Preface
Contents
An Analysis of the Research Situation of China’s National Security—Based on the Perspective of Social Network Analysis
Abstract
1 Introduction
2 Current Situation
2.1 Social Network Analysis
3 Data Sources and Research Methods
3.1 Data Sources
3.2 Research Methods
4 Keyword Analysis
4.1 High Frequency Keyword Network
4.2 Bi-cluster Research Topics
4.3 Citation Curve Analysis of Highly Cited Literature
5 Author Knowledge Role Recognition Research
5.1 Analysis of Community Graph
5.2 Centrality Analysis
5.3 Cohesive Subgroup Analysis
6 Analysis of National Security Research Institutions
6.1 Community Graph Analysis
6.2 Centrality Analysis
7 Conclusion and Prospect
References
A Study of Online Electronic Voting System Based Blockchain
Abstract
1 Introduction
2 Related Studies
3 Design of Electronic Voting System
4 Conclusion and Future Works
References
Study of Effective Storage System for MPEG-7 Document Clustering
Abstract
1 Introduction
2 MPEG-7 Document Clustering
2.1 Motivation of the Proposal
2.2 Clustering Application Procedure
3 Conclusion and Future Works
References
An Automatic Pollen Grain Detector Using Deep Learning
1 Introduction
2 Related Works
3 Material and Our Method
3.1 Dataset and Image Processing
3.2 Our Automatic Pollen Grain Detector
4 Experiments
4.1 Training Detail
4.2 Results
5 Conclusions
References
Hiding of Personal Information Areas Through a Dynamic Selection Strategy
Abstract
1 Introduction
2 Object Detection and Tracking
3 Dynamic Hiding Strategy
4 Experimental Results
5 Conclusion
Acknowledgement
References
An Enhanced Adaptive Neighbourhood Adjustment Strategy on MOEA/D for EEG Signal Decomposition-Based Big Data Optimization
1 Introduction
2 Related Work
3 The Description of MOEA/D-EANA
4 Big Optimization Problems
5 Experiment and Results
5.1 The Parameters of Big Data Optimization Problems
5.2 The Performance Metrics
5.3 The Results of Single Objective and Multi-objective Objective
6 Conclusion
References
Detection of HVDC Interference on Pipeline Based on Convolution Neural Network
Abstract
1 Introduction
1.1 Research Background
1.2 Related Work
2 Materials and Method
2.1 Dataset
2.2 Data Processing
2.3 1-D CNN
3 Experimental Result and Analysis
References
Detection of Human Relaxation Level Based on Deep Learning
Abstract
1 Introduction
2 Related Work
2.1 Hardware Construction
2.2 Software Debugging
3 Data Analysis
3.1 HRV Time Domain Analysis
3.2 HRV Frequency Domain Analysis
4 CNN Neural Network
4.1 CNN Network Structure
4.2 The Design of CNN Network
5 Results and Analysis
5.1 Horizontal Comparative Experiment
5.1.1 Influence of Convolution Layer Number on Results
5.1.2 Influence of Iteration Number on Results
5.2 Longitudinal Comparative Experiment
5.3 Experimental Results of CNN Network
6 Results and Prospects
Acknowledgement
References
Human Physiological Signal Detection Based on LSTM
Abstract
1 Introduction
2 Data Acquisition and Analysis
2.1 Data Acquisition
2.2 Data Analysis
3 Heart Rate Variability Analysis
3.1 Time-Domain Feature Analysis
3.2 Frequency-Domain Feature Analysis
4 Experiment Results and Conclusion
4.1 Design of LSTM Network
4.2 The Effect of Modification of Different Parameters on Experimental Results
4.3 Bidirectional LSTM Networks
4.4 Comparison of LSTM Network and SVM Network
4.5 Conclusion
5 Future Work
Acknowledgement
References
A Novel Diagnosis Method of Depression Based on EEG and Convolutional Neural Network
1 Introduction
1.1 Background
1.2 Related Works
1.3 Our Works
2 Data Analysis
2.1 Data Source
2.2 Data Preprocessing
2.3 Feature Extraction
3 Model Building
3.1 Traditional Method
3.2 Convolutional Neural Network
4 Experimental Process and Results
4.1 Converting EEG Signals into Images
4.2 Training
4.3 Evaluation Criteria
5 Conclusion and Future Work
References
Applying Decision Tree to Detect Credit Card Fraud
Abstract
1 Introduction
1.1 Background and Motivation
1.2 Research Purpose
1.3 Research Process
2 Related Works
2.1 Decision Tree
2.2 Random Forest
2.3 Support Vector Machine
2.4 Artificial Neural Network
2.5 eXtreme Gradient Boosting
3 Analysis Model
3.1 Data Set Description
3.2 Models and Kits
3.3 Data Pre-processing
4 Model Prediction
4.1 Confusion Matrix
4.2 Classification Report
4.3 Prediction Accuracy/Score Generation Process
5 Conclusion
References
Implementation of Traffic Sign Recognition System on Raspberry Pi
Abstract
1 Introduction
2 Related Works
3 The Proposed System
4 Conclusion
References
Integrating Object Detection and Semantic Segmentation into Automated Pallet Forking and Picking System in AGV
Abstract
1 Introduction
2 Purpose
3 Related Work
3.1 YOLOv4
3.2 EfficientNetV2
3.3 EfficientFCN
3.4 SETR
4 Method
4.1 Recognize the Pallet by Object Detection
4.2 Recognize the Fork Plate Hole by Semantic Segmentation
4.3 The Position Correction Algorithm
5 Conclusion
References
Multichannel Convolutional Neural Network Based Soft Sensing Approach for Measuring Moisture Content in Tobacco Drying Process
Abstract
1 Introduction
2 Methodology
2.1 Moisture Measuring with Large Delay
2.2 Data-Driven Soft Sensing Method
2.2.1 The Detection Delay Elimination Workflow
2.2.2 Data Description and Conversion
2.2.3 Multi-channel Convolutional Neural Network
3 Experimental Analysis
3.1 Experimental Establishment
3.2 Results and Discussion
3.2.1 Comparisons with the Standard CNN-Based Model
3.2.2 Comparisons with State-of-the-Arts Networks
4 Conclusions
References
Influenza-Like Illness Patients Forecasting by Fusing Internet Public Opinion
Abstract
1 Introduction
2 Literature Review
2.1 Choices of Training Features
2.2 Machine Learning Models for Predicting Outbreaks of Influenza-Like Illnesses
3 Methodology and Evaluation
3.1 Prediction Framework
3.2 Data Pre-processing
3.3 Ensemble Machine Learning Model
4 Conclusion and Future work
Acknowledgments
References
Ubiquity of Aural Skills Development in Music Rhythm Through the Mobile Phone Mechanism
Abstract
1 Introduction
2 Learning Theory Behind the Design of Aural Skills Development in Music Rhythm
2.1 Information Technology Convergence Strategy
2.2 Drill Strategy of Behaviorism
3 System Development Strategy of Aural Skills Development in Music Rhythm
3.1 Steady Rhythm Maintenance
3.2 Drill in Music Rhythm
4 Conclusion
References
A Prospective Preventive Screening Tool-Pancreatic Cancer Risk Model Developed by AI Technology
Abstract
1 Introduction
2 Method
2.1 Tool
2.2 Data Resource
2.3 Data Pre-processing
2.4 Factors Selection
2.5 Model Training
2.6 Model Evaluation
3 Results
3.1 Demography
3.2 Factors Selection
3.3 Model Evaluation
4 Discussion and Conclusion
References
Data Security of Internet of Things Under Cloud Environment
Abstract
1 Introduction
2 Trust Framework
3 Trust Authentication Scheme
3.1 USIM\toAT: r1, USIMID, PR1
3.2 AT\toSG: r2, ATID, PR2
3.3 SG\toAT: EACSG
3.4 AT\toTPM: r3, TPM Sig, ER
3.5 TPM\toUSIM: TPM Cert, r3, TPM Sig, ER
3.6 USIM\toUser: TS, r1, r3, {{\bf TPM}}{{{{\bf CertID}}}}, NAI, ER, TPM {{{{\rm Sig}}}}, {{\bf EAC}}{{{{\bf TPMID}}}}
3.7 User \to AT: (PRre, KeyUsk)/(PRse, KeyUpk)
3.8 AT \to EM/DM: DataE/DataD
3.9 EM/DM \to AT: Data
4 Conclusions
References
Impact and Application of Block Chain Technology on Urban Traffic Based on Artificial Intelligence
Abstract
1 Introduction
2 Method
2.1 Data Statistical Algorithm
2.2 Multi-type Blockchain Collaborative Management
2.3 Promote the Implementation of Blockchain Technology
3 Experiment
3.1 Subject
3.2 Experimental Method
4 Results
5 Conclusion
References
Data Mining Analysis Based on Cloud Computing Technology
Abstract
1 Introduction
2 Cloud Computing Technology and Data Mining
2.1 Cloud Computing
2.2 Data Mining
3 Data Mining Test
3.1 Experimental Environment
3.2 Experimental Test
4 Discussion
4.1 Algorithm Classification Accuracy Comparison
4.2 Algorithm Running Time Comparison
5 Conclusions
References
Artificial Intelligence in Digital Media Technology
Abstract
1 Introduction
2 Digital Media Innovation in Artificial Intelligence Environment
2.1 Picture Rendering for Digital Media
2.2 Digital Media Visualization Rendering
3 Visual Digital Media
3.1 Visualization System
3.2 Visual Media System Design
4 Artistic Innovation of Digital Media
4.1 Digital Media Visual Communication Model
4.2 Artistic Innovation in Visual Media
5 Conclusions
References
Development of Virtual Reality and Computer Technology Application
Abstract
1 Introduction
2 Definition of Related Concepts
2.1 Virtual Reality Technology
2.2 Characteristics of Virtual Reality Technology
2.3 Application of Computer Technology
2.4 Development of Virtual Reality Technology
2.4.1 Budding Stage
2.4.2 Exploration Period
2.4.3 Consumption Development Period
2.4.4 High Speed Development Period
2.5 Related Formulas
3 Development Survey of Virtual Reality and Computer Technology Application
3.1 Investigation Purpose
3.2 Respondents
4 Survey Results and Analysis
4.1 Development Prospect Survey
4.2 Technology Integration Survey
4.3 Development Direction Analysis
5 Conclusion
Acknowledgements
References
Use of Social Audit Network Intelligent System to Promote High-Quality Economic Development in the Era of Big Data
Abstract
1 Introduction
2 The Theoretical and Practical Significance of Big Data Technology for Social Auditing
3 Specific Suggestions for Playing the Role of Social Auditing to Promote High-Quality Economic Development
3.1 Improving Awareness of the Overall Situation
3.2 Strengthening the Construction of Ideological Style
3.3 Innovativing Audit Ideas
3.4 Strengthening the Construction of the Audit Team
3.5 Strengthening the Self-construction of Audit Institutions
3.6 Increasing Data Disclosure Through Legislation
3.7 Improving Relevant Laws and Regulations
3.8 Strengthening the Guidance of Social Auditing
4 Conclusions
References
Reform of International Economics and Trade Professional Course System in the Internet Age
Abstract
1 Introduction
2 Overview of the Internet Era and International Economics and Trade
2.1 Internet Era
2.2 International Economics and Trade Major
3 Research Ideas and Research Design
4 Analysis and Discussion of Research Results
4.1 Analysis of the Demand for International Economics and Trade Professionals in the Internet Era
4.2 The Reform of the International Economics and Trade Professional Curriculum System in the Internet Era
5 Conclusions
References
Visual Metaphor of the Short Video Eco-System
Abstract
1 Introduction
2 An Overview of Visual Metaphor Theory and Literature Review
3 The Original Ecology is Chosen as the Source Domain, and the Target Domain Metaphor is Realized Through “Cross Domain Mapping”
4 Encodes Concrete Spiritual Symbols and Obtains the Content Market Through Metaphorical Persuasion
5 With the Help of Allusion and Emotional Metaphor, the Meaning Outside the Painting Can Be Activated Through “Punctum Characterization”
6 Conclusion
References
Self-deduction Training Method Based on Deep Reinforcement Learning and Monte Carlo Tree Search
Abstract
1 Introduction
2 Deep Reinforcement Learning
3 Self-deduction Model Based on MCTS
4 Simulation Analysis
5 Conclusion
References
Application Prospect of Film and TV Special Effects Synthesis Technology Under Digital Media Technology
Abstract
1 Introduction
2 Film and Television Technology
2.1 Film and Television Special Effects Synthesis Technology
2.2 Digital Media Technology
3 Experiment on the Development Prospects of Film and Television Special Effects
3.1 Three-Dimensional Special Effects and Film and Television Synthesis Special Effects in Digital Media Technology
3.2 Research Process
4 Application Prospects of Film and Television Special Effects Synthesis Technology Under Digital Media Technology
4.1 Digital Media Technology and Film and Television Special Effects Synthesis Technology on Film Reputation
4.2 Digital Media Technology on the Economic Benefits of the Film and Television Industry
4.3 Digital Media Technology on Special Effects Synthesis Technology
5 Conclusion
References
Upgrading Tourism Experience of Tourists by Using AR Technology
Abstract
1 Introduction
2 Basic Principles of Augmented Reality
2.1 Augmented Reality
2.2 Principle of AR Model
3 AR Composition of Augmented Reality Technology
3.1 Monitor-Based
3.2 Optical Perspective
3.3 Video Perspective
4 Conclusion
Acknowledgments
References
Design of Cricket Control System Based on STM32
Abstract
1 Hardware
1.1 MCU
1.2 Camera
1.3 Motor
1.4 Little Ball
1.5 Flat
2 Mechanical Structure
3 Software
4 Conclusion
References
Legal Issues in the Development of Rural E-commerce in Chinese the Information Age
Abstract
1 Legal Issues Encountered in the Online Sales of Agricultural Products
1.1 The Legal Awareness of Rural E-commerce Operators is Weak
1.2 Agricultural Products Lack Legal Protection
1.3 The Agricultural Product Trading Platform Has Legal Risks
1.4 There is Few Laws Related to Rural E-commerce
2 Suggestions on Improving the Legal Protection of Agricultural Products
2.1 Improving the Legal Literacy of Rural E-commerce Employees
2.2 Increasing the Legal Certification Method of Agricultural Products
2.3 Regulate the Trading Platform Through Laws
2.4 Promulgating Relevant Laws and Regulations on Rural E-commerce
3 Conclusions
References
Design of Electrical Automation Control System Based on Computer Technology
Abstract
1 Introduction
2 Method
2.1 CT
2.2 Electrical Automation
2.3 Design Principles of EACS
2.4 Formula Involved in the Experimental Part
3 Experiment
3.1 Selection of Experimental Objects
3.2 Experimental Test Index
3.3 Processing of Experimental Data
4 Result
4.1 Experimental Data Results
4.2 Employees' Satisfaction with the Two Technologies
5 Conclusions
References
Islanding Detection Method of Active Phase-Shifting for Photovoltaic Microgrid Based on Fuzzy Control
Abstract
1 Introduction
2 Establishment of Mathematical Model of Island Mode
3 Principle Analysis of Active Phase-Shifting Detection Method
4 Island Detection Method Based on Fuzzy Control
5 System Simulation
6 Conclusion
Acknowledgements
References
Coping Strategy of University Counselors in “Microenvironment” Educational Background
Abstract
1 Introduction
2 Literature Review
2.1 Domestic Research Status
2.2 Foreign Research Status
3 Methods
3.1 Analysis of the Impact of “Micro Environment” on University Students
3.2 Analysis of University Counselors’ Challenges in “Micro Environment” Educational Background
3.2.1 The Overall Development of Students is Challenged
3.2.2 The Traditional Education is Adversely Affected
3.2.3 The Quality of Science and Technology of University Counselor and Ideological and Political Educators Need to Be Improved
4 Results
5 Discussion
6 Conclusion
References
Construction of Data Monitoring System for Smart Classroom Based on Internet of Things
