Foreword
Organization
General Chairs
Program Committee Chairs
Publication Chairs
Publicity Chairs
Local Organizing Chairs
Program Committee Members
Contents
Design of Home Stay Soft Outfit Display Platform Based on Android System
Abstract
1 Introduction
2 Proposed Method
2.1 Feasibility Analysis
2.2 Android System Framework
3 Experiments
3.1 C/S Architecture Design
4 Discussion
4.1 System Implementation
4.2 System Testing
5 Conclusions
References
Design of Educational Administration Comprehensive Information Management System Based on Thinkphp
Abstract
1 Introduction
2 Total System Design
3 Module Design
3.1 Curriculum Management Module
3.2 Hours Management Module
3.3 Pilot Project Modules
3.4 Experimental Reporting Module
3.5 Graduate Thesis Management Module
3.6 Information Management Module for Teachers and Students
4 Database Design
5 System Implementation
5.1 Secure Access Achieved
5.2 Logical Business Implementation
5.3 Online Access to Documents
5.4 Deployment of SAE Platform Achieved
6 Conclusion
References
Discussion on Application of Informatization in MCU Course
Abstract
1 Introduction
2 Overview of Informatization Teaching
2.1 Advantages of Information-Based Teaching
2.2 Informational Teaching Resources
3 The Status Quo of High-Tech Single-Chip Teaching
3.1 The Teaching Mode Is Imperfect
3.2 The Effect of Classroom Demonstration Is not Ideal
3.3 The Training Effect Is not High
4 The Application Strategy of Information Technology in the Teaching of Single-Chip Microcomputer
4.1 Application Strategy of Internet of Things Technology in MCU Teaching
4.2 Application Strategy of MOOC in MCU Teaching
5 Conclusion
References
Analysis of ASTM Standards Developing Mode and Its Enlightenment
Abstract
1 Introduction
2 Organization Structure and Assignment of Responsibility of ASTM
2.1 Board Committees Include
2.2 Standing Committees Include
3 Analysis of Standardization Technical Organization of ASTM
4 ASTM Standard Developing Model Analysis
4.1 ASTM Standard Development Procedures
4.2 ASTM Standards Categories
4.3 Appeal Mechanism
5 The Enlightenments to China’s Standardization Development
5.1 Focus on Openness
5.2 Establish Scientific and Transparent Standards Development Procedures
5.3 Attach Importance to the Handling of Negative Votes
5.4 Establish an Effective Appeal Mechanism
6 Conclusion
Acknowledgment
References
Methods of Improving the Efficiency of Computer Labs
Abstract
1 Introduction
2 Analysis of Computer Laboratory Management System
2.1 Status of Domestic Laboratory Management Systems
2.2 The Necessity of Laboratory Management System
2.3 Problems in the Laboratory Management System
3 Optimization Design Theory of Laboratory Management System
3.1 Design of Laboratory Management System
3.2 Requirements Elements for Laboratory Management System Implementation
3.3 Module Construction of Laboratory Management System
4 Methods for Improving the Efficiency of Computer Labs
4.1 Network Virus Prevention and Management
4.2 Implementation of Remote Management Mode
4.3 Strengthen Management Skills Training
5 Conclusion
Acknowledgments
References
Application of Computer Aided Instruction in College Physical Education
Abstract
1 Introduction
1.1 Study on Training Objectives and Specifications
1.2 Study on the Ways of Culture
1.3 Research on Curriculum and Teachers
1.4 Research on Students’ Employment
2 Constructing Employment-Oriented Training Model for Sports Education Professionals
2.1 Guiding Ideas and Basic Principles for Constructing Employment-Oriented Talents Training Model
2.2 Optimizing the Course System and Reforming the Sports Course in Colleges and Universities
2.3 Optimizing Teachers’ Team and Improving Teachers’ Professional Quality and Ideological Quality
2.4 Optimizing Teaching Methods
2.5 Optimizing the Way of Talents Training
2.6 Focus on Cultivating and Improving the Employment Competitiveness of Graduates
3 Conclusion
Acknowledgments
References
Development of the Model of Combining Medical Care with Old-Age Care Driven by “Internet +”
Abstract
1 Introduction
2 The Significance of the Development of the Model of Combining Medical Care with Elderly Care Driven by “Internet +”
2.1 Effectively Realize Information Communication and Resource Sharing Between Supply and Demand Parties
2.2 Improve the Quality and Efficiency of Medical and Nursing Services
3 “Internet +” Drives the Development of the Mode of Combining Medical Care with Elderly Care
3.1 The Distribution of Interests and Rights and Responsibilities
