Contents
Efficiency of Financial Holding and Non-financial Holding Bank in Taiwan: An Application of Meta-Frontier Malmquist Productivity Gap Index
Abstract
1 Introduction
2 Literature
3 Methodology
3.1 Malmquist Productive Gap
4 Results and Discussion
4.1 Data and Variables
4.2 Empirical Results
5 Conclusion
References
A Light CNN Model for Defect Detection of LCD
Abstract
1 Introduction
2 Data Set and Deep Learning
2.1 Data Set
2.2 CNN
2.3 Sparse Convolution Structure
2.4 DCGAN
3 Methods
3.1 Preprocessing
3.2 Model Design
3.3 Model Training
3.4 Testing
4 Simulation Experiment
5 Conclusion
References
Low Illumination Image Enhancement Based on U-Net
Abstract
1 Introduction
2 Related Work
3 The Proposed Algorithm
3.1 Feature Extraction Layer
3.2 Instance Normalization
3.3 Jump Connection
3.4 Deconvolution Decoder
4 Experimental Results and Analysis
4.1 Generation of Training Samples
4.2 The Experimental Environment
4.3 Analysis of Experimental Results
4.3.1 The Analog Synthesis Test Set
4.3.2 Real Scene Test Set
5 Conclusion
Acknowledgments
References
A Study on the Effect of an Aptamer with an Embedded Phosphate-Methylated Nucleotide on the Binding of a Target Molecule Using Molecular Simulation
Abstract
1 Introduction
2 Materials and Methods
2.1 The Parent Sequence and the Position of the Embedded Phosphate-Methylated Nucleotide
2.2 Molecular Models and Computational Assay
3 Results and Discussions
4 Conclusions
References
Real-Time Quality Monitoring and Diagnosis Using Convolutional Neural Network: An Application to the Pasting Process of Battery Manufacturing
Abstract
1 Introduction
2 Background
2.1 Pasting Process of the Lead Acid Battery Plates
2.2 Basic Defects and Representative Operation Status in Pasting Process
2.3 Quality Spectrum for Pasting Process
3 Proposed CNN Model for Monitoring Pasting Process
3.1 CNN Structure for Quality Spectrum
3.2 Abnormal Monitoring Model
4 Experiment Results and Performance Comparison
4.1 Offline Training and Performance Comparison
4.2 Online Monitoring
4.3 Benefit Comparison
5 Conclusion
Acknowledgment
References
Working Place Monitoring Emotion by Affective Computing Model
Abstract
1 Introduction
1.1 Background and Motivation
2 Related Work
3 Working Place Monitoring Emotion by Affective Computing Model
3.1 LSTM (Long Short-Term Memory)
3.2 Working Emotion Detection Mode Framework
4 Discuss
References
Macrosomia Fetus Prediction with Cluster-Based Feature Selection Scheme
1 Background
2 Materials and Methods
2.1 Dataset
2.2 Feature Engineering
2.3 Experiments
3 Results
4 Conclusions and Discussion
References
Optimal Features Subset Selection for Large for Gestational Age Classification Using GridSearch Based Recursive Feature Elimination with Cross-Validation Scheme
1 Background
2 Materials and Methods
2.1 Feature Vector Creation
2.2 Recursive Feature Elimination with Cross-Validation
2.3 Classification Process
3 Experiments and Results
3.1 Classification Performance of Previous Published Techniques
3.2 Classification Performance of RFECV Techniques
4 Conclusions
References
Turner Syndrome Prognosis with Facial Features Extraction and Selection Schemes
1 Introduction
2 Materials and Methods
2.1 Turner Syndrome
2.2 Data Collection
2.3 Proposed Methodology
2.4 Experimentation and Evaluation Metrics
3 Results and Discussions
4 Conclusions
References
Semi-automated Construction of Air Pollution Domain Ontology
Abstract
1 Introduction
2 Construction Method
3 Knowledge Extraction Method
3.1 Entity Relationship Extraction
3.2 Core Concept Extraction
4 Results
4.1 Knowledge Extraction Results
4.2 Air Pollution Ontology
4.3 Semantic Reasoning
5 Conclusion
Acknowledgments
References
Research on Taxi Sharing Mode Based on Live Map Matching
Abstract
1 Introduction
2 Taxi Sharing Model Design
2.1 Model Assumptions
2.2 Model Assumptions
2.3 Constraints
3 Algorithm Design
3.1 Clustering Algorithm
3.2 Seat Matching Algorithm
3.3 Path Algorithm Design
3.4 Charging Algorithm
4 Study Design
5 Experimental Results
6 Conclusions
Acknowledgments
References
Application of Particle Spacing Based PSO Algorithm in Sintering Batching
Abstract
1 Introduction
2 Improved Particle Swarm Principle
2.1 PSO Algorithm
2.2 Particle Spacing Based PSO Optimization Algorithm
2.2.1 Improving the Basic Principles of the PSO Algorithm
2.2.2 Algorithm Flow
3 Simulation Experiments and Comparison
3.1 Objective Functions and Constraints
3.2 Calculation Results and Analysis
3.3 Comparison with Other Algorithms
4 Conclusion
References
An Automatic Turner Syndrome Identification System with Facial Images
1 Introduction
2 Materials and Methods
2.1 Data Collection
2.2 Proposed Methodology
3 Results and Discussions
4 Conclusions
References
Travel Route Recommendation via Location-Based Social Network and Skyline Query
Abstract
1 Introduction
2 Related Works
2.1 Location-Based Social Networks (LBSNs)
2.2 Route Path Planning
3 System Framework
4 Experiments
5 Conclusions
Acknowledgement
References
The Research of Applying Affective Computing Based on Deep Learning for eSports Training
Abstract
1 Introduction
2 Related Works
2.1 Emotional Expression
2.2 Facial Action Coding System
2.3 Affective Computing
2.4 Facial Expression Recognition
2.5 Transfer Learning
3 Method
3.1 The Operational Definition of Gaming Emotions
3.2 The Collection of Facial Expression Images
3.3 The Training of Facial Gaming Emotion Recognition Model
4 Environment and Results
5 Conclusion and Future Work
References
A Preliminary Study of Transferring the Existing CNN Models for Small-Size Nuclei Recognition in Histopathology Images
1 Introduction
2 Proposed Adaptable Transfer Learning
2.1 The Existing CNN Models
2.2 Motivation of Our Proposed Method
2.3 The Constructed CellNet and the Adaptable Transfer Learning
3 Experimental Results
3.1 The Dataset
3.2 Results
4 Conclusion
References
Improving Skin Lesion Segmentation with Deep Convolutional Generative Adversarial Networks
Abstract
1 Introduction
2 Method
2.1 Structure and Configuration of DCGAN
2.2 Structure and Configuration of FC-densenet
2.3 Overall Structure
3 Experimental Design and Results
3.1 Database and Implementation
3.2 Evaluation Metrics
3.3 Evaluation on Adversarial Learning for Skin Lesion Features
3.4 Comparative Experiment on Different Method
4 Conclusion
References
Enhanced Intelligence Using Collective Data Augmentation for CNN Based Cataract Detection
1 Introduction
2 Related Work
3 Methods
3.1 Gaussian Scale-Space Theory (GST)
3.2 General Data Augmentation Settings
3.3 Data Preprocessing
3.4 Convolutional Neural Network
4 Experiments and Results
4.1 Dataset
4.2 Performance Metrics
4.3 Experimental Setup
4.4 Results and Analysis
5 Conclusion
References
A Deep Learning Method for MRI Brain Tumor Segmentation
1 Introduction
2 Related Work
3 Methodology
3.1 Related Concepts
3.2 Data Set
4 Results
5 Conclusion
References
Research on the Influence of BBL and EBL on Students’ Learning Factors in Digital Sculpture Course
Abstract
1 Introduction
2 Research Background
2.1 Digital Sculpt
2.2 Blend Based Learning (BBL)
2.3 Example-Based Learning (EBL)
3 Method
3.1 Course Design
4 Result
5 Conclusion
Conflict of Interest
References
The Study on the Access Mechanism for My Health Bank
Abstract
1 Introduction
1.1 Background and Motivation
1.2 Research Purpose
2 Related Works
2.1 Electronic Medical Record
2.2 Personal Health Record
2.3 “My Health Bank” System
2.4 Role-Based Access Control
3 Role-Based Access Control for My Health Bank
3.1 The Download Process of XML File of “My Health Bank” System
3.2 System Architecture
4 Conclusions and Future Works
Acknowledgements
References
Semantic-Aware Techniques Enhanced Recommendations in Social Network
Abstract
1 Introduction
2 System Architecture
3 Conclusions
References
Transportation Management and Logistics System with Business Intelligence Approach
Abstract
1 Introduction
2 Literature Review
3 Transportation Management and Logistics System
3.1 Architecture Overview
3.2 Data Collection Tools
3.3 Data Analytics Mechanism
4 Data Analytics and Result
5 Conclusion
References
A Sharing Platform of Emergency Cars Based on Blockchain Environment
Abstract
1 Introduction
2 Related Works
2.1 Technologies
2.2 Research
3 Framework Design of Shared Vehicle Platform
3.1 Components of the Shared Vehicle Platform
3.2 Mechanism and Process of the Scheme
3.3 Scenario
4 Priority Passing Smart Contract
5 Conclusion and Future Work
Acknowledgments
References
The Design of Collaborative Surveillance System Based on Blockchain Technology
Abstract
1 Introduction
2 Related Work
3 Proposed Solution
3.1 Block Structure
3.2 Collaborative Human Detection
4 Conclusion
References
Witch Roundtable: Investigating PCG for Player Experience
Abstract
1 Introduction
2 Direct Level Generation
2.1 Application of PCG and Pseudo Random Numbers
2.2 Algorithm Design
3 Story, Settings and Characters
3.1 Game World
3.2 2D Art PC and NPCs
4 Conclusion
References
Virtual Reality Applied to Astronomy Education in Primary and Middle School
Abstract
1 Preface
2 Literature Review
3 Methods
3.1 Space Center
3.2 Gravity Experiment
3.3 Lunar Exploration
3.3 Lunar Exploration
3.4 Mars Exploration
3.5 Optimized Textbook Checklist
4 Research Results
References
Usage-Aware Resource Allocation in Edge Computing
Abstract
1 Introduction
2 Related Work
3 Usage-Aware Resource Allocation Algorithms
4 Performance Evaluation
5 Conclusion
Acknowledgement
References
Breast Cancer Classification with Ultrasound Images Based on SLIC
1 Introduction
2 Related Research
3 BCCUI
3.1 Extraction of Region of Interest
3.2 Features Extraction
3.3 Classification
4 Experimental Results
5 Conclusion
References
Research on Gene Similarity Search Algorithm in Heterogeneous Network
Abstract
1 Introduction
2 Principle of GSim-Miner Algorithm
3 Weighted Meta-Path Genetic Similarity Search Algorithm GSim-Search
3.1 Construction of Association Path and Weight
3.2 Computing Gene Similarity Based on Weighted Element Path
4 Experimental Results and Analysis
4.1 A Contrast Experiment on Predicting the Similarity of Pathogenic Genes in Breast Cancer
4.2 A Contrast Experiment on Predicting the Similarity of Pathogenic Genes in Obesity
References
Granger-Causality Mining in Atmospheric Visibility Based on Deep Learning
Abstract
1 Introduction
2 Related Work
3 Methodology
3.1 Granger-Causality
3.2 Time Series Forecast by Deep Learning
3.3 Granger-Causality Score
4 Experiment
4.1 Dataset
4.2 Performance Evaluation
5 Conclusion
Acknowledgment
References
eNB-Assisted Peer Discovery Mechanisms for D2D Communications in LTE-Advanced Networks
Abstract
1 Introduction
2 Literature Review
2.1 Device-to-Device Communication and Peer Discovery
2.2 Related Research
2.3 Half-Duplex and In-Band Emission Issues
3 Proposed D2D Discovery Mechanisms
3.1 eNB-Centralized Discovery Mechanism
3.2 eNB-Assisted Discovery Mechanisms
4 Performance Analysis
5 Conclusion
Acknowledgments
References
Combined General Vector Machine for Single Point Electricity Load Forecast
1 Introduction
2 GVM Model and the Monte Carlo Training Algorithm
3 Single Point Forecast Modeling and the Combined Model
4 Experiments and Analysis
4.1 Comparisons on the Single Point Forecast Models
4.2 Comparisons on the Combined Model
5 Conclusion
References
Chatbots for Smart Customer Services on Official Museum Websites
Abstract
1 Introduction
2 Background
3 Architecture
3.1 Frequently Asked Questions (FAQs) on the Museum Website
3.2 Service Channels
3.3 NLU
3.4 Human Intervention
3.5 Feedback
4 Benefits
5 Challenge
5.1 Integrating Brand, Image, and Marketing
5.2 Artificial Intelligence
5.3 Expanding the Knowledge Base
6 Conclusion
References
An Implementation of House Rental Platform with Blockchain Technology
Abstract
1 Introduction
2 Literature Review
2.1 Blockchain Technology
2.2 Ethereum Technology and Its Applications
2.3 House Rental Websites in Taiwan
3 A House Rental Platform of Blockchain
4 Conclusion
References
Using XGBoost for Cyberattack Detection and Analysis in a Network Log System with ELK Stack
1 Introduction
2 Background Review and Related Work
2.1 ELK Stack
2.2 XGBoost
2.3 Related Works
3 System Design and Implementation
3.1 System Architecture
3.2 Dataset Preprocessing
3.3 XGBoost Model Training and Prediction
4 Experimental Environment
4.1 Hardware Specification
4.2 ELK Stack Network Usage
4.3 ELK Stack Attack Analysis
4.4 XGBoost Model Prediction
4.5 Model Evaluation
5 Conclusions and Future Works
5.1 Conclusions
5.2 Future Works
References
The Deep Learning Modules for Cyberattack Identification in NetFlow Data Log with Ceph
1 Introduction
2 Background Review and Related Work
2.1 Ceph
2.2 Recurrent Neural Networks
2.3 Keras
2.4 Related Works
3 System Design and Implementation
3.1 System Architecture
3.2 System Services
3.3 Data Collection
3.4 Data Storage
3.5 Data Preprocessing
4 Experimental Results
4.1 Experimental Environment
4.2 Historical Flow Changes
4.3 Abnormal Analysis Result
5 Conclusions and Future Work
5.1 Conclusions
5.2 Future Work
References
The Implementation of a Network Log System Using RNN on Cyberattack Detection with Data Visualization
1 Introduction
2 Background Review and Related Work
2.1 Elasticsearch
2.2 Logstash
2.3 Kibana
3 RNN
3.1 Grafana
3.2 Related Works
4 System Design and Implementation
4.1 System Architecture
4.2 Hardware Specification
5 Experimental Results
5.1 ELK Stack Log Monitoring
5.2 RNN Model
5.3 Grafana Metric Performance
6 Conclusions and Future Works
6.1 Conclusions
6.2 Future Works
References
Designing a Near Optimal Solution via Simulated Annealing for Dimensional Chain Assembly
1 Intorduction
2 Problem Definition
3 Proposed Solution
4 Simulation
5 Conclusion
References
The Implementation of Pressure Measurement of Feet and Jogging Position Adjustment System
Abstract
1 Introduction
2 Introduction to System
3 The Implementation of Hardware
4 APP Design of the Proposed System
5 Conclusion
References
An Integrated Framework of Supply Chain Traceability Based on Blockchain Technology
Abstract
1 Introduction
2 Background and Related Work
2.1 Traditional Supply Chain
2.2 Blockchain and Smart Contracts
3 System Design
3.1 Smart Contract
4 Application Scenario
5 Conclusion
An Ontology Based Approach for User Preference Statistics
Abstract
1 Introduction
2 Model Description
2.1 Semantic Similarity Calculation
2.2 Rating Similarity Calculation
2.3 Integration of User Preference Statistics and Item Recommendation
3 Experience and Evaluation
3.1 Datasets
3.2 Evaluation Criteria
3.3 Experiment Results
4 Conclusion
Acknowledgement
References
An Adjustable-Tree Method for Processing Reverse Nearest Neighbor Moving Queries
Abstract
1 Introduction
2 The Adjustable-Tree Method
2.1 The Construction of the Adjustable-Tree
2.2 The Incremental Maintenance of the Adjustable-Tree
3 Comparison
4 Performance Evaluation
5 Conclusion
Acknowledgments
References
The Implementation of Objects Detection and Analysis Using Deep Learning with GPU
1 Introduction
2 Background Review and Related Work
2.1 Azure
2.2 TensorFlow
2.3 Image Recognition
2.4 OpenCV
2.5 Related Works
3 System Architecture
3.1 System Architecture
3.2 System Environment
4 Experimental Results
5 Conclusion
References
A Holistic and Local Feature Learning Method for Machine Health Monitoring with Convolutional Bi-directional LSTM Networks
Abstract
1 Introduction
2 Related Work
2.1 Machine Health Monitoring
2.2 Convolutional Neural Networks (CNN)
2.3 Long Short Term Memory (LSTM)
3 Model Design
3.1 Model Process
3.2 Model Training
4 Experiment
4.1 Data Description
4.2 Experimental Setup
4.3 Experimental Result
5 Conclusion
References
The Explore of Using Deep Learning Models for Fake News Classification
Abstract
1 Introduction
2 Related Work
2.1 ELMO
2.2 Word2vec
3 Research Method
4 Result
5 Discussion and Conclusion
References
A Research on Interactive Advertisements in Public Area
Abstract
1 Introduction
2 Interactive Advertising Framework
2.1 IAF Management Platform
2.2 IAF Basic Elements
2.3 IAF System Flow
3 Discussion and Conclusions
References
Measuring Public Opinion with Social Media Use in Local Government of Asian Cities
Abstract
1 Introduction
2 Related Work
2.1 Opinion Tracking and Trend Analysis
2.2 Text to Quantization Model and TF-IDF Algorithm
3 Design and Implementation
3.1 Overall Design of the System
3.2 System Component Function Design
3.3 Discrete-Event Simulation
3.4 Scheduling Synchronization and Load Balancing
4 Conclusion
Acknowledgment
References
Research of Investment Strategies of Periodic Versus Active for the Yuanta Taiwan Dividend Plus ETF
Abstract
1 Introduction
2 Data Set
3 Investment Strategies
3.1 Periodic
3.2 Active
4 Expected Conclusion
References
A Study for the Operating Case of Stationery Industries to Modeling Sales Forecasting Performance
Abstract
1 Introduction
2 Related Studies
2.1 Sales Forecasting
2.2 Exponential Smoothing
3 Research Methodology
4 Research Results
4.1 Stably Growing Product Line
4.2 Declining Product Line
4.3 Irregularly Growing Product Line
4.4 Special Sales Product Line
5 Conclusions
References
Exploring the Relationship of Regular Exercise and Physical Health of in Taiwan
Abstract
1 Introduction
2 Problem Statement
3 Study Aims and Hypotheses
4 Literature Review
5 Research Design
6 Protection of Human Subjects
7 Conclusion
References
Vehicle Detection and Tracking in Night Times Using Vision and Rear Features with an Intelligent Methodology