Abstract
1 Introduction.
2 System Architecture
2.1 Perception Layer Hardware Design
2.2 Schematic Diagram of Node Structure
2.3 Cloud Server Design
2.4 Monitoring Platform Design
2.5 Software Design
3 Conclusions
References
ICT Technology and Big Data Background Embedded Technology Professional Curriculum Optimization Research
Abstract
1 Introduction
2 Improved Adaptive Parameter DBSCAN Clustering Method
3 Experiment
3.1 Experimental Process
3.2 Selection of Experimental Data
4 Evaluation Results
4.1 Data Analysis
4.2 Embedded Systems
5 Conclusion
Acknowledgements
References
The Collision Detection Technology in Virtual Environment
Abstract
1 Introduction
2 Collision Detection Simulation Technology
3 Development History of Collision Detection Algorithm
4 Analyses of Technical Problems in Collision Detection
5 Parallel Collision Detection Technology
5.1 Fast Parallel Collision Detection Based on Graphics Hardware
5.2 Divide and Conquer Strategy and Pipeline Technology to Complete Collision Detection
5.3 Experimental Data Analysis
6 Summary
References
Application of Virtual Reality Technology in Interior Design Under the Background of Big Data
Abstract
1 Introduction
2 The Application of VR Technology in Interior Design Under the Background of Big Data
2.1 Big Data Era
2.2 Computer Graphics
2.3 Concept of Virtual Reality
2.4 Characteristics of Virtual Reality Technology
2.5 Virtual Reality Technology and Interior Design
2.6 Defects of VR Technology in the Field of Interior Design
2.7 Innovation of VR Technology in the Field of Interior Design Practice
3 The Experiment and Research of VR Technology in Interior Design
4 Analysis of Experimental Results of VR Technology in Interior Design
4.1 Public Understanding of VR Technology
4.2 Which Kind of Experience and Service is More Preferred
5 Conclusion
References
Earthquake Protection and Disaster Reduction Technology System Based on Optical Network
Abstract
1 Introduction
2 Project Background and Significance
3 Scientific Ideas and Technical Approaches
4 System Construction
4.1 Construction Principle
4.2 Technical Ideas
4.3 Advantages of the Scheme
5 Conclusions
Acknowledgements
References
Industrial Economics Analysis of Urban Agglomeration Effect in the Information Age
Abstract
1 Introduction
2 Industrial Economy Under Informatization
2.1 Domestic Industrial Economy
2.2 Urbanization Industry
3 Local Industries Under Informatization
3.1 Local Economic Analysis
3.2 Status Quo of Local Industry
4 Economic Analysis in the Effect of Urban Agglomeration
4.1 Urban Agglomeration System
4.2 Economic Analysis of Urban Agglomeration Industries
5 Conclusions
References
Application of Video Teaching Platform Based on Internet in Guzheng Teaching in Information Age
Abstract
1 Introduction
2 Method
2.1 Guzheng Teaching
2.2 Teaching Platform
2.3 Quantitative Formula
3 Experience
3.1 Extraction of Experimental Objects
3.2 Experimental Analysis
4 Discussion
4.1 Online Practice Mode
4.2 Survey Results of Teaching Effect of China Guzheng Net
5 Conclusion
References
Optimization of New Media Marketing Methods for Apparel Brands Based on Information Technology
Abstract
1 The Connotation of New Media Marketing
1.1 The Concept of New Media Marketing
1.2 Features of New Media Marketing
2 The Status Quo of New Media Marketing of Clothing Brands Based on Information Technology
2.1 Wechat
2.2 Short Video
2.3 Sharing Community
2.4 Live Broadcast
2.5 Other Forms
3 Problems with New Media Marketing Methods for Apparel Brands
3.1 Unclear Brand Positioning
3.2 Dissemination Channels are Chaotic
3.3 Dissemination Content Lacks Innovation
4 Optimization Measures for New Media Marketing Methods of Clothing Brands Based on Information Technology
4.1 Positioning Optimization
4.2 Content Optimization
4.3 Optimization of Interactive Mode
4.4 Conversion Function Optimization
5 Conclusions
Acknowledgement
References
Radar-Based Activity Recognition with Deep Learning Model
Abstract
1 Introduction
2 Problem Description
3 Models
3.1 Feature Engineering
3.2 Activity Feature Extraction
3.3 Recognition Models
4 Experimental Results
4.1 Experiment Settings
4.2 Results
5 Conclusion
References
A Joint Approach Based on Matrix Factorization for Multi-view Clustering
Abstract
1 Introduction
2 Methodology
2.1 Problem Definition
2.2 The Proposed Model
2.3 The Optimization Process
3 Experiments
3.1 Compared Methods and Evaluation Metrics
3.2 Clustering Results, Parameter Sensitivity and Convergence Analysis
3.2.1 Clustering Results
3.2.2 Parameter Sensitivity Analysis
3.2.3 Convergence Analysis
4 Conclusions
References
Management Accounting System of Commercial Bank Based on Big Data
Abstract
1 Introduction
2 Management Accounting System
2.1 Big Data
2.2 Contents of Management Accounting System of Commercial Banks
3 System Test
3.1 Test Environment
3.2 Test Method
4 System Test Results
4.1 Interface to Docking Server Performance
4.2 Application Interface Data Response Performance
5 Conclusions
References
Stride Length Estimation Model Based on Machine Learning Algorithms
Abstract
1 Introduction
2 Methodology
2.1 Data Collection
2.2 Data Analysis
2.3 Overview of BP-ANN and LSSVM
2.4 Data Fitting of Two MALs
3 Experimental Verification
4 Conclusion
References
Application of Artificial Intelligence in the Design of Animation Special Effects
Abstract
1 Introduction
2 Analysis of Artificial Intelligence in the Design of Animation Special Effects
2.1 Artificial Intelligence Environment Analysis
2.2 Application Analysis of Animation Special Effects
2.3 Research on Tree Animation
3 Application Research Methods of Artificial Intelligence in Animation Special Effects Design
3.1 The Purpose of the Study
3.2 Research Process
3.3 Data Processing
4 Analysis of Research Results on the Application of Artificial Intelligence in Animation Special Effects Design
4.1 Natural Frequency and Damping Ratio of Different Branches
4.2 Reconstruction Parameters and Time-consuming
5 Conclusions
References
Smart Community Management Based on Internet of Things
Abstract
1 Introduction
2 Smart Community Management Based on the Internet of Things
2.1 Application of the Internet of Things in the Management of Smart Communities
2.2 Management Methods
2.3 Research on the Application of the Internet of Things in Smart Communities
3 Experimental Research on the Management of the Internet of Things in Smart Communities
3.1 Research Objects
3.2 Questionnaire Survey Method
3.3 Mathematical Statistics
3.4 Analytic Hierarchy Process
4 Experimental Research and Analysis of the Internet of Things in the Management of Smart Communities
5 Conclusions
References
Sentiment Analysis of Film Reviews Based on Text Mining—Taking the Shawshank Redemption as an Example
Abstract
1 Introduction
2 Related Theories and Research Foundation
3 The Research Process
3.1 Data Collection
3.2 Data Analysis
3.3 Data Result Analysis
4 Conclusion
Acknowledgment
References
CPU-GPU Heterogeneous Parallel Algorithm for Metal Solidification Molecular Dynamics Simulation Based on Artificial Intelligence
Abstract
1 Introduction
2 Method
2.1 AI
2.2 Development Trend of AI
2.3 Solidification of Metals
2.4 CPU-GPU
2.5 Relevant Algorithm Formula
3 Experiment
3.1 Selection of Experimental Research Objectives
3.2 Specific Implementation Steps of the Experiment
4 Discussion
4.1 Investigation of Computational Efficiency of Two Experimental Groups
4.2 Investigation of Calculation Accuracy of Two Experimental Groups
5 Conclusions
References
Cost-Benefit Analysis of VPP Considering Environmental Value Under EV Access
Abstract
1 Introduction
2 Environment and System Stability Value Analysis of EV Connected to VPPs
2.1 Analysis of Pollutant Emissions
2.2 Analysis of Environmental Loss Value
2.3 System Stability Analysis
3 Multi-objective Optimization Stochastic Dispatch Model of VPP Considering Environmental Value
3.1 Objective Function
3.2 Constraints
4 Example Analysis
4.1 Basic Data
4.2 Result Analysis
5 Conclusions
References
Prediction Model of Internationalized Talent Training Based on Fuzzy Neural Network Algorithm
Abstract
1 Introduction
2 Fuzzy Neural Network and Prediction Model of International Talent Cultivation
2.1 Fuzzy Neural Network
2.2 Prediction Model of International Talent Cultivation
3 Research on Prediction Model of International Talent Training Based on Fuzzy Neural Network Algorithm
3.1 Influence Mechanism of Fuzzy Neural Network Algorithm on Prediction Model of International Talent Cultivation
3.2 Data Calculation Formula
4 Data Analysis of the Prediction Model of International Talent Cultivation Based on Fuzzy Neural Network Algorithm
4.1 Advantages of Fuzzy Neural Network Algorithm on National Talent Training Prediction Model
4.2 Analysis of Calculation Results
5 Conclusions
Acknowledgements
References
Path to Improve the Intelligent Level of Rural Governance in the Era of Big Data
Abstract
1 Introduction
2 Method
2.1 Big Data and Informatization
2.2 Rural Governance
2.3 Governance Dilemma of Rural Community Public Affairs Under Big Data Environment
3 Experiences
3.1 Extraction of Experimental Objects
3.2 Experimental Analysis
4 Discussions
4.1 The Change of Rural Population is Obvious
4.2 Rural Construction Investment in China
5 Conclusions
References
Support Load of Tunnel Construction by Crossing Broken Fault and Water-Rich Geological Mine Method by Using MIDAS Software
Abstract
1 Project Overview and Difficulties
1.1 Project Overview Analysis
1.2 Impacts and Difficulties of Bad Geology on Projects
2 Comparative Selection of Tunnel Construction
2.1 Comparison of Construction Methods
2.2 Determination of Tunnel Mining Method Construction Method
3 Analysis of the Loads of the Supporting Structure in the Construction of the Mining Method
3.1 Load Analysis
3.2 Vertical Load and Horizontal Load
4 Mine Method Construction Support Structure Model Calculation
4.1 Basic Assumptions
4.2 Determination of Surrounding Rock Pressure of Deep-Buried Tunnels
4.3 Determination of Surrounding Rock Pressure for Shallow Tunnels (Design Code for Railway Tunnels, Appendix E)
4.4 Determination of Surrounding Rock Pressure of Ultra-Shallow Tunnel
4.5 If the Overlying Rock Mass is Relatively Loose or is a Soil Layer, the Vertical Pressure on the Top of the Tunnel is
5 Computational Verification Results Summary
5.1 Calculation Results for Single-Track Tunnels
5.2 Calculation Results for Two-Lane Tunnel
Acknowledgments
References
Model Method of Intelligent Decision Support System Based on Machine Learning
Abstract
1 Introduction
2 Research on the Model Method of Intelligent Decision Support System Based on Machine Learning
2.1 Research Methods
2.2 Basic Structure of Decision Support System
2.3 Problems of Intelligent Decision Support System
2.4 Intelligent Decision Support System Based on Machine Learning and Its Discussion
2.5 Optimization Algorithms for Machine Learning
3 Experimental Research on Model Method of Intelligent Decision Support System Based on Machine Learning
3.1 Research Purpose
3.2 Data Collection
4 Instance Verification
5 Conclusions
References
The Application of Data Visualization in Economic Law Under the Background of Big Data
Abstract
1 Introduction
2 Research on Data Visualization Application in Economic Law under the Background of Big Data
2.1 Basic Principles and Systems of Economic Law
2.2 Data Visualization
2.3 Application of Data Visualization in Economic Law
2.4 Interactive Adjoining Management Algorithm—Bezier Curves
3 Experimental Research on the Application of Data Visualization in Economic Law Under the Background of Big Data
3.1 Research Subjects
3.2 Research Methodology
4 Experimental Research and Analysis on the Application of Data Visualization in Economic Law Under the Background of Big Data
4.1 Visual Data Source Analysis
4.2 Presentation Analysis of Visualized Works
5 Conclusions
References
Design and Application of New Economic Power Index Based on New Energy and New Economy
Abstract
1 Introduction
2 New Economic Power Index Design
2.1 New Energy Power Development Index
2.2 Power New Economic Development Index
3 New Economy Power Index Application
3.1 Application and Analysis
3.2 Comparative Analysis with Other New Economic Indexes
Acknowledgments
References
Analysis on the Frame Model of Poor Student Identification and Funding Management Based on Financial Information Sharing System
Abstract
1 Introduction
2 Method of Analyzing Poor Student Identification and Funding Management Framework Model Based on Financial Information Sharing System
2.1 Related Technologies Used
2.2 Design of the Financial Sharing System
2.3 Database Design
3 The Construction of Poor Students’ Identification and Funding Management Framework Model
3.1 Build Factor Set
3.2 Construction of Index System for Poor Student Identification System
3.3 Modeling the Evaluation Hierarchy of Students with Family Financial Difficulties
4 Data Analysis
4.1 The Numerical Value of the Fractional Segment is Shown in Table 1 and Fig. 1
4.2 The First-Level Indicator Economic Resource Indicators Are Evaluated and Analyzed, and Each of the Sub-projects is Evaluated. The Results Are Shown in Table 2 and Fig. 2
5 Conclusions
References
A Method for Measuring and Calculating Low Temperature Air Humiture
Abstract
1 Introduction
2 The New Air Humidity Measurement Method
2.1 Measuring Principle
2.2 Measurement Procedure
2.3 Measurement Characteristics
2.4 Outstanding Results of the Measurement
3 The Implementation Case
4 Conclusion
Acknowledgements
References
The Hidden Troubles and Countermeasures of Perfect Education System for College Students Based on Big Data Analysis
Abstract
1 Introduction
2 Review of Perfectionism Theory
2.1 The Concept of Perfectionism
2.2 The Concept of Perfectionism Education
2.3 The Hidden Dangers of Perfect Education
2.4 Suggestions for Improvement of Perfect Education
3 Research Design
4 On the Hidden Danger of Perfectionism Education
4.1 Analysis of Hidden Dangers Brought by Perfectionism
4.2 Analysis of the Influence of Perfectionism Education Concept on Students’ Psychology
5 Conclusions
References
Analysis of Uniqlo Enterprise Profitability Under the Supply Chain Dual Distribution Channel Marketing Model Based on Big Data
Abstract
1 Introduction
2 Overview of Uniqlo’s Marketing Model
3 Empirical Design
3.1 Selection of Research Samples and Variables
3.2 Determination of Research Methods
3.3 Empirical Analysis
3.3.1 Reliability and Validity Test
3.3.2 Parameter Test
3.3.3 Non-parametric Test
4 Conclusions and Recommendations
References
Influence of Network Opinion Leaders on College Students’ Tourism Behavioral Intention in Weibo Marketing Based on Big Data Analysis
Abstract
1 Introduction
2 Theoretical Basis and Research Hypothesis
3 Questionnaire Design and Data Analysis
4 Hypothesis Discussion and Conclusions
References
Innovative Development Based on Educational Technology in the Era of Big Data
Abstract
1 Introduction
2 Overview of Big Data
2.1 The Concept of Big Data
2.2 Big Data Technology
2.3 The Impact of Big Data on Traditional Education
3 The Development Path of Educational Technology in the Context of Big Data
3.1 Transition from “Digitalization” to “Digitalization”
3.2 Modern Education is Developing Towards Science
3.3 The New Category of Educational Technology Development-Analysis
3.4 The New Mission of Educational Technology Development-Wisdom Education
4 Concluding Remarks
Acknowledgements
References
Urban Landscape Design Based on VR Immersive Interactive Experience App Platform Research and Practice
Abstract
1 Introduction
2 Method
2.1 VR
2.2 Immersive Interactive Experience
2.3 The Concept of Urban Landscape Design
2.4 Insufficiency of Traditional Urban Landscape Design
3 Experiment
3.1 Experimental Content
3.2 Experimental Process
4 Discussion
4.1 Market Demand for Urban Landscape Design App
4.2 Functional Requirements of Urban Landscape Design App
5 Conclusions
Acknowledgements
References
Based on Big Data the Influence of Chinese Words in Korean on Korean Chinese Teaching
Abstract
1 Introduction
1.1 Historical Origin of Chinese Characters in Korean
1.2 Chinese Characters Introduced by Buddhism
2 The Influence of Chinese Words in Korean on Chinese Vocabulary Teaching
2.1 Positive Migration
2.2 Negative Migration
3 Strategies for Teaching Han Chinese Vocabulary by Using Chinese Characters
3.1 Comparative Teaching
4 Conclusions
Acknowledgment
References
The Effect of New Type Smart Classroom Teaching Based on Structural Equation Model
Abstract
1 Introduction
2 Method
2.1 New Smart Classroom
2.2 The Changes Brought by the New Smart Classroom to the Traditional Classroom
2.3 Insufficiency of Smart Classroom
2.4 Structural Equation Model
2.5 The Structure of the Structural Equation Model
2.6 Structural Equation Model Construction Steps
3 Experiment
3.1 Experiment Content
3.2 Experimental Hypothesis
3.3 Experiment Procedure
4 Discussion
4.1 Output Path Normalization Coefficient After Model Fitting