3.2 There Are Obvious Barriers Between Supply and Demand in Information Communication and Sharing
3.3 There Are Barriers to the Use of the Internet Among the Elderly, and It Is Difficult to Fully Express Their Effective Needs
3.4 The Cooperation Enthusiasm of Relevant Institutions Is Not High
4 Suggestions on the Development and Optimization of the “Combination of Medical Care and Nursing Care” Pension Model Driven by “Internet +”
4.1 Increase Government Support and Improve Top-Level Design
4.2 Build an Internet Service Cloud Platform
4.3 Strengthen Personnel Training
4.4 Increase Social Participation
5 Summary
Acknowledgements
References
Design and Development of Mobile Automobile Exhaust Detection System Based on Internet of Things
Abstract
1 Introduction
2 The Internet of Things
3 Automobile Exhaust Detection System
4 System Hardware and Software Design
5 Remote Management Platform
6 Summary
Acknowledgments
References
Exploration of TCM Culture Communication Based on the New Media
Abstract
1 Introduction
2 The Present Situation and Predicament of TCM Culture Communication Abroad
3 Research on New Media Communication of the Culture of Traditional Chinese Medicine
3.1 Domestic Research on New Media Communication of Culture of Traditional Chinese Medicine
3.2 International Research on New-Media of Culture of Traditional Chinese Medicine
4 Narrative Exploration Based on New Media
4.1 Daily Narrative to Spread TCM Culture
4.2 Spread of TCM Culture in Image Narrative Mode
5 Conclusion
Acknowledgements
References
Design of a Scanning Frame Vertical Shaft
Abstract
1 Introduction
2 Y Axis Design and Selection
References
Development Status and Challenges of Unmanned Vehicle Driving Technology
Abstract
1 Introduction
2 Application Value of Driverless Technology
2.1 Improve Driving Safety
2.2 Improve Travel Efficiency
2.3 Engage in Dangerous Work
3 Development Status of Driverless Technology
3.1 Development Status of Foreign Driverless Cars
3.2 Development Status of Domestic Driverless Cars
4 The Main Challenges Facing Driverless Technology
4.1 Technical Issues
4.2 Accurately Judge the Behavior of the Person
4.3 Reduce Costs
4.4 Policies and Regulations
4.5 Information Security
5 Conclusion
References
Analysis of Bayesian LASSO Using High Dimensional Data
Abstract
1 Introduction
2 Related Work
2.1 LASSO
2.2 Bayesian LASSO
2.3 Gibbs Sampling
3 Methodology
4 Conclusions
References
Review of Neural Network Models for Air Quality Prediction
Abstract
1 Introduction
2 Research Status of Predictive Model Based on Neural Network
3 Prediction Model Based on Dynamic Neural Network Model
4 Prediction Model Based on Combined Neural Network Model
5 Conclusion
References
Real Estate Spatial Price Distribution in Xining from the Perspective of Big Data
Abstract
1 Introduction
2 Methods
2.1 Global Spatial Autocorrelation Analysis
2.2 Local Spatial Autocorrelation Analysis
2.3 Geostatistical Analysis
3 Research Data
3.1 The Research Area
3.2 Selection of Research Objects
4 Results and Discussions
5 Conclusion
References
Design of UAV Bird-Driving Linkage System
Abstract
1 Introduction
2 Working Principle of the System
3 Bird-Driving UAV
4 Ground Bird Removal Equipment
5 Conclusion
References
Algorithm Design Based on Multi-sensor Information Fusion and Greenhouse Internet of Things
Abstract
1 Introduction
2 Multi-sensor Information Fusion Technology
2.1 Basic Concepts and Characteristics
2.2 Data Fusion Structure
3 Research on Data Association Technology
4 Research on Multi-sensor Data Decision
4.1 Introduction
4.2 Decision Method Based on DS Evidence Theory
4.3 Problems in DS Evidence Theory
5 Research on Greenhouse Internet of Things Data Fusion Algorithm
5.1 Algorithm Design
5.2 Algorithm Verification and Analysis
6 Conclusion
7 Conflict of Interest
Acknowledgments
References
Innovation of Office Management Work in Colleges and Universities Under the Background of “Internet +”
Abstract
1 Introduction
2 The Significance of Offices in Colleges and Universities
2.1 Service Function
2.2 Coordination Function
2.3 Supervision Function
3 Problems Existing in the Office Management Work in Colleges and Universities
4 Optimization of Office Management Work in Colleges and Universities Under the Mode of “Internet +”
4.1 Constructing Electronic Platform of School Affairs
4.2 Improving Systematic Management Work
5 Summary
References
Development and Design of Web-Based Distance Physical Education Teaching Platform
Abstract
1 Introduction
2 Analysis of Development Environment and Key Technologies of Sports Distance Education Platform