Abstract
1 Introduction
2 Nigh-Time Vehicle’s Characteristics
3 Methodology
3.1 Region of Interest
3.2 Lane Detection
3.3 Taillight Extraction
3.4 Taillight Pairing
3.5 Fuzzy Rules-Based System
4 Experimental Result
5 Conclusion
References
Unsupervised Labeling and Keyword Identification from Conversational Contexts
Abstract
1 Related Work
1.1 CKIP Semantic Parser [1]
1.2 TF-IDF [2]
2 Pre-training Tasks
2.1 Task#1 Keyword Extraction Methods (CKIP Semantic Parser)
2.2 Task#2 TF-IDF Weight and Semantic Relation Matching
3 Model
References
Design and Development of the Blood Cell Hazard AR Game
Abstract
1 Introduction
2 Game-Based Learning
3 Mobile Learning
4 Augmented Reality
4.1 What Is Augmented Reality?
4.2 Advantages of Augmented Reality
5 The Blood Cell Hazard AR Game
References
The Taboos of Taiwaness Ghost Month
Abstract
1 System Motivation and Purpose
2 Operating System
3 Game Introduction
3.1 Level 1 Do not Hang Wind Chimes
3.2 Level 2 Do not Insert Chopsticks Directly into Rice During a Meal
3.3 Level 3 Do not Dry Clothes in the Middle of the Night
3.4 Level 4 Do not Pick up Money or Wallets on the Ground
3.5 Level 5 Avoid the Water’s Edge
3.6 Special Level When You Walk on the Road at Night, Do not Turn Around Rashly if Someone Pats You on the Shoulder
3.6.1 Wind Blowing Effect
3.6.2 Effect of Water Ghost Capturing Alternation
3.6.3 Effect of Being Patted at a Shoulder
4 Conclusion
References
Prediction of Shenzhen Component Index Based on PCA and SVM
Abstract
1 Introduction
2 Influencing Factors of Shenzhen Component Index
3 Principle of PCA
4 Principle of SVM
5 Experiment
5.1 Processing of PCA
5.2 Support Vector Machine Model Establishment
5.3 Results
6 Conclusion
References
Human Resource Management Under the Impact of Artificial Intelligence
Abstract
1 Artificial Intelligence
1.1 Concept of AI
1.2 The Development Trend of AI
2 The Impact of AI on Human Resources Industry
2.1 Restructuring of Human Resources Industry
2.2 Human Resource Service Is Highly Intelligent
2.3 Labor Supply Side Structural Reform
2.4 Human Resource Service Model Changing
3 Application of AI in the Human Resources Industry
3.1 Human Resources Planning
3.2 Recruitment
3.3 Training and Development
3.4 Compensation and Performance
3.5 Staff Service
4 How Human Resource Practitioners Respond to AI?
4.1 Change the Mindset
4.2 Redefining HR Mission
4.3 Learning Human-Machine Cooperation
4.4 Establish AI+ Human Resources Technology Strategy
5 Conclusion
Acknowledgments
References
Studies on Automated Combustion Control System Based on Oxygen Content for Gas-Fired Boilers with Applications
Abstract
1 Overview
2 Analysis of Combustion Optimization Control System
2.1 Steam Gas-Fired Boiler Control System
2.2 Combustion Optimal Control System with Excess Air Coefficient Correction
2.3 Combustion Optimal Control Strategy with the Feed Forward Signal of Air Supply Temperature
3 Debugging of Control System Parameters
4 Application Cases
4.1 Application Case 1
4.2 Application Case 2
References
Vibration Fault Diagnosis of 220 kV GIS Equipment Based on Neural Network
Abstract
1 Introduction
2 Construction of Neural Network
3 Case Analysis of 220 kV GIS Equipment
3.1 Ultrasonic Testing
3.2 UHF Testing
3.3 Gas Analysis
3.4 Confirm and Elimination of Faults
4 Conclusion
Acknowledgments
References
Hierarchical Control Strategy for DFIG-Based Wind Farm to Enhance the Frequency Stability
Abstract
1 Introduction
2 Regulation Ability of DFIG-Based Wind Turbine by Overspeed Method
3 Design of Hierarchical Control Strategy for DFIG-Based Wind Farm
3.1 Wind Farm Control Layer
3.2 Wind Turbine Unit Control Layer
4 Simulation Study
5 Results
Acknowledgments
References
Public Opinion Guidance of the Network System in Colleges and Universities
Abstract
1 Introduction
2 Problems of the Public Opinion Guidance of the Network System in Colleges and Universities
2.1 The Way of Public Opinion Supervision and Guidance in the Network System Is Lagging
2.2 The Supervision and Monitoring Mechanism of Public Opinion of the Network System Is Not Perfect
2.3 Public Opinion Supervision and Guidance of Network System Is More Difficult
2.4 Public Opinion in Network System Is Difficult to Be Controlled by Group Polarization
3 Countermeasures of Public Opinion Guidance of the Network in Colleges and Universities
3.1 Official Platforms Should Timely Release Authoritative Information and Countermeasures
3.2 Establish and Improve Public Opinion Monitoring and Early Warning Mechanism of Network System
3.3 Do a Good Job of Leading the Public Opinion of the Network System on the Official Platform
3.4 Enhance the Role of Opinion Leaders in Guiding Public Opinion of the Network System
4 Summary
References
A Method of Spacecraft Leak Detection Based on Acoustic Emission
Abstract
1 Introduction
2 Acoustic Emission Detection Principle
3 Leak Detection Experiment System Design
3.1 Leak Simulation System
3.2 The Signal Acquisition System
4 Acoustic Emission Signal Characteristics Analysis
5 Conclusion
Acknowledgments
References
Design and Implementation of Machine Tool Energy Consumption Information Management System
Abstract
1 Introduction
2 Architecture of Machine Tool Energy Consumption Information Management System
3 Workflow of Machine Tool Energy Consumption Information Management System
4 Function Module Design of Machine Tool Energy Consumption Information Management System
5 Conclusion
Acknowledgments
References
Understanding Relevance Judgment in Users’ Information Retrieval Behaviour: A Study Based on Library Logs and the MURM
Abstract
1 Introduction
2 Feature Characterizing of MURM Factors for Academic Search
3 Experiment and Results
3.1 Data Sources and Preprocessing
3.2 Performance and Evaluation
4 Conclusion
References
Information Collection Principles, Main Channels and Common Methods of Public Sector Websites
Abstract
1 Basic Principles of Information Collection for Public Sector Websites
1.1 Authority and Authenticity
1.2 Systematization and Reliability
1.3 Initiative and Timeliness
2 The Main Channels of Information Collection in Public Websites
2.1 Mainstream Media Websites
2.2 Large Commercial Websites and Social Organization Websites
2.3 Network Community and Personal Websites
3 Common Methods of Information Collection in Public Sector Websites
3.1 On-Site Collection Method
3.2 Investigation and Research Methods
3.3 Professional Database Retrieval Method
3.4 Online Search Method
3.5 Software Collection Method
4 Conclusion
Acknowledgments
References
The Enlightenment of the Development of MOOC in the United States on China’s Higher Education
Abstract
1 Introduction
2 Development of MOOC
2.1 Development of MOOC in the United States
2.2 Overseas Development of MOOC
3 The Operating Mechanism of MOOC in American Higher Education
3.1 Teaching Team
3.2 Course Development
3.3 MOOC Teaching
3.4 Course Support and Management
3.5 University Alliance
4 The Development of MOOC in Higher Education in China
4.1 The Operating Mechanism of MOOC Platform Is Not Perfect
4.2 Poor Teaching Effect
4.3 The Number of University Alliances Is Small
5 Enlightenment from the Development of MOOC in the United States
5.1 Establishing and Improving the Operational Mechanism of MOOC Platform
5.2 Improve the Teaching Effect of MOOC
5.3 Actively Develop University Alliance
6 Conclusion
Acknowledgments
References
Research on Practice Teaching System of Production Logistics System Design and Simulation
Abstract
1 Introduction
2 Practice Teaching of Production Logistics System Design
2.1 Analysis of Facility Layout Planning
2.2 Analysis of Handling System
2.3 Inventory Control of Raw Material and Product
2.4 Transportation Path Optimization
3 Production Logistics System Based on Simulation
4 Conclusion
Acknowledgement
References
Hybrid Encryption Algorithm Based on AES and RSA in File Encryption
Abstract
1 Introduction
2 Overview of AES and RSA Algorithms
2.1 Overview of AES Algorithm
2.2 RSA Algorithm Overview
3 A Hybrid Encryption Scheme for AES and RSA
3.1 Hybrid Algorithm Encryption File Theory Overview
3.2 Hybrid Algorithm Key Generation
3.3 Hybrid Algorithm Encryption Principle
3.4 Hybrid Algorithm Decryption Principle
4 Experiment and Result Analysis
5 Summary and Outlook
Acknowledgments
References
The Empirical Study on the Contribution of Goods Trade to GDP Growth—Based on China’s Data
Abstract
1 Introduction
2 Empirical Analysis
2.1 Time Series Stationarity Test
2.2 Autocorrelation Test
2.3 Hysteresis Test
2.4 Test the Data Stationarity with the ADF Function
2.5 Causality Test Between Variables
2.6 Establishing a Model
2.7 Preliminary Regression of OLS Method
2.8 Model Test
2.9 Model Expansion
2.10 Cointegration Test
3 Data Forecast
3.1 Forecast New Value (Point Estimate)
3.2 Establish a Prediction Interval for New Values (Interval Estimates)
4 Conclusion
References
Software Design of Indoor Robot Motion Controller System
Abstract
1 Introduction
2 System Software Program Design
2.1 System Software Design, Main Program Flow Chart
2.2 Motor Control
2.3 Speed Closed Loop Control
2.3.1 Introduction of PID Control Algorithm
2.3.2 Variable Speed Control
2.3.3 Steering Engine Control Algorithm
2.4 Image Acquisition Algorithm
3 Simulation and Operation Results
4 Conclusion
References
Long-Distance Damage Detection In Situ Using Magnetostriction Materials
Abstract
1 Introduction
2 Principle of Damage Detection Based on Ms Materials
3 Experimental Design
4 Damage Detection Based on Ms Materials
5 Conclusion
Acknowledgments
References
Cloth Simulation Algorithm Based on the Mass-Spring Model and the Non-planar Vortex Lattice Model
Abstract
1 Introduction
2 Establishment of the Mass-Spring Model
3 Establishment of the Non-planar Vortex Model
3.1 Introduction of Conditions
3.2 Application of the Non-planar Vortex Lattice Method
4 Results of the Experiment
5 Conclusion
References
Design of Resource and Environmental Attributes Database of Machine Tool Manufacturing Processes
Abstract
1 Introduction
2 Architecture of Resource and Environmental Attributes Database of Machine Tool Manufacturing Processes
2.1 System Overall Structure Design
2.2 Design of System Development
2.3 Design of System Development
3 Database Design
3.1 Implementation of C# Accessing SQL Server 2008 Database
3.2 Table Structure Design
4 Database Core Workflow
5 Conclusion
Acknowledgments
References
Design and Implementation of Intelligent Management System for Livestock Farm Based on Internet of Things
Abstract
1 Introduction
2 Overall System Design
2.1 System Function Design
2.2 System Architecture Design
3 Design of ZigBee Node and RFID
3.1 ZigBee Terminal Node
3.2 ZigBee Coordinator Node
3.3 Design of RFID
4 Cloud Server Module Design
4.1 Environmental Management Module
4.2 Kinship Analysis Module
4.2.1 Calculation of Inbreeding Coefficient
4.2.2 Calculation of Kinship
5 Experiments and Result Analysis
5.1 RFID Module Function Test and Analysis
5.2 ZigBee Module Communication Stability Test
5.3 ZigBee Module Communication Accuracy Test
6 Summary and Outlook
Acknowledgments
References
Identification of the Origin of Zanthoxylum Bungeanum by Electronic Nose Combined with Fuzzy Neural Network
Abstract
1 Introduction
1.1 Material and Preparation
1.2 Instruments and Equipment
2 Variable Selection
3 Establishment of Classification Model
3.1 BP Neural Network Classifier
3.2 BP Fuzzy Neural Network
4 Results and Analysis
5 Conclusion
Acknowledgments
References
Explorations of the Intelligence Logistics Mode Based on Big Data
Abstract
1 Introduction
2 The Construction Thought of Intelligent Logistics Mode Based on Big Data
3 The Construction Elements of the Intelligence Logistics Mode Based on Big Data
3.1 The Construction of Perceptual Side
3.2 The Construction of Perceptual Side
3.3 The Cloud Intelligence
3.4 The Design of the Application Side
4 The Construction Path of Intelligent Logistics Mode Based on Big Data
4.1 Platform of Electronic Commerce Logistics
4.2 Platform of Electronic Logistics
4.3 Platform of Electronic Governmental Logistics
5 Conclusion
References
Design of Flight Simulation Platform Based on Godson
Abstract
1 Introduction
2 Godson Target
3 Simulation Platform Overall Design
4 Real-Time Simulation Model
5 Simulation Experiment
6 Conclusion
References
Media Technology: Material Foundation for the Transformation and Development of Newspaper Industry
Abstract
1 Introduction
2 Contrast Between Traditional Newspaper Industry and New Newspaper Industry
2.1 Traditional Newspaper Industry
2.2 New Newspaper Industry
3 Strategies for the Transformation and Development of Traditional Newspaper Industry
3.1 Using Media Technology to Implement Strategic Transformation
3.2 Making Good Use of Media Technology to Strengthen Regional Integration
3.3 Determining the Core of Development Advantage
3.4 Creating a Diversified Business Pattern
4 Conclusion
Acknowledgments
References
Visual Animations Content Feature Analysis Based on Image Information Extraction
Abstract
1 Introduction
2 Visual Animation File Structure and Animation Theory
2.1 File Structure
2.2 Animation Formation Principle
3 The Advantages of 3D Modeling Software
3.1 Visual Animation Feature Description
3.2 Visual Animation Content Feature Extraction Platform
4 Visual Animation Image Information Extraction
5 Conclusion
References
Financial Support Mechanism for the Transition and Development of Yunnan Resource-Based Cities in Supply-Side Structural Reform
Abstract
1 Introduction
2 Resource-Based Cities
3 Necessity of Financial Support for Supply-Side Structural Reform of Yunnan Resource-Based Cities
3.1 Financial Support Is Indispensable to Satisfy the Financing Needs of Practitioners in Yunnan Resource-Based Cities
3.2 Financial Support Is Indispensable to Solve the Imbalance of Supply-Side Structure in Yunnan Resource-Based Cities
3.3 Financial Support Is Indispensable for Resolving Supply-Side Structural Reform Risks in Yunnan Resource-Based Cities
4 The Countermeasure of Financial Support for Yunnan Resource-Based Cities in Supply-Side Structural Reform
4.1 Make up for the Shortcomings: Give Play to the Role of Policy Finance as a Water Test and Properly Improve Risk Tolerance
4.2 Guiding the Flow of Funds and Supporting the Industrial Upgrading of Resource-Based Enterprises
4.3 De-capacity and De-inventory: Improving the Risk Management Level of Commercial Banks and Reducing the Positive Feedback Effect Along Cycle
5 Conclusion
Acknowledgments
References
Development of Rural Tourism Informatization in Jilin Province Based on Intelligent Tourism
Abstract
1 Introduction
2 The Development Achievement of Rural Tourism in Jilin Province
3 The Deficiency of Developing Rural Tourism Informatization in Jilin Province
4 The Way to Develop Rural Tourism Informatization in Jilin Province
5 Summary
References
Analysis on the Institution of Standardization in the Development of China’s Electronic Information Industry
Abstract
1 Introduction
1.1 Evolution of Standardization: From Basic Role to Macro Role
1.2 The Role of Standardization in Scientific and Technological Innovation
1.3 The Role of Standardization in Industrial Development
1.4 The Role of Standardization in Social Governance
1.5 The Role of Standardization in International Trade
2 Accelerate the Implementation of Standardization Strategy to Ensure China’s Electronics Policy Measures for Information Industry
2.1 Top Level Design
2.2 Establishing a Standardized Perspective on Industrial Security Early Warning Mechanism