4.2 Comprehensive Influence Coefficient of Each Module
5 Conclusions
Acknowledgements
References
Research into Network Consumers’ Luxury Value Perception in E-Shopping Environment: Scale Development and Validation
Abstract
1 Introduction
2 Literature Review
2.1 Online Luxury Consumers in China
2.2 Luxury Value Perception
3 Scale Development and Test
3.1 Study 1: Grounded Theory and Conceptualization
3.2 Study 2: Model Test
4 Discussions and Conclusion
Acknowledgements
References
On the Value Demand and Implementation Strategy of Innovative Education in Colleges and Universities in the Information Age
Abstract
1 Introduction
2 Value Demand of Innovative Education in Colleges and Universities
2.1 Innovative Education and the Improvement of Students Comprehensive Quality
2.2 Innovative Education and Cultivation of Students Learning Motivation
2.3 Creative Education and Students Critical Thinking
3 On the Implementation Strategy of Innovative Education in Universities
3.1 Combining Subjectivity with Individuality to Improve Students’ Quality in an All-Round Way
3.2 The Combination of Inquiry and Criticism Can Stimulate Students’ Learning Motivation
3.3 Combining Innovative Talents with Innovative Achievements to Cultivate Excellent Teachers
4 Conclusion
References
On Comprehensive English Classroom Model Based on PBL Theory
Abstract
1 Introduction
2 Conception of a Comprehensive English Classroom Teaching Model Based on PBL Theory
2.1 Language Input in a Comprehensive English Classroom
2.2 Language Output in a Ccomprehensive English Classroom
2.3 Research on “Learning-Oriented” Comprehensive Classroom Teaching Model: The Balance Between Language Input and Output
3 Exploration of Practical Approaches to Comprehensive English Classroom Teaching Model Based on PBLTheory
3.1 Design of Comprehensive English Classroom Teaching Model Based on PBL Theory
3.2 Implementation and Application of the “Learning-Oriented” Comprehensive English Classroom Teaching Model Based on PBL Theory
3.3 Feedback Evaluation of the “Learning-Oriented” Comprehensive English Classroom Teaching Model Based on PBL Theory
4 Conclusion
References
Analysis of the Dynamic Influence of the Train Operation Vibration on the Subway Tunnel Structure Based on the Artificial Intelligence Monitoring System
Abstract
1 Introductions
2 Research on the Dynamic Influence of the Monitoring System’s Train Running Vibration on the Subway Tunnel Structure
2.1 Research Method
2.2 The Dynamic Response of Subway Tunnel Structure to Vibration
2.3 Dynamic Influence of Vibration on Subway Tunnel Structure
2.4 Various Vibration Isolation Measures for Vibration Phenomena
2.5 Artificial Intelligence Monitoring System Algorithm
3 Experiments on the Dynamic Influence of the Train Operation Vibration on the Subway Tunnel Structure Based on the Artificial Intelligence Monitoring System
3.1 Experimental Platform Construction
3.2 Vibration Interference Impact Test
3.3 Experimental Design
4 Analysis of Experimental Results
5 Conclusions
References
Emotional Consumption of Micro-blog Fans Based on Big Data Analysis
Abstract
1 Traffic Behind the Ring of Data Labor
2 The Collective Emotional Consumption Behind the Data
References
Incomplete Big Data Filling Algorithm Based on Deep Learning
Abstract
1 Introduction
2 Research on Incomplete Big Data Filling Algorithm Based on Deep Learning
2.1 Feature Extraction Algorithm Based on Incomplete Data of Deep Belief Network
2.2 The Weighting Method of Correlation Matrix and Partial Distance
2.3 Research on Incomplete Big Data Weighted Sequence Filling Method Based on Deep Learning
3 Research on Incomplete Big Data Filling Algorithm Based on Deep Learning
3.1 Experimental Environment
3.2 Experimental Procedure
3.3 Data Sources
4 Incomplete Data Filling Algorithm Based on Deep Learning
4.1 Verification Analysis of Feature Extraction Quality
4.2 Verification Analysis of Filling Accuracy
5 Conclusions
Acknowledgments
References
Teaching Design Optimization and Application Research of College Students’ Education Evaluation Data Analysis Based on Big Data
Abstract
1 Introduction
2 Proposed Method
2.1 EDUal BD Research Methodology
2.2 EDUal Evaluation
2.3 BD
3 Experiments
3.1 Experimental Subjects
3.2 Experimental Methods
4 Discussion
4.1 Investigation and Analysis on the Application Effect of College EDU Evaluation Under BD
4.2 Learning Feedback from Data Analysis
4.3 Satisfaction Survey Analysis
5 Conclusions
References
Thought and Measures of Reforming About Database Courses in Universities
Abstract
1 System and Structure of Database Course
2 Reform of Teaching Contents of Database Course
3 Analysis of Problems Existing in Reforming of Database Course
3.1 Teaching Mode is Single and Teaching Ideas Lag Behind
3.2 Teaching Management is Lack and Updating of Teaching Materials Lags Behind
3.3 Theory Disconnects with Practice, Curriculum Assessment is Old
4 Implementation Methods of Teaching Reform of Database Course
4.1 Choose Quality Teaching Materials and Teaching Cases
4.2 Reasonable Arrangement of Leading Courses and Subsequent Courses
4.3 Reasonable Arrangement of Weight of Contents of Chapters
4.4 Let Students Know the Functions of the Course and the Practice
5 Application and Practice of Teaching Reform of the Database Course
5.1 Effect of Teaching Reform
5.2 Application of Teaching Practice
6 Conclusion
Acknowledgements
References
Market Data Analysis and Forecast Based on Big Data Technology
Abstract
1 Introduction
2 Research on Market Data Analysis and Forecast Based on Big Data Technology
2.1 Data Mining Technology
2.2 The Applicability of Data Mining Technology to the Research of Stock Market
2.3 Fuzzy Time Series Model Based on Density Peak Algorithm
2.4 Financial Warning for Listed Companies
3 Market Data Analysis and Forecast Research Experiment Based on Big Data Technology
3.1 Subjects
3.2 Experimental Method
3.3 Basic Methods of Preprocessing and Analysis of Functional Data
4 Market Data Analysis and Forecasting Research Experimental Analysis Based on Big Data Technology
4.1 Validation Analysis of Stock Forecasting Model
4.2 Experimental Analysis of Financial Early Warning of Listed Companies
5 Conclusions
References
Identification and Localization of Potato Bud Eye Based on Binocular Vision Technology
Abstract
1 Introduction
2 Research Methods
2.1 Subjects and Materials
2.2 Data Collection Method
2.3 Camera Calibration and Stereo Correction
2.4 Recognition of Potato Bud Eyes
2.4.1 Model Deployment
2.4.2 Influence of Light Intensity and Distance on Potato Bud Eye Recognition Rate
2.4.3 Acquisition of Pixel Coordinates of Potato Bud Eyes
2.5 Calculation of 3D Coordinates of Potato Bud Eyes by Binocular Ranging
2.6 Evaluation of Positioning Accuracy of Potato Bud Eye
3 Test Results and Analysis
4 Conclusions
References
Application of Artificial Intelligence Technology in Digital Image Processing
Abstract
1 Introduction
2 Research on the Application of Artificial Intelligence Technology in Digital Image Processing
2.1 The Nature of Artificial Intelligence
2.2 Image Quality Evaluation
2.3 Status Quo of Application of Intelligent Identification Technology
2.4 Population and Sample
3 Experimental Research on the Application of Artificial Intelligence Technology in Digital Image Processing
3.1 Experimental Subjects and Methods
3.2 Data Collection
4 Experimental Research and Analysis of the Application of Artificial Intelligence Technology in Digital Image Processing
4.1 Analysis of the Accuracy of Digital Image Type Conversion
4.2 Intelligent Recognition and Analysis of Digital Images
5 Conclusion
References
Safe Face Recognition Based on Partial Ranking
Abstract
1 Introduction
2 Related Work
3 Approach
3.1 Details of Method
3.2 Face Template Protection
3.3 Safety Analysis
4 Conclusions and Future Work
References
Design of Control System for Optical Cable Sheath Production Line Based on AI Algorithm
Abstract
1 Introduction
2 Research on AI Algorithm and Optical Cable Sheath Production Line Control System
2.1 The Composition of the Optical Cable Sheath Production Line
2.2 Design Content of Cable Sheath Wire Diameter Control System
2.3 Problems in the Cable Sheath Wire Diameter Control System
2.4 AI Algorithm
3 Design of Control System for Optical Cable Sheath Production Line Based on AI Algorithm
3.1 Analysis of the Functional Requirements of the Control System
3.2 The Overall Architecture Design of the Control System IPC+ PLC+ PROFINET
3.3 System Software Development Platform
4 Control System Hardware Design
5 Conclusions
References
Design and Implementation of the Financial Big Data Visualization Analysis Platform Under the Internet Background
Abstract
1 Introduction
2 Research on the Design and Implementation of Financial Big Data Visualization Platform Under the Internet Background
2.1 Visualization Platform Design Requirements
2.2 Visualization Tools
2.3 Implementation of the Visualization Platform
2.4 Implementation of the Main Functional Modules of the Platform
2.5 Visualization Algorithm
3 Experimental Research on the Design and Implementation of Financial Big Data Visualization Platform Under the Background of the Internet
3.1 Experimental Subjects and Methods
3.2 Data Collection
4 Experimental Research and Analysis on the Design and Implementation of the Financial Big Data Visualization Platform under the Internet Background
4.1 Comparison of Data Visualization Algorithms
4.2 Functional Requirements Analysis
5 Conclusions
References
Analysis of Transportation Risk of International Crude Oil Trade Based on RK Neural Network Technology
Abstract
1 Introduction
2 The Status Quo of Transportation Risk Analysis of International Crude Oil Trade Based on Big Data
2.1 The Status Quo of China’s Crude Oil Trade
2.2 The Supply and Demand Gap and Forecast of Crude Oil
2.3 Crude Oil Import Trade and Transportation
3 Design of Transportation Risk System of International Crude Oil Trade Based on Big Data
3.1 Construction of Risk Index System for Transportation System
3.2 Risk Assessment Model of International Crude Oil Trade Transportation System Based on RK Neural Network
3.3 Determination of the Number of Neurons in Each Layer
4 Analysis of Risk Results of China’s Crude Oil Import Trade and Transportation Based on Big Data
4.1 Relevance and Ranking of China’s Crude Oil Import Trade Routes
4.2 China’s Crude Oil Import Trade Has Been Affected by Pirate Attacks
5 Conclusions
References
Hybrid Storage System Planning for Power Quality Improvement in Power Distribution System with Solar Photovoltaic Sources
Abstract
1 Introduction
2 Hybrid Storage Systems and Configuration
3 Optimal Planning of Hybrid Storage in Distribution Systems
3.1 Objective Function
3.1.1 Node Voltage Deviation
3.1.2 Total Harmonic Distortion Rate of Current
3.1.3 Cost of Composite Energy Storage System
3.2 Constraints
3.2.1 Node Voltage
3.2.2 Power Balance
3.2.3 Composite Energy Storage Power Constraint
4 Experiments and Numerical Results
5 Conclusions
Acknowledgments
References
Monthly Power Consumption Forecast of the Whole Society Based on Mixed Data Sampling Model
Abstract
1 Introduction
2 Literature Review
3 Theoretical Model
3.1 MIDAS Model
3.2 ARMA Model
4 Results
5 Conclusion
Acknowledgments
References
Artificial Intelligence (AI) Innovation Enhance Children’s Reading Engagement and Attainment
Abstract
1 Introduction
1.1 Current Issues in Reading Amongst Young People
1.2 Smart Reading Platform
1.3 How Does AI-Powered Smart Reading Platform Assists Reading
2 Methodology
2.1 Research Questions
2.2 Method
2.3 Participant
3 Result
3.1 RQ1: Reading Engagement
3.2 RQ2: Interesting in Reading
4 Discussion
5 Limitation
6 Conclusion
Acknowledgments
References
Analysis and Research on the Techniques of Digital Painting Creation
Abstract
1 Drawing Method of Line Draft
2 Drawing Method of Ambient Occlusion
3 Summary
References
The Integration of Network Application Platform to Promote the Process of Regional Education Informatization in the Era of Big Data
Abstract
1 Introduction
2 The Renewal Service of Educational Resources Network
2.1 Resource Modeling of Educational Resource Network Update Service
2.2 Personalized Recommendation Method Based on Data Mining
2.2.1 Content Based Approach
2.3 Updating Service Technology of Education Resource Network
2.3.1 Construction of Educational Resource Database Updating Service Model
3 Integrate the Network Application Platform to Promote the Research of Regional Education Informatization
3.1 Research Objects
3.2 Research Methods
3.3 Basic Principles of Research
3.4 Design of Investigation Scheme
3.4.1 Determination of Research Objects
3.4.2 Selection of Research Methods
3.4.3 Development of Research Outline
4 Survey Results and Analysis
4.1 Feasibility Analysis of Research Object
4.2 The Development Process of Educational Informatization
4.3 Suggestions on Education Informatization
5 Conclusions
References
A Proposed Method for Improving Picking Efficiency in Multiple Distribution Zones
Abstract
1 Introduction
1.1 Background
1.2 Purpose of Research
2 Assumptions of the Proposed Method
3 Proposal of Picking List Output Method
3.1 Method Overview
3.2 Batch Order Creation Algorithm
3.3 Picking Simulation
4 Method Comparison Evaluation
5 Conclusion
References
Data and Analysis of Transportation Human Resources for in Guizhou Province Under the Background of Big Data
Abstract
1 Introduction
2 Current Status of Transportation Human Resources
2.1 Total Human Resources Continue to Run at a High Level, the Individual Transport Industry has a Downward Trend
2.2 The Industry Environment has Improved Significantly
2.3 Uneven Regional Development of Human Resources
2.4 The Overall Quality of Talent Continues to Improve
3 Existing Problems
3.1 Serious Lack of Human Resources
3.2 Internal Structure of Employees is Not Reasonable
3.3 The Internal System Mechanism of the Industry is Not Sound Enough
4 Conclusions and Policy Recommendations
References
Application of Partial Least Squares Method Based on Big Data Analysis Technology in Sensor Error Compensation
Abstract
1 Introduction
2 Linear Compensation Method for Sensor Data Error Based on Least Squares
3 Problems in Realistic Modeling and a Way to Improve
4 Least Squares Solve Sensor Data Error Compensation
4.1 The Basic Idea of Solving the Problem
4.2 Data Standardization
4.3 Partial Least Squares Solving Method
5 Experiment Analysis
6 Conclusion
References
A Study on the Exterior-Interior Relationship of Pansystems
Abstract
1 Introduction
2 “Coordinate System”-“Product Algebra” Model is Generalized Exterior-Interior Relationship
2.1 The Pansystems View of Coordinate Axes and the Algebraic System
2.2 The Pansystems View of Coordinate System and Product Algebra
2.3 The Exterior-Interior Relations Between “Coordinate System” and “Product Algebra” is Relative
2.4 The Changes of “Interior” Will Be Reflected in the “Exterior”
2.5 In Some Cases, the “Exterior” Can Affect the “Interior”
3 The Relationship in Computer Programming Between the Exterior and Interior
3.1 The Exterior and Interior Relations of Programming is Relative
3.2 The Changes in “Interior” Will Be Reflected on the “Exterior”
3.3 In Some Cases, the “Exterior” Can Affect the “Interior”
4 Conclusions
References
Exploration of the Innovative Path of National Cultural Symbol Communication in the Big Data Era
Abstract
1 Introduction
2 Research Methodology
2.1 Application of Data Mining Technology
2.2 New Ways to Spread National Culture
3 Experiment
3.1 Sample Data
3.2 Research Design
4 Discussion
4.1 Experimental Research Report Statistics
4.2 Survey of Students’ Acceptance of Ethnic Culture
5 Conclusions
Acknowledgements
References
Intelligent City Data Acquisition System Based on Artificial Neural Network BP Algorithm
Abstract
1 Introduction
2 Data Acquisition Based on BP Neural Network
2.1 BP Neural Network Model
2.2 Data Acquisition Platform
3 Testing of Spatial Data Acquisition System
3.1 Platform Use Environment
3.2 Platform Function Test
3.3 Platform Performance Testing
4 Platform Test Results
4.1 Function Testing
4.2 Performance Testing
5 Conclusions
References
Application of Meta-cognitive Strategy in Autonomous Learning Ability of Online College English
Abstract
1 Introduction
2 Meta-cognitive Strategy
3 Research Design
3.1 Research Object
3.2 Meta-cognitive Strategy Training Procedure
3.3 Research Tools
3.4 Data Analysis
4 Results and Analysis
4.1 Influence of Meta-cognitive Strategy Training on English Performance
4.2 Influence of Meta-cognitive Strategy Training on Autonomous Learning Ability
4.3 Feedback from Individual Interview
5 Conclusion
Acknowledgements
References
The Application of Virtual Reality Technology in Art Design
Abstract
1 Introduction
2 The Application of Virtual Reality Technology in Art Design
2.1 Virtual Reality Technology
2.2 Features of Virtual Reality Art Design
2.3 Analysis of Visual Elements of Virtual Reality Art Design