2.1 Demand Analysis and Teaching Design
2.2 Design Criteria of Sports Distance Network Education Platform
3 Design and Implementation of Long-Distance Physical Education Platform
4 Analysis and Discussion on the Design of Sports Distance Education Platform
4.1 Advantages of Teaching Application in Sports Distance Education
4.2 Main Problems and Deficiencies of Platform in Practical Application
5 Conclusion
References
Three-Phase Imbalance Control Method for Distribution Grid Based on SVG and Phase Switch Technology
Abstract
1 Introduction
2 Three-Phase Load Imbalance in Distribution Network
2.1 Danger of Imbalance
2.2 Calculation for Imbalance
3 Three-Phase Imbalanced Governance Process Based on Big Data Platform
4 Loss Analysis of Three-Phase Imbalanced System in Distribution Network
4.1 Line Loss at the High-Voltage Side
4.2 Transformer Loss
4.3 Loss at the Low-Voltage Side
5 Comprehensive Compensation Method and Simulation Verification
5.1 Establishment of Comprehensive Compensation Method
5.2 Simulation Verification for Balance Effect
6 Conclusion
References
Design of Factory Environmental Monitoring System Based on Internet of Things
Abstract
1 Introduction
2 The Design of Overall Scheme and Hardware Structure of the Environmental Monitoring System
2.1 The Design of Overall Scheme of the System
2.2 The Design of Hardware Structure of the System
3 The Design of System Software
3.1 The Design of Server-Side Software
3.2 The Design of Database
3.3 The Design of Data Monitoring Software
4 Summary
References
A Study of Teaching Model Construction Under Big Data Background-Taking 《Computer Information Technology》 for Example
Abstract
1 Introduction
2 Educational Big Data
3 Teaching Model Design Under Big Data Background
3.1 Modeling of Big Data Environment
3.2 Design of Teaching Objectives
3.3 Design of Teaching Model
3.3.1 Preparation Before Class
3.3.2 In-Class Interaction
3.3.3 After-Class Improvement
4 Teaching Case Design of 《Computer Information Technology》Under Big Data Background
4.1 Preparation Before Class
4.2 In-Class Implementation
4.3 After-Class Improvement
5 Conclusion
Acknowledgements
References
Discussion on Compiling Principle Teaching Mode Based on Modularization
Abstract
1 Introduction
2 Constructivism
3 Compiling Programming Design Teaching Method Under Constructivism
4 Conclusion
Acknowledgements
References
Design and Fabrication of Bionic Micro-nano Flexible Sensor
Abstract
1 Introduction
2 Experiment
2.1 Materials and Instruments
2.2 Sensitive Mechanism of Sensors
2.3 Fabrication of Flexible Tensile Strain Sensor
2.4 Preparation of Conductive Ink
3 Results and Discussion
Acknowledgments
References
A Parallel AES Encryption Algorithms and Its Application
Abstract
1 Introduction
2 MapReduce
3 Parallel AES Based on MapReduce
4 Cipher Block Chaining Mode MR-CBC Based on MapReduce
4.1 Parallelization of MR-CBC Mode
4.2 Subvector Generation Algorithms of MR-CBC Mode
5 Experiments
5.1 Performance Evaluation of Basic Block Ciphers
5.2 Impact of Cluster Nodes
6 Conclusions
Acknowledgements
References
Identifying Influence Coefficient Based on SEM of Service Industry
Abstract
1 Introduction
2 Customer Satisfaction Model
3 Results
4 Conclusion
Acknowledgments
References
Multi-function Bus Station System Based on Solar Energy
Abstract
1 Introduction
2 System Scheme Design
2.1 Overall Scheme Design of Solar Sun Chasing System
2.2 Overall Design of Battery Charging System
2.3 Intelligent Bus Stop Sign Display System
3 System Hardware Circuit Design
3.1 Solar Tracking System
3.1.1 Microprocessor Circuit
3.1.2 Photoelectric Detection Circuit Design
3.1.3 Rain or Shine Detection Circuit Design
3.1.4 Clock Circuit
3.1.5 Motor Drive Circuit
3.2 Battery Protection System Circuit
3.2.1 Design of Voltage Acquisition Circuit
3.2.2 Microcontroller Circuit
3.3 Intelligent Bus Stop Sign Display System
3.3.1 GSM Circuit
3.3.2 Rainfall Distribution on 10–12 GPS Circuit
4 System Software Design
4.1 Solar Automatic Tracking System
4.1.1 Rain or Shine Detection Part
4.2 Battery Protection System
4.3 Intelligent Bus Stop Sign Display System
4.3.1 Vehicle GPS Positioning
4.3.2 GSM Sends Positioning Information and GPRS to the Server
4.3.3 Receiving Information
5 System Debugging
6 Conclusion
Acknowledgements
References
Intelligent City Construction Based on Big Data in the Era of Sustainable Development
Abstract
1 Introduction
2 Method
3 Experiments
4 Results and Analysis
5 Conclusion
References