3 Optimize the Construction of Standards System and Implement Standards to Improve Industrial Safety Application and Regulatory Mechanisms
4 Conclusion
Acknowledgments
References
The Implementation of Flipped Classroom in College English Teaching Based on “Internet +”
Abstract
1 Introduction
2 The Influence of “Internet +” on College English Teaching
3 The Concept and Necessity of Flipped Classroom
4 The Strategies to Apply Flipped Classroom in College English Teaching
5 Summary
References
Recognition of Foreign Objects in Food Images Using Support Vector Machine
Abstract
1 Introduction
2 Model Construction
3 Experimental Methods
3.1 Flow Chart
3.2 Preliminary Segmentation Recognition Results
3.3 Analysis and Extraction of Foreign Object Features in Images
4 Experimental Analysis
4.1 Analysis of Experimental Data
4.2 Training and Testing
5 Conclusion
Acknowledgments
References
Application Research of Computer Network Technology in Electronic Information Engineering
Abstract
1 Introduction
2 Electronic Information Engineering Overview
2.1 Electronic Information Engineering Concept
2.2 Characteristics of Electronic Information Engineering
3 Introduction to Computer Network Technology
3.1 Computer Development
3.2 Composition of Computer Network Technology
4 Application Practice of Network Technology in Electronic Information Engineering
4.1 Information Transfer
4.2 Information Security
4.3 Technical Application
4.4 Equipment Development
4.5 Resource Sharing
5 Conclusion
References
Edition and Review of the Network Manuscripts of Government Affairs
Abstract
1 Characteristics of the Government Affairs Network Manuscripts
1.1 Hypertext Link
1.2 Multimedia Assistance
1.3 Separation of Heading and Text
2 The Editing Principle of the Government Affairs Network Manuscripts
2.1 Outstanding Highlight and Novel Creativity
2.2 Concise Language and Specific Accuracy
3 The Heading and Key Words of the Government Affairs Network Manuscripts
3.1 Heading Setting
3.2 Keyword Setting
4 The Key Points of Reviewing the Government Affairs Network Manuscripts
4.1 Review of Political Errors
4.2 Review of Factual and Intellectual Errors
4.3 Review of Rhetorical Errors
4.4 Prevent False Network Information
5 Conclusion
Acknowledgments
References
Computer Numerical Simulation of Force-Magnetic Coupling for Steel Wire Rope with Defect
Abstract
1 Introduction
2 Computer Simulation Analysis of Mechanical Properties of Steel Wire Rope
2.1 Geometric Model Establishment
2.2 Meshing and the Contact Settings of Model
2.3 Analysis of Mechanical Result of Wire Rope
3 Analysis of Magnetic Field of Wire Rope
3.1 Analysis Results of Steel Wire Rope After Loading in Static Magnetic Field
3.2 Analysis of Wire Rope Without Load in Static Magnetic Field
4 Conclusions
Acknowledgments
References
Innovative Entrepreneurship Education of Computer Discipline in Colleges and Universities
Abstract
1 Introduction
2 Problems Existing in the Innovative Entrepreneurship Education of Computer Science in Colleges and Universities
3 Countermeasures to Improve the Quality of Computer Science Innovative Entrepreneurship Education in Colleges and Universities
4 Summary
References
The Web Penetration Based SQL Injection
Abstract
1 Introduction
2 Relation Database
3 Vulnerability of Web Technology
4 Steps of Infiltration
4.1 Collecting the Information of the Target
4.2 Finding the Injection Point of the Target
4.3 Constructing SQL Injection Statements
4.4 Guess Table Name
4.5 Guess the Filed Number of the Table
4.6 Guess the Filed Number of the Table
4.7 Explode Field Content
5 Concluding Remarks
Acknowledgement
References
The Development of Machine Translation in Big Data Era
Abstract
1 Introduction
2 Machine Translation and Its Developments
3 Changes of Machine Translation in Big Data Era
3.1 Translating Subject: MT+HT
3.2 Diversified Translating Texts’ Formats and Contents
3.3 More Profound Translating Methods
3.4 Broader Translating Scope of Text Style
4 Interpretations About Misleading Thoughts in Machine Translation
4.1 Machine Translation (MT) ≠ Computer Aided Translation (CAT)
4.2 Whether Machine Translation Can Replace Human Translation
5 Conclusion
Acknowledgments
References
Teaching of Personal Finance Management Course Based on Multimedia
Abstract
1 Introduction
2 The Orientation and Characteristic of the Personal Finance Management Course
3 The Limitation of the Traditional Teaching Method of the Course of Personal Finance Management
4 Teaching Strategies of the Course of Personal Finance Management Based on Multimedia
5 Summary
Acknowledgements
References
Cooperative Model of the English-Writing Instruction in Informatization Education
Abstract
1 Introduction
2 Feasibility of the Cooperative Model of English-Writing Instruction in Informatization Education
3 The Basic Connotation of the Cooperative Model of English Writing Instruction in Informatization Education
4 Major Measures for the Cooperative Model of English-Writing Instruction in Informatization Education
4.1 Optimizing Classroom Teaching with Modern Information Technology
4.2 Equipping Students with Sufficient and Efficient Online Resources
4.3 Establishing an Effective Group Learning Model and Cultivating Students’ Good Habits of Using Network Resources
4.4 Adopting the Formative Evaluation
5 Difficulties in Carrying Out the Cooperative Model of English-Writing Instruction in Informatization Education
5.1 Effective Coordination of Cooperative Learning
5.2 Effectiveness of Formative Supervision
6 Conclusion
Acknowledgments
References
Reform of College English Teaching Mode Guided by Formative Evaluation
Abstract
1 Introduction
2 The Connotation of Formative Evaluation
3 The Principle of the Formative Evaluation of College English Teaching
3.1 Insisting on the Connection with Practice
3.2 Insisting on the Diversity
3.3 Insisting on the Principle of Simple and Feasible
4 The Strategy of College English Teaching Reform Based on the Formative Evaluation
4.1 To Unify the Concept of Teaching Evaluation
4.2 To Realize Diversified Evaluation Subjects
4.3 To Realize the Diversified Evaluation Methods
4.4 To Combine the Terminal Evaluation with the Formative Evaluation
5 Conclusion
Acknowledgments
References
Research on College Students’ Innovation and Entrepreneurship Education from the Perspective of Social Work
Abstract
1 Introduction
2 The Role of Social Work in College Students’ Entrepreneurship Education
2.1 Social Ideas Applicable to College Students’ Entrepreneurship Education
2.2 Enlightenment and Reference of Social Work for Entrepreneurial Education
2.3 The Methods, Methods and Concepts of Social Work Apply to the Characteristics of Entrepreneurship Education
3 The Main Problems Faced by College Students’ Innovation and Entrepreneurship Education
3.1 The Curriculum of Innovation and Entrepreneurship Education Is not Reasonable Enough
3.2 Relative Lack of Innovation and Entrepreneurship Practices
3.3 Insufficient Experience in Entrepreneurship Education
4 Applying the Ideas and Methods of Social Work to Re-examine the College Students’ Entrepreneurship Education
4.1 College Students’ Entrepreneurship Education Should Focus on “Entrepreneurial Self-consciousness” and Innovative Spirit
4.2 College Students’ Entrepreneurship Education Should Pursue Establishing an Equal and Interactive Teacher-Student Relationship
4.3 College Students’ Entrepreneurship Education Should Become an Extension of Classroom Education
5 Summary
Acknowledgments
References
Computer Aided Screening of PI3K Inhibitor Molecules from Database
Abstract
1 Background
2 Material
3 Methods
4 Results
5 Conclusion
Data Accessibility
References
Numerical Simulation Study of the Magnetic Field of EMBr-Ruler
Abstract
1 Introduction
2 Construction of the Calculation Model
2.1 The Magnetic Field Governing Equation
2.2 Calculation Grid Model of Electromagnetic Field
2.3 Calculation Method
3 Calculation Results and Analysis
4 Conclusion
Acknowledgments
References
Application of Computer in Mixed Reality Technology
Abstract
1 Introduction
2 Development Trend of Hybrid Reality Technology
2.1 Overview of Hybrid Reality Technology
2.2 Advantages of Hybrid Reality Technology
2.3 Development of Hybrid Reality Technology
2.4 Development Trend of Hybrid Reality Technology in the Future
3 Characteristics of Key Technologies in Hybrid Reality
3.1 Authenticity
3.2 Real-Time Interaction
3.3 Conceiving and Conceiving
4 Application of Computer in Hybrid Reality Technology
4.1 Interaction in Hybrid Reality Environment
4.2 Computer Vision in Hybrid Reality Technology
4.3 Intelligent Computer Fusion in Hybrid Reality
5 To Sum Up
Acknowledgments
References
Transponder Uplink Signal Computer Simulation System
Abstract
1 Introduction
2 Contrast of Transponders at Home and Abroad
2.1 Development of Transponders Abroad
2.2 Development of Transponder in China
3 Analysis of Uplink Signal of Transmitter
3.1 Static and Dynamic Characteristics of Uplink Signals
3.2 Working Principle of Uplink Signal System
4 Computer Simulation System
4.1 The Meaning of Simulation Technology
4.2 Modeling Theory of Simulation System
4.3 Basic Characteristics of Computer Simulation System
4.4 The Wide Use and Important Role of Computer Simulation
5 To Sum Up
Acknowledgments
References
Research Application and Development of Key Control Technologies of Semiconductor Lighting with Solar Photovoltaic
Abstract
1 Introduction
2 The Photovoltaic Array’s Mathematical Modeling Analysis
3 The Maximum Power Point’s Tracking Design
4 The Basic Idea and Strategy of Boost New Type Semiconductor Lighting Control
5 Conclusion
Acknowledgments
References
Empirical Research of the Competency of the “First Secretary” for Poverty Alleviation in Yunnan Province Based on SPSS
Abstract
1 Questions
2 Analysis Mentality
3 Research Design
3.1 Atlas.Ti—The Extraction of Competency Model Indicators
3.2 SPSS—Validation of Competency Model Indicators
4 Conclusion
Acknowledgments
References
Personalized Network Learning Recommendation System Algorithm for Deep Learning Mode in Grid Environment
Abstract
1 Introduction
2 Grid Environment Construction
2.1 Grid Computing
2.2 Grid Environment Construction
3 Deep Learning Training Model
3.1 Recommendations Based on Deep Learning
3.2 Deep Learning Model Framework
4 Research on Personalized Recommendation Algorithms
4.1 Collaborative Filtering Personalized Recommendation Algorithm
4.2 Similarity Calculation
4.3 Similarity Calculation
5 Conclusion
Acknowledgments
References
The Method Discussion of Controlling the Parasitic Accelerations Produced by Three Axial Human Centrifuge when Simulating Pure Gz
Abstract
1 Introduction
2 Method
2.1 The Motion Model Establish of Three Axial Human Centrifuge
2.2 The Introduction of Euler Recursion Method [9]
3 Results
4 Discussions
5 Conclusion
References
Application of Piezoelectric Ceramics in Industrial Products
Abstract
1 The Introduction
2 Overview of Piezoelectric Ceramics
2.1 Development of Piezoelectric Ceramics
2.2 Piezoelectric Effect of Piezoelectric Ceramics
3 Commonly Used Piezoelectric Ceramic Industrial Products
3.1 Quartz Crystal Resonator
3.2 Piezoelectric Igniter
4 New Piezoelectric Ceramic Industrial Products
4.1 Piezoelectric Bicycle
4.2 Piezoelectric Speed Reducer
5 Conclusion
References
Moving Object Extraction Method Based on Background in Sports Video
Abstract
1 Introduction
2 Background Compensation Method
3 Creation of Global Motion Parameter Model
3.1 Translational Motion Model
3.2 Affine Motion Model
3.3 Projection Motion Model
4 Model Parameter Estimation
4.1 Common Approaches
4.2 The Proposed Model Parameter Estimation Method
4.3 Background Compensation Based on Global Motion Estimation
5 Experimental Analysis and Results
6 Conclusions
References
Research on High Speed Encryption and Decryption Technology of Link Layer Data Transmission in Big Data Background
Abstract
1 Introduction
2 Method
2.1 Error Control Technology
2.2 Ciphertext Splitting Technology
2.3 The Comprehensive Utilization of DES and RSA Algorithms
2.4 Data Security Transmission Technology Based on DES and RSA Encryption Algorithm
3 Data Sources
3.1 Research Objects and Methods
4 Results and Analysis
4.1 Program Running
4.2 Main Modules of Data Transmission
4.3 Encryption Algorithm Implementation in Secure Transmission
5 In Conclusion
Acknowledgments
References
Sensor Location Optimization Based on Multi-objective Fuzzy Decision-Making in Grape Cold Chain Transportation
Abstract
1 Introduction
2 Node Layout and Data Acquisition Scheme
3 Modeling and Optimization of Sensor Nodes
4 Data Acquisition and Verification
4.1 Data Acquisition
4.2 Statistical Test of Data
5 Conclusions
Acknowledgment
References
Scenario Making for Role-Play Game
Abstract
1 Introduction
2 Design of Scenario and Game Writing
3 The Scenario Show of the Designed Game
4 Conclusion
Acknowledgments
References
Risk Analysis and Protective Countermeasures of Computer Network Information Security in Colleges and Universities
Abstract
1 Introduction
2 Causes of Information Risk in Computer Network Information
3 The Necessity of Protecting Computer Network Information Security
4 The Risk Types of the Computer Network Security
5 Protective Countermeasures of Computer Network Information Security in Colleges and Universities
6 Summary
References
Application of Decision Tree Algorithm in Computer Foundation Achievement Analysis
Abstract
1 Decision Tree Technology of Data Mining
2 Decision Tree Technology ID3 Algorithm
3 Achievement Analysis Process
3.1 Data Collection
3.2 Data Cleaning
3.3 Data Conversion
3.4 Data Reduction
4 Decision Tree Implementation Method
5 Construction Decision Tree
6 Existing Problems
7 Conclusion of Decision Tree Algorithm
References
Breeding Pig’s Butt Detection Based on SSD
Abstract
1 Introduction
2 Related Work
2.1 The Development of Neural Network in Computer Vision
2.2 Object Detection
3 Method
3.1 The Framework of SSD
3.2 Preprocessing of Video
3.3 Breeding Pig’s Buttock Detection
4 Conclusion
Acknowledgments
References
Implementation of Intelligent Home Control System Based on Internet of Things
Abstract
1 Introduction
2 Thought and Implementation of Intelligent Home Control System Design
3 Design and Implementation of Intelligent Home
4 System Testing
References
Mode of Community Intelligent Old-Age Service from the Perspective of “Internet+”
Abstract
1 Introduction
2 The Basic Ideas of Community Intelligent Old-Age Service
3 The Basic Thought of Community Intelligent Old-Age Service
4 The Service Contents of Community Intelligent Old-Age Service
5 Summary
Acknowledgement
References
User Operation Strategy of Bookstore APP Under the Background of Big Data
Abstract
1 Introduction
2 User Participation Is the Core Value of Internet Products
3 Strategies and Methods of User Operation
3.1 Establish High-Quality Growth Path and Product Mechanism
3.2 Establish User Incentive System
3.3 Conduct Classified and Refined Operation for Users
3.4 Recall Silent Users
3.5 Drive All Users Through Some Users
4 Conclusion
Acknowledgments
References
Cost Data Analytics of Branch Division in Express Enterprise
Abstract
1 Introduction
2 Break-Even-Point Analysis Model
2.1 Traditional Break-Even-Point Analysis
2.2 Activity-Based Break-Even-Point Analysis
3 Traditional Cost Analysis of A Branch Division in S Express Enterprise
3.1 The Cost Behavior Analysis
3.2 The Traditional Cost Analysis
3.3 Break-Even-Point Analysis
4 Activity-Based Cost Analysis of A Branch Division in S Express Enterprise
4.1 Activity-Based Cost Behavior Analysis
4.2 Activity-Based Breakeven Volume Analysis