2.4 Problems in Virtual Reality Art Design and Solutions
2.5 Research on VR 3d Stereo Algorithm
3 Experimental Research on the Application of Virtual Reality Technology in Art Design
3.1 Subjects
3.2 Research Methods
4 Experimental Analysis of the Application of V R T in Art Design
4.1 Comparative Analysis of Art Design
4.2 Performance Analysis of Virtual Reality Technology in Art Design
5 Conclusion
References
Combination of the Cultivation of Translation Competence and Information Technology
Abstract
1 Introduction
1.1 Translation Teaching Assisted by Computer Information Technology
1.2 PACTE Translation Competence Model
1.3 About Translation Workshop
2 Information Technology Assisted Translation Workshop
2.1 Early-Period
2.2 Mid-period
2.3 Late-Period
3 An Illustration of Corpus-Based Translation Practice
4 Conclusions
Acknowledgements
References
Computer Search for Non-isomorphic Extremal Trees of Harmonic Index with Given Degree Sequence
Abstract
1 Introduction
2 Structural Characteristics Analysis of Extremal Trees
3 Isomorphism of Trees with the Same Degree Sequence
4 Search for All Non-isomorphic Extremal Trees
5 Example Demonstration of Searching
Acknowledgements
References
Network Security Issues in Universities and Exploration of Defense System
Abstract
1 Introduction
2 Research on Network Security Issues and Defense System in Colleges and Universities
2.1 Definition of Cyber Security
2.2 Network Security Technology in Colleges and Universities
2.3 College Campus Network Security Faces Problems
2.4 Campus Network Security Defense System
3 Research on Network Security Issues in Colleges and Universities and Experimental Research on Defense Systems
3.1 Intrusion Detection Technology Test
3.2 Analysis of the Effect of Defense System Deployment
4 Research on Network Security Issues in Colleges and Universities and Experimental Research and Analysis of Defense System
4.1 Intrusion Detection Technology Test-Virus Detection
4.2 Analysis of the Deployment Effect of the Defense System-Traffic Test
5 Conclusions
Acknowledgements
References
A Model of the Impacts of Online Product Review Features on Trust in Ecommerce
Abstract
1 Introduction
2 Theoretical Development
3 Research Method
4 Analysis and Results
5 Conclusions
Acknowledgements
References
Redundant Data Transmission Technology Supporting Highly Reliable 5G Communication
Abstract
1 Introduction
2 Description of Redundant Data Transmission Scheme
3 Impact of Redundant Data Transmission Scheme
4 Conclusions
Acknowledgements
References
Research and Innovation of Interior Design Teaching Method Based on Artificial Intelligence Technology “Promoting Teaching with Competition”
Abstract
1 Introduction
2 Method of Interior Design Teaching Based on Artificial Intelligence Technology “Promoting Teaching with Competition”
2.1 Value of Artificial Intelligence Technology in Interior Design Education
2.2 Vocational Schools Promote the Training of Professional Talents Through Competition
2.3 Regularized Kernel Regression Learning Algorithm Based on Sampling Survey
3 Experimental Research on Interior Design Teaching Based on Artificial Intelligence Technology “Promoting Teaching with Competition”
3.1 Main Purpose of the Assessment
3.2 Main Content of the Evaluation
3.3 Results of the Evaluation and Questionnaire Survey
4 Experimental Research and Analysis of Interior Design Teaching Based on Artificial Intelligence Technology “Promoting Teaching with Competition“
4.1 Class Evaluation Analysis
4.2 Evaluation and Analysis of Teaching Effect
5 Conclusions
Acknowledgements
References
Human Object Recognition Technology Based on Internet of Things in Pedestrian Wandering Detection of Traffic Hub
Abstract
1 Introduction
2 Target Recognition Algorithm and Pedestrian Target Statistics
2.1 Pedestrian Target Recognition and Detection Algorithm
2.2 Statistical Modeling Algorithm of Pedestrian Target
3 Experimental Design of Pedestrian Wandering Detection
3.1 Research Methods
3.2 Experimental Design
3.3 Results and Analysis
4 Conclusions
Acknowledgements
References
Fault Classification of Outage Transmission Lines Based on RBF-SVM and BP Neural Networks
Abstract
1 Introduction
2 Intelligent Identification Method of Grounding State
2.1 Support Vector Machine
2.2 BP Neural Networks
3 Simulation and Analysis
3.1 Data Generation
3.2 Feature Extraction
3.3 Standardization
3.4 Model Training
3.5 Evaluation of Fault Identification Methods
4 Conclusion
Acknowledgments
References
Application of Image Defogging Algorithm Based on Deep Learning
Abstract
1 Introduction
2 Image Dehazing Based on Dark Channel Prior
3 The Algorithm of This Article
3.1 Image Classification
3.2 Convolutional Neural Network Seeking Depth Map
3.3 Optimize the Depth Map and Estimate A
3.4 Dehazing Reduction Based on Atmospheric Scattering Model
4 Simulation
4.1 Dehazing Effect of RTTS Dataset
4.2 Comparison of the Algorithm in This Article with Other Algorithms
5 Conclusions
References
Customer-Side Energy Management Controller Design Based on Edge Computing and Docker Technology
Abstract
1 Introduction
2 Edge Computing and Docker Technology with Internal System Isolation
2.1 Edge Computing
2.2 Docker Technology
3 Customer-Side Energy Management Controller
3.1 Structural Design of the Management Controller
3.2 Software Functionality of the Controller Design
4 Conclusions and Remarks
Acknowledgments
References
The Application of Statistical Analysis Method in the Comprehensive Evaluation of Enterprise Employees’ Promotion
Abstract
1 Introduction
2 The Application of Statistical Analysis Method in the Comprehensive Evaluation of Enterprise Employees’ Promotion
2.1 The Status Quo of Statistical Analysis
2.2 The Selection Basis of Statistical Analysis Method
2.3 The Significance and Purpose of the Research
3 The Method Process of the Application Research of Statistical Analysis Method in the Comprehensive Evaluation of Enterprise Employee Promotion
3.1 The Role of Employee Promotion
3.2 Principles of Employee Promotion
3.3 Application of Statistical Analysis Method to Comprehensive Evaluation of Enterprise Employees’ Promotion
4 Analysis of the Results of the Evaluation Example of the Application Research of the Statistical Analysis Method in the Comprehensive Evaluation of Enterprise Employee Promotion
4.1 Analysis of Whether an Employee of the Surveyed Company Meets the Promotion Principles
4.2 An Analysis of the Comprehensive Evaluation Scores of an Employee’s Promotion in the Surveyed Company
5 Conclusions
References
Mechanism Modeling of SCR Flue Gas Denitration Reaction System
Abstract
1 Introduction
2 SCR Flue Gas Denitration Reaction System
2.1 Mechanism of Flue Gas Denitration Reaction
2.2 Control Tasks of SCR Denitration System
3 Mechanism Modeling of SCR Denitration System
3.1 The Mass Balance Equations of Ammonia \left( {{{NH}}{{{3}}} } \right) on Catalyst Surface
3.2 The Mass Balance Equations of Nitric Oxide ({{NO}}) in SCR Denitration Reactor
3.3 The Mass Balance Equations of Ammonia ({{NH}}_{3}) in SCR Denitration Reactor
3.4 The Equations of Ammonia Injection Control Valves and Pipelines
3.5 Combining and Analyzing
4 Conclusions
Acknowledgements
References
The Legal Concept of E-Commerce—Protection of the Rights of Participants in Relations
Abstract
1 Introduction
2 Materials and Methods
3 Conclusions
References
The New Trend of Media Development in the Context of the Chinese Dream-Media Convergence
Abstract
1 Introduction
2 Materials and Methods
3 Conclusions
References
Time Interval on Language Comprehension—Simulation Experiment Using Celeron 333 Microcomputer
Abstract
1 Introduction
1.1 Basic Understanding of Time Concept
1.2 Differences in Time Structure Between Colonies
2 Experiments on the Influence of Time Sequence Relationship on Language and Text Comprehension Through Celeron 333 Microcomputer
2.1 Use Celeron 333 Microcomputer to Simulate the Influence of Different Time Intervals on Language Text—Take Chinese Text with Time Conjunctions as an Example
3 Conclusions
Acknowledgements
References
Multi-level Wavelet Packet Prediction for Image Super-Resolution
Abstract
1 Introduction
2 Method
2.1 2D Wavelet Packet Transformation (2dWPT)
2.2 Training Procedure
2.3 Network Structure
2.4 Generating Final Result Image
3 Experimental Evaluation
3.1 Experimental Setting
3.2 Quantitative Evaluation
4 Conclusions
References
An Improved DBN Method for Text Classification
Abstract
1 Introduction
2 Classification Model of LM-DBN
2.1 Pre-training Process of LM-DBN
2.2 Tuning Process of LM-DBN
2.2.1 Adaptive Learning Rate Adjustment Method
2.2.2 The Adjustment Method of the Additional Momentum Term to the Gradient
2.2.3 Weight Update
3 Experiment
3.1 Data Preprocessing
3.2 Experimental Results and Analysis
Acknowledgements
References
Fuzzy Adaptive PID Control of Waste Heat Power Generation
Abstract
1 Introduction
2 System Structure
3 Fuzzy Adaptive PID Control
3.1 Fuzzy Adaptive PID Controller for Superheated Vapor Temperature
3.2 Fuzzy Adaptive PID Controller with Variable Scale Factor for Superheated Vapor Temperature
3.3 Simulation Result
4 Conclusions
Acknowledgements
References
Comparative Analysis of Structured Pruning and Unstructured Pruning
Abstract
1 Introduction
2 Comparative Analysis of Pruning
2.1 Structured Pruning
2.2 Unstructured Pruning
3 Experiments
3.1 Datasets
3.2 Evaluation Metrics
4 Conclusion
References
Countermeasures of Management Information Innovation and Development Under the Background of Big Data
Abstract
1 Introduction
2 Countermeasures of Management Informatization Innovation and Development Under the Background of BD
2.1 Problems and Causes of BD Management Informationization
2.2 Countermeasures of Management Informatization Innovation and Development Under the Background of BD
2.3 BD Connection Algorithm
3 Experimental Research on the Development of Management Information Innovation Under the Background of BD
3.1 Research Methods
3.2 Investigation and Research Implementation
4 Data Analysis of Management Information Innovation and Development in the Context of BD
4.1 Commonly Used Information Management Systems in Colleges and Universities
4.2 Information Organization Management
5 Conclusion
References
3D Model Retrieval Method Based on the Study of Shape Retrieval Method
Abstract
1 Introduction
2 Background
3 Methodology
3.1 Projection
3.2 Denoising Extracted Contour Edge
3.3 Match
4 Experiments
5 Conclusion
References
Design of Civil Aviation Cargo Transportation Information Exchange Platform Based on 5G and Edge Computing
Abstract
1 Introduction
2 Current Situation of Cargo Transportation
2.1 China’s Freight Transport and the Main Mode of Transport
2.2 Comparison of Highway Freight Transportation Volume and Other Transportation
2.3 Highway Freight Transportation Volume in Recent Five years in China
2.4 Recommendation Forecast and Evaluation
3 Background and Significance of Freight Information Exchange Platform
3.1 Background of Freight Information Exchange Platform
3.2 Freight Information Exchange Platform can Improve the Deficiencies of Cargo Transportation Supervision
3.3 Freight Information Exchange Platform can Improve the Income of Drivers
3.4 Freight Information Exchange Platform can Reduce the Transportation Cost of Enterprises
4 Conclusion
References
E-commerce Big Data Classification and Mining Algorithm Based on Artificial Intelligence
Abstract
1 Introduction
2 Overview of Network Language
3 Artificial Intelligence Algorithm
3.1 Introduction of Artificial Intelligence Algorithm
4 The Influence of Network Language on the Development of Chinese Language and Literature
4.1 Positive Impact
4.2 Negative Influence
5 The Optimization of Chinese Language Development Under the Network Language Environment
5.1 Learn from Others’ Strong Points and Close the Gap
5.2 Network Language
6 Characteristics of Network Language
6.1 Dependence
6.2 Creativity
7 Concluding Remarks
References
Traffic Signal Timing Optimization Based on Genetic Algorithm
Abstract
1 Introduction
2 Optimization Analysis of Traffic Signal Timing
2.1 Traffic Signal Phase
2.2 Time Parameter
3 Timing Method of 5G Intelligent Traffic Lights
4 Regional Coordinated Control of Intelligent Traffic Lights Based on 5G
5 Conclusion
References
E-commerce Customer Segmentation Based on RFM Model
Abstract
1 Introduction
2 Technical Route and Model Background
2.1 Research Ideas and Methods
2.2 Background of RFM Model
2.3 Background of Improved RFP Model
3 RFM Model
4 Weight Analysis
4.1 K-means Clustering
4.2 Summary of This Chapter
5 Empirical Analysis
5.1 Data Integration
5.2 Calculation of Integral (J)
6 Conclusion
References
Cultural and Creative Design Method and Its Application Based on 3D Technology and Virtual Simulation Technology
Abstract
1 Introduction
2 The Development of the Market of Cultural and Creative Product Design
3 3D Technology and Virtual Simulation Technology
3.1 3D Technology
3.2 Virtual Simulation Technology
4 Application of 3D Technology and Virtual Simulation Technology in Cultural and Creative Product Design
4.1 Fashionable and Creative Appearance
4.2 Product Design Focuses on Lightweight Structural Design
4.3 Provide Personalized Design Services
5 Conclusion
Acknowledgements
References
Green Building Aided Optimization System Based on BIM+GIS and Case-Based Reasoning
Abstract
1 Introduction
2 Creation and Application of BIM+GIS Model
2.1 Research on Data Fusion of BIM+GIS Site Model
2.2 Data Fusion Method of Bim and GIS Platform Model
3 Research on Achievement Management of Construction System
3.1 The Format and Management of the Results Submission in the Stage of Investment Planning
3.2 Submission Format and Management of Project Scrapping Results
4 Application Analysis of Coal Mine Safety Based on BIM+GIS
4.1 Analysis on Application Points of BIM+GIS in Coal Mine Safety
4.2 Analysis of Application Points Based on Accident Occurrence Theory
5 Conclusion
References
English Automatic Translation Platform Based on BP Neural Network for Phrase Translation Combination
Abstract
1 Introduction
2 Intelligent Automatic Translation
2.1 Features of Automatic Translation System
2.2 The Current Development of Machine Translation
3 Construction of Intelligent English Automatic Translation Platform Based on Phrase Translation Combination
3.1 System Design Route
3.2 Overall Frame Design
3.3 Design of Machine Dictionary
3.4 Grammar Rule Design
4 System Test
5 Conclusion
References
Personalized Melody Recommendation Algorithm Based on Deep Learning
Abstract
1 Introduction
2 Recommendation System
2.1 Basic Concept of Recommended System
2.2 Traditional Recommendation Algorithm
3 Recommendation System and Core Algorithm Based on Deep Learning
3.1 Deep Learning
3.2 Recommendation System and Core Algorithm
4 Personalized Music Recommendation Algorithm
5 Conclusion
Acknowledgements
References
Design of Deep Learning Algorithm Composition System Based on Score Recognition
Abstract
1 Introduction
2 Deep Learning
2.1 Overview of the Principle of Deep Learning
2.2 Model and Training of Deep Learning
3 The Types of Existing Algorithmic Composition
3.1 Composition with Randomly Generated Parameters
3.2 Algorithm Composition Based on Traditional Model
4 Design of Score Recognition Composing System Based on Deep Learning Algorithm
4.1 Overall Function Analysis of the System
4.2 Recognition of Music Score
5 Conclusion
Acknowledgements
References
Seismic Deformation Monitoring Based on GPS and InSAR
Abstract
1 Introduction
2 Technical Characteristics and Complementarity of GPS and InSAR
2.1 Technical Characteristics of GPS
2.2 Technical Characteristics of InSAR
3 Complementarity of GPS and InSAR Technology
4 Data fusion Scheme of GPS and HSAR Integration Technology
4.1 Geometric Correction of Interferometric Data Based on GPS Measurement
4.2 InSAR Based on Permanent Scatterers and Corner Reflectors
5 Conclusion
Acknowledgements
References
Seismic Deformation Field Extraction and Fault Slip Rate Inversion Based on D-InSAR Technology
Abstract
1 Introduction
2 Basic Theory and Data Products of D-InSAR
2.1 InSAR Data Theory
2.2 Basic Principle of InSAR
3 Theory of Okada Elastic Half Space Dislocation Model
3.1 Okada Elastic Half Space Model
3.2 Extraction of Coseismic Deformation Field
4 Simulation of Seismic Deformation Field and Inversion of 3-D Slip Rate of Fault
4.1 Forward Modeling of Seismic Deformation Field
4.2 Downsampling of Coseismic Displacement Field Data
5 Conclusion
Acknowledgements
References
Analysis and Prediction of Higher Vocational Students’ Employment Based on Decision Tree Classification Algorithm
Abstract
1 Introduction
2 Basic Knowledge of Data Classification Mining
2.1 Classification Based on Neural Network
2.2 Decision Tree Classification Algorithm
3 Establishment of Higher Vocational Students’ Employment Prediction Model Based on Decision Tree Classification Algorithm