Construction of Supply Chain Information Sharing Mode in Big Data Environment
Abstract
1 Introduction
2 Related Concepts
2.1 Large Data
2.2 Supply Chain Information Sharing
2.3 Supply Chain Information Sharing in Big Data Environment
3 Information Sharing Mode of Traditional Supply Chain and Its Comparison
3.1 Three Supply Chain Information Sharing Modes
3.2 Comparative Analysis of Information Sharing Modes in Traditional Supply Chain
4 Construction of Supply Chain Information Sharing Model Under Big Data Environment
4.1 Data-Information Conversion Model Under Big Data Technology
4.2 Supply Chain Information Sharing Model Under Big Data Environment
4.2.1 Participants in Information Sharing
4.2.2 Sharing Information Content
4.2.3 Big Data Information Sharing Platform
5 Conclusions
Acknowledgement
References
Innovative Experiment Teaching of Computer Basic Course Based on SPOC
Abstract
1 Introduction
2 The Current Situation of Computer Basic Course Teaching
3 Problems in Experiment Teaching Under Traditional Teaching Mode
3.1 The Experiment Teaching Time is Insufficient
3.2 Lack of Interaction in Experiment Teaching
3.3 The Experiment Teaching Content Without Bright
3.4 Lack of Experiment Teaching Methods
3.5 The Form of Experiment Teaching is not Various
3.6 The Effect of Experiment Teaching is not Obvious
3.7 The Examination of Experiment Teaching is Inaccurate
4 Innovative Experiment Teaching Based on SPOC+ Flipped Classroom
4.1 SPOC+ Flipped Classroom
4.2 Experiment Innovation of SPOC and Flipped Classroom
4.2.1 Define Teaching Objectives and Plan Scientifically
4.2.2 Online and Offline Learning to Extend Time and Space
4.2.3 Enriching the Teaching Content, Weeding Out the Old and Bringing Forth the New
4.2.4 Activate Classroom Atmosphere and Strengthen Interaction
4.2.5 The Blended Teaching Method is Various and the Effect is Obvious
4.2.6 Multiple Evaluation System with Everyone’s Participation
5 Conclusion
Acknowledgements
References
Automated Design Method of Environmental Art Design Scheme Based on Big Data Analysis
Abstract
1 Introduction
2 Method
2.1 Design of Automated Environmental Art Scheme
2.2 Generating Antagonistic Networks (GAN)
2.3 Large Data Analysis Method
3 Data
4 Results
5 Conclusion
References
Exploration on the Construction of the English Ecological Classroom in Vocational Colleges from the Perspective of the Internet Plus
Abstract
1 Introduction
2 The Connotation and Theoretical Basis of the English Ecological Classroom in Vocational Colleges
2.1 The Connotation of the English Ecological Classroom in Vocational Colleges
2.2 The Theoretical Basis of the English Ecological Classroom in Vocational Colleges
3 The Construction of the English Ecological Classroom in Vocational Colleges
3.1 The Function of Guidance for Teachers’ Niche Needs to Be Strengthened
3.2 The Function of Subjectivity for Students’ Niche Needs to Be Enhanced
3.3 The Three-Dimensional Ecological Teaching Resources Needs to Be Designed
3.4 The Informationized Ecological Teaching Environment Needs to Be Established
4 Conclusion
References
Analysis and Enlightenment of New Media Editor Talent Demand Based on Python
Abstract
1 Introduction
2 Data Collection
2.1 Identify Data Crawling Websites
2.2 Get the Urllist of New Media Editor Jobs
2.3 Get the Detail Information of New Media Editor Jobs
2.4 Data Cleaning and Standardization
3 Data Analysis and Processing
3.1 New Media Editors’ Talent Demand and Wage Distribution in Different Cities and Different Industries
3.2 New Media Editors’ Talent Demand and Wage Distribution in Different Work Years and Different Academic Degrees
3.3 Key Vocational Skill Requirements for New Media Editor Positions
4 Enlightenment
5 Conclusions
References
A Fast and High Accuracy Localization Estimation Algorithm Based on Monocular Vision
Abstract
1 Introduction
2 Localization Model Estimation Algorithm Based on RANSAC Data Association
2.1 The Localization Algorithm Principle Based on 3D-2D Matching Points
2.2 The Analysis of Localization Model Estimation Algorithm
3 Fast and High Accuracy Localization Estimation Algorithm Based on KF and Weighted BA
3.1 The Consistent Set Selected Based on KF Prediction
3.2 Inlier Points Weighted for Localization Estimation Based on BA with Iterative Optimization
4 Simulation Experiments and Analysis
4.1 Processing Efficient Analysis
4.2 Accuracy Analysis
4.3 Performance Comparison of Two Algorithm
5 Conclusion
Acknowledgments
References
Reasonable Deployment of Computer Technology and Enterprise Human Resources
Abstract