4.3 Activity-Based Breakeven Activity Volume Analysis
5 Conclusion
References
Short-Term Traffic Planning and Forecasting System Based on Vehicle-Road Coordination
Abstract
1 Introduction
2 Systems Analysis
2.1 Technical Architecture
2.2 Key Technology
2.2.1 Vehicle Road Coordination
2.2.2 Intelligent Road Side Technology with High Integration
2.2.3 Congestion Bottleneck Recognition Technology
2.2.4 Path Planning Technology
3 Functions
3.1 Determine the Location of the Congestion Point
3.2 Display the Optimal Path
3.2.1 Import Real-Time Data
3.2.2 Predict Travel Time
3.2.3 Optimal Path Selection
4 Conclusion
Acknowledgments
References
Distributed Training in Access Control Model
Abstract
1 Introduction
1.1 Construction and Decomposition of Sparse Kernel Learning Machine Optimization Problem
1.2 The Sparse Kernel Learning Machine Distribution Optimization Problem Is Solved
2 Sparse Kernel Learning Distributed Training Algorithm
3 Experiment and Result Analysis
4 Conclusion
References
Remote Sensing Image Classification Based on AlexNet Network Model
Abstract
1 Introduction
2 Literature Review
3 Research Model
4 Research Methodology
4.1 Datasets
4.2 Hyper-parameter Preprocess
4.3 Hyper-parameter Preprocess
5 Results
6 Discussion
7 Conclusion
References
Internet of Things Service Resource Registration and Discovery Framework
Abstract
1 Introduction
2 Internet of Things and Its Architecture
2.1 The Concept of Internet of Things
2.2 Internet of Things Architecture
2.3 Key Technologies of Internet of Things
3 System Design of Internet of Things Service Resources
3.1 Resource System Design
3.2 Exchange Information Model Design
3.3 Representation Layer Design
3.4 Business Logic Layer Design
4 Registration and Discovery of Internet of Things Services
4.1 What Is Service Registration and Discovery
4.2 Internet of Things Service Provision Framework
4.3 Scenario Application of Internet of Things Services
5 Conclusion
Acknowledgement
References
Application of Information Data Model in the Teaching of Corporate Performance Management
Abstract
1 Introduction
2 Theoretical Analysis and Research Hypothesis
2.1 The Theoretical Analysis
2.2 Research Hypothesis
3 Study Design
3.1 Data Sources and Sample Selection
3.2 Variable Description
3.3 Model Setting
4 The Empirical Analysis
4.1 Descriptive Statistics of Overall Samples
4.2 Regression Analysis
5 Conclusion
Acknowledgments
References
Jurisdiction Related Issues in the Operation of Electronic Money
Abstract
1 Introduction
2 The Main Performance of Electronic Currency Operations on the Conflict of Traditional Jurisdiction
2.1 Impact on Traditional Conflict Law
2.2 Impact on the Applicable Principles of Traditional Civil and Commercial Jurisdiction
2.3 Aligning with the Impact of the Law
3 The Response to the Issue of Jurisdiction in the Operation of Electronic Money in China
3.1 Establishing a More Diversifiable and Flexible Jurisdiction Standard
3.2 Adapting to the Trend of Convergence of Private International Law and Strengthening International Cooperation and Coordination
3.3 Encourage Parties to Conduct Agreement
4 Conclusion
References
Recovery of Waste Tinned Copper Wire via Chemistry-Electrowinning Method
Abstract
1 Foreword
2 Experimental Procedure
2.1 Testing Materials and Methods
2.2 Test Principle
3 Test Results and Discussion
3.1 Deplating Tinned Copper Wire
3.1.1 Effect of Concentration of Copper Sulfate and Sulfuric Acid on Tin Leaching Rate
3.1.2 Effect of Leaching Time and Temperature on de-Tinning
3.2 Electrowinning of De-tinning Solution
3.2.1 Effect of Concentration of Boric Acid on the Electrowinning Recovery of Tin
3.2.2 Effect of Constant-Voltage Electrowinning on Tin Recovery Rate
4 Regeneration of Tail Fluid
5 Conclusion
Acknowledgments
References
Intelligent Communication System for Urban Rail Traffic Vehicles and Grounds
3 Design of Intelligent Data Communication Subsystem Overview ofwords/phrases and complete the sentence.
Outline placeholder
3.1 DCS Subsystem Design
3.2 Design of Cable Communication System
3.3 Security Measures of Data Communication System
3.4 Design of Wireless Communication System
4 Ways to Improve Intelligent Communication System of Urban Rail Transit
4.1 Transport Subsystem
4.2 Broadcasting Subsystem
4.3 Video Monitoring Subsystem
4.4 System Reliability Management
5 Conclusion
References
Abstract
1 Introduction
2 Development and Function of Intelligent Communication Between Urban Rail Traffic Vehicles and Grounds
2.1 Development Process and Current Situation of Urban Rail Transit
2.2 Analysis of the Development Status of Intelligent Communication Technology
2.3 Role of Communication and Transmission System in Urban Rail Transit
Analysis and Implementation of Shared Data Synchronization Mechanism in University Information Construction
Abstract
1 Introduction
2 Data Synchronization Mechanism and Implementation
2.1 Data ETL Mechanism
2.2 Oracle Database Data Synchronization
2.3 Oracle Transparent Gateway
2.4 Third-Party Programs to Achieve Data Synchronization
2.5 Timing Data Synchronization
3 Advantages of Shared Data Synchronization Mechanism
4 Conclusion
References
Temperature Prediction of Grape Cold Chain Transportation Based on Multivariable Grey Model
Abstract
1 Introduction
2 Environmental Prediction Model of Fresh Grape Refrigerated Carriage
3 Data Acquisition and Test
3.1 Data Acquisition
3.2 GM (1,1) Model Prediction
4 Statistics and Testing of Data
5 Conclusions
Acknowledgement
References
Application of Big Data Mining in Prediction and Optimization of Mobile Communication Networks
Abstract
1 Introduction
2 Fundamental Theory Basis
2.1 Data Mining
2.2 Network Prediction
2.3 Network Optimization
2.4 Time Series
2.5 Burst Component
3 Network Prediction Algorithm Based on Data Mining
3.1 Big Data Algorithm Analysis
3.2 Outlier Detection
3.3 Prediction Analysis
4 Big Data Analysis Method in Network Optimization
4.1 Data Acquisition Module
4.2 Data Statistical Analysis Module
4.3 Data Preprocessing Module
4.4 Data Mining Module
5 Comparative Analysis of Network Prediction Effects
6 Conclusion
Acknowledgments
References
Exploration of Emotional Pattern Recognition and Emotional Model Construction Based on Big Data
Abstract
1 Introduction
2 Big Data and Emotional Computing
2.1 Big Data
2.2 Emotional Computing
2.3 Emotional Computing in Big Data Environment
3 Emotional Pattern Recognition
3.1 Face Emotion Recognition
3.2 Speech Emotion Recognition
3.3 Language and Character Emotional Recognition
3.4 Emotional Recognition of Biological and Physiological Characteristics
4 Emotional Computing Based on Single-Modal and Multi-modal Conditions
4.1 Emotional Computing Based on Single Mode Conditions
4.2 Emotional Computing Based on Multimodal Conditions
5 Exploration of Emotional Model Construction in Big Data Environment
5.1 Functional Construction of Emotional Model
5.2 Process Construction of Emotional Model
6 Concluding Remarks
References
Thoughts on the Status Quo and Development Countermeasures of Tank Washing Stations for Bulk Liquid Dangerous Chemical Tanks on the Yangtze River Main Line
Abstract
1 Introduction
2 The Status Quo Analysis of the Yangtze River Transport of Dangerous Goods
2.1 Dangerous Goods Type
2.2 Dangerous Goods Carrier Ship
2.3 Trends in the Development of Dangerous Goods
3 Changjiang Bulk Liquid Transportation of Hazardous Goods Major Problem
3.1 Relevant Legal Norms Are Weak in the Ability of the Yangtze River to Protect the Environment
3.2 The Supervision Mode Can not Keep up with the Development of Bulk Liquid Dangerous Goods Transportation
3.3 Social Management Development is Slow
3.4 Insufficient Capacity of Washing Water in Some Port Ships
4 The Yangtze River Bulk Liquid Hazardous Chemical Tanker Washing Station Development Strategy
4.1 Scientifically Guide and Steadily Promote the Planning and Construction of the Washing Station
4.2 “Internet +” Boosts Regulatory Change
4.3 Build a Long-Term Regulatory Mechanism
5 Conclusion
References
Analysis of ERP Talent Requirements Based on Python
Abstract
1 Introduction
2 Basic Technical Route
2.1 Select Recruitment Websites to Crawl
2.2 Get the Urllist of ERP Jobs
2.3 Get Details Information of ERP Jobs
2.4 Data Cleaning and Standardization
3 Data Analysis and Processing
3.1 ERP Talent Requirements Distribution
3.2 The Relationship Between ERP Salary and Position, Working Years, Industry, and City
3.3 Key Vocational Skill Requirements in Different ERP Positions
4 Conclusion
References
Applying Improved Fish Swarm Algorithm to Constrain Information Extraction and Constructing Data Mining Application Model
Abstract
1 Introduction
2 Teaching Improves the Method of Information Point Extraction
2.1 The Fish Group Behaviors were Compared with the Convergent Behavior Choices of Students in the Learning Process, and the Data Set was Established
2.2 Method Description
2.3 Application Process Description
2.4 Data Feedback to Guide Teaching Decisions
3 Data Analysis and Discussion on the Effect of Teaching Behavior
3.1 Carrying on Data Mining Analysis
3.2 Research on the Implementation Path of Decision Information Application
4 Conclusion
Acknowledgments
References
Analysis and Research of Simulated Annealing Algorithm and Parameters
Abstract
1 Introduction
2 The Basic Principle of Simulated Annealing Algorithm System
3 Metropolis Rule
4 Flow of Simulated Annealing Algorithm
5 Parameter Analysis of Simulated Annealing Algorithm Cooling Schedule
5.1 Selection of the Initial Temperature T0
5.2 Selection of the Update Function of Temperature T
5.3 Selection Principles of Mapkov Chain
5.4 End of the Selection Principle of Criterion S
6 Conclusion
Acknowledgments
References
Fracture Problem in High Strength Aluminum Alloy
Abstract
1 Introduction
2 The Concept of Fracture Toughness
2.1 Fracture Toughness
2.2 Fracture Basis
3 Factors Affecting Fracture Toughness of High Strength Aluminum Alloy
3.1 Influence of Alloy Composition
3.2 Effect of Grain Structure
3.3 The Influence of Second Phase
Acknowledgement
References
Effect of Premix Combustion on Transient Performance of Turbocharged Diesel Engine
Abstract
1 The Combustion Process of Diesel Engine
1.1 Combustion Stage Division
1.2 Study on the Law of Combustion and Heat Release
1.3 Energy Saving and Emission Reduction Ideas of Diesel Engine
2 Diesel Engine Transient Condition
3 Effect of Premixed Combustion on Transient Conditions
3.1 Premixed Combustion
3.2 Effect of Pre Injection Parameters on Emissions
4 Summary
Acknowledgments
References
Design and Development of a Teaching Management Platform for School-Enterprise Cooperative Programs
Abstract
1 Analysis of System Requirements
2 Structure of the Management System and the Design of Its Functional Modules
2.1 Structural Design of Management System
2.2 Functional Design of Management System
3 Detailed Functional Description of System
3.1 School and Enterprise End
3.2 Student End
3.3 Administrator End
4 Related Technical Parameters of System Development
4.1 Requirements of Software Technical Parameters
4.2 Requirments for Development Environment
4.3 Requirements for Hardware
References
Road Construction Technology Assessment and Decision Based on VISSIM Simulation
Abstract
1 Introduction
2 Overview of VISSIM Simulation Technology
2.1 Definition of VISSIM Simulation
2.2 VISSIM Main Features
2.3 Core Model Adopted by VISSIM
3 Traffic Road Construction Technology
3.1 The Necessity of Safety of Traffic Road Construction
3.2 Traffic Road Construction System Simulation Technical Process
3.3 Traffic Road Construction Type
4 Road Construction Technology Assessment and Decision
4.1 The Basic Principle of Traffic Simulation
4.2 Road Construction Technology Assessment
4.3 Simulation Technology Optimization Decision Process
5 Conclusion
References
Optimization of Business Investment Plan Based on Fuzzy Decision Model
Abstract
1 Introduction
2 Literature Review
3 The Fuzzy Multi-attribute Decision Model and Its Algorithm Design for Commercial Investment Scheme Optimization
4 Simulation
5 Conclusion
References
Thoughts on Basketball Teaching Reform in Colleges and Universities Under the Background of “Internet +”
Abstract
1 Introduction
2 The Influence of Internet on the Basketball Teaching Reform in Colleges and Universities
3 The Present Situation of Basketball Teaching in Colleges and Universities
3.1 Non-standard Teaching Structure
3.2 Backward Teaching Idea
3.3 Imperfect Evaluation System
4 Countermeasures on Basketball Teaching in Colleges and Universities Under the Background of “Internet +”
4.1 Forming the Teaching Idea of “Internet +”
4.2 Constructing “Internet +” Basketball Teaching Platform
4.3 Establishing “Internet +” Basketball Teaching Evaluation System
5 Summary
References
Development Status and Existing Problems of Energy Internet Industry
Abstract
1 Introduction
2 Automotive Networking Industry
2.1 Industrial Chain Analysis
2.2 Industry Scale
2.3 Problem
3 Distributed Energy Industry
3.1 Industrial Chain Analysis
3.2 Industry Scale
3.3 Problem
4 Smart Home Industry
4.1 Industrial Chain Analysis
4.2 Industry Scale
4.3 Problem
5 Smart Grid Industry
5.1 Industry Chain Analysis
5.2 Industry Scale
5.3 Problems
6 Energy Storage Industry
6.1 Industry Chain Analysis
6.2 Industry Scale
6.3 Problems
7 Suggestions
Acknowledgement
References
Application of Wavelet Neural Network Prediction Model Based on Particle Swarm Optimization
Abstract
1 Introduction
2 Based on Improved PSO-WNN Talent Demand Forecast
3 Indicator Selection and Data Preprocessing
4 Prediction of Talent Demand in Xi’an
5 Conclusion
Acknowledgments
References
Design of Desktop Electronic Metal Coin Sorting Device
Abstract
1 Introduction
2 Composition of the System
2.1 Design of A/D Conversion Circuit
2.2 LCD Circuit Design
2.3 Alarm Circuit Design
3 Stepper Motor’s Control over Acceleration and Deceleration
4 Experiment Analysis
5 Conclusion
References
Energy Saving and Consumption Reduction of Power Plant Boilers in Variable Coal Quality Environment
Abstract
1 Introduction
2 Purpose of Mixed Coal Combustion
2.1 Expanding Coal Sources
2.2 Reducing Generation Cost
2.3 Solving Combustion Defects
3 Analysis of Ignition and Burnout Temperature of Main Commonly Used Coal Samples
3.1 Indonesian Coal
3.2 Huainan Coal
3.3 Shaanxi Coal
3.4 Fengcheng Coal
3.5 Australian Coal
4 Field Test of 4 Mixed Coal Combustion
5 Effect of Mixed Coal Combustion on Boiler Economy
5.1 Blending Scheme 1 (Huainan Coal: Indonesian Coal: Fengcheng Coal = 2:2:1)
5.2 Coal Blending Scheme 2 (Huainan Coal: Indonesian Coal: Fengcheng Coal = 1:3:1)
5.3 Blending Scheme 3 (Indonesian Coal: Fengcheng Coal = 4:1)
5.4 Mixed Coal Scheme 4 (Huainan Coal: Indonesian Coal: Fengcheng Coal = 1:2:2)
6 Conclusion
References
Construction and Simulation of Rural E-commerce Ecosystem in Ethnic Regions Based on System Dynamics
Abstract
1 Introduction
2 Establishment of Ecosystem Dynamic Model of Rural E-commerce
2.1 Model Hypothesis
2.2 Causality Analysis and Model Boundary Determination
2.3 System Dynamics Flow Diagram and Model Construction
3 Dynamic Simulation of Rural E-commerce Ecosystem
3.1 Causality Test of OLS in Rural E-commerce Ecosystem
3.2 Comprehensive Analysis of Dynamic Simulation of Rural E-commerce Ecosystem
4 Conclusions
Acknowledgments
References
Research on Consumer Preference Model Based on Big Data Analysis
Abstract
1 Introduction
2 Consumer Theory Under Big Data Analysis
2.1 Implications of Big Data
2.2 Characteristics of Big Data
2.3 Consumer Preference Theory Under Big Data Analysis