3.1 An Overview of Student Employment Prediction Model
3.2 Data Preprocessing
4 Experimental Analysis
4.1 Purpose of the Experiment
4.2 Experimental Steps
5 Summary
References
Computer Genetic Algorithm in Oil and Water Layer Identification
Abstract
1 Analysis of the Influence of Lithology on Interpretation of Oil-Water Property of Reservoir
1.1 Petrophilic and Hydrophilic Properties of Bedrock
1.2 Effect of Occurrence and Content of Argillaceous Cements on Reservoir Electrical Properties
2 Genetic Algorithm
2.1 Introduction of Genetic Algorithm
2.2 Main Calculation Methods of Genetic Algorithm
3 Influence of Reservoir Fluid Properties on Interpretation of Reservoir Oil-Water Properties
4 Influence of Drilling Mud Invasion on Judgment of Oil-Water Properties of Reservoir
4.1 Effect of Mud Salinity on Reservoir Electrical Properties
4.2 Influence of Mud Loss on Reservoir Electrical Properties
5 Application Example of Oil and Water Layer Identification
References
Computer Simulation System in ASP Flooding Design
Abstract
1 Research and Development of Mechanical Automatic Descaling Heating Device to Solve the Problem of Medium Scaling and Furnace Efficiency Reduction
2 Introduction of Computer Simulation System
3 Application and Practice of Computer Simulation Technology
4 Develop Water Quality Stabilizer and Sulfide Removal Agent to Improve Crude Oil Dehydration and Sewage Treatment Level
5 Using Renewable Packing Three-Phase Separator to Improve Oil and Gas Treatment Capacity
5.1 The Advantages of Using this Method
5.2 Combined Electrode and Frequency Conversion Pulse Electric Dehydrator are Used to Improve Crude Oil Dehydration Efficiency
6 Concluding Remarks
Acknowledgements
References
Network Node Coverage Optimization Based on Improved Ant Colony Algorithm
Abstract
1 Introduction
2 Node Coverage in Wireless Sensor Networks
2.1 The Principle of Network Node Overlay
2.2 Mathematical Model of Coverage Optimization
3 Research on Improved Ant Colony Optimization Algorithm
3.1 Information Source Selection and Distance Determination
3.2 The Diffusion of Pheromone
4 Ant Marching Selection Strategy
5 Analysis of Simulation Results
6 Conclusion
References
Design of Non Significant Region Adaptive Enhancement System for 3D Image of Martial Arts Movement
Abstract
1 Introduction
2 Main Requirements of System Design
3 Three Dimensional Image Processing of Wushu Movement
3.1 Denoising Processing
3.2 Three Dimensional Image Sharpening of Martial Arts Movement
4 3D Digital Image Correlation Method
4.1 Binocular Vision Imaging Model and Camera Calibration
4.2 Stereo Matching
5 Analysis of Experimental Results
6 Conclusion
References
Design and Implementation of Intelligent Building Programmable Control System Based on Linux Platform
Abstract
1 Introduction
2 Key Technology
2.1 Linux
2.2 Web Programming
3 Requirement Analysis
3.1 Functional Requirements Analysis
3.2 Feasibility Analysis
3.3 Non Functional Requirement Analysis
4 Programming
5 Summary and Prospect
5.1 Summary
5.2 Expectation
References
Alternative Routing Configuration of Key Services in Power Communication Network Based on Genetic Algorithm
Abstract
1 Introduction
2 Key Service Routing Configuration Modeling
2.1 Network Topology Model
2.2 Definition of Channel PressureA
3 Simulation Experiment
4 Concluding Remarks
References
Modeling and Control Algorithm of Automobile Electronic Hydraulic Braking System
Abstract
1 Introduction
2 Establishment of EHB Hydraulic System Model
2.1 Structure and Working Principle of Automobile EHB System
2.2 Mathematical Model of Hydraulic Components in EHB System
3 Research on Simulation Experiment of Vehicle Stability Control
3.1 Co Simulation Environment of CarSim and Simulink
3.2 Building Diagram of Simulation Model
4 Concluding Remarks
5 Prospect and Prospect
References
Partner Selection of Collaborative Product Design Chain Based on Ant Algorithm
Abstract
1 Introduction
2 An Overview of Partner Selection in Collaborative Product Design Chain
2.1 Evaluation Index of Collaborative Product Design Chain Partners
2.2 Partner Selection Method of Collaborative Product Design Chain
3 Partner Selection of Design Chain Based on Combination of Genetic Algorithm and Ant Algorithm
3.1 Problem Description
3.2 Partner Selection of Design Chain Based on Combination of Genetic Algorithm and Ant Algorithm
4 Application Examples
5 Concluding Remarks
Acknowledgements
References
Design and Implementation of Virtual Experiment Environment for Communication System Based on Internet
Abstract
1 Introduction
2 System Architecture of Virtual Experiment Environment
2.1 Client Software Design
2.2 Design of Server Software
3 Running Mode of Virtual Experiment Environment Components
3.1 Client
3.2 Server Side
4 Key Technology
4.1 Using XML to Save Configuration Information
4.2 Calling Matlab Calculation Engine with C++
4.3 Using CORBA Technology to Realize Distributed Processing System
5 Conclusion
Acknowledgements
References
Application of 3D Geological Modeling in Geological Exploration
Abstract
1 Theoretical Basis of 3D Geological Modeling Technology
2 Research Results of 3D Geological Modeling
2.1 Domestic Research Status
2.2 Key Technologies of the Algorithm
3 Problems Found Temporarily
3.1 Hardware Issues
3.2 Disadvantages of 3D Geological Simulation
4 Application of 3D Geological Modeling Technology
4.1 3D Spatial Data Model
4.2 Technology and Method of 3D Geological Simulation
5 Conclusion
References
Computer Management of University Library Based on Deep Learning
Abstract
1 Introduction
2 Problems Existing in the Implementation of Computer Management in Libraries
2.1 There are Some Problems in Library Computer Technology
2.2 There are Some Problems in the Circulation of Library Computer Management
2.3 System Design
2.4 Overall Design
2.5 Database Design of Management Information System
2.6 Overdue Fines
3 Conclusion
References
Parallel Route Design and Performance Analysis Based on Beidou Satellite Based Augmentation System
Abstract
1 Introduction
2 Interpretation of RINEX Format Files and Calculation of Satellite Coordinates
2.1 RINEX Format
2.2 Calculation of Satellite Space Position
3 Principle and Error Analysis of Beidou Satellite Based Augmentation System
3.1 Basic Principle of BDS
3.2 Characteristics of Beidou Satellite Based Augmentation System
4 Conclusion
References
Analysis and Comparison of Automatic Image Focusing Algorithms in Digital Image Processing
Abstract
1 Introduction
2 Principle of Automatic Image Focusing for Digital Image Processing
3 Evaluation Function of Automatic Image Focusing for Digital Image Processing
4 Area Selection and Focus Search Algorithm for Digital Image Processing Window
5 Conclusion
References
Library Automatic Borrowing System Based on STM32 and Java
Abstract
1 Introduction
2 Distribution of Information Resources
3 Key Problems to be Solved in the Application of Artificial Intelligence Technology in Personalized Information Service of Digital Library
3.1 Intelligent Acquisition of Personalized Information
3.2 Intelligent Screening of Personalized Information
4 Integration of Information Resources
5 Conclusion
References
Performance Analysis of Beidou Precision Landing Technology for Runway Airport
Abstract
1 Introduction
2 Sorting Out the Deformation Monitoring Data of Comparison Bucket
2.1 Using Beidou Data to Interpolate InSAR Data in Time Domain
3 Precision Navigation of RNP for Arrival and Departure
4 Finite Element Back Analysis Deformation Prediction Method of UH Model Considering Time Effect
5 Conclusion
References
Stability Analysis of Electronic Circuit Based on Complex Neural Network Theory
Abstract
1 Introduction
2 Neural Network
2.1 Adjust Step Size
2.2 Introducing Steepness Factor
3 Fault Diagnosis Method Based on Quantum Neural Network
3.1 The Basic Theory of Quantum Computing
3.2 Quantum Neural Network
4 Conclusion
References
Internal Crack Detection Algorithm of High Speed Multi Layer Asphalt Pavement Engineering
Abstract
1 Introduction
2 Asphalt Pavement Damage Detection Method and Evaluation Index
2.1 Pavement Damage Classification
2.2 Pavement Damage Measurement Method and Calculation
3 Image Enhancement Algorithm of Road Image
3.1 Improved Median Filtering Algorithm
3.2 Edge Detection of Gray Image
3.3 Summary of this Chapter
4 Conclusion
References
The Application of Computer Technology in Zen Brand Packaging Design
Abstract
1 Introduction
2 The Superiority of Computer Technology in Packaging Decoration Design
2.1 Quick and Changeable Advantages
2.2 Improvement of Accuracy
3 Application of Computer Technology in Packaging Decoration Design
3.1 The Application in Color Selection
3.2 The Application of Color in Pattern Design
3.3 The Application of Computer in Character Design
4 The Future of Computer Technology in Packaging Decoration Design
5 Conclusion
Acknowledgement
References
Software Reliability Model Considering Different Software Failure Process Deviations
Abstract
1 Introduction
2 Research on Software Reliability
3 Reliability Model Considering System Call
3.1 Failure Mode and Error Propagation Modeling
4 Conclusion
Acknowledgements
References
Cyclic Study of Graph Search Algorithm in Lower Bound of Ramsey Number
Abstract
1 Introduction
2 Regular Cyclic Graphs
3 A Brief Introduction to the Research at Home and Abroad
3.1 Explanation of the Definition
3.2 A Survey of AGVs Deadlock
4 Discussion on Improved Algorithm of Cyclic Deadlock Search
4.1 Algorithm for Judging Whether There is a Cyclic Deadlock
4.2 Algorithm for Searching All Cyclic Deadlocks in T-R Graph
4.3 Case Analysis
5 Conclusion
References
Design and Implementation of Management Information System Based on Network Environment
Abstract
1 Introduction
2 System Architecture
3 System Analysis and Design
3.1 Analysis of System Function Structure
3.2 System Business Process Analysis
4 Requirement Analysis of Management Information System
4.1 Summary of Demand Analysis
4.2 Business Process Analysis
5 Conclusion
Acknowledgements
References
Design and Implementation of Intrusion Detection System Based on Data Mining Technology
Abstract
1 Introduction
2 Research on Data Mining Technology
2.1 Overview of Data Mining
2.2 Classification Analysis
3 Intrusion Detection System Framework Based on Data Mining
3.1 Research on the Architecture of Intrusion Detection System
3.2 Hybrid Hierarchical Architecture
3.3 Detection System Client
4 Conclusion
Acknowledgement
References
Computer Software Java Programming Optimization Design
Abstract
1 Introduction
2 Introduction of Java Programming
2.1 Overview of Java Programming Language
2.2 Overview of AVA Programming of 1 Computer Software
3 Characteristics of Java Programming Language
3.1 Simplicity
3.2 Platform Independence
4 The Specific Advantages of Java Programming in Computer Software
4.1 Simplicity and Independence
4.2 Safe, Reliable and Flexible
5 Analysis of the Key Technologies Involved in Java Programming of Computer Software
5.1 Java. D. C Technology
5.2 Java Annotation and Java Remote Invocation Technology
6 Concluding Remarks
References
Application of Improved Quantum Evolutionary Algorithm in Computer Network Routing
Abstract
1 Introduction
2 Computer Network Router
2.1 Overview of Computer Network Router
2.2 Two Word Evolutionary Algorithm
3 Improved Quantum Evolutionary Algorithm in Internet Computer Routing
3.1 Traditional Rotation Angle
3.1.1 Traditional Rotation Angle
3.1.2 Use Function to Adjust
3.2 Major Improvements
4 Improvement of Quantum Evolutionary Algorithm
4.1 Ways to Improve
4.2 Improvement Effect
5 Design Results and Analysis of Wide Angle EUV Multilayer Based on QEA
5.1 Comparative Analysis of Design Results of Wide Angle EUV Multilayers Based on QEA and QEA
5.2 Wide angle QEA Based on Different Population Sizes
6 Conclusion
References
Analysis and Research on the Construction of Book Retrieval Platform Based on Disconnected Apriori Algorithm
Abstract
1 Introduction
2 Apriori Algorithm
3 System Outline Design and Detailed Design
3.1 Database Conceptual Design
3.2 Interface Design
3.3 Database Security
4 Book Retrieval Module
5 Function Test of the System
6 Conclusion
Acknowledgements
References
Application of Deep Learning in Supply Chain Management of Transportation Enterprises
Abstract
1 Introduction
2 Agile Supply Chain Management
2.1 Overview of Supply Chain Management
2.2 The Development trend of Supply Chain Management
3 Agile Supply Chain Management Mode of Transportation Enterprises
3.1 Overall Framework of Agile Supply Chain in Transportation Enterprises
3.2 Fusion Decision Method of Transportation Decision Center
3.3 Strategic Dynamic Alliance of Transportation Enterprises
4 Conclusion
References
Machine Learning Algorithm Based on Relevance Vector Machine
Abstract
1 Introduction
2 Relevance Vector Machine Model
3 Research and Application of Relevance Vector Machine in Classification and Prediction
3.1 Research and Application of Classification Model Based on Correlation Vector Machine
3.2 Pattern Recognition
4 Prediction in Network Security
5 Conclusion
References
Research on Power Big Data Analysis Technology and Application Based on Cloud Computing
Abstract
1 Introduction
1.1 Current Situation of Electric Power Development
1.2 Research and Development Strategy
2 Research on Energy Substitution Technology and Its Potential Evaluation
2.1 Research Objective
2.2 Model Building
3 Customer Power Optimization Service
3.1 Research Objective
3.2 Horizontal Construction
3.3 Operation and Maintenance Optimization of Special Line Customers
4 The Necessity of Big Data for Power Equipment Condition Monitoring
4.1 Key Technologies of Big Data
4.2 Big Data Thinking Method
5 Distributed
5.1 Parallelization
5.2 Power Equipment Status
6 Concluding Remarks
References
Application of Cloud Computing and Internet of Things Technology in Power System
Abstract
1 Internet of Things and Smart Grid
1.1 The Foundation of Internet of Things
1.2 Key Technologies of Internet of Things
2 Smart Grid Technology
2.1 Definition of Smart Grid
2.2 The Role of Internet of Things and Smart Grid
3 Development and Research Status of Condition Monitoring Technology for Power Transmission and Transformation Equipment
3.1 Research Status
3.2 Smart Grid Requirements
4 Condition Monitoring Based on Internet of Things
4.1 Condition Monitoring of Power Equipment
4.2 Condition Monitoring of Primary Equipment
5 Research on Cable Condition Assessment Method
5.1 Scoring Principle of Preventive Test Information
5.2 Scoring Principle of Family Defects
6 Summarize the Work Done in this Paper
References
Design of Risk Prevention and Early Warning System for EPC Mode of University Infrastructure Project
Abstract
1 Introduction
2 Related Theories of Risk Assessment
3 Construction of University Infrastructure Project Risk Evaluation Model Under EPC Mode
3.1 Model Building
3.2 Model Building
4 Simulation Analysis
5 Conclusion
Acknowledgements
References
Judgment of Computer Software Infringement and Possible Civil Liability
Abstract
1 Introduction
2 Judgment Conditions of Computer Software Infringement
2.1 Judgment Conditions of Infringing Software Copyright
2.2 Judgment Conditions of Infringement of User Privacy
3 The Possible Civil Liability in the Infringement of Computer Software
3.1 Civil Liability for Infringing Software Copyright
3.2 Civil Liability for Infringing User’s Privacy
3.3 Precautions
4 Conclusion
References
Parameter Algorithm of Sociological Intractable Problem Based on D-Approval Rule
Abstract
1 Introduction
2 An Overview of Sociology
2.1 Kemeny Voting System
2.2 Control, Manipulation and Bribery
3 Parameter Complexity of CC-DV-D-Approval Problem and Its Dual Problem
3.1 The Definition and Research Status of the Problem
3.2 Research on Parameter Complexity
4 Conclusion
References
Visual Representation of Scene Pattern Based on Computer Aided Design
Abstract
1 Introduction
2 Art Aided Design Method Based on Scene Visual Understanding Algorithm
2.1 Rough Segmentation to Obtain Candidate Region of Scene Image
2.2 Extracting Internal Targets from Candidate Regions
2.3 Generating Output Image by Matching Feature Points
3 Algorithm Description
3.1 Frequency Domain Transformation
3.2 Visual Perception Characteristics
3.3 Feature Extraction
4 Analysis of Experimental Results
5 Epilogue
References
Artistic Image Style Based on Deep Learning
Abstract
1 Introduction
2 Still Image Stylization
2.1 Image Stylization Principle Based on Deep Learning
2.2 Optimization Method of Deep Learning
3 Dynamic Image Stylization
3.1 Optical Flow Method
3.2 Deep Low Optical Flow Method
3.3 Dynamic Image Stylization Based on Deep Low Optical Flow Method
4 Concluding Remarks
References
Analysis and Research of 4G and WLAN Convergence Network Access Authentication Protocol
Abstract
1 Introduction
2 The Research Significance of WLAN
3 WLAN-4G Convergence Authentication Protocol
4 Security Analysis of EAP-AKA Protocol
5 Security Improvement of EAP-AKA Protocol