1 Introduction
2 Methods
2.1 Feasibility Analysis
2.2 Introduction to Struts and Hibernate Frameworks
3 Experiments
3.1 System Framework Design
3.2 Database Conceptual Structure Design
4 Discussion
4.1 Realization of Design Scheme
4.2 Implementation of Struts and Hibernate
4.3 Application of Hibernate Technology in Model Layer
4.4 System Test
5 Conclusions
References
Strategies for Improving College Counselors Ideological and Political Education Capability by Using New Media Against the Background of Internet+
Abstract
1 Introduction
2 Explore the New Path of Counselors Ideological and Political Education from the Perspective of New Media
2.1 Transform the Spiritual Core of Campus New Media and Build a Good Campus Spiritual Atmosphere to Guide the Value Orientation of College Students
2.2 Transform the Campus New Media Culture Market and Build an Influential Brand of Campus New Media Culture
3 Improve the Management System of New Media on Campus
4 Conclusion
Acknowledgements
References
Application of Machine Learning in the Evaluation Model of Scientific Research Performance of Teachers
Abstract
1 Introduction
2 Introduction to Machine Learning Relevant Algorithms
2.1 Neighborhood Rough Set (NRS)
2.2 Support Vector Machine (SVM)
2.3 Particle Swarm Optimization (PSO)
3 Construction of Teacher’s Scientific Research Performance Evaluation Model Based on Machine Learning
3.1 Evaluation Index System
3.2 Evaluation Model of PSO Optimized NRS + SVM
3.3 Indicator Attribute Value Reduction
3.4 Particle Swarm Optimization SVM Algorithm
4 Experiment Process and Results Analysis
4.1 Experimental Data Acquisition and Pretreatment
4.2 Experiment Simulation
4.3 Analysis of Experiment Results
5 Conclusion
Acknowledgements
References
Spatial Pattern of Talents and the Evolution of the Situation of Chinese “Heihe-Tengchong Line” Under the Background of Big Data
Abstract
1 Introduction
2 Multi-factor Interpretation of the Basic Pattern of Heihe-Tengchong Line in Existing Literature
3 Research Hypothesis and Process of the Talent Pattern of Heihe-Tengchong Line
3.1 Research Hypothesis
3.2 Data Sources
3.3 Indexes and Interpretation
4 The Basic Trend of the Evolution of the Talent Pattern of Heihe-Tengchong Line
4.1 The Proportion of the Population with Higher Education Qualifications in the Total Population
4.2 Education Level Structure of Population with Higher Education Qualifications
5 Regional Relevance Analysis on the Evolution of the Talent Pattern of Heihe-Tengchong Line
5.1 Matching Analysis of Economic Factors of the Whole Country and on Both Sides of the Heihe-Tengchong Line
5.2 Similarity Analysis of Educational Structure on the Whole Country and Both Sides of Heihe-Tengchong Line
6 Main Conclusions and Discussions
Acknowledgments
References
Smart Tourism Management Mode Under the Background of Big Data
Abstract
1 Introduction
2 Methods
2.1 Swarm Algorithm
2.2 New Search Equation
3 Experimental
4 Discuss
4.1 Problems Existing in Smart Tourism Under the Background of Big Data
4.2 Development Path of Smart Tourism Under the Background of Big Data
5 Conclusion
References
Optimization of Support Capability Under Emergency Conditions
Abstract
1 Introduction
2 Index System Construction
3 Model Initialization
4 Conclusion
References
Coordinated Development of Coal and Water Resources Based on Big Data Analysis
Abstract
1 Introduction
2 Research Methods
2.1 Big Data Technology Theory
2.2 Big Data Thinking Framework
2.3 Cybergis Algorithm Technology
3 Experimental
4 Discuss
4.1 Possible Problems of Big Data in Mining Area
4.2 Resource Coordinated Development Target Value Optimization
5 Conclusion
Acknowledgements
References
On Diversified Teaching Mode of Comprehensive English in Big Data Era
Abstract
1 Introduction
2 The Background of Big Data Era and Overview of Diversified Teaching Mode
2.1 The Impact and Challenge of Big Data Era on College English Teaching
2.2 The Necessity of Implementing Diversified Teaching Mode in Comprehensive English Course Under the Background of Big Data Era
3 Measures for Innovative and Diversified Development of Comprehensive English Teaching Mode in the Big Data Era
3.1 Creating Diversified Teaching Methods and Organizing Diversified Teaching Activities Properly
3.2 Integrating English Teaching Resources and Developing Curriculum-Related Diversified Teaching Resources
3.3 Establishing Flipped Class and Multi-dimensional Teaching
3.4 Creating a Diversified and High-Quality Classroom Environment
3.5 Constructing a Diversified Teaching Evaluation System