3 Consumer Preference Cognition Theory
3.1 Preference Concept
3.2 Consumer Cognitive Theory
3.3 Consumer Cognitive Value Theory and Model
4 Construction of Consumer Preference Model
4.1 Consumer Dynamic Preference Measurement Model Construction
4.2 Life Cycle Theory
4.3 Theoretical Model of Consumer Behavior
5 Conclusion
References
Framework of Hurdle Technology Teaching Mode Based on “Internet+” Platform
Abstract
1 Introduction
2 “Internet+” Provides a Variety of Technology and Resource Guarantees for Hurdle Learning
3 There Are Many Shortcomings in the Traditional Teaching of Hurdle Technology
4 “Internet+” Hurdle Technology Teaching Curriculum Mode of Teaching Framework
5 Conclusions and Suggestions
References
Construction of the Teaching Faculty in Open Universities Based on Mobile Internet
Abstract
1 Introduction
2 The Necessity of the Construction of the Teaching Faculty in Open Universities Under the Environment of the Mobile Internet
3 The Countermeasures for the Construction of the Teaching Faculty in Open Universities Under the Environment of Mobile Internet
4 Summary
Acknowledgements
References
Application of Key Technologies of Efficient and Intelligent Electric Vehicle Charging Pile with Solar Photovoltaic
Abstract
1 Introduction
2 Overall Structure Design of Photovoltaic Electric Vehicle Charging Pile System
3 The Multiple Tracking Fuzzy Logic Network Control’s Maximum Power Point Tracking Algorithm
4 PI Controller’s Design Analysis
5 Research on Fast Charging Method, Steadiness and Reliability of the Electric Storage Power Storage System
6 Conclusion
Acknowledgments
References
Framework Model of Personalized Learning Recommendation System Based on Deep Learning Under the Background of Big Data
Abstract
1 Introduction
2 Existing Research Work
2.1 Foreign Research
2.2 Domestic Research
3 Personalized Learning Recommendation Framework
3.1 Deep Learning Model Framework
3.2 Personalized Learning Recommendation Framework
3.3 Big Data-Based Information Collection
3.4 Personalized Hybrid Recommendation Algorithm
4 Conclusion
Acknowledgments
References
Video Image Recognition and Early Warning Algorithm of Public Security Prevention and Control Based on Deep Learning
Abstract
1 Introduction
2 Method
2.1 Deep Learning
2.2 Character Recognition Algorithm Based on Extended Nonlinear Kernel Residual Network
2.3 Extended Nonlinear Kernel Network and Hash Image Retrieval Algorithm
3 Experiment
4 Results and Discussion
5 In Conclusion
Acknowledgments
References
Data Fusion Algorithms of Temperature in Fresh Grape Cold Chain Transportation Based on Multi-sensor
Abstract
1 Introduction
2 Temporal-Spatial Fusion Model of Data in Cold Chain Transportation
3 Algorithm Flow
4 Data Sources and Model Validation
4.1 Data Sources
4.2 Data Analysis and Model Validation
5 Conclusions
Acknowledgment
References
Designing of Scene for Role-Play Game
Abstract
1 Introduction
2 Designing Scene and Writing Game
3 Conclusion
Acknowledgments
References
Development of Raspberry Pi Based Experimental Device for High-Precision Size Measurement
Abstract
1 Introduction
2 Design and Implementation of System Function
2.1 Linear CCD Drive Design
2.2 Signal Preprocessing and Transmission
2.3 Raspberry Pi Control Core
2.4 Qt/Embedded Based Application Design
3 Key Technologies of Device
4 System Testing and Debugging
4.1 Test Process
4.2 Experimental Results and Analysis
5 Conclusion
Acknowledgments
References
Implementation of Parallel Visualization Method for Large Data Based on Cloud Platform
Abstract
1 Introduction
2 Overview of Scientific Visualization
2.1 Classification of Scientific Visualization
2.2 Scientific Visualization Tools
3 Cloud Computing and Big Data Related Technologies
4 Local Parallel Visualization
References
Practical Teaching System Construction of Financial Management Major Based on Innovation and Entrepreneurship Education
Abstract
1 Introduction
2 The Practical Significance of Training “Innovative and Entrepreneurial Talents”
3 Construction of Practical Teaching System for Financial Management Major Based on Cultivation of Innovation and Entrepreneurship Ability
3.1 Cognitive Innovation and Entrepreneurship Practice
3.2 Simulated Innovation and Entrepreneurship Practice
3.3 Promoting Innovation and Entrepreneurship Practice
4 Summary
Acknowledgement
References
Service Composition Mechanism of Internet of Things
Abstract
1 Introduction
2 Internet of Things Service Composition Technology
2.1 Characteristics of Internet of Things Services
2.2 Problems of Internet of Things Service Composition
2.3 Service-Related Technologies in the Internet of Things Environment
3 Web Service Composition Method
3.1 Workflow-Based Service Composition Method
3.2 Combination Method Based on Intelligent Programming
3.3 Combination Method Based on Program Synthesis
4 Service Mechanism Based on QoS in Internet of Things
4.1 Extension of Service Description Model
4.2 Acquisition of QoS Parameters for Internet of Things Services
4.3 Processing of QoS Information for Internet of Things Services
5 Conclusion
Acknowledgement
References
Protection of Island Culture Based on the Emerging Moving Image
Abstract
1 Introduction
2 The Technology of the Combination of Traditional Shot and MG Visual Symbols
3 GIF Micro-motion Photography Technology
3.1 Artistic Micro-motion Images
3.2 Entertainment Micro-motion Emoji
4 Technology Means of Augmented Reality
5 Comprehensive Application of Moving Image and Island Culture
5.1 An Image Story Based on Traditional Real Shots Combined with MG Visual Symbols
5.2 Designing an Island Image Spokesperson Based on GIF Micro-motion Image
5.3 Designing an Island Image Spokesperson Based on GIF Micro-motion Image
6 Conclusion
References
Intelligent Pension Service Model in the Era of Big Data
Abstract
1 Introduction
2 The Main Intelligent Pension Modes in China at Present
2.1 Model 1: Intelligent Institutional Pension Model
2.2 Model 2: Intelligent Community Pension Model
2.3 Model 3: Intelligent Virtual Pension Model
2.4 Model 4: Intelligent Home Pension Model
3 The Practical Problems of Intelligent Pension in the Era of Big Data
3.1 Problems on the Development of the Intelligent Pension Industry
3.2 Problems on the Big Data Processing and Application
3.3 Problems on Online and Offline Platform Construction
3.4 Problems on Intelligent Pension Professionals
4 Strategies for the Development of Intelligent Pension in the Era of Big Data
4.1 Strengthening Top-Level Design of the Intelligent Pension Model and Establishing Relevant Laws, Policies and Standardized Systems
4.2 Strengthening the Management of Big Data Technology and Intelligent Equipment, and Realizing Data Sharing
4.3 Strengthening the Building of Intelligent Pension System and Platform
4.4 Building a Professional Service Team for Intelligent Pension to Solve the Bottleneck of Human Resources
Acknowledgments
References
Electrical Intelligent Monitoring System Based on Internet of Things Technology
Abstract
1 Introduction
2 Application of Internet of Things in Intelligent Electrical Appliances
2.1 Development of Internet of Things
2.2 Internet of Things Technology
2.3 Integration of Internet of Things and Intelligent Electrical Appliances
3 Overall Design of Electrical Power Monitoring System
3.1 System Overall Scheme
3.2 Hardware Design Scheme
3.3 Home Intranet Networking Scheme
4 Network Coordination Management of Intelligent Electrical Appliance System
4.1 Design of Coordination Management Mechanism for Intelligent Electrical Appliances
4.2 Coordination Management of Electrical Appliances in Backbone Network
4.3 Coordination Management of Electrical Appliances in Left Front LAN
5 Conclusion
References
Optimization and Improvement of Lucene Document Sorting Algorithm
Abstract
1 Introduction
2 Improvement of Sorting Algorithm
3 Lucene Inverted Index Optimization
3.1 Analysis of the Implementation Principle of Index Structure
3.2 PForDelta Algorithm Analysis and Optimization
Acknowledgments
References
Temperature Alarm Model of Fresh Grapes in Refrigerated Carriage
Abstract
1 Introduction
2 Criteria for Monitoring and Judging in Cold Chain Transportation
3 Establishment of Early Warning Model Based on Control Chart Criterion
3.1 Abnormal Data Judgment Model
3.2 The Flow Chart of Alarm Algorithm
4 Experimental Results and Verification
5 Conclusion
Acknowledgment
References
Digital Construction of Museum Public Service Under the Background of “Internet+”
Abstract
1 Introduction
2 Current Situation of Digital Construction of Public Service of Museum
3 Roads to Digital Construction of Museum Public Service
3.1 High-Definition, Ultra-High-Definition Image Capture Technology
3.2 Three-Dimensional Digital Acquisition/Reconstruction Technology Based on Vision
3.3 Implementation of Virtual Reality Platform
3.4 Distributed Virtual Reality System
3.5 Intelligent Navigation Technology
3.6 Design Technology of Four-Dimensional Dynamic Cinema Engineering System
4 Summary
References
Tourism Informatization in Non-traditional Scenic Spots—Taking Niubei Mountain, the Largest 360° Viewing Platform as an Example
Abstract
1 Explaining the Current Situation of Tourism E-commerce Middle Scenic Spot
1.1 Overview of the Scenic Spot
1.2 Status of Information Technology Use
2 Problems in the Application of Tourism Information Technology
2.1 The Online Payment Method Is Imperfect
2.2 The Information Infrastructure Is not Sound
2.3 Weak Awareness of Information Construction
2.4 The Website Application Rate Is not High, Lack of Perfect Information Service Network
3 The Solution Strategy of Niubei Mountain Tourism Information Technology
3.1 Full Platform Information Technology Construction
3.2 Integration of Tourism Network Infrastructure Construction
3.3 Using Information Technology to Achieve Standardization of Electronic Payment
4 Summary
Acknowledgments
References
The Impact of Traffic Flow on Network Quality of Service in Complex Networks
Abstract
1 Introduction
1.1 Business Flow Relevance Achievements in Complex Networks
1.2 Topological Structure Characteristics in Complex Networks
2 Elastic Physical Model of Traffic Flow in Complex Networks
2.1 Introducing Elasticity Theory
2.2 Modeling
3 Business Flow Coupled Association Network
4 Result Analysis
5 Summary
References
Assembly Building Structure Simulation Method Based on 3D Simulation Technology
Abstract
1 Introduction
2 Application and Advantages of Simulation Technology in Assembly Building
2.1 Definition of 3D Simulation Technology
2.2 Application of Simulation Technology in Building Structure Simulation Process
2.3 Advantages of Simulation Technology in Fabricated Building Applications
3 The Use of 3D Technology in Prefabrication
3.1 Deepen Design
3.2 Field Management
3.3 Impact Checking
3.4 Node Technology
4 Building Model Building Simulation Method
4.1 Basic Entity Model
4.2 Atomic Entity Model
4.3 Simulation of Building Structure
5 Conclusion
References
Risk Measurement of Supply Chain Finance Based on the VaR Model
Abstract
1 Introduction
2 Research Review
3 Model Analysis
3.1 VaR Model
3.2 Improvement of the VaR Model: Definition of β
3.3 Monte Carlo Simulation
4 Empirical Analysis
5 Summary
References
Time Synchronous Batch Calibration Algorithm Based on Wireless Sensor Networks
Abstract
1 Introduction
2 Introduction to TPSN Algorithm
2.1 Common Time Synchronization Algorithm
2.2 Timing-Sync Protocol for Sensor Networks (TPSN) Algorithm
3 BC-TPSN Algorithm Implementation
3.1 Level Establishment
3.2 Time Synchronization
3.3 Clock Frequency Offset Correction
4 Algorithm Effect Comparison
5 Conclusion
References
Development Strategy of Energy Internet Industry for Power Grid Enterprises
Abstract
1 Basic Understanding of the Energy Internet
2 Connotation of Energy Internet Industry
3 The Necessity and Urgency for Power Company to Develop the Energy Internet Industry
4 Thoughts on the Development of the Company’s Energy Internet Industry
4.1 Hub Type
4.2 Platform Type
4.3 Sharing Type
5 Conclusion
References
Application of PVDF Material in Flexible Sensor
Abstract
1 Flexible Sensor
1.1 Structure Principle of Flexible Sensor
1.2 Current Research Status of Piezoelectric Materials
2 PVDF Piezoelectric Film
2.1 PVDF Material
2.2 PVDF Piezoelectric Membrane Sensing Mechanism
3 COMSOL Simulation and Experimental Analysis of PVDF Piezoelectric Film Characteristics
3.1 COMSOL Simulation Model
3.2 Experimental System
3.3 COMSOL Simulation and Experimental Results Analysis
4 Conclusion
Acknowledgments
References
Urban Talent Demand Analysis Based on Deep Learning and Wavelet Threshold Denoising
Abstract
1 Introduction
2 Data Drying Treatment Using Wavelet Threshold
3 Talent Demand Forecast Based on NAR Neural Network
4 Urban Feature Matching Based on GM (1, 1) Prediction Model and SOM
5 Conclusion
Acknowledgments
References
Live Detection and Location Technology of Partial Discharge in High Voltage Switchgear
Abstract
1 Introduction
2 The Overall of the Case
3 Comprehensive Detection Method
3.1 UHF Testing
3.2 Transient Earth Voltage Measurement
3.3 Ultrasound Testing
4 Verify and Locate the Abnormal Discharge Signal
4.1 Analysis of the Type of Partial Discharge Signal
4.2 Location Analysis of Partial Discharge Signals
4.3 Fault Finding
5 Conclusion
References
Network Intrusion Detection Technology Based on Gene Algorithms
Abstract
1 Intrusion Detection
2 Intrusion Detection Method
2.1 Statistical-Based Intrusion Detection Method
2.2 Intrusion Detection Method Based on Expert System
2.3 Intrusion Detection Method Based on Biological System Simulation
2.4 Intrusion Detection Method Based on Agent
3 Genetic Algorithm
3.1 Basic Principles
3.2 Mathematical Expression
3.3 The Core Elements of Gene Algorithms
3.4 Gene Algorithmic Structure
3.5 Experimental Process and Data
3.6 Empirical Conclusions
4 Conclusion
Acknowledgments
References
Information Service of the Intelligent Library Based on the Internet of Things
Abstract
1 Introduction
2 The Intelligent Library Based on the Internet of Things
3 The Influence of Internet of Things on Library Information Service Mode
3.1 Proactively Offer Service
3.2 Networked Supply Service
3.3 Extend Service Depth
4 Library Information Service Strategy Under Internet of Things Technology
4.1 Embedded Service
4.2 One-Card Service
4.3 Self-service
4.4 People-Oriented Service
4.5 Shared Service
5 Summary
References
Spatio-Temporal Action Localization for Pedestrian Action Detection
Abstract
1 Introduction
2 Related Work
2.1 CNN-Based Detectors
2.2 Tube Linking Algorithm
3 Model and Experiments
4 Conclusion
Acknowledgments
References
Analysis of Hydraulic Damping Shock Absorber of Ship Propulsion Shaft System
Abstract
1 Introduction
2 Analysis on the Principle of Hydraulic Damping Damper
3 Control of Hydraulic Damping Damper
4 System Testing
References
Monitoring Strategy of Smart Grid Based on Genetic Algorithms
Abstract
1 Introduction
2 Smart Grid Monitoring Based on Genetic Algorithms
2.1 Research on Current Situation of Power Grid Monitoring
2.2 Feature Selection Based on Genetic Algorithms
2.3 Genetic Algorithms for Distribution Network Reconfiguration
3 Analysis of Influencing Factors of Monitoring Efficiency
3.1 Cause Analysis of Power Grid Monitoring
3.2 Institution Affects Power Grid Monitoring Efficiency
3.3 The Presentation Information of the System Is Not Perfect
4 Measures for Effectively Improving Smart Grid Monitoring
4.1 Effective Integration of Telemetry Signal and Telemetry Signal
4.2 Improving Information Integration
