps to Cultivate Students’ Interest in Learning
		3.3 American Scholars Ference Marton and Roger Saljo Proposed in Essential Differences in Learning
		3.4 Break the Space-Time Restrictions of Class and Improve the Interaction of Teaching
	4 Conclusion
	References
Design and Implementation of an Information Service System for Scientific and Technological Achievements Transformation Based on Spring Boot
	1 Summary
	2 Significance of Platform Research
	3 System Design
		3.1 Platform Topology
		3.2 Platform Function Module Diagram
	4 Key Technologies of System Implementation
		4.1 Spring Boot
		4.2 HTML5
		4.3 Data Exchange
	5 Conclusions
	References
Design of Oral English Learning System Based on Cloud Computing
	1 Introduction
	2 The Overall Design of the System
		2.1 System Architecture
	3 Function Design of the System
	4 System Learning System Design
		4.1 Design of Speech Acquisition and Recognition Module
	5 Conclusions
	References
The Current Situations of Mobile Assisted Language Learning
	1 Introduction
	2 The Characteristics of Mobile Assisted Language Learning
	3 The Merits of Mobile Assisted Language Learning
	4 The Flaws of Mobile Assisted Language Learning
	5 Summary
	References
Development of Industrial Chain of Internet of Things Based on 5G Communication Technique
	1 Introduction
	2 Summarize of 5G Communication Technique
	3 Impact of that the Internet of Things Industry Chain on 5G Communication Technique
		3.1 Hardware Industry Develops Rapidly
		3.2 Communication Standards are Gradually Unified
		3.3 Extensive Application of Advanced Technique
	4 Development of Internet of Things Industry Chain Under 5G Communication Technique
		4.1 Smart Home
		4.2 Construction Industry
		4.3 Medical Field
	5 5G Communication Technique is an Effective Strategy to Promote the Industrial Chain Development of the Internet of Things
		5.1 Adjust the Deployment of Local Industrial Chain
		5.2 Optimize the Development Plan of the Internet of Things
		5.3 Strengthen Information Security Protection
	6 Conclusion
	References
Path Choice of Smart City Construction from the Perspective of Economic Growth
	1 Introduction
	2 Literature Review
	3 Model
		3.1 The Technological Progress Model of the US
		3.2 The Technological Progress Model of China
	4 Conclusion
	References
Computer Audit Quality Control in Big Data Era
	1 Impact of the Big Data Era on Computer Audit
		1.1 The Impact of Computer Audit Methods
		1.2 The Use of Big Data Helps Reduce Auditor Fraud
	2 Problems in Computer Audit in the Era of Big Data
		2.1 Audit Technical Issues
		2.2 Audit Method Issues
		2.3 Auditor Issues
	3 The Countermeasures of Computer Audit Quality Control in the Era of Big Data
		3.1 Improving Auditing Technology
		3.2 Innovative Audit Methods
		3.3 Enhance the Training of Audit Talents
	4 Concluding Remarks
	References
MOOC System in the Era of Big Data Improves the Effectiveness of College Physical Education
	1 Introduction
	2 Research Objects and Methods
		2.1 Research Objects
		2.2 Research Methods
	3 Characteristics of MOOC System
	4 Disadvantages of Traditional College Physical Education
	5 Research Major Ideas and Innovations
	6 The Practical Significance of Using MOOC System to Improve the Effectiveness of College Physical Education
		6.1 Optimizing the Classroom Structure is the Key to Improve the Teaching Effect
		6.2 To Improve the Effectiveness of Physical Education Classroom Teaching from the Perspective of Students’ Psychology
		6.3 Teaching Methods Should be Effective
		6.4 Strengthen the use of Effective Practices and Feedback
		6.5 The Teaching Process Should be Interactive
		6.6 Scientific Classroom Teaching Evaluation is the Guarantee to Improve the Teaching Effect
	References
Risks and Prevention in the Application of AI
	1 Introduction
	2 Main Risks of AI Design and Application
		2.1 Security Risks Caused by Artificial Intelligence
		2.2 Risk of Consumer Privacy Disclosure
		2.3 Moral Hazard in AI Design and Application
	3 The Causes of Risks in AI Design and Application
		3.1 Incomplete Laws and Regulations
		3.2 Imperfect the Ways of Supervision and Relief
		3.3 Limitations of Artificial Intelligence Technology Itself
	4 Countermeasures of Risk Prevention
		4.1 Perfecting Relevant Legislation
		4.2 Improving the Supervision and Management System of Artificial Intelligence
		4.3 Strengthening Safety Design to Reduce Risk from the Source
	5 Conclusion
	References