4 Conclusion
References
A Summary of Domestic and Foreign Education Big Data Literature
Abstract
1 The Concept of Educational Big Data
2 The Role of Educational Big Data in Education
3 Conclusion
Acknowledgements
References
Intelligent Production Logistics System Based on Internet of Things
Abstract
1 Introduction
2 Intelligent Workshop Production Logistics System Planning
2.1 Goal Setting of Intelligent Workshop Production Logistics System
2.2 The Framework of Intelligent Workshop Production Logistics System
2.3 Key Technical Issues
3 Application of Intelligent Workshop Production Logistics System in Tire Enterprises
3.1 The Characteristics of Production and Logistics Process in Tire Enterprise
3.2 Construction of Intelligent Production Logistics for Tire Enterprises
4 Conclusions
Acknowledgements
References
Industrial Engineering Major Manufacturing Dig Data Application Analysis Direction Curriculum
Abstract
1 Introduction
2 Research Methods
2.1 Main Methods to Apply Curriculum Design
3 Experiment
4 Discuss
4.1 Manufacturing Big Data Analysis
4.2 Course Setting Analysis
5 Conclusion
References
Principle of Big Data and Its Application in the Field of Education
Abstract
1 Introduction
2 Analysis of Big Data Technology
2.1 The Concept of Big Data
2.2 Major Features of Big Data
3 The Main Applications of Big Data in the Field of Education
3.1 Innovate Educational Idea and Educational Thinking
3.2 Achieve Personalized Education
3.3 Conducive to Educational Decision-Making
4 Conclusion
References
Distributed Accounting Resource Sharing Method Based on Internet
Abstract
1 Introduction
2 Methods
2.1 Distributed Resource Sharing Scheme
2.2 Centralized Joint Resource Sharing Allocation Algorithm
2.3 Distributed Resource Sharing Algorithm
3 Experimental
4 Discuss
4.1 Suggestions for the Establishment of a Distributed Accounting Resource Sharing Platform for Enterprises in the Internet Age
5 Conclusion
References
Students’ Autonomous Learning in the Era of “Internet+” Big Data
Abstract
1 Introduction
2 Research Significance
2.1 The Needs of Students’ Acquisition of Skills
2.2 The Needs of Students’ Survival
2.3 The Needs of Students’ Development After Employment
3 Reason Analysis
4 Optimization Strategy
4.1 Instructional Design
4.2 Classroom Organization
4.3 Assessment and Evaluation
5 Summary
Acknowledgments
References
Gene Network Cancer Prediction Method Based on Multi-group Algorithm
Abstract
1 Introduction
2 Method
3 Result
4 Conclusion
Acknowledgments
References
Mobile Communication De-noising Method Based on Wavelet Transform
Abstract
1 Introduction
2 Research of the Methods
2.1 Overview of Wavelet Analysis
2.2 Selection Method of Threshold
2.3 Signal Wavelet Transform
2.4 Determination Method of De-noising Affect
3 Experiment
3.1 Noise Processing by Wavelet Transform
4 Discuss
4.1 Selection and Analysis of Threshold
4.2 Determination of De-noising Effects
5 Conclusion
References
Dynamic Assignment Model of Terminal Distribution Task Based on Improved Quantum Evolution Algorithm
Abstract
1 Introduction
2 Problem Analysis
2.1 Problem Hypothesis
2.2 Problem Objective
2.3 Model Construction
3 Algorithm Design and Improvement
3.1 Improvement of Algorithm Mechanism
3.1.1 Algorithm Exit Mechanism Improvement
3.1.2 Algorithm Elimination Mechanism
3.2 Algorithm Process
4 Experimental Analysis
4.1 Experimental Data and Algorithm Parameter Setting
4.2 Analysis of Experimental Results
4.3 Improvement Effect Analysis
5 Conclusions
References
Some Applications of Big Data Mining Technology on Education System in Big Data Era
Abstract
1 Introduction
2 Concept and Characteristics of Big Data Mining and Educational Data Mining
2.1 Big Data Mining Concept
2.2 Educational Data Mining Concept
2.3 Characteristics of Educational Data
3 Problems in Current Education System
3.1 Students’ Learning Ability Stays Unchanged
3.2 Low Enthusiasm to Learn
3.3 Difficult to Manage
4 Applications of Big Data Mining Technology in Education
4.1 Applied to Daily Management of Schools
4.2 Applied to Teaching and Teaching Reform
4.3 Applied to Student Learning and Enhance Self-directed Learning
4.4 Providing New Ideas for Construction, Application and Sharing of Educational Resources
5 Conclusions
Acknowledgements
References
Analysis on the Reform Path of College English Teaching in Local Engineering Colleges Under the Background of Big Data
Abstract
1 Introduction
2 Important Concepts
2.1 The Concept and Characteristics of Big Data
2.2 Engineering Colleges