4.3 To Sort Out and Rectify the Monitoring Defects
4.4 Improve the Professional Level of Personnel and Arrange Duty
5 Conclusion
References
Design of USB Communication Interface Based on Embedded FPGA System
Abstract
1 Introduction
2 Based on Embedded Communication Interface Design Analysis
2.1 USB Communication Framework
2.2 USB Bus Structure
2.3 USB Data Transmission Type
2.4 Embedded Platform Interface Design
3 Embedded FPGA System USB Communication Interface Design
3.1 System Overall Block Diagram
3.2 Power Module Design
3.3 Embedded FPGA Module Design
3.4 USB Module Design
4 Conclusion
References
Effect of Heat Treatment on Fracture Toughness of 7A04 Ultra High Strength Aluminum Alloy
Abstract
1 Heat Treatment of 7XXX Series Aluminum Alloy
1.1 Homogenization Treatment
1.2 Solution Treatment
1.3 Aging Treatment
2 Experimental Materials and Solutions
2.1 Preparation of Materials
2.2 Normal Temperature Tensile Test
2.3 Impact Toughness Test
2.4 Fracture Toughness Test
2.5 Solution Treatment
2.6 Aging Treatment
2.7 Metallographic Experiments
3 Experimental Results
3.1 Material Tensile Properties
3.2 Impact Toughness Test Results of Materials
3.3 Material Fracture Toughness Test Results
3.4 Alloy Microstructure
4 Analysis and Discussion
4.1 Optimal Heat Treatment System
4.2 Relationship Between Tensile Properties, Impact Toughness and Fracture Toughness
References
Information Recommendation Model Based on Knowledge Graph in Personalized Context
Abstract
1 Introduction
2 Personalized Information Recommendation Based on Collaborative Filtering
3 Personalized Situation Based on Context-Aware
4 Knowledge Graph Embedding
5 Model Building
6 Conclusion
Acknowledgments
References
Strategies of Information Service Based on Intelligent Library
Abstract
1 Introduction
2 The Concept of Intelligent Library
3 The Characteristics of Intelligent Library Information Service
4 The Strategy of Intelligent Library Information Service
4.1 Efficient Information Service Platform
4.2 Intelligent Information Service Model
4.3 Personalized Information Service System
5 The Way to Realize the Intelligent Library Information Service
5.1 Embark on Building an Intelligent Information Services Technology Platform
5.2 Strengthen the Construction of the Technical Standard System
5.3 Train Intelligent Librarians
6 Summary
References
Urban Road Water Recognition Based on Deep Learning
Abstract
1 Introduction
2 Related Work
2.1 Data Preprocessing
2.2 Feature Extraction
2.3 Classifier
3 Methodology
3.1 ResNet50 Overall Structure
3.2 Conv Block and Identity Block
3.3 Loss Function
4 Experiment
4.1 Experimental Data Set
4.2 Experimental Results and Analysis
5 Conclusion
Acknowledgments
References
Analysis and Implementation of AFIS Based on ARM
Abstract
1 Introduction
2 Fingerprint Recognition System Platform
2.1 Overview of Embedded Systems
2.2 ARM Processor
2.3 Fingerprint Sensors
2.4 Linux System
3 Hardware Circuit Analysis of Fingerprint Recognition System
4 Design and Implementation of Fingerprint Identification System Software
5 System Testing
References
Integration of Web Resources Based on Physical Teaching Courseware
Abstract
1 Introduction
2 The Feasibility to Apply Web Resources in Physical Teaching
2.1 The Advantages of Web Resources Provide an Important Platform and Guarantee for the Implementation of Multimedia Network Teaching in Physical Education
2.2 Web Resources Can Make up for the Shortcomings of Traditional Physical Education Teaching and Improve the Teaching Effect
2.3 Modern Information Technology Is More in Line with the Actual Needs of Physical Teaching
3 The Methodology of Making Multimedia Courseware Based on Web Resources
3.1 Principles for Making Multimedia Courseware
3.2 Topic Selection of Courseware
3.3 Choice of Multimedia Tools
3.4 Design of Program Scripts
3.5 Preparation and Processing of Material
3.6 Creative Design
3.7 Packaging and Online Publishing
4 Key Problems in the Application of Physical Teaching Courseware Based on Web Resources
4.1 We Should Not Strengthen Multimedia Teaching Too Much and Dilute the Dominant Position of Teachers’ Teaching
4.2 We Should Not Strengthen Multimedia Teaching Too Much and Dilute the Teaching Content
5 Summary
References
Application of Modern Information Technology on the Library in Colleges and Universities
Abstract
1 Introduction
2 The Application Advantage of Modern Information Technology on the Library in Colleges and Universities
2.1 Improve the Efficiency of Book Management
2.2 Achieve the Automation of Book Management
2.3 Improve the Security of Library Management
3 Practical Application of Modern Information Technology in University Library
3.1 Build a Regional Joint Platform
3.2 Set Up a Database of Professional Characteristics
3.3 Develop a Digital Library
4 Application of Modern Information Technology on the Library in Colleges and Universities
4.1 Realize the Management and Sharing of Information Resources
4.2 Strengthen the Relationship Between Managers and Students
4.3 Change Traditional Management Concept
5 Summary
References
Application of Physical Education Teaching from the Perspective of Computer Multimedia
Abstract
1 Introduction
2 The Role of Computer Multimedia in Physical Education Teaching
2.1 Make Students Feel More Intuitive
2.2 Increase Students’ Knowledge Experience, Broaden Their Horizons and Improve Their Interest in Learning
2.3 Reduce the Difficulty of Students’ Understanding of the Essentials of Action and Improve the Teaching Quality
2.4 Make a True Reflection on the Students’ Learning Situation
3 The Practice of Computer Multimedia in Physical Education Teaching
3.1 Make Use of the Intuitive Effect of Multimedia Technology to Deepen Students’ Understanding and Thinking Depth
3.2 Strengthen Teaching Effect and Improving Teaching Quality
3.3 Enrich Teaching Contents and Perfect the Teaching Ability
4 Problems That Needs Attention in the Application of Computer Multimedia Assisted Instruction
4.1 Problems That Should Be Paid Attention to in the Process of Making Related Courseware
4.2 Strengthen the Combination with Traditional Teaching Mode in Concrete Application
4.3 Perfect the Application Ability of Multimedia Assisted Instruction Technology
5 Summary
References
Promotion of Library Service Mode Based on Next-Generation Information Technology
Abstract
1 Introduction
2 Application of Resource Discovery System in Library Service
3 Application of Cloud Computing System in Library Service
4 Application of Mobile Library in Library Service
4.1 Improve Ideological Awareness and Actively Participate in the Construction of Mobile Library
4.2 Turn on Full-Text Reading Function
4.3 Focus on the Diversity of Service Models and Contents
4.4 Make Use of New Technology to Break Through the Bottleneck of Upgrading Mobile Service Functions
5 Summary
References
Analysis of Abnormal Behaviors in Specific Scenarios Based on SSD
Abstract
1 Introduction
2 Related Work
2.1 The Development of Deep Learning in Computer Vision
2.2 Object Detection
3 Methodology
3.1 SSD Network Structure
3.2 Image Feature Extraction Network
3.3 Loss Function
3.4 NMS
3.5 Training Strategy
4 Experiment
4.1 Experimental Data Set
4.2 Experimental Results and Analysis
5 Conclusion
Acknowledgments
References
Design of the Architecture of Computer-Aided Reading System for College English
Abstract
1 The Designing Objectives and Significance of the Computer-Aided Reading System for College English
1.1 The Architectural Design Objectives of College English Computer-Aided Reading System
1.2 The Designing Objectives and Significance of the Framework of the Computer-Aided Reading System for College English
2 The Architecture Design Strategy of College English Computer-Aided Reading System
2.1 Teaching with the Multimedia Learning Software
2.2 Computer Online Teaching
2.3 Extracurricular Reading and E-mail
2.4 Optimization the Assessment
3 The Architecture Design of the Computer-Aided Reading System for College English
3.1 Establishing the Reading Database
3.2 Establishment of the Evaluation (Feedback) System
3.3 Design Scheme of the Database
4 Conclusion
References
Design of the Multimedia Teaching System for Literary Creation Based on B/S Model
Abstract
1 The Connotation of the B/S Model
2 Analysis of the Advantages and Disadvantages of the Application of the Multimedia Teaching System in Literary Creation
2.1 Advantages of the Multimedia Applied to the Literary Creation Teaching Activities
2.2 The Disadvantage of the Multimedia Applied in the Literary Creation Teaching
3 Design of the Multimedia Teaching System for the Literary Creation Based on the B/S Model
3.1 Overall Architecture and Key Technologies
3.2 Implementation of the Project Management System
3.3 The Core of the System Design – Database
3.4 The Operation Interface Convenient and Easy to Understand
4 Conclusion
References
Electronic Music Arrangement Based on the Computer Platform
Abstract
1 The Meaning of the Computer Electronic Music
2 Development of the Electronic Music
2.1 Rapid Development of the Music Creation
2.2 New Breakthroughs in the Electronic Music
2.3 Electronic Music Has More Practical Significances
3 Differences Between the Traditional Composition and the Electronic Music Arrangement
3.1 Conceptual Differences
3.2 Differences in the Creative Styles
4 Innovation of the Electronic Music
4.1 Liberalized Modern Thinking Consciousness
4.2 More Diverse Forms of Creation
4.3 Inspiration Experience Is More Vigorous
5 Electronic Music Terminologies and Their Translation
6 Electronic Music Arrangement Strategies Based on the Computer Platform
6.1 Technical Level
6.2 Creative Level
6.3 Modern Technological Level
7 Conclusion
References
Design and Application of the Web-Based Autonomous English Learning Platform Based on the Cultivation of Students’ Thinking Ability
Abstract
1 The Current Situation of Cultivating Students’ English Critical Ability
1.1 The Cultivation of Students’ Critical Thinking Ability in English Is Influenced by the Traditional Examination-Oriented Education
1.2 Ignoring the Cultivation of Students’ Logical Thinking Ability in the English Teaching
1.3 The Cultivation of Students’ Interests in Learning Is Neglected in Our English Teaching
2 Design of the Web-Based Autonomous English Learning Platform Based on the Cultivation of Students’ Thinking Ability
2.1 Network Interactive Autonomous Learning Model
2.2 Design of the Local Area Network English Autonomous Learning Platform
3 Application of the Web-Based Autonomous English Learning Platform Based on the Cultivation of Students’ Thinking Ability
3.1 Bringing Teachers’ Guidance and Promotion into Full Play
3.2 Optimizing the Network Self-regulated Learning Resources
3.3 Improving the Scientificality of the Self-regulated Learning Evaluation
4 Conclusion
Acknowledgement
References
Application of the Computer Database Technology in the Sports Competition Information Management
Abstract
1 Overview of the Computer Database Technology
1.1 Computer Database Structures
1.2 Technical Characteristics of the Computer Database
2 Analysis of the Application Background of the Computer Database Technology in the Sports Competition Information Management
3 Analysis of the Application Mode of the Computer Data Technology in the Information Security Management
3.1 Improving the Application Security of the Computer Database Technology
3.2 Integrating the Theory and the Practice of the Computer Database System
3.3 Ensuring the Integrity of the Data Information
4 Application Strategy of Strengthening Computer Database Technology in the Sports Competition Information Management
4.1 Strengthening the Security of the Computer Database Technology
4.2 Enhancing the Data Integrity in Eh Computer Database
5 Conclusion
References
Network Extension System of Classical Chinese Poetry Based on Collaborative Filtering Algorithm
Abstract
1 Introduction of Collaborative Filtering Algorithm
1.1 User-Based Collaborative Filtering
1.2 Item-Based Collaborative Filtering
1.3 The Comparison Between Users-Based Collaborative Filtering and Item-Based One
1.4 Model-Based Collaborative Filtering
2 Collaborative Filtering Algorithm Constructs the Network Extension System
2.1 Recommendation System Based on Collaborative Filtering
2.2 Key Steps of Collaborative Filtering Algorithm
3 Network Extension System of Classical Chinese Poetry Based on Collaborative Filtering Algorithm
3.1 Connotation of Network Extension System
3.2 Analysis of the Establishment of the System
3.3 Data Filtering
3.4 Construction of System Software
3.5 Collaborative Filtering Algorithm Based on Real-Time Feedback of the Audiences
4 Epilogue
Acknowledgement
References
Promotional Strategies of National Culture Internalization Based on PageRank Algorithm
Abstract
1 PageRank Algorithm
1.1 Computing
1.2 PageRank Algorithm
2 Background Analysis of National Culture Internalization Promotion
3 The Application Background Analysis of National Culture Internalization Promotional Strategies
4 Promotional Strategies of National Culture Internalization Based on PageRank Algorithm
5 Epilogue
Acknowledgement
References
Application of the UAV Technology in the Topographic Map Survey
Abstract
1 Overview of the Unmanned Aerial Vehicle Technology
2 Application of the UAV Technology in the Topographic Map Survey
2.1 Application of the Remote Sensing System for the Topographic Mapping of the Low Altitude UAV
2.2 Application of the Low Altitude Aerial Survey System for the Unmanned Aircraft
2.3 Remote Sensing System for the Topographic Mapping of the Medium Survey Series UAV
3 Application Measures of the Unmanned Aerial Vehicle Technology in the Topographic Map Survey
3.1 Real-Time Transmission of the Data
3.2 Dynamic Tracking and Detection
3.3 High-Definition and Multi-angle Topographic Survey
4 Application Steps of the UAV Technology in the Topographic Map Survey
4.1 Layout of the Image Control Points
4.2 Aerial Photography
4.3 Aerial Triangulation
4.4 Domestic Digital Mapping – DLG Production
4.5 Route Design
5 Conclusion
References
Establishment of the Coordination Evaluation Model for the Economic Development and the Energy Environment of Automobile Manufacturing Enterprises Under the New Normal Background
Abstract
1 Analysis of the Background Connotation of the New Normal
2 Background Analysis of Establishment of the Coordination Assessment Model Between the Economic Development and the Energy and Environment
2.1 Conflict and Coordination Between the Energy Subsystem and the Economic Subsystem
2.2 Conflict and Coordination Between the Economic Subsystem and the Environmental Subsystem
2.3 Conflict and Coordination Between the Energy Subsystem and the Environment Subsystem
3 Establishment of the Coordination Evaluation Model for the Economic Development and the Energy Environment of the Automobile Manufacturing Enterprises Under the New Normal Background
4 Conclusion
References
Establishment of the Evaluation Index System for the Economic and Environmental Coordination Evaluation Based on the Spatial Durbin Econometric Model
Abstract
1 Principles of the Economic and Environmental Coordination Evaluation Index System Based on the Spatial Durbin Econometric Model
2 Durbin Model of the Spatial Panel and Its Testing
2.1 Durbin Model of the Spatial Panel and the Variable Selection
2.2 Durbin Model Test of the Spatial Panel
3 Documents on the Coordinated Development of the Economy and the Environment
4 Construction Strategies for the Evaluation Index System of the Economic and Environmental Coordination Based on the Spatial Durbin Econometric Model