6 Conclusion
References
Application of Neural Network Data Mining Method in Network Marketing
Abstract
1 Introduction
2 Overview of Artificial Neural Network
2.1 Connections Between Biological Neurons
2.2 Artificial Neuron
2.3 Learning Mechanism of Artificial Neural Network
3 Application Examples
4 Improvement and Conclusion
References
A Decision Tree Classification Algorithm in University Archives Management
Abstract
1 Introduction
2 Classification Algorithm Based on Decision Tree
2.1 The Meaning of Data Mining
2.2 ID3 Decision Tree Classification Algorithm
3 Application of ID3 Classification Algorithm in Student Status File Management
4 Concluding Remarks
References
Bioengineering Algorithm of Dynamic Fuzzy Neural Network
Abstract
1 Introduction
2 Dynamic Fuzzy Neural Network
2.1 Dynamic Fuzzy Neural Network is Proposed
2.2 Characteristics of Neural Network
3 Structure Model of Dynamic Fuzzy Neural Network
4 Structure Model of Dynamic Fuzzy Neural Network
5 Conclusion
References
Application of BP Neural Network in Civil Engineering Cost Estimation Method
Abstract
1 Introduction
2 The Basic Principle of Artificial Neural Network
3 Establishment of BP Neural Network Model
4 Cost Estimation Model of Subway Civil Engineering Based on BP Neural Network
4.1 Index System of Engineering Cost Estimation
4.2 Neural Network Method for Engineering Cost Estimation
5 Conclusion
References
Identity Authentication Mechanism Based on Hash Algorithm in E-commerce
Abstract
1 Research Background and Significance
2 Security Problems and Countermeasures in E-commerce
2.1 The Concept and Technical Characteristics of E-Commerce
2.2 Network Security Issues
3 Authentication of E-commerce
3.1 Certification is the Key Link
3.2 Password Based Authentication Mechanism
3.3 Traditional Encryption and Public Key Encryption
4 Secure Storage of User’s Intelligent Sensing Image
4.1 Secure Storage of User’s Intelligent Sensing Image
4.2 Security Goal of Secure Storage
4.3 Detailed Algorithm of Secure Storage
References
The Application of Support Vector Machine in the Calculation of Pavement Structural Modulus
Abstract
1 Introduction
2 The Basic Principle of Support Vector Machine
2.1 Machine Learning Model
2.2 Support Vector Machine Classification
3 Inversion of Pavement Modulus Based on SVM
3.1 Basic Idea of Modulus Inversion Based on Support Vector Machine
3.2 Basic Steps of Modulus Inversion Based on Support Vector Machine
3.3 Training Support Vector Machine Model
4 Conclusion
References
Application of Machine Learning in the Design of Ecological Environment Detection System
Abstract
1 Introduction
2 The Deficiency of Ecological Environment News Propaganda
2.1 Lack of Innovative Change
2.2 Insufficient Sustainability
2.3 Lack of Technical Talents
2.4 Pressure on Public Opinion Guidance
3 Measures of Ecological Environment News Propaganda in New Media Era
4 Conclusion
References
A Method and System of Rural Tourism Recommendation Based on Season and Location Characteristics
Abstract
1 Introduction
2 Productive Landscape
2.1 Main Production Landscape
2.2 Landscape of Production Facilities
3 Analysis on the Measurement Index of Tourism Seasonal Fluctuation
3.1 Main Definitions
3.2 Main Research Methods
4 Weight Determination of Evaluation Index System
4.1 Weight Determination, Consistency and Dimensionless Processing
4.2 Evaluation and Consistency Test of Tourism Seasonal Volatility
4.3 The First Index Coefficient Proportion of the First City
5 Empirical Analysis on the Seasonality of Destination
5.1 Case Study
5.2 Main Performance
6 Epilogue
References
Design of AHP-Delphi Emergency Capability Evaluation Index System Model in Management Stage
Abstract
1 Introduction
2 Design Principle and Composition of Evaluation Index System Model
2.1 Model Design Principles of Urban Disaster Emergency Response
2.2 Reasonable Construction of Urban Disaster Emergency Capability Evaluation Based on Index System
3 Model Design Method of Urban Disaster Emergency Response Capability Index Evaluation System
3.1 Design Overview
3.2 AHP is Used to Determine the Weight of Evaluation Index
3.3 Analytic Hierarchy Process Model Method
4 Experiment
5 AHP is Used to Establish the Hierarchical Structure and Calculate the Initial Weight
5.1 The Basic Principle of AHP
5.2 The Hierarchical Structure of the Evaluation System of Network Course
6 Evaluation Index Set of Emergency Response Capability in Management Stage
6.1 Using Delph Method to Establish Urban Disaster Emergency Response Capacity Evaluation Index Set
6.2 Evaluation Index System Model of Urban Disaster Emergency Response Capability
7 Conclusion and Prospect
Acknowledgements
References
Construction of Credit System Prediction Model Based on L-M Optimization Algorithm
Abstract
1 Introduction
2 Curriculum and GPA
2.1 Grade Point
2.2 Relationship Between Courses
2.3 Relationship Between Curriculum and GPA
3 Credit Grade Point Prediction Method
4 Determination of Credit Grade Point Prediction Model
4.1 Construction of Credit Grade Point Prediction Model
4.2 Determination of Model
4.3 Data Preprocessing
5 Performance Test of GPA Prediction Model
6 Conclusion
References
Analysis of Risk Asset Model Based on Artificial Intelligence Algorithm
Abstract
1 Introduction
2 Related Work
3 Portfolio Model
4 Experimental Verification
5 Conclusion
References
Traffic Parameter Detection Based on Computer Vision and Image Processing
Abstract
1 Introduction
2 System Structure and Processing Flow
2.1 System Structure
2.2 System Processing Flow
3 Traffic Parameter Detection Method
4 Vehicle Speed Detection
4.1 Vehicle Speed Detection on the Same Sign Line and Virtual Line
4.2 Vehicle Speed Detection on Two Adjacent Sign Lines and Virtual Lines
5 Traffic Flow Prediction Based on Neural Network
5.1 The Basic Principle of BP Neural Network
5.2 Traffic Flow Prediction Based on BP Neural Network
6 Conclusion
References
Research on EHB System Algorithm and Controller Implementation of Energy Vehicle
Abstract
1 Introduction
2 Big Data Visualization Analysis System for New Energy Vehicle Charging
2.1 Data Resources
2.2 Step Introduction
3 User Charging Behavior Data Analysis Report
3.1 Charging Mode
3.2 Charging Start SOC
4 Analysis Conclusion and Enlightenment
4.1 Strategy Development of Charging System
4.2 Design of Product Performance Life of Charging System
5 Mathematical Model of Hydraulic Components in EHB System
5.1 High Speed Solenoid Valve
5.2 High Pressure Accumulator
6 Research on Simulation Experiment of Vehicle Stability Control
6.1 Co Simulation Environment of CarSim and Simulink
6.2 Simulation Experiment of Vehicle Stability Control Based on Predictive Control
7 Concluding Remarks
References
Application of Machine Learning in Blood Pressure Prediction and Arrhythmia Classification
Abstract
1 Introduction
2 Deep Convolution Neural Network
2.1 The Structure of Convolutional Neural Network
2.2 Training Algorithm of Convolutional Neural Network
3 Deep Residual Network
4 Recognition of Arrhythmia Based on Deep Residual Network
4.1 Experimental Data Analysis and Evaluation Criteria
4.2 Data Preprocessing
5 Conclusion
Acknowledgements
References
Automobile Emission Fault Diagnosis Method and Device Based on Fuzzy Reasoning and Self Learning
Abstract
1 Introduction
2 Self Learning Method
2.1 Short Term Self-learning
2.2 Data Analysis Based on Finite Difference Method
3 Parameter Auto Tuning Method of PI Controller Based on Fuzzy Reasoning
3.1 Overview of Fuzzy Control
3.2 Adaptive and Self Learning Fuzzy Control
3.3 The Combination of Fuzzy Control and Other Intelligent Control Methods
4 Conclusion
References
Application Analysis of Computer Network Security Technology Based on Network Security Maintenance
Abstract
1 Introduction
2 Overview of Network Security Technology
3 Common Factors Affecting Network Security
3.1 Openness of Computer Network
3.2 Hacker Attack
3.3 The Invasion of Viruses
4 Computer Network Security Application Technology
5 Conclusion
References
Reservoir Data Modeling Technology Based on Well Seismic Information Fusion
Abstract
1 Introduction
2 Stage Characteristics of Data Mining Application in Reservoir Modeling
2.1 Main Analysis Contents of Reservoir Modeling
2.2 Analysis Process
3 Basic Knowledge of Information Fusion
3.1 Introduction
3.2 Information Fusion Technology
4 Research on Reservoir Data Modeling Based on Multi Well Data Interpolation
4.1 Kriging Interpolation
4.2 Implementation and Result Analysis
5 Research on Reservoir Data Modeling Based on Well Seismic Information Fusion
5.1 Introduction to Seismic and Logging
5.2 Brief Introduction of Well Seismic Joint Inversion
6 Conclusion
References
Research on Equity Financing Valuation Model of Growth Enterprises Under Data Mining Technology
Abstract
1 Introduction
2 Problem Description and Benchmark Model
3 Valuation Model of Equity Financing
4 Numerical Analysis
5 Conclusion
Acknowledgement
References
Detection of Abnormal Power Consumption Mode of Power Users Based on BP Neural Network
Abstract
1 Introduction
2 Related Network Structure
2.1 Recurrent Network
2.2 LSTM Network Structure
3 Abnormal Power Consumption Detection Model
3.1 Hybrid Neural Network Model
3.2 Abnormal Power Consumption Simulation Algorithm
3.3 Abnormal Power Consumption Detection Model
4 Experimental Result
5 Concluding Remarks
References
Design of Solar Cell Defect Detection System
Abstract
1 Introduction
1.1 Visual Positioning and Defect Detection Content
1.2 Hardware Composition of Vision System
1.3 Vision System and Processing Flow
2 System Control Software Design
2.1 Image Acquisition Part
2.2 Image Processing Part
2.3 Defect Detection of Battery
3 Data Communication
4 Conclusion
Acknowledgement
1. References
Information Management Analysis of Prefabricated Building Based on BIM in Construction Stage
Abstract
1 Introduce
2 Application of Smart Site Theory in Construction Projects
2.1 Radio Frequency Technology
2.2 Virtual Technology
2.3 BIM Technology
3 Application of Intelligent Site Management Model in Prefabricated Construction Stage
3.1 Construction Personnel Management
3.2 Engineering Material Management
3.3 Intelligent Construction Site Information Management
4 Suggestions on Strengthening Smart Construction Site Management of Prefabricated Buildings in Construction Stage
4.1 Information Management Platform and Innovation of Production Technology
4.2 Strengthen the Training of Intelligent Site Management Talents
4.3 Security Management
5 Conclusion
References
Modeling and Simulation of Time Encroachment Propagation Dynamics Based on SIR Model
1 Introduction
2 The Mechanism and Model of Time Encroachment
3 Time Encroachment Behavior Propagation Model of Complex Networks in Uniform Networks
4 Analogue Simulation
4.1 Related Network Topology and Characteristics
4.2 Simulation Analysis of Time Encroachment Behavior Propagation
4.3 An Analysis of the Factors Influencing the Spread of Time Encroachment
5 Concluding Remarks
References
A Study on Value Evaluation System of Engineering Consulting Based on VETS Process
Abstract
1 Introduction
2 Analysis and Comparison of Engineering Construction Mode
2.1 Traditional Construction Mode
2.2 Project Management + Professional Services
2.3 Whole Process Engineering Consultation
3 Evaluation Method of Consulting Value Based on VETS
3.1 Value Evaluation Model of Consulting Based on VETS
3.2 Value Estimation Path
3.3 Value Composition of Whole Process Consultation
3.4 Value Estimation Matrix
4 Empirical Analysis of the Factors Influencing the Core Competitiveness
5 Conclusion
References
Tourism Route Optimization Based on Clustering and Ant Colony Algorithm
Abstract
1 Introduction
2 Related Work
2.1 Genetic Algorithm
3 Application of Genetic Algorithm in TSP Path Planning
4 Simulation Analysis
5 Conclusion
References
Application Research of Green Building Design System Based on BIM Technology
Abstract
1 Introduction
2 BIM Technology and its Significance in the Field of Architecture
2.1 BIM Technology
2.2 Significance of BIM Application in Construction Field
3 Application Advantages of BIM Technology in Green Building Design
3.1 Optimize the Building Environment
3.2 Improving Design Quality and Economic Benefit
4 Application of BIM Technology in Green Building Design
4.1 Conceptual Design Stage
4.2 Drawing Stage
4.3 Detailed Design Stage
5 Conclusion
References
Design of Quality and Safety Supervision and Management System Based on GPO Optimization Algorithm
Abstract
1 Introduction
2 The Actual Situation of Information Construction in the Field of Construction Project Quality and Safety Supervision and Management at the Present Stage
2.1 General Situation of Information Construction
2.2 Future Development Direction
2.3 Advantages of Information Construction
3 Information Construction Method of Construction Project Quality and Safety Supervision and Management
4 Conclusion
References
Application of Multi Sensor Image Fuzzy Fusion Algorithm in Image Recognition
Abstract
1 Introduction
2 The Basic Principle of Image Fuzzy Fusion
3 Method of Acquiring Obstacles in Front of Unmanned Ship Based on Vision Sensor
3.1 Mean Shift Algorithm Smoothing Filter
3.2 Summary of This Chapter
4 Method of Obstacle Perception in Front of Unmanned Ship Based on Millimeter Wave Radar and Vision Sensor Fusion
4.1 Spatial Integration
4.2 Test of Simulated Water Surface Environment
4.3 Summary of This Chapter
5 Conclusion
References
Application of Museum Information Dissemination Based on VR Technology
Abstract
1 Introduction
2 Narrative Language of Virtual Reality Art in Full Media Context
3 Interactive Narrative Strategies in Virtual Reality
4 Space Narrative Strategies Under Virtual Reality Art
5 Conclusion
References
The Key Technology of 5G Communication Network D2D Network Communication Architecture
Abstract
1 Introduction
2 Challenges and Related Research
2.1 Challenge
2.2 Related Research
3 Key Technologies in 2D2D Communication
3.1 Basic Principles
3.2 D2D Device Discovery and Link Performance
4 Solutions
4.1 SDN Solution
4.2 Combination of SDN and nfv
5 SDN/NFV Combined with Cran Scheme
5.1 Principle Explanation
5.2 Open Questions
6 Conclusion
References
Decoupling Optimization of Vehicle Powertrain Mounting System Based on Genetic Algorithm
Abstract
1 Introduction
2 Control Structure of 4-DOF Manipulator
2.1 The Composition of Control System of 4-DOF Manipulator
2.2 Mechanical and Electrical Part of Four Degree of Freedom Manipulator
2.3 Software Implementation of Control System for 4-DOF Manipulator
3 Kinematics Analysis and Trajectory Planning Method of Manipulator
4 Concept of Control Trajectory Planning for 4-DOF Manipulator
5 Conclusion
Acknowledgements
References
Design of Regional Tourism Culture Integration System Platform Based on Big Data and Cloud Computing
Abstract
1 Introduction
2 The Theoretical Basis of Tourism Culture Change in the Context of Regional Integration
2.1 Conceptual Interpretation
2.2 Correlation Theory
3 An Analysis of the Influence of Regional Integration on the Change of Tourism Culture
3.1 Development Conditions of Regional Tourism Integration
3.2 Influencing Factors of Cross Regional Tourism Cultural Change
4 RNN and LSTM
4.1 Input Participation
4.2 Gradient Explosion
5 Analysis of the Possibility of Cultural Integration in the Yangtze River Delta Regional Integration
5.1 On the Impetus of Cultural Integration in the Yangtze River Delta from the Supply Side
5.2 From the Demand Side
6 Concluding Remarks
Acknowledgements
References
Application of Improved Ant Colony Algorithm Based on Slope Factor in Wireless Rechargeable Sensor Networks
Abstract
1 The Introduction
2 The Model of Wireless Rechargeable Sensor Networks
2.1 Network Model
2.2 Charging Model
3 Slope Factor in Wireless Rechargeable Sensor Network
3.1 Main Application of Ant Colony Algorithm
3.2 Ant Colony Algorithm Based on Slope Factor (SFACA)
3.3 Optimal Path Planning of Improved Ant Colony Algorithm
4 Conclusion
References
Analysis on the Application of Computer Intelligence System in College Physical Education
Abstract
1 Introduction
2 Computer Intelligence System
3 The Role of Computer Technology in Physical Education Teaching Practice
4 The Role of Computer Technology in Physical Education Teaching Practice
4.1 Design Criteria of Intelligent Physical Education Teaching System
4.2 Design Goal of Intelligent Physical Education Teaching System
5 Design and Implementation of System Structure
5.1 The Structure Design of the System
5.2 Design and Implementation of Database Server
6 Conclusion
References
Market Economy Forecast Analysis Based on Deep Learning
Abstract
1 Introduction
2 The Connotation of Marketing in the Era of Network Economy
2.1 The Connotation of Network Economy
2.2 The Connotation of Network Marketing
3 The Change of Marketing Environment in the Era of Network Economy
3.1 Expansion of Market Scope
3.2 The Means of Payment are Increasingly Rich and Reliable