3 Big Data Promotes a New Environment for English Teaching
3.1 Massive Teaching Resources Will Weaken the Status of Traditional Textbooks
3.2 Changes in the Role of Teachers and Students
3.3 Changes in Academic Assessment Methods
4 The Reform Path of College English Teaching in Local Engineering Colleges Under the Background of Big Data
4.1 Building a Three-Dimensional Curriculum System
4.2 Creating a Mixed Teaching Mode of “Mooc Class, Micro Class + Flip Classroom”
4.3 Integrating College English Teaching Resources
5 Conclusion
Acknowledgments
References
Design of Educational Robot Platform Based on Graphic Programming
Abstract
1 Introduction
2 Related Work
2.1 Robot Graphical Programming
2.2 Python and ROS Programming
3 Educational Robot Platform Design
3.1 Robot Platform Mechanical Structure Design
3.2 Environmental Awareness Based on Multi-sensor Information Fusion
3.3 Autonomous Positioning and Navigation
3.4 Robot Platform Control Based on ADRC Algorithm
4 Experiment and Test
5 Conclusion
Acknowledgments
References
Influencing Factors of Employee’s Environmental Scanning Behavior in Big Data
Abstract
1 Introduction
2 Model Development and Research Hypotheses
2.1 Theory of Planned Behavior
2.2 Research Hypotheses
2.2.1 Cognition of Environmental Scanning
2.2.2 Motivation of Environmental Scanning
2.2.3 Attitude of Environmental Scanning
2.2.4 Subjective Norms
2.2.5 Control of Perception
2.2.6 Organizational Support
3 Data Analysis and Research Results
3.1 Reliability and Validity Analysis
3.2 Hypothesis Testing
4 Discussion
Acknowledgements
References
Rural E-commerce Development Under the Background of Big Data
Abstract
1 Introduction
2 Status of Rural E-commerce Development
2.1 Grassroots Entrepreneurial Demonstration to the Surrounding Area and Gradually Formed an Industrial Cluster
2.2 “Government Support + Platform Empowerment” Promotes the Rapid Development of Rural E-commerce Development
2.3 Product Upgrade Needs to be Improved to Avoid Homogenization Competition
3 Building a Rural E-commerce Analysis Platform Based on Big Data
3.1 Construction of Infrastructure Services
3.2 Construction of Big Data Analysis Platform
4 Big Data Analysis Applied to the Development of Rural E-commerce
4.1 Improve Rural E-commerce Infrastructure Construction
4.2 Featured Products and Brand Creation
4.3 Electric Businessman Training
5 Conclusions
Acknowledgements
References
Regional Energy Internet Optimization Configuration Method Exploration
Abstract
1 Introduction
2 Regional Energy Internet Power Mathematical Model
2.1 Source Class Element Power Mathematical Model
2.2 Mathematical Model of Charge Class Element Power
2.3 Mathematical Model of Storage Element Power
2.4 Mathematical Model of Net Class Element Power
3 Regional Energy Internet Optimization Configuration Method
3.1 Restrictions
3.2 Objective Function
3.3 Solution Flow
4 Conclusion
References
Design of Personalized Service System for Home-Based Elderly Care Based on Data Fusion
Abstract
1 Introduction
2 Method
2.1 Data Integration and Calculation
2.2 Demand Analysis
3 Model Building
3.1 Data Fusion Model
3.2 Prediction Model of System Reasoning
4 Discuss
4.1 Realization of Cloud Service Platform
4.2 Implementation of Mobile Client
4.3 System Test
5 Conclusion
Acknowledgement
References
Image Tampering Location and Restoration Watermarking Based on Blockchain Technology
Abstract
1 Introduction
2 Image Watermarking Protection Method Based on Blockchain Strategy
2.1 Blockchain
2.2 Digital Watermark
2.3 Image Watermarking Based on the Blockchain Technology
3 Experimental Results
4 Conclusions
References
Innovation of Self-service System of College Mental Health in the Age of Big Data
Abstract
1 Introduction
2 Method
2.1 Characteristics of the Big Data Age
2.2 Large Data Information Storage Technology
2.3 Data Mining Method
3 Experiment
4 Results
5 Conclusion
References
Comparative Analysis of ARIMA Model and Neural Network in Predicting Stock Price
Abstract
1 Introduction
2 ARIMA Model
2.1 ARMA Model Theory
2.2 Stationarity Test and White Noise Test
2.3 ARMA Model Order Determination Method
3 Artificial Neural Network and LSTM Model
3.1 Artificial Neural Network
3.2 LSTM Model
4 Empirical Analysis
4.1 Data
4.2 Establishment of ARIMA Model
4.2.1 Stationarity Test
4.2.2 White Noise Test
4.2.3 Model Order Determination
4.2.4 Model Fitting and Forecasting
4.3 ANN and LSTM Model
4.3.1 Data Preparation
4.3.2 Model Prediction Effect
4.4 Comparison of Traditional Model and Neural Network Forecasting Effect