4.1 Objectives
4.2 Establishment of the Index System
5 Conclusion
References
Machining Method of Hole Series of Large Boxes
Abstract
1 Introduction
2 Part Analysis
3 Discussion on the Machining Method of Hole Series of Large Boxes
3.1 Boring Die Method for Machining Holes
3.2 U-Turn Machining Hole Series
3.3 Self-assurance Method for Machining Coaxial Holes
4 Design of the Boring Die
4.1 Design of the Boring Bar
4.2 Design of the Boring Sleeve
4.3 Choice of the Boring Tool
5 Conclusion
Acknowledgement
References
Discussion on Sharing Mode of Electronic Medical Records Among Hospitals
Abstract
1 Introduction
2 Block Chain Technology
3 Electronic Medical Record Sharing System Model
4 Poly-chromatic Sets Describing Interaction Models Between Systems
5 Summary
Acknowledgment
References
Development of the Art Intelligence Teaching Design Platform Based on the Network Information Technology
Abstract
1 The Development Background of the Artistic Intelligence Network Teaching Platform Based on the Network Information Technology
2 The Functions of the Artistic Intelligence Network Teaching Platform Based on the Network Information Technology
2.1 Network Teaching System
2.2 Cooperative Learning Functions
2.3 Electronic Portfolio Function
2.4 Autonomous Learning Function
3 Artistic Intelligent Network Teaching Platform Based on the Network Information Technology
3.1 Establish a Research Group and a Resource Professional Development Team
3.2 Making the Development Plans of the Relevant Specialty Curriculum Resources Based on the Professional Clues
3.3 Selection of the Development Technologies
3.4 Synthesis Technology of the Multimedia Materials
4 Conclusion
References
Feasibility Study on the Application of the Computer Visualized Audio Parameter Analysis Method in the Vocal Music Digital Teaching
Abstract
1 Analysis of the Characteristics of the Vocal Music Digital Teaching
2 Characteristics of the Computer Visualized Audio Parameter Analysis
3 Feasibility of Applying the Computer Visualized Audio Parameter Analysis Method to the Vocal Music Digital Teaching
4 Conclusion
References
Realization of the Intelligent Long-Distance Multimedia Teaching System
Abstract
1 Characteristics of the Distance Education
2 Background of the Construction of the Intelligent Long-Distance Multimedia Teaching System
3 The Realization Mechanism of the Intelligent Long-Distance Multimedia Teaching System
3.1 System Survey
3.2 Overall Structure Design
3.3 Main System Function Design
4 Conclusion
References
Computer-Supported Teaching Experiment of Sports Social Sciences
Abstract
1 Computer-Supported Teaching and Experiment Background of Sports Social Sciences
2 The Experimental Teaching Values of the Computer Supported Physical Education Social Science
3 Computer-Supported Experimental Teaching Mechanism of Sports Social Sciences
3.1 Data Collection
3.2 Systematic Scientific Researches
3.3 Integrating the Information, with the Rich Information Forms
3.4 Excellent Imitation Performances, Breaking Through the Key and Difficult Points of Our Teaching
3.5 Playing the Flexible Man-Machine Communication Function and Extending the Space of the Classroom Teaching
4 Conclusion
References
Construction of Computer Network Website for the Ideological and Political Education in Colleges and Universities
Abstract
1 Background of the Computer Network Website Construction for the Ideological and Political Education in Colleges and Universities
2 Requirements for the Construction of the Computer Network Website of the Ideological and Political Education in Colleges and Universities
3 Research on the Construction of the Computer Network Website for the Ideological and Political Education in Colleges and Universities
3.1 Developing and Applying the New Technologies to Create Excellent Courses
3.2 Strengthening the Development of Various Columns of the Website
3.3 Constructing a Good Supervision Mechanism to Strengthen the Construction of the Ideological and Political Education Team
3.4 Enhancing the Computer Network Guarantee Technology
4 Conclusion
References
Smart Grid State Assessment Method Based on the Historical Data Mining
Abstract
1 Summary of the Smart Grid State Assessment Based on the Historical Data Mining
1.1 Connotation and Purpose
1.2 Data Sources and Characteristics
2 Smart Grid State Assessment Based on the Historical Data Mining
3 Analysis of the Smart Grid State Assessment Method Based on the Historical Data Mining
3.1 Cloud Computing Technology
3.2 Regional Density Visualization Technology
3.3 Power Flow and the GIS Visualization Technology
3.4 History Stream Display Technology
4 Conclusion
References
Multi-interactive Intelligent Teaching Model of College English in the Information Technology Environment
Abstract
1 Advantages of the College English Multiple Interactive Intelligence Teaching Model Based on the Modern Information Technology
1.1 Create a Relaxed and Pleasant Teaching Atmosphere
1.2 A Large Number of the Teaching Resources
2 Conditions for the Intelligent Teaching Reform of College English in the Perspective of the Information Technology
2.1 Renewing the Teaching Ideas and Enriching the Teaching Forms
2.2 Changing the Roles of Teachers and Students
2.3 Improving Teachers’ Information Technology Levels and Comprehensive Qualities
2.4 Increasing the Teaching Investment and Improving the Software and the Hardware Environment
3 The Value of the Multivariate Interactive Intelligent Teaching Model in College English Under the Information Technology Environment
4 Multi-interactive Intelligent Teaching Model of College English in the Information Technology Environment
4.1 Interaction of the Teaching Methods
4.2 Openness of the Teaching Environment
4.3 Contextualization of HT Learning Process
4.4 Equality in the Teacher-Student Relationship
4.5 Diversity of the Evaluation System
5 Conclusion
References
Animation Generation of the Anti-tumor Action Mechanism of Active Components in Astragalus Membranaceus with Computer Navigation
Abstract
1 The Application Course and Principles of the Computer Navigation Assistance
1.1 The Development of Navigation in Medicine
1.2 The Principle of Navigation
2 Anti-tumor Effect of Astragalus Membranaceus
2.1 Enhance the Immune Function of the Body
2.2 Direct Tumor Suppression
2.3 Promoting the Apoptosis of Tumor Cells
2.4 Generation of the Antineoplastic Angiogenesis
2.5 Affecting the Metabolism of Amino Acids in the Body
3 Animation Generation of the Anti-tumor Action Mechanism of the Active Components of Astragalus Membranaceus with Computer Navigation
3.1 Interface Design
3.2 Modeling
3.3 Generation of the 3D Model
3.4 Generation of the 3D Animation
3.5 Animation Control
4 Conclusion
Acknowledgement
References
Design of the Computer Management System for Reproductive Toxicity Tests
Abstract
1 Study on the Reproductive Toxicity Test
2 Design and Preparation of the Computer Management System for the Reproductive Toxicity Test
3 Design of the Computer Management System for the Reproductive Toxicity Tests
4 Design Result of the Computer Management System for the Reproductive Toxicity Tests
5 Conclusion
Acknowledgement
References
Design of the Platform for Storage of the Painting Resources and the Retrieval of Art Works Based on the Internet
Abstract
1 Design Background of the Platform Based on the Storage of the Internet Painting Resources and the Retrieval of the Art Works
2 Storage Procedure of the Internet Painting Resources
2.1 Color Feature Extraction
2.2 Shape Feature Extraction
2.3 Texture Feature Extraction
3 Design of the Platform for the Storage of Painting Resources and the Retrieval of Fine Art Works Based on the Internet
3.1 Design Thinking
3.2 Overall Architecture Design
3.3 Choice of the Cloud Storage Platform
3.4 Construction of the “Fine Arts Works” Resource Retrieval Platform
3.5 Establishment of a Simple Navigation Database for Artistic Works
4 Conclusion
References
Computer Modeling and Evaluation of the Spatial Distribution of Tourism Resources in Xi’an
Abstract
1 Characteristics and Current Situation of the Tourism Resources in Xi’an
1.1 Characteristics of the Tourism Resources in Xi’an City
1.2 Present Situation of the Tourism Resources in Xi’an City
2 Spatial Attributes of the Tourism Information
2.1 Spatial Attributes of Tourist Routes
2.2 Spatial Attributes of Tourism Resources
3 Computer Modeling and Evaluation of the Spatial Distribution of the Tourism Resources in Xi’an
3.1 Modeling Ideas and Requirements
3.2 Computer Modeling Method for the Spatial Distribution of the Tourism Resources in Xi’an
3.3 Evaluation Criteria of the Tourism Resources in Xi’an City
4 Conclusion
Acknowledgements
References
Design of the Communication Electronic Circuit Based on the EDA Technology
Abstract
1 Overview of the EDA Technology
1.1 Connotation of the EDA Technology
1.2 Composition of the EDA Technology
2 Background of the EDA Technology Applied to the Communication Electronic Circuit Design
3 Design of the Communication Electronic Circuit Based on the EDA Technology
3.1 Application of the EDA Technology in the Radio Frequency Electronic Circuits
3.2 Application of the EDA Technology in the Frequency Divider Circuit System
3.3 Application of the EDA Technology in the Theoretical Analysis and Simulation
4 Conclusion
References
Application of the Big Data Processing Technology in the Hospital Informatization Construction
Abstract
1 Concept of the Hospital Big Data
2 Hospital Informatization Construction
3 Application Strategy of the Big Data Processing Technology in the Hospital Informatization Construction
3.1 Create an All-Round Wisdom Hospital and Realize the Intelligent Services and Applications
3.2 Realize the Construction and Application of the Informationization with the Electronic Medical Records as the Core
3.3 Improve the Quality and Efficiency of the Hospital Management
3.4 Realize the Comprehensive Operation and Management of the Personnel, Finance and Materials in Modern Hospitals
3.5 Build the Regional Telemedicine Platform to Improve the Medical Level
3.6 Improve the Levels of the Hospital Management and Decision-Making
3.7 Smart Card Application
3.8 Application of the Hospital Integrated Management and Control Platform
4 Conclusion
References
Music Flipped Classroom Teaching Mode Under the Background of the Internet
Abstract
1 Background Analysis of the Implementation of the Flipped Classroom Teaching Model Under the Background of the Internet
2 The Characteristics and Advantages of the Flipping Classroom Teaching Mode Under the Background of the Internet
2.1 The Characteristics of the Flipped Classroom Teaching Mode Under the Background of the Internet
2.2 Advantages of the Flipped Classroom Teaching Mode Under the Background of the Internet
3 The Application Strategies of the Music Flipped Classroom Teaching Mode Under the Background of the Internet
3.1 Appropriate Design of the Teaching Environment
3.2 Accurate Design of the Teaching Objectives
3.3 Scientific Reorganization of the Teaching Content Design
3.4 Design a Reasonable Teaching Method
4 Conclusion
Acknowledgement
References
Time and Frequency Transfer of Satellite Two-Way Carrier Phase and Its Error Analysis
Abstract
1 Two-Way Satellite Time and Frequency Transfer
2 Common Carrier Phase Extraction Technology
2.1 Phase-Locked Loop
2.2 Costas Loop
2.3 Automatic Frequency Control (AFC) Carrier Phase Extraction
3 Location Algorithm Based on the Carrier Phase Measurement
3.1 Primary Difference Between Receivers
3.2 Quadratic Difference Between the Receiver and the Satellite
3.3 Triple Difference Between the Receiver, the Satellite and the Observation Epoch
4 Time-Frequency Transfer of the Satellite Two-Way Carrier Phase and the Error Analysis
4.1 Instability of the Delay in the Transmitting and Receiving Equipment
4.2 Instability of the Satellite Transponder Delay
4.3 Instability of the Path Delay of the Satellite Signal Propagation
4.4 Instability of the Clock Time Signal
4.5 The Influence of the Resolution of the Timer
5 Conclusion
References
Big Data Analysis of the Efficacy of Mesalamine in the Treatment of Ulcerative Colitis Based on the Three-Dimensional Modeling and Imaging Optimization
Abstract
1 Imaging Optimization Strategy for the Three-Dimensional Modeling
2 Mesalamine in the Treatment of Ulcerative Colitis
2.1 Ulcerative Colitis
2.2 Standard
2.3 Method
2.4 Observation Index
2.5 Effect Evaluation
2.6 Curative Effect Judgment
3 Big Data Analysis of the Efficacy of Mesalamine in the Treatment of Ulcerative Colitis Based on the Three-Dimensional Modeling and Imaging Optimization
4 Conclusion
References
Independent Construction System of the Knowledge Graph of Network Literature Resources
Abstract
1 Connotation Analysis of the Network Literature Resources
2 Definition and Architecture of the Knowledge Graph
3 Independent Construction System of the Knowledge Graph of the Network Literature Resources
4 Independent Construction System of the Knowledge Graph Based on Network Literature Resources
4.1 Application of the Knowledge Graph
4.2 Multidimensional Search of the Knowledge Library
4.3 Evolution of the Entity Relations with the Time Series
4.4 Data Source Collection and Cleaning
4.5 Learning of the Entity Relations
4.6 Manual Editing
5 Conclusion
References
Feature Extraction and Target Detection Technology in the Electric Power Operation
Abstract
1 Technical Significance of the Feature Extraction and Target Detection in the Electric Power Operation
2 Technical Measures of the Feature Extraction and Target Detection in the Electric Power Operation
3 The Connotation of the Feature Extraction and Target Detection Technology
4 Target Detection Algorithms Based on the Deep Learning
4.1 Algorithm Overview
4.2 One-Stage Target Detection Algorithms
5 Feature Extraction and Target Detection Technology in the Electric Power Operation
6 Conclusion
References
Characteristics and Application Ways of Online Education of Ideological and Political Theory Courses in Universities from the Perspective of Big Data
Abstract
1 Introduction
2 Characteristics of Online Education of Ideological and Political Theory Courses in Colleges and Universities in the Era of Big Data
2.1 Personalization of Educational Program Development
2.2 Intelligent Implementation of Educational Programs
2.3 Scientification of Educational Effectiveness Assessment
3 The Effective Use of Online Education in College Ideological and Political Theory Courses in the Era of Big Data
3.1 Establishing Big Data for Online Education of Ideological and Political Theory Courses in Colleges and Universities
3.2 Using Big Data Technology to Build an Intelligent Online Education Platform
3.3 Develop Rules and Regulations to Ensure Data Quality in Online Education
4 Conclusion
References
Computer Aided Higher Mathematics Teaching Based on the WEB Campus Network
Abstract
1 Background of the Computer Aided Higher Mathematics Teaching Based on the WEB Campus Network
2 Overall Design of the Computer Aided Higher Mathematics Teaching System Based on the WEB Campus Network
2.1 The System Adopts These Technologies and Frameworks Mainly Considering the Following Points
2.2 The System Design Should Mainly Include the Following Aspects
3 Realization of the Assisted Instruction System of Higher Mathematics Based on the Web Campus Network
3.1 Detailed Design of the Teacher Management Module
3.2 Major Events and Functions
4 Conclusion
Acknowledgement
References
Multimedia Teaching Model of College English Based on the Network