Improvement of Microblog Recommendation System Based on Interaction Strategies of Agricultural E-Commerce Enterprise
	1 Introduction
	2 Literature Review
		2.1 RS in Microblogs
		2.2 Microblog Interaction Strategy
		2.3 Microblog Emotional Research
	3 Research Design
		3.1 Sample Sources
		3.2 Data Collection and Processing
	4 Research Process
		4.1 Data Descriptive Statistics
		4.2 Emotion Analysis
	5 Conclusions
	References
Exploration and Construction of “One Ring, Three Deductions” Innovation and Entrepreneurship Talent Cultivation Model for Higher Vocational Art Design Major Based on Information Technology
	1 Introduction
	2 Method
		2.1 Existing Vocational Education Talent Training Models
		2.2 Innovation of Training Mode of Innovative and Entrepreneurial Talents in Higher Vocational Colleges
	3 Experiment
	4 Discuss
	5 Conclusion
	References
Research Progress of Neuroimaging Techniques in Organizational Behavior Under the Background of Smart City
	1 The Origin, Unique Role and Development of Organizational Behavior are Studied from the Perspective of Neuroscience
	2 The Development Track and Introduction of Commonly Used Neuroimaging Techniques in Organizational Neuroscience
	3 The Application Value of Neuroimaging Techniques in Organizational Behavior Research
	References
Recommendation Strategies for Smart Tourism Scenic Spots Based on Smart City
	1 Introduction
	2 Smart City Tourism Recommendation Strategy
	3 Research Method
	4 Discussion
		4.1 Clustering of Attractions
		4.2 Experimental Analysis of Travel Recommendation Results
	5 Conclusions
	References
Control Strategy of Environmental Control System in Power Transmission
	1 Introduction
	2 Overview of Power Transmission and Environmental Control System
	3 Application of Power Transmission Environmental Control System
	4 Control Strategy of Power Transmission Environmental Control System
	5 Conclusion
	References
MATLAB Software in the Numerical Calculation of Civil Engineering
	1 Introduction
	2 Constitutive Model of Concrete
	3 The Constitutive Relation of Reinforcement and the Bond Between Reinforcement and Concrete
	4 Stress Analysis and Calculation Example of the Reinforced Concrete Simple Supported Beam
	5 Analysis of Finite Element Results
	6 Conclusions
	References
Low Latency V2X Application of MEC Architecture in Traffic Safety
	1 Introduction
	2 MEC Architecture
	3 C-V2X Networking
	4 Application of Low Latency V2X in Traffic Safety
	5 Summary
	References
Cloud Computing Technology for the Network Resource Allocation on the Research of Application
	1 Introduction
	2 Cloud Computing Architecture Model
	3 Cloud Computing Deployment Model
	4 Cloud Computing Architecture
	5 Key Technologies of Cloud Computing
	6 Conclusions
	References
Talent Evaluation Model of College Students Based on Big Data Technology
	1 Introduction
	2 Analysis on the Necessity and Feasibility of Big Data in the Field of College Students’ Talent Evaluation
		2.1 Necessity Analysis
		2.2 Feasibility Analysis
	3 Implementation of Big Data Talent Evaluation
		3.1 Early Stage of Talent Evaluation: Design Talent Evaluation Scheme Based on Big Data
	4 The Conclusion and Enlightenment of the Research on the Model of College Students’ Talent Evaluation
		4.1 Providing a Reference for the Career Planning and Personality Development of College Students
		4.2 Providing Data Support for More Accurate Recruitment and Targeted Training for Enterprises
		4.3 Providing Services for School Running and Improvement and Government Education Governance
	References
Application of Cloud Class in Comprehensive English Teaching in the Context of Internet Plus
	1 Introduction
	2 Introduction of Cloud Class Teaching Platform
	3 Current Situation of Comprehensive English Teaching
	4 Application of Cloud Class in Comprehensive English Teaching
		4.1 Guidance Before Class
		4.2 Learning in Class
		4.3 Consolidation After Class
	5 Conclusion
	References
The Application of 3D Printing Technology in Sculpture
	1 Problems in Application of 3D Printing Technology
		1.1 High Cost, Long Working Hours and Low Efficiency
		1.2 Low Quality and Accuracy
		1.3 Material Limits
	2 Solutions to the Problems in the Application of 3D Printing Technology
		2.1 Solutions to the Problems of High Cost, Long Working Hours and Low Efficiency
		2.2 Solutions to the Problems of Low Quality and Accuracy
		2.3 Solutions to the Problems of Material Limitations