4 Marketing Change Strategy in the Era of Network Economy
4.1 Establish Brand Image
4.2 Meet the Needs of Consumers
4.3 Innovation of Marketing Strategy by Means of Technology
5 How to Change the Marketing Strategy in the Era of Network Economy
5.1 Scientific Use of Big Data Platform
5.2 Actively Research and Develop Network Platform, Change the Traditional Promotion Strategy
5.3 Focus on Product Quality and Service
6 Conclusion
References
Application of ARMA Prediction Algorithm in Gear Fault Diagnosis of Automobile Drive Axle
Abstract
1 Introduction
2 Research Status of Early Fault Diagnosis and Life Prediction of Automobile Transmission
3 ARMA Prediction Algorithm
4 Automobile Drive Axle Gear
5 Design of Vehicle Powertrain Monitoring Software Based on ARMA Prediction Algorithm
5.1 Data Acquisition Module
5.2 Data Display Module
5.3 Data Analysis Module
5.4 Data Saving Module
6 Conclusion
Acknowledgements
References
Combination Prediction of Municipal Engineering Cost Based on PCA and NARX
Abstract
1 Introduction
2 Combination Forecasting Based on PCA and NARX
2.1 Project Cost Forecast
2.2 Principal Component Analysis of Construction Project Characteristics
2.3 NARX Neural Network
3 NARX Neural Network Prediction
4 Conclusion
References
BIM Based Prefabricated Building Information Sharing Approach and Method
Abstract
1 Introduction
2 Information Analysis of Prefabricated Building
2.1 Definition and Characteristics of Prefabricated Building
2.2 Classification and Characteristics of Prefabricated Building Information
3 BIM Based Prefabricated Building Informations
3.1 Prefabricated Building pbim Database
3.2 Project Design Phase
4 Function Design of Information Resource Sharing System
4.1 Purchasing System Module of Books and Periodicals
4.2 Cataloguing System Module of Books and Periodicals
4.3 Book and Periodical Borrowing System Module
5 Characteristics of Prefabricated Building Modeling
5.1 Construction and Production
5.2 Ensure Safety
6 Conclusion
Acknowledgements
References
Cooperative Scheduling of Renewable Energy Based on Multi-search Optimization Algorithm
Abstract
1 Introduction
2 Establishing Mathematical Models
2.1 Costing Function
2.2 Constraints
2.3 Energy Models
3 Optimization Algorithm Description
3.1 Chaos Theory
3.2 Constraint Processing
3.3 Double Search
3.4 Random Walk
4 Conclusion
Acknowledgements
References
Energy Saving Design of Passive House with Ultra Low Energy Consumption
Abstract
1 Introduction
2 Structural Energy Saving Optimization Measures
2.1 Wall Energy Saving Design
2.2 Roof Energy Saving Design
2.3 Ground Energy Saving Design
3 Application of Renewable Energy System
3.1 Structure Design of Fresh Air System
3.2 Solar Photovoltaic Power Generation System
4 Comparison and Analysis of Simplified Calculation Methods
4.1 Comparative Analysis on Simplified Calculation of Heat Gain of Heat Collecting and Storage Wall
4.2 Comparative Analysis on Simplified Calculation of Heat Load of Passive House with Heat Collecting and Storing Wall
5 Conclusion
References
Computer Basic Course Classroom Based on Edge Computing
Abstract
1 Introduction
2 Changed the Way of Oil Painting Creation
3 Main Application Algorithms
4 The Influence of New Era Background on Oil Painting Creation
4.1 The Characteristics of Oil Painting in the New Era
4.2 The Influence of New Era Background on the Use of Oil Painting Color
5 Several Major Aspects of the Main Impact
5.1 Bring Convenience to Composition
5.2 Bring Convenience to Color Scheme Making
5.3 With Storage and Backup Function
6 The Relationship Between Modern Computer Art and Oil Painting
6.1 The Influence of Modern Computer Art on Oil Painting Creation Concept and Visual Experience
6.2 The Presentation of Modern Computer Art in the New Art Form of Contemporary Oil Painting
7 Influence on the Creation of Young Artists
References
Application of Dassault System 3D Experience Platform in Enterprise Digitalization
Abstract
1 Introduction
2 Features of 3D Experience Platform
3 Dassault’s Support for IFC Standard
4 3D Experience Platform Leads to Industry Change
5 Case Study
6 Conclusion
References
The Form and Evolution of Chinese Ancient Literature Territory Based on Computer Virtual Reality Technology
Abstract
1 Introduction
2 Computer Multimedia Technology
2.1 Computer Overview
2.2 Computer Multimedia Technology
3 The Design of the Layout form and Evolution Display System of Chinese Ancient Literature Based on Computer Multimedia
4 Build Excellent Hardware Environment
5 Conclusion
References
Computer Network Security Analysis Based on Deep Learning Algorithm
Abstract
1 Introduction
2 Deep Learning Algorithm
3 Computer Network Security Analysis
4 Analysis of Deep Learning Algorithm in Computer Network Security
5 Content Security Difficulties
5.1 Safety Problem
5.2 Simulation Training
6 Conclusion
References
Application of Spectroscopy and Spectral Imaging Technology in Food Detection
Abstract
1 Introduction
2 Spectral Imaging Technology
2.1 Principle of Spectral Imaging
2.2 The System Composition of Imaging Spectrum
3 Data Analysis Method of Imaging Spectrum
4 Application of Spectral Imaging Technology in Food Detection
4.1 Application of Spectral Imaging Technology in Food Freshness Detection
4.2 Application of Spectral Imaging Technology in Food Biological Contamination Detection
4.3 Application of Spectral Imaging Technology in Food Moisture Detection
5 Conclusion
References
Industrial Internet System and Working Method Based on Deep Learning and Edge Computing
Abstract
1 Introduction
2 Theoretical Basis of Mobile Edge Computing and Deep Reinforcement Learning
2.1 Reinforcement Learning
2.2 Deep Learning
3 Multi Cell and Multi User Complete Migration Optimization Algorithm Based on Deep Q Network
3.1 Q-Learning Algorithm
3.2 Existing Problems
4 Industrial Internet Platform Architecture
5 Conclusion
Acknowledgements
References
Platform System and Method of Cloud Component Framework Configuration in Computer Software System
Abstract
1 Introduction
2 Research Background and Significance
2.1 Application Software on Cloud Platform
2.2 Model Driven Engineering
3 Key Technologies
3.1 IAAs Platform
3.2 Model Driven Development Model
4 Analysis and Design of Platform Independent Strategy for Application Software on Cloud Platform
4.1 Short Board in Current Field
4.2 Platform Independent Support Technology
4.3 Environmental Adaptation
5 Summary and Prospect
References
Application of Internet of Things Technology in Aviation Warehousing and Logistics
Abstract
1 Introduction
2 System Principle
3 System Design and Implementation
3.1 Hardware Design and Implementation
3.2 Software Design and Implementation
4 Application of Internet of Things Technology in Intelligent Logistics System
4.1 Application of Internet of Things in Logistics Transportation
4.2 Application of Internet of Things in Warehouse Management
4.3 Application of Internet of Things in Transportation
4.4 The Internet of Things Supports the Interoperability of Logistics Information and Establishes a Sharing Platform
5 Conclusion
References
Design of High Efficiency Fruit Picking Robot Driven by Rigid Flexible Compound
Abstract
1 Present Situation and Development Trend of Picker at Home and Abroad
2 Mechanical Arm Design
3 Strawberry Detection Algorithm
3.1 Experimental Environment
3.2 Strawberry Dataset
4 Trajectory Planning
5 Binocular Vision Positioning Principle
References
Design of Multi Function Robot for Active Video Detection Based on STC MCU
Abstract
1 Introduction
2 The Practical Application Scope of Robot
2.1 Planetary Exploration Robot
2.2 Ocean Exploration Robot
2.3 Land Environment Detection Robot
3 Selection and Introduction of Hardware
3.1 8051 Single Chip Microcomputer
3.2 Wireless Transmission Chip
3.3 Temperature Detection Chip DS18B20
3.4 Pf8591t A/D Conversion Chip and Photosensitive Resistor
4 Main Circuit Design
4.1 STC89C52RC Single Chip Microcomputer
4.2 Temperature Detection Chip DS18B20
4.3 Display Device LCD1602
5 Program Design and Implementation
6 Conclusion
Acknowledgements
References
Credit Evaluation Model and Algorithm of C2C E-commerce Website
Abstract
1 Introduction
2 E-commerce Credit Evaluation
2.1 Composition of Credit Evaluation System
2.2 The Necessity of Credit Evaluation
3 C2C E-commerce Credit Evaluation Model
4 Improved Method of Credit Evaluation
5 Conclusion
Acknowledgements
References
Tourism Route Planning Method Based on Economic Cost
Abstract
1 Introduction
2 Research Status of Tourism Route Planning Methods
3 Analysis of Tourism Route Planning Based on Economic Cost
3.1 Proposal
3.2 Traveling Salesman Problem
3.3 Data Sources
4 Basic Idea of Travel Route Planning Algorithm
5 Conclusion
References
Quality Evaluation of Machine Translation Based on BP Neural Network
Abstract
1 Introduction
2 The Concept of Adaptation Theory
3 Translation Requirements of Tourism Publicity Materials
3.1 Understanding the Cultural Differences Between China and the West
3.2 Understand the Differences Between English and Chinese
3.3 The View of Approbation and Adaptation in Translation
4 Improvement Measures of Translating Tourism Publicity Materials
4.1 Modify Existing Information
4.2 Semantic Mapping Relations
5 Conclusion
Acknowledgements
References
Design and Research of Experimental Platform for Solar Semiconductor Refrigeration System
Abstract
1 Introduction
2 Basic Principle of Solar Semiconductor Refrigeration
2.1 Basic Principle of Solar Photovoltaic Power Generation
2.2 Basic Principle of Thermoelectric Refrigeration
3 Experimental Results and Analysis of Solar Semiconductor Refrigeration
4 Conclusion
References
Design and the Architecture Cloud Platform of Enterprise Income Tax Assessment System
Abstract
1 Introduction
2 System Architecture Design and Technology
2.1 System Architecture
2.2 System Technology System
2.2.1 Oracle 9i
2.3 MPP System
3 Weblogic
3.1 The Three-Tier Application Architecture has the Following Advantages
3.2 BEA Weblogic is Used as the Application Server of the System
4 Conclusion
References
Design and Implementation of Agricultural Technology Extension and Development Monitoring System Based on J2EE
Abstract
1 Introduction
2 Research Overview
2.1 Research Background
2.2 Agricultural Insurance Components
3 Rental Components
4 Virtual Reality Experience Component
5 Conclusion
References
An Empirical Study on Early Warning Mechanism of Financial Business Cycle Based on BP Algorithm
Abstract
1 Introduction
2 Research Ideas
3 Index Selection
4 Research on Intelligent Control Algorithm of BP Neural Network
4.1 Neural Network Structure Model
4.2 Structure and Algorithm of BP Neural Network PID
5 Design of Inverter Control Software
5.1 The Design of Interrupt Program
5.2 The Selection of System Control Chip
6 Conclusion
References
OTN Technology in Power Communication Network Service Routing Optimization
Abstract
1 Introduction
2 Problem Description
3 Model Establishment
4 Basic Flow of Algorithm
5 Detailed Design of Algorithm
5.1 Coding and Population Initialization
5.2 The Coordinate is the Risk Balance of the Routing Scheme
6 Conclusion
References
Technological Innovation Capability of High Tech Industry Based on Knowledge and Decision System
Abstract
1 Research Background
2 Journals Reviewed
3 Overview of High Tech Industry
3.1 In the Scope of High-Tech Industry, Technological Innovation Plays an Increasingly Prominent Role in Human Production and Life
3.2 Characteristics of High Tech Industry
4 High Tech Industry has High Agglomeration
5 Model Establishment and Analysis
5.1 Variable Selection
5.2 Modeling
6 Conclusion
References
The Application of Knowledge Base in Enterprise Resource Management Strategy
Abstract
1 Introduction
2 Purpose of the Experiment
3 Scheduling Model
4 Experimental Simulation
5 Conclusion
References
Resource Management and Scheduling Algorithm in Hybrid Cloud Environment
Abstract
1 Introduction
2 The First Chapter is Introduction
2.1 Research Background
2.2 Research Significance
2.3 VMware
3 Mapping of Ant Colony Algorithm to Hybrid Cloud Resource Scheduling
3.1 Cbudsim Simulation
3.2 Description of Scheduling Algorithm
4 Conclusion
References
Analysis on Key Technologies of New Energy Internet Information Communication
Abstract
1 Introduction
2 Energy Internet Information Communication Framework
3 Characteristics and Demands of Energy Internet Information Communication
3.1 Analysis of Energy Internet Information and Communication Characteristics
3.2 Combing the Information and Communication Needs of Energy Internet
4 Analysis of Key Technologies of Energy Internet Information Communication
4.1 Information Data Management Technology
4.2 Perceptual Control Technology
4.3 Remote Monitoring Technology
4.4 Internet of Things Technology
5 Strengthen the Specialization of Power System Maintenance
6 Strengthen the Specialization of Power System Maintenance
References
Research and Application of CRM Model in Enterprise Management System
Abstract
1 Introduction
2 Data Mining Process in CRM
2.1 Building Data Mining Database
2.2 Modeling
2.3 Implementation
3 Sales Management
3.1 Customer Management
3.2 Market Management
3.3 Analysis of Resolution
4 Epilogue
References
Synchronous Leader Election Algorithm in Hierarchical Ad Hoc Networks
Abstract
1 Introduction
2 Theoretical Research on Leader Election Algorithm
2.1 Leader Election Algorithm
2.2 Synchronous Network
2.3 Application of Hierarchical Leader Election Algorithm
3 Leader Election Algorithm in High Level Ad Hoc Networks
3.1 System Requirements
3.2 High Level Leader Election Algorithm
3.3 High Level Leader Election Algorithm
4 Conclusion
References
Research on Recognition of Accounting Information Distortion of Listed Companies Based on Classification Regression Tree Algorithm
Abstract
1 Introduction
2 Empirical Research
2.1 Research Hypothesis
2.2 Classification Regression Tree
3 Data Classification
4 Sample Selection
4.1 Classification Regression and Prediction
4.2 Modeling Financial Index Selection
5 An Empirical Study on the Identification of Accounting Information Distortion
5.1 Classification Regression Tree Model
5.2 Validation of Results
6 Summary
References
Statistical Analysis of Ethnic Minority Villages in Border Areas Based on Genetic Algorithm
Abstract
1 Introduction
2 The Development Status of Villages with Ethnic Characteristics
2.1 Tourism Becomes the Main Industry
2.2 The Ethnic Culture of the Village is Well Preserved
3 Connotation and Practical Significance of Sports Targeted Poverty Alleviation in Yanbian Border Minority Areas
3.1 Connotation of Sports Targeted Poverty Alleviation in Yanbian Border Minority Areas
3.2 Yanbian in Economic Difficulties
4 Improvement of Natural Environment and Living Environment in Villages
4.1 On the Development of Villages with Ethnic Characteristics
4.2 The Development of Village Cultural Industry Still Relies on Social Financing
4.3 The Destruction of Village Environment has not Been Eliminated Yet
5 Conclusion
References
Explanation of Fui Value by Virtual Simulation Technology
Abstract
1 The Value of FUI
1.1 Academic Value
1.2 Publicity Value
2 The Orientation of Publicity Value
3 Economic Value
4 Conclusion
References
Design of Property Payment Mode Recommendation System Based on Credit Evaluation Mechanism
Abstract
1 Introduction
2 Evaluation Index System and Information Collection of Property Payment Mode Recommendation
2.1 Evaluation Index System of Personalized Recommendation of Property Payment Mode
2.2 Information Collection of Property Payment Mode Recommendation
3 Chapter Four Empirical Study of the Effect Brought by the Existing Credit Evaluationmechanism on Consumers’ Behavior
3.1 Design of Survey Method
3.2 Time Limit of Credit Evaluation
4 Simulation Experiment and Result Analysis
5 Conclusion
References
Parameter Setting of LM-BP Algorithm in Financial Stock Index Prediction
Abstract
1 Introduction
2 The Prediction Model and Parameter Setting of Stock Price Index
2.1 Model Structure Setting of BP Algorithm
2.2 Sample Selection Range Setting
2.3 Initial Network Weight and Threshold Setting
2.4 Optimal Hidden Layer Node Number Algorithm
3 LM Algorithm
4 Simulation Experiment
5 Conclusion
References
Research and Design of Capital Agricultural Products Micro E-commerce Platform Based on Intelligent Recommendation and Logistics Planning
Abstract
1 Introduction
2 Research on Micro E-commerce Platform for Agricultural Products
2.1 Design Purpose
2.2 Feasibility Analysis
3 Research on Intelligent Recommendation and Logistics Planning Algorithm
3.1 Recommendation Algorithm
3.2 Research and Analysis on Intelligent Planning Algorithm of Agricultural Product Distribution Route
4 Design of Capital Agricultural Products Micro E-commerce Platform Based on Intelligent Recommendation and Logistics Planning
4.1 Overall Structure of the System
4.2 Function Module Design
4.3 Platform Data Management
5 Conclusion
Acknowledgements
References