Abstract
1 The Construction Background of the Multimedia Teaching Model of College English Based on the Network
1.1 Theoretical Basis
1.2 Realistic Problems
2 Notices for Constructing the Multimedia Teaching Model of College English Based on the Network
2.1 Correctly View the Multimedia Teaching Model and Prevent the Teaching Deviation
2.2 Correctly Apply the Multimedia to Solve the Problems of the Insufficient Emotional Communication
3 Network-Based Multimedia Teaching Model of College English
3.1 Focus on the Multimedia Classroom Teaching of College English
3.2 Pay Attention to Students’ Autonomous Learning
3.3 Web-Based Collaborative Learning of College English
4 Conclusion
References
Analysis of the Sports Teaching and Training System Based on the VR Technology
Abstract
1 Technical Characteristics and Types of the Virtual Reality
1.1 Technical Characteristics of the Virtual Reality
1.2 Types of the Virtual Reality Technology
2 Advantages of the VR Technology in the Sports Teaching and Training
2.1 All-Round Simulation of the Sports Teaching Environment
2.2 Multi-type Sports Teaching
3 Defects of the VR Technology in the Sports Teaching and Training
3.1 VR Products are Expensive
3.2 There is a Lack of Professional and Technical Personnel
3.3 Students Feel Uncomfortable Wearing It for a Long Time
3.4 Functions Need to Be Constantly Improved
4 Analysis of the Sports Teaching and Training System Based on the VR Technology
4.1 Manufacturing Process Design
4.2 Key Points for Implementation
4.3 Output Publishing
4.4 Focus on the Teaching and Training
5 Conclusion
References
Construction of the Computer Model of the Compound System for the Management Performance Assessment of State-Owned Enterprise Managers
Abstract
1 Basic Connotation and Practice of the Business Performance Assessment Management
1.1 Establish the Organization to Provide the Organizational Guarantee for the Implementation of the Business Performance Appraisal
1.2 Track and Manage the Assessment Process to Ensure the Realization of the Objectives
2 The Characteristics of the Performance Assessment Index System for Managers of the State-Owned Enterprises
2.1 Pay Attention to Investigating the Comprehensive Management of Enterprises
2.2 Long-Term and Short-Term Business Assessment
2.3 The Assessment Indicators are Standardized and Practical
3 Problems in the Performance Assessment System for the Managers of State-Owned Enterprises
3.1 Lack of the Horizontal Comparison with the Related Companies in the Industry
3.2 Overreliance on the Financial Indicators
3.3 Not Fully Embodying the Innovative Ability of the Enterprises
4 Construction of the Computer Model of the Compound System for the Management Performance Assessment of the State-Owned Enterprise Managers
4.1 System Development Tool
4.2 System Implementation
4.3 Database Design
5 Conclusion
References
Design and Analysis of the Capital Operation and the Financing Model of the State-Owned Investment Enterprises Based on the Cloud Security
Abstract
1 Connotation of the Cloud Security Technology
1.1 User Identity Security
1.2 Shared Service Security
1.3 User Data Security
2 The Ideas and Methods of the Capital Operation and Financing of the State-Owned Investment Enterprises
2.1 The Concept of the Capital Operation and Financing
2.2 Capital Operation and Financing Methods
3 Design and Analysis of the Capital Operation and Financing Model of the State-Owned Investment Enterprises Based on the Cloud Security
4 Conclusion
References
Polymer Material Comparison System Based on the Computer Image Processing
Abstract
1 Concepts and Contents of the Computer Image Processing Technology
2 Application Background of the Polymer Material Comparison System Based on the Computer Image Processing
3 General Design of the Polymer Material Comparison System Based on the Computer Image Processing
3.1 Image Acquisition
3.2 Image Acquisition and Transmission
3.3 Image Processing
3.4 Constructing a Judgment System with Rich Functions
4 Conclusion
Acknowledgement
References
Design of the Deep Intelligent Education System Based on the Ideological and Political Education in Colleges and Universities
Abstract
1 Changes in the Ideological and Political Education in Colleges and Universities in the New Period
1.1 Changes in the Environment of the Ideological and Political Education
1.2 Changes in the Objects of the Ideological and Political Education
2 Contents of the Ideological and Political Education in Colleges and Universities in the New Period
2.1 Attaching Importance to the Education of Ideals and Beliefs
2.2 Attaching Importance to the Education of the National Spirits
2.3 Attaching Importance to the Education of the Cultural Quality
2.4 Attaching Importance to the Education of Their Mental Health
3 Research Characteristics of the Ideological and Political Education System
3.1 Systematic Research Enters the Researchers’ Field of Vision
3.2 Interdisciplinary Research Has Become a Prominent Feature
3.3 Research Topics Present the Diverse Characteristics
3.4 Coexistence and Development of the Experience Summary Paradigm and the Theory Construction Paradigm
4 Design of the Deep Intelligent Education System Based on the Ideological and Political Education in Colleges and Universities
4.1 System Requirements
4.2 System Function Analysis
4.3 System Architecture
5 Conclusion
Acknowledgements
References
Application of the Computer Graphic Design Color Language in the Food Packaging Design
Abstract
1 Color and Color Emotion
2 The Expression of the Color Emotion
3 The Application of the Color Emotions
4 Synesthesia Effect of Colors
5 Conclusion
References
Analysis of Tourism English Teaching Models Based on the Modern Network Multimedia Technology
Abstract
1 Contents and Tasks of the Tourism English Teaching Under Modern Network Multimedia Technology
2 Design Background of the Tourism English Teaching Model Based on the Modern Network Multimedia Technology
3 Tourism English Teaching Model Based on the Modern Network Multimedia Technology
3.1 Teaching Theme Design
3.2 Preparation Before Class
3.3 Teaching Implementation
3.4 Classroom Follow-Up Activities
3.5 Teaching Feedback and Evaluation
4 Conclusion
References
AR Augmented Reality Intelligent Image Recognition System Based on the Artificial Intelligence
Abstract
1 Introduction to the Augmented Reality Technology
1.1 Concepts and Characteristics
1.2 Characteristics of the AR Technology
1.3 Advantages of the AR Technology
2 Setting Background of the AR Augmented Reality Intelligent Image Recognition System Based on the Artificial Intelligence
3 Design of the AR Augmented Reality Intelligent Image Recognition System Based on the Artificial Intelligence
4 Conclusion
References
The Influence of the Computer-Aided Environment on the English Translation Teaching Under the Network Teaching Mode
Abstract
1 The Characteristics of the Network Teaching
2 The Connotation and Value of the Computer Aided Translation
3 Difficulties and Solutions in the CAT Teaching
4 Content Construction of the Computer-Aided Translation Teaching Model
4.1 Student Translation Practice Platform
4.2 Translation Exercise Platform
4.3 Resource Management Platform for Teacher Translation Teaching
4.4 Yaxin System Management Platform
4.5 Expert Database Construction and Retrieval Platform
4.6 Teaching Interactive Platform
5 Conclusion
Acknowledgement
References
Three-Dimensional Simulation Training System for the Installation and Inspection Skills of Metering Devices
Abstract
1 Analysis of the Research Contents of the Three-Dimensional Simulation Training System for the Installation and Inspection Skills of the Metering Devices
1.1 The Main Research Contents of This Project
1.2 Technology Roadmap
2 Development of the Three-Dimensional Simulation Training System for the Basic Skills of the Installation and Inspection of the Measuring Devices Based on the Virtual Reality
2.1 Research on the Standardized Simulated Training Scripts
2.2 Research on the Component Technology of the 3D Dynamic Simulation Based on the Meta-Model
2.3 Development of the Standardized Three-Dimensional Simulation Training Project
2.4 Research on the Dynamic Human-Computer Interaction Technology
3 Developing the Mobile APP for the Installation and Inspection Skill Training of the Metering Devices
4 Development of a Practical Assistant System for the Installation and Inspection Skills of the Metering Devices
4.1 Research on the Registration Tracking Technology
4.2 Research on the Augmented Reality Interaction Technology
4.3 Research on the Augmented Reality Display Technology
4.4 Research on the Expert Remote Assistance Guidance Technology
4.5 Research on the Interactive Simulation Training Model of the Installation and Inspection Skills of the Metrology Devices
4.6 Launching the Demonstration Project Construction
5 Conclusion
Acknowledgement
References
Development of the GIS Software Technology in the Big Data Era
Abstract
1 Definition and Characteristics of GIS
2 Challenges of GIS in the Big Data Environment
2.1 Collection of the GIS Data in the Big Data Environment
2.2 Storage of the GIS Data in the Big Data Environment
2.3 Spatial Analysis of GIS in the Big Data Environment
3 Application and Analysis of the Big Data GIS Technology
4 Conclusion
Acknowledgement
References
Design of a Pineapple Picker with Self-locking and Self-adaptive Flexible Claws
Abstract
1 Introduction
2 Mechanism Design
2.1 Self-adaptive Mechanism
2.2 Flexible Claw Mechanism
2.3 Self-locking Mechanism
2.4 Secondary Organs
3 Design Calculation
4 Operation Method and Test Effects
5 Conclusion
Acknowledgement
References
The Architecture and the Key Technologies of Power Network Automatic Intelligent Scheduling Based on the Situational Awareness
Abstract
1 Connotation Analysis of the Situational Awareness
2 The Overall Objectives and the Framework of the Automatic Intelligent Dispatching in the Power Grid
2.1 Overall Objective
2.2 Overall Framework of the Automatic Intelligent Dispatching in the Power Grid
3 Key Technology of the Power Network Automatic Intelligent Scheduling Based on the Situational Awareness
3.1 Construction Technology of the Index System for the Power Grid Operation Trajectory
3.2 Power Network Trajectory Identification Technology Based on the Massive Information Knowledge Mining
3.3 Risk-Based Online Assessment and the Early Warning Technology
3.4 Intelligent Assistant Decision-Making Technology for the Power Grid Operation
3.5 Automatic Coordination Control Technology for the Power Grid Operation
3.6 Post-evaluation Technology of the Online Scheduling Software
3.7 Human-Computer Interaction Technology Based on the Natural Model
4 Conclusion
References
Design and Implementation of 8 kW Photovoltaic Power Generation System for Teaching
Abstract
1 Background Analysis of the 8 kW Photovoltaic Power Generation System for Teaching
2 Design of the 8 kW Photovoltaic Power Generation System for Teaching
3 Implementation Mechanism of 8 kW Photovoltaic Power Generation System for Teaching
4 Conclusion
Acknowledgement
References
Computer Evaluation Model of the Water Footprint in Shiyang River Basin
Abstract
1 Water Resources in Shiyang River Basin
2 Computer Evaluation Model of the Water Footprint in Shiyang River Basin
2.1 Calculation Model of the Ecological Footprint of Water Resources
2.2 Calculation Model of the Ecological Carrying Capacity of Water Resources
2.3 Calculation Model of the Ecological Deficit (Surplus) of Water Resources
2.4 Evaluation Index of the Sustainable Utilization of Water Resources Based on the Ecological Footprint Model
3 Analysis and Conclusion of the Computer Evaluation Model Based on the Water Footprint of Shiyang River Basin
4 Conclusion
References
The Field Behavior Analysis Technology in the Electric Power Operation
Abstract
1 Behavior Analysis of the Electric Power Operation Site
2 Problems Existing in the Electric Power Operation Site
2.1 Failure to Conscientiously Implement the Safety Responsibilities at All Levels
2.2 Safety Awareness Needs to Be Further Enhanced
2.3 Insufficient Training in the Safety Education
2.4 On-Site Control is More Difficult
3 Research on the Behavior Analysis Technology of the Electric Power Working Site
3.1 Top-Level Design of the Overall Expanding Information Security
3.2 Creating a High-Quality Information Security Professional Team
3.3 Monitor the Situation of the Entire Network
4 Application of the Behavior Analysis Technology in the Electric Power Working Site
5 Conclusion
References
Domain Knowledge Based Analysis of Energy Consumption and Industrial Structure Evolution
Abstract
1 Introduction
2 Evolution Process of Energy Consumption and Industrial Structure in China
3 Relation Between Energy Consumption Structure Evolution and Industrial Structure Promotion
4 Distinguishing Influence Direction of Energy Consumption and Industrial Structure
5 Conclusions
References
Establish a Predictive Model for Pancreatic Cancer
Abstract
1 Introduction
2 Method
2.1 Data Resource
2.2 Research Process
2.3 Factors Selection
2.4 Model Training
2.5 Model Evaluation
2.6 Tool
3 Results
3.1 Demography
3.2 Factors Selection
3.3 Established Prediction Model by Linear Regression
3.4 Model Evaluation
4 Discussion
References
Establish a Medical Image Analysis and Identification Platform
Abstract
1 Introduction
2 Literature
3 Method
3.1 Image Analysis Module
3.2 Image Recognition Module
4 Results
4.1 Data
4.2 Image Analysis Module
4.3 Image Recognition Module
5 Conclusion
References
Personal Health Record in FHIR Format Based on Blockchain Architecture
Abstract
1 Introduce
1.1 Background
1.2 Purpose
2 Related Work
2.1 Personal Health Records Development
2.2 FHIR
2.3 Blockchain
3 Methods
3.1 System Environment and Architecture
3.2 Database and Data Sheet
3.3 Encryption Method
3.4 Block Content
3.5 System Operation
3.6 Results
4 Conclusion
References
Personally Identifiable Data Field Checking Using Machine Learning
1 Introduction
2 Related Work
3 Methodology for Checking PII Field
3.1 Basic Idea
3.2 Asset Name Segmentations
3.3 Vector Space Model Transformation
4 PII Data Field Checking
4.1 Similarity Measurement
4.2 Checking PII Data Fields
5 Conclusion and Future Work
References
Blockchain and the Feature of Game Development
Abstract
1 Motivation and Purpose
2 Literature Review
2.1 Online Game
2.2 Virtual Item
2.3 Blockchain
3 Platform Planning and Design
4 Conclusions and Future Work
References
Multi-sensations Mechanism of Users on the Learning Platform Design of Music Aural Skills
Abstract
1 Introduction
2 Hearing Interface Design Guidelines
2.1 Make Music Contents Auditory
3 Visual Interface Design Guidelines
3.1 Make Sound Visible
4 Conclusion
References
A Research on Real-Name Blockchain System Bind Health Passbook Electronic Medical Record Exchanges Mechanism
Abstract
1 Research Background
1.1 Regulations and Privacy Protection
1.2 Information Security and Standards
2 System Model
References
A Comparative Analysis of Students’ Learning Effectiveness in Pathways of Multiple Admission System–A Case Study of Students in an Nursing University
1 Research Background
1.1 Pathways of Multiple Admission System
2 Learning Effectiveness
2.1 “Direct” and “Connected” Student Outcomes
2.2 “Knowing”, “Emotional” and “Skill” Different Degrees of Learning Results
2.3 The Three Students of “Programme” and “Class” are Included in the Results of the Study
2.4 The Results of Learning Outcomes
2.4.1 Personal Factor
2.4.2 School Factors
3 Method
References
Author Index