	3 Value and Advantages of Sculpture Technology in the Field of Sculpture
	4 Conclusion
	References
The Development Strategy of Current Medical Scientific Research Information
	1 Introduction
	2 Problems in the Management of Medical Scientific Research in Public Hospitals
		2.1 Problems in Management Methods
		2.2 Analysis of Some Abnormal Phenomena
		2.3 The Dissemination of Scientific Research Information Is Blocked
		2.4 The Management Personnel of the Department Do not Pay Enough Attention to Informatization
	3 Conclusions
		3.1 Development of Information Management Software
		3.2 Establishment of Management System for Informatization Development
		3.3 Establish Internal Information Sharing Mode
	References
On the Development of the Industry Trend of “Ai+Education”
	1 Introduction
	2 All the Intelligent People in Education Create Lots of People
	3 Third Party Education Service
	4 Support for Standard Construction
	5 Formation of Education Industry Chain
	6 Conclusions
	References
Research on UAV Control Improvement
	1 Introduction
	2 Introduction to the Internet of Things
	3 Introduction to UAV Operation
	4 Analysis of Current Situation at Home and Abroad
	5 Basic Principle
	6 Effectiveness of the Route
	7 Improvement
	8 Conclusion
	References
Smart Sleep Mattress Based on Internet of Things Technology
	1 Introduction
	2 Introduction of Key Technologies
		2.1 Introduction to the Internet of Things
		2.2 Speech Recognition Technology
	3 Structure of Smart Sleep Mattress System
		3.1 Basic Functions of Ontology
		3.2 Smart Mattress Structure
	4 Specific Functions of Smart Sleep Mattress
		4.1 Sleep Monitoring
		4.2 Wake up
		4.3 Manipulation Interaction
	5 Conclusion
	References
On the Application and Research of Electronic and Electrical Technology in Power System
	1 Introduction
	2 The Importance of the Application of Electronic and Electrical Technology
	3 Application Strategy of Electrical and Electronic Technology in Power System
		3.1 Power Generation Link
	4 Transmission Link
	5 Power Distribution Link
	6 Conclusions
	References
Driving the Application of Bioinformatics Under the Development of Cloud Technology
	1 Introduction
	2 Cloud Computing Definition
	3 Application of Cloud Computing in Biological Information
		3.1 IaaS
		3.2 PaaS
		3.3 SaaS
	4 Problems Faced by Cloud Computing
	5 Suggestions for Application of Cloud Computing
	References
Computer Network Information Security and Protection Strategy Under the Background of Big Data
	1 Introduction
	2 Factors Affecting Computer Network Security Under the Background of Big Data Era
		2.1 Natural Disaster
		2.2 The Openness of Network Itself
		2.3 Operation Error
		2.4 Hacker Attack
		2.5 Computer Virus Invasion
		2.6 Spam and Information Theft
	3 Analysis of Computer Network Security Protection Strategy Under the Background of Big Data Era
	4 Ways to Use Network Security
		4.1 Encryption of Data Preservation and Circulation
	5 Conclusions
	References
Design and Implementation of Legal Consultation System Based on Android Platform
	1 Introduction
	2 Feasibility Analysis of Legal Consultation System
	3 Design of Legal Consultation System
	4 System Function Test
	5 Conclusions
	References
The Application of Big Data Development in Power Engineering Cost
	1 Introduction
	2 Application Status of Information Technology in Power Engineering Cost in China
	3 Problems Existing in the Application of Domestic Information Technology in the Cost of Electric Power Engineering
		3.1 Incomplete Data of Power Cost Information Management
		3.2 Information Management Method Is not Reasonable in the Process of Cost
		3.3 Dynamic Cost Information Does not Form Monitoring Management, Resulting in Cost Out of Control
	4 Main Measures to Effectively Improve These Application Problems
	5 Application and Development Direction of Information Technology in Power Engineering Cost in the Future
	6 Conclusions
	References
Design and Research on the Management of the Electricity System of WebGIS
	1 Introduction
	2 WebGIS and Related Technologies
	3 The Introduction of WebGIS Implementation Mode
	4 System Analysis and Design
		4.1 System Design Objectives
		4.2 Use Case Model
		4.3 Determination of User Object
	5 Conclusions
	References
Application of Improved CMAC Algorithm in International Trade Analysis Module Construction
	1 Introduction
	2 Function Demand Analysis of Trade Analysis Module
	3 Application of CMAC Neural Network to the Construction of International Trade Module