Overall Performance Optimization Design of Aeroengine Based on Multi Objective Genetic Algorithm
Abstract
1 Introduction
2 Multi Objective Genetic Algorithm
3 Parameter Optimization Design of PID Controller for Aeroengine
3.1 PID Control Principle
3.2 Optimization of Aeroengine PID Controller Parameters Based on NSGA-II
4 Conclusion
References
Construction of Enterprise Management Framework Based on Edge Computing
Abstract
1 Introduction
2 Computer Technology
2.1 Introduction of Computer Technology
2.2 The Necessity of Computer Technology in Enterprise Management
3 Enterprise Management Thinking
3.1 Concept of Management Thinking
3.2 Connotation of Management Thinking
4 The Construction of Enterprise Management Thinking Framework Based on Computer Technology
5 Conclusion
Acknowledgements
References
Development and Application of Computer Teaching and Automatic Management System
Abstract
1 Introduction
2 Characteristics of Network Physical Education Teaching System
3 Realization of Computer Teaching in by Automatic
4 Network Physical Education Management
4.1 English Teaching in Physical Education
4.2 The Application of the System in the Management of Physical Education
5 The Application and Economic of School Sports Automatic Management System
5.1 Application of Integrated Management System for School Physical Education
5.2 Systematic Analysis of School Physical Education Under Computer Comprehensive Management
6 Conclusion
References
Analysis of the Financing Efficiency Algorithm of the Listed Education Companies Under the Background of the Big Data
Abstract
1 Introduction
2 Concept Definition and Literature Review
3 Empirical Analysis on Financing Efficiency of Educational Listed Companies
3.1 Model Establishment and Indicator Selection
3.2 Analysis of Financing Efficiency Evaluation Results of Overseas Education Listed Companies
3.3 Analysis of Returns to Scale
4 Analysis of Financing Efficiency Evaluation Results of Domestic Educational Listed Companies
4.1 Overall Evaluation of Financing Efficiency
4.2 Scattered Distribution
4.3 Returns to Scale Analysis
5 Conclusion
References
Clustering Analysis of Power Grid Data Based on Dynamic Hierarchical K-Modes
Abstract
1 Introduction
2 Algorithm Introduction
2.1 K-Mods Algorithm
2.2 Dynamic Hierarchical K-Modes Algorithm
3 Data Feature Extraction
4 Algorithm Experiment
5 Conclusion
Acknowledgements
References
Hybrid Optimization Algorithm for Optimal Allocation of PMU in Power System
Abstract
1 Introduction
2 Observability of Power System
3 The Mathematical Model of PMU Optimal Allocation Problem
3.1 Form of Objective Function and Solution
3.2 Treatment of Constraint Conditions
4 Design of Hybrid Optimization Algorithm
5 Conclusion
Acknowledgements
References
Research and Implementation of Student Management System Based on Java EE Technology
Abstract
1 Introduction
2 Java EE Technology Architecture
3 Overall Objective of the System
4 System Design
4.1 Hardware Architecture Design
4.2 Software Architecture Design
4.3 System Function Module Design
5 Conclusion
References
Design and Implementation of Student Integrity Information Management System Based on Blockchain Technology
Abstract
1 Introduction
2 Blockchain Technology
3 The Design Principle of the System
4 Design of Student Integrity Information Management System Based on Blockchain Technology
4.1 Functional Module Division
4.2 Analysis of Database Conceptual Structure
5 Conclusion
References
Social Space and Personalized Recommendation System of Education Information Platform
Abstract
1 Introduction
2 System Requirements Analysis
3 System Architecture
4 Design of Personalized Recommendation System in Social Space
4.1 Collaborative Filtering Algorithm
4.2 Recommendation System Architecture
5 Conclusion
Acknowledgements
References
Evaluation Method of Posture Balance of Wushu Athletes Based on Higuchi Analysis
Abstract
1 Introduction
2 The Relationship Between Posture and Wushu Routine
3 Higuchi Fractal Dimension Analysis Method of Athlete Posture
4 Experiment and Analysis
5 Experimental Result
6 Conclusion
References
Orientation Design and Research of Heavy Bamboo Substrate Considering Genetic Programming and Artificial Intelligence Algorithm
Abstract
1 Introduction
2 Current Situation and Problems of Heavy Bamboo Substrate
3 Development of Heavy Bamboo Products Under Genetic Algorithm
3.1 Overview of Genetic Algorithm
3.2 Research on the Development of Bamboo Products with Shortest Path
4 Application of Heavy Bamboo Products
4.1 Bamboo Based Fiber Composite Materials for Building Structural Materials
4.2 Bamboo Based Fiber Composites for Packaging and Transportation Materials
5 Conclusion
Acknowledgements
References
Optimal Operation of Cascade Hydropower Stations Based on Chaos Optimization Algorithm
1 Introduction
2 Chaos Optimization Algorithm
3 Establishment of Mathematical Model for Optimal Operation of Hydropower System
3.1 Objective Function
3.2 Solution Process
4 Application of Chaos Optimization Algorithm in Optimal Operation of Cascade Hydropower Stations
5 Conclusion
References
Mineral Processing Crushing System Based on Fuzzy Genetic Algorithm
Abstract
1 Introduction
2 Brief Introduction of Technology
2.1 Mineral Processing Technology
2.2 Crushing process
3 Basic Scheme of Control System
3.1 Feed Control System
3.2 Design of Fuzzy Controller
4 Parameter Optimization of Genetic Algorithm
4.1 Coding Method
4.2 Decoding Algorithm
4.3 Convergence
5 Conclusion
References
Design and Implementation of Cultural Tour Guide System Based on LBS
Abstract
1 Introduction
2 System Theory and Technology
2.1 Research on LBS System
2.2 Android Development Platform
3 System Functional Requirements
4 System Overall Design
4.1 System Architecture Design
4.2 Android Client Architecture of the System
4.3 Web Server Architecture of the System
5 Conclusion
References
Research on Evaluation and Management Mechanism of Education Management System Based on Clustering Algorithm
Abstract
1 Introduction
2 Clustering Algorithm
2.1 Concept of Clustering Algorithm
2.2 Classification of Clustering Algorithm
3 Education Management System Based on Clustering Algorithm
3.1 Overall Design Scheme
3.2 Algorithm Design Principle Based on K-means
4 Student Management Strategy Based on Education Management System
4.1 Actively Improve the Concept of Student Management
4.2 We Should Pay More Attention to the Information Construction of Student Management
5 Conclusion
References
Design and Implementation of Real Estate Market Forecasting Model Based on Multiple Regression Analysis
Abstract
1 Introduction
2 Market Prediction
2.1 Qualitative Prediction Method
2.2 Time Series Prediction Method
3 Multiple Regression Analysis
3.1 The Meaning and Types of Regression Analysis and Prediction Method
3.2 The Conditions of Applying Regression Analysis and Prediction Method
4 Prediction Model of Real Estate Market Based on Multiple Regression Analysis
4.1 Design of Multiple Regression Model
4.2 Realization of Real Estate Market Forecast Platform
5 Conclusion
References
Research on Optimization Model and Algorithm of Logistics Distribution System Under E-commerce
Abstract
1 Introduction
2 Relevant Theoretical Knowledge
2.1 Basic Concept of Logistics Distribution
2.2 Introduction to VRP
3 Logistics Distribution Under E-commerce
3.1 Basic Meaning
3.2 Main Features
4 Multi Objective Logistics Distribution Model and Algorithm in Deterministic Environment
4.1 Construction of Multi-objective Model
4.2 VRPTW Model Optimized Under Multi-objective
5 Conclusion
References
Research on EHB System Algorithm and Controller Implementation of New Energy Vehicle
Abstract
1 Introduction
2 EHB System
2.1 EHB System Structure
2.2 EHB System Parameter Identification
3 Fuzzy PID Controller Design of Electro-Hydraulic Proportional Valve Control System
4 Working Principle of EHB
5 Conclusion
Acknowledgements
References
Dynamic Prediction Method of Casing Damage Based on Rough Set Theory and Support Vector Machine
Abstract
1 Introduction
2 Research Methods of Casing Damage
3 Research Status and Application of Rough Set Theory and Support Vector Machine
3.1 Rough Set Theory
3.2 Support Vector Machine
4 Research on Prediction Theory and Method
5 Conclusion
References
Large Scale Graph Data Processing Technology in Cloud Computing Environment
Abstract
1 Introduction
2 Introduction to Cloud Computing
2.1 The Meaning of Cloud Computing
2.2 Characteristics of Cloud Computing
2.3 Related Technologies of Cloud Computing
3 Cloud Computing Large Scale Graph Data Processing
3.1 Large Scale Graph Data Processing
3.2 Advantages of Using Cloud Computing Environment to Process Large Scale Graph
4 Graph Data Model and Storage Management
4.1 Simple Graph Model
4.2 Hypergraph Model
5 Conclusion
Acknowledgements
References
Design and Implementation of Information Management System Based on Data Mining
Abstract
1 Introduction
2 B/S Architecture
3 Design and Implementation of Information Management System
3.1 System Design
3.2 Information Management Module
4 Establishment and Training of Data Mining Model
5 Conclusion
References
Research on Multi AGV Control System and Scheduling Algorithm of Warehouse Automation
Abstract
1 Introduction
2 Multi AGV System of Warehouse Automation
2.1 AGV Software Control System
2.2 Communication Between AGV Software Control System and AGV
3 Path Planning for Multiple AGV Systems
4 AGV Dispatching
5 Conclusion
References
Preliminary Planning and Design of Power Transmission and Transformation Project Based on Tilt Photography GIS + BIM Technology
Abstract
1 Introduction
2 Oblique Photogrammetry Technology
2.1 Overview of Oblique Photogrammetry Technology
2.2 Characteristics of Oblique Photogrammetry
3 GIS + BIM Technology
3.1 Basic Concepts of GIS
3.2 Definition of BIM
3.3 Examples of Integrated Application of GIS and BIM Technology
4 Preliminary Planning and Design of Power Transmission and Transformation Project Based on Tilt Photography GIS + BIM Technology
4.1 Preliminary Design Stage
4.2 The Key to the Early Stage Planning and Design of the Project
5 Conclusion
Acknowledgements
References
Intelligent Building Management and Control System Based on Intelligent Video Analysis Algorithm for Behavior Recognition
Abstract
1 Introduction
2 Intelligent Video Analysis Technology
3 The Application of Intelligent Video Analysis in Intelligent Building Management and Control System
4 Target Tracking Analysis in Intelligent Building Management and Control System
5 Conclusion
References
Research on the Development of Ship Target Detection Based on Deep Learning Technology
Abstract
1 Introduction
2 Basic Concepts of Deep Learning
2.1 Characteristics of Deep Learning
2.2 Model Classification of Deep Learning
3 Particularity of Ship Target
4 Ship Target Detection Based on Deep Learning Technology
4.1 Target Detection Based on Regression
4.2 Yolo Detection Process
5 Conclusion
References
Design and Implementation of Interactive Network Education Platform Based on Campus Network
Abstract
1 Introduction
2 The Educational Function of Campus Network
3 Design of Interactive Network Education System Platform
4 The Realization of Network Teaching and Learning Module
5 Conclusion
References
Research on Dance Action Recognition Method Based on Multi Feature Fusion
Abstract
1 Introduction
2 Action Recognition Method
3 Dance Movement Recognition Based on Multi Feature Fusion
4 Dance Video Segment Retrieval
5 Conclusion
References
Using Genetic Algorithm to Optimize the Elements of College Students’ Physical Training
Abstract
1 Introduction
2 Genetic Algorithm
2.1 Introduction to Genetic Algorithm
2.2 Elements of Basic Genetic Algorithm
3 Concept and Elements of Physical Fitness
3.1 What is Physical Fitness
3.2 Core Elements of Physical Training
4 Applying Genetic Algorithm to Design Physical Training Mode
4.1 Algorithm Design of Genetic Algorithm
4.2 Experimental Result
5 Conclusion
References
Application of Two-Dimensional Filtering in Rain Clutter Filtering
Abstract
1 Introduction
2 Principles of Navigation Radar
3 Two-Dimensional Filtering
4 Treatment Effect
5 Conclusion
Acknowledgements
References
Land Detection Method and Application in Radar Video Based on Electronic Chart
Abstract
1 Introduction
2 Overall Framework of the System
3 Key Technology Research
3.1 Matching of Electronic Chart and Radar Video
3.2 Radar Data Algorithm Flow
4 Data Processing and Result Analysis
4.1 Radar Data Acquisition and Filtering
4.2 Display of Land Information on Chart Data
4.3 Application and Verification of Land Information in the Nautical Chart in the Tracking Algorithm
5 Conclusion
Acknowledgements
References
Research on Dynamic Compression Method of Radar Echo Data
Abstract
1 Introduction
2 Data Dynamic Compression Method
2.1 Data Dynamic Compression Model
2.2 Data Dynamic Compression Scheme
3 Simulation Experiment and Performance Analysis
4 Conclusion
Acknowledgements
References
Target Tracking Method of Shipborne Navigation Radar
Abstract
1 Introduction
2 Long and Short Wave Gate Tracking Algorithm Based on Mean Filtering
2.1 Target Prediction
2.2 Target Match
3 Experimental Verification
3.1 Experiment Platform
3.2 Experimental Result
4 Conclusion
Acknowledgements
References
Research on Statistical Method of Sea Clutter Detection Curve of Navigation Radar
Abstract
1 Introduction
2 Traditional Sea Clutter Detection Curve Model
3 Statistical Model of Sea Clutter Detection Curve
3.1 Sea Clutter Distance Statistics
3.2 Sea Clutter Detection Curve Statistics
4 Statistical Model Application
5 Conclusion
Acknowledgements
References
Ship Target Tracking Method Based on Mean α-β Filtering
Abstract
1 Introduction
2 Tracking Algorithm Based on Mean α-β Filtering
2.1 Traditional α-β Filtering Algorithm
2.2 Α-β Filtering Algorithm Based on Mean Value
3 Experimental Verification
3.1 Experimental Platform
3.2 Experimental Result
4 Conclusion
Acknowledgements
References
Research on Radar Target Detection Method Based on the Combination of MSER and Deep Learning
Abstract
1 Introduction
2 Pre-detection
3 Deep Learning
4 Experiments and Results
5 Target-Based Contour Extraction
6 Conclusion
Acknowledgements
References
IF Signal Processing Based on Matlab
Abstract
1 Introduction
2 Analysis of Radar Echo Signal (LFM)
3 Pulse Compression Processing
3.1 Time Domain Pulse Compression Processing
3.2 Frequency-Domain Pulse Compression Processing
4 Conclusion
Acknowledgements
References
An Optimization Scheme for IoT Data Storage Based on Machine Learning
Abstract
1 Introduction
2 Related Work
3 Deduplication Based on Machine Learning
4 Data Compression Based on Machine Learning
5 An Optimization Scheme for IoT Big Data Storage Based on Machine Learning
6 Conclusion
Acknowledgements
References
Design of Pulse Measuring Instrument
Abstract
1 Introduction
2 Research Status and Development Trends at Home and Abroad
3 Selection and Demonstration of Sensor Modules
4 MCU Control Design
5 Classification Adjustment and Optimization
6 Conclusion
Acknowledgements
References
A Survey of Event Relation Extraction
Abstract
1 Introduction
2 Evolution of Event Relation Extraction Method
2.1 Temporal Relation Extraction Method
2.2 Causal Relation Extraction Method
3 Event Relation Extraction Model Based on Deep Learning
3.1 Strong Supervision Model Based on Deep Learning
3.2 Week Supervision Model Based on Deep Learning
3.3 Comparative Analysis of Event Relation Extraction Models
4 Conclusion and Future Work
Acknowledgements
References
Research on LZW Algorithm Based on AES in Data Backup Under Data Block Compression and Encryption
Abstract
1 Introduction
2 The LZW Algorithm
2.1 Introduction of LZW Algorithm
2.2 The Coding Principle of LZW Algorithm
3 AES Algorithm
3.1 Introduction of AES Algorithm
3.2 AES Algorithm Principle
4 Backup and Recovery of AES-Based LZW Algorithm Under Data Block Compression and Encryption
4.1 The Principle of Backup and Recovery Based on AES-Based LZW Algorithm Under Data Block Compression and Encryption
4.2 Implementation of Backup Based on AES-Based LZW Algorithm Under Data Block Compression and Encryption
4.3 Recovery of LZW Algorithm Based on AES Under Data Block Compression and Encryption
4.4 Flow Chart of Algorithm Implementation
5 Experimental Analysis and Application
6 Conclusion
Acknowledgement
References
Intelligent Rock Recognition Based on Deep Learning
Abstract
1 Introduction
2 Main Models
2.1 VGGNet
2.2 Convolutional Neural Network
2.3 Model Ensemble
2.3.1 Ensemble Learning
2.3.2 Multi-model Ensemble
3 Data Acquisition and Processing
3.1 Data Acquisition
3.2 Data Processing
3.3 Data Set Classification
3.4 Data Enhancement and Coding
4 Model Realization
4.1 Pre-training Model
4.2 VGG16 Model
4.2.1 Freezing All Layers of the Model
4.2.2 Adding Weight Regularization
4.2.2 Adding Weight Regularization
4.3 Xception Model
4.4 Convolutional Neural Network Model
4.5 Model Ensemble
5 Summary
References
Author Index