		3.1 Improved Algorithm Am-CMAC and Convergence Analysis
	4 Design and Implementation of Customer Churn Analysis Module in International Trade
		4.1 Design and Implementation of International Trade Segmentation Analysis Module
	5 Conclusions
	References
Design and Research of Electroless Copper Plating in Microelectronics
	1 Introduction
	2 Basic Principle of Electroless Copper Plating
		2.1 Process Principle of Electroless Copper Plating
	3 Application of Electroless Copper Plating in Electronic Industry
		3.1 Conducting Treatment PTH for Through Hole and Inner Wall of Thin Tube
		3.2 Inner Copper Foil Treatment
	4 Electromagnetic Wave Shielding
		4.1 Electronic Packaging Technology
	5 Conclusions
	References
Application of Neural Network Algorithm in Building Energy Consumption Prediction
	1 Introduction
	2 Neural Network and Its Algorithm
		2.1 LM Algorithm
	3 BP Network Model of Building Energy Consumption
		3.1 Data Processing
		3.2 Establishment of Prediction Model
	4 Network Training
	5 Conclusions
	References
Research and Design of Big Data Unified Analysis Platform Based on Cloud Computing
	1 He Coming of Big Data Era
	2 Challenges in the Era of Big Data
		2.1 Concept of Big Data
		2.2 Problems in the Era of Big Data
	3 Research and Design of Big Data Scheme Based on Cloud Computing
		3.1 Design Idea of Big Data Unified Analysis Platform
		3.2 Big Data Unified Analysis Platform Software Architecture
		3.3 Advantage Analysis of Big Data Unified Analysis Platform
	4 Empirical Analysis Based on Analytic Hierarchy Process
	5 Conclusion
	References
Computer Software Technology Under the Background of Big Data Development
	1 Introduction
	2 Analysis of the Development of Computer Software Technology in China
	3 The Application of Computer Software Technology in the Era of Big Data
		3.1 Virtualization Technology
		3.2 Cloud Storage Technology
		3.3 Information Security Technology
	4 Notes on the Development of Computer Software Technology
		4.1 Information and Communication Level
		4.2 Analysis of Enterprise Information Solution
	5 Conclusions
	References
Application and Development of Digital Image Processing Technology in Jewelry Design
	1 Introduction
	2 Application of Digital Image Processing in Jewelry Cutting and Detection
		2.1 Composition of the System
		2.2 Features and Recognition Difficulties of Jewelry Image
	3 Find Special Points
	4 The Development of Digital Image Processing Technology in Jewelry Research
		4.1 The Combination of Digital Image Processing and Microscopy
		4.2 The Combination of Digital Image Processing and 3D Modeling Technology
	5 Conclusions
	References
Horizontal Model of Higher Education Management Policy Support System Based on Data Mining
	1 Data Mining Technology
	2 Data Mining and Educational Management Decision Support System
	3 Construction of System Architecture
	4 Looking Forward to the Future
	References
Design and Implementation of Tourism Management System Based on SSH
	1 The Technical Foundation of the SSH Integration Framework
		1.1 MVC Mode
	2 Demand Analysis of Tourism Management System
		2.1 Requirements for the Construction of a Tourism Management System
		2.2 Feasibility Analysis
	3 Design of Tourism Management System
		3.1 System Function Module Structure
		3.2 System Database Design
	4 Conclusions
	References
Design and Research on Big Data Application of Web Convergence Media
	1 Introduction
	2 Internet Convergence Media in the Era of Big Data
	3 Application Technology of Big Data in Internet Convergence Media
		3.1 Big Data Acquisition Technology
	4 Big Data Analysis Technology
		4.1 The Big Data Analysis Method
		4.2 Hadoop Big Data Support Platform
	5 Conclusions
	References
Design and Research of Wedding Photography Business System Based on Web
	1 Introduction
	2 The Market Concentration of the Wedding Photography Industry is Very High
	3 Business System Overview
	4 Data Analysis of Web Business System
	5 System Target Requirements
		5.1 System Structure Design
	6 Conclusions
	References
Development of a Virtual Experiment Teaching System Based on LabVIEW
	1 Introduction
	2 Comparison Between Virtual Instrument Experiment System and Traditional Experiment
	3 The Construction of a Virtual Experiment System
	4 Design of Signal Source Selection Module
		4.1 The Effect of the Virtual Instrument Experiment System on the Reform of Experiment Teaching
	5 Conclusions
	References
Author Index