5 Conclusion
References
Traditional Supermarkets Using Internet of Things
Abstract
1 Current Difficulties of Traditional Supermarkets
1.1 Impact of E-Commerce
1.2 Shopping Experience
1.3 Profit Difficulties
1.4 Tedious Price Tag Replacement in Supermarkets
1.5 Complex Commodity Inventory Checking
2 Concept and Prospect of Internet of Things
2.1 The Concept of Internet of Things
2.2 Supermarkets Using Internet of Things
3 Reforming Traditional Supermarkets
3.1 Electronic Price System
3.2 RFID Management of Commodities
3.3 Smart Shopping, a Combination of Various Payment Methods
4 Function Realization
4.1 Electronic Price Tag System
4.2 Commodity RFID Management
4.3 Smart Shopping, a Combination of Multiple Payment Methods
5 Conclusions
References
Adaptability of Professional Setting and Local Industrial Structure of Applied Undergraduate Colleges in Dongguan Under the Background of Big Data
Abstract
1 Status Quo of Professional Structure of Applied Undergraduate Colleges in Dongguan
2 The Characteristics of Dongguan’s Economy and Industrial Structure
2.1 Economic Characteristics of Dongguan City
2.2 Characteristics of Industrial Structure in Dongguan
3 Adaptability Analysis of Professional Structure and Industrial Structure of Applied Undergraduate Colleges in Dongguan
3.1 Matching and Matching of the Applied Undergraduate Professional Structure and the Three Major Industries in Dongguan
3.2 Matching and Matching of Applied Undergraduate Professional Structure and Pillar Industry
4 Put Forward the Strategy of Adapting the Professional Setting and Industrial Structure of Dongguan Applied Undergraduate Colleges
4.1 Cultivate the Concept of High-Level and Distinctive Professions and Establish Professional Groups
4.2 Strengthening the Top-Level Design and Establishing a Sound Professional Setting and Adjustment System
4.3 Establishing an External Argumentation Mechanism for Third-Party Professional Settings
References
Port Logistics Efficiency Evaluation Based on DEA Model
Abstract
1 Introduction
2 Data Envelopment Analysis (DEA)
3 Tobit Regression Model
4 DEA-Based Port Efficiency Analysis
5 Analysis of Influencing Factors
6 Summary and Recommendations
Acknowledgement
References
Business English Word Frequency Analysis Method Based on Big Data
Abstract
1 Introduction
2 Methods
2.1 Core Concepts
2.2 Research Methods
3 Experimental
4 Discuss
4.1 Statistical Analysis
4.2 Word Frequency Analysis of “Business English”
5 Conclusion
References
Considerations on the Relationship Between Accounting Conservatism and Firm Investment Efficiency Based on Large Data Analysis
Abstract
1 Introduction
2 Method
2.1 Large Data Analysis Method
2.2 Calculating Method of Accounting Conservatism
2.3 Calculation Method of Investment Efficiency
3 Data
4 Result
4.1 Accounting Conservatism Can Restrain Overinvestment
4.2 Accounting Conservatism Aggravates Underinvestment
5 Conclusion
Acknowledgements
References
Design of Higher Vocational Education Auxiliary Platform Based on Cloud Computing Technique
Abstract
1 Introduction
2 Method
2.1 Core Concepts
2.2 Combination Method of Cloud Computing and Educational Auxiliary Platform Design
3 System Implementation Scheme
3.1 System Structure Design
3.2 System Implementation Planning
4 Realization of the System
4.1 Platform Construction
4.2 System Operation Test
5 Conclusion
Acknowledgements
References
Constructing Mobile Network Platform for Sports Resources Sharing of Universities-Enterprise Alliance Under Big Data
Abstract
1 Research Object and Method
1.1 Research Object
1.2 Research Method
2 Research Results and Analysis
2.1 Analysis on the Necessity of Building a Mobile Network Platform for Sports Resources Sharing of Universities Enterprise Alliance
2.1.1 It is the General Trend for University Sports Resources to Serve the Society
2.1.2 Reasons for the Low Openness of Sports Resources to Society in Universities
2.1.3 Feasibility of Opening University Sports Resources to Enterprises
2.2 Architecture Analysis of Mobile Network Platform for Sports Resources Sharing in University-Enterprise Alliance
2.2.1 Characteristics of Mobile Network Platform for Sports Resources Sharing in University-Enterprise Alliance
2.2.2 The Running Content of Sports Resources Sharing Mobile Network Platform of University Enterprise Alliance
2.3 Effectiveness Analysis of Mobile Network Platform for Sports Resources Sharing in University-Enterprise Alliance
2.3.1 University Sports Resources Sharing Before Using “Mobile Network Platform for Sports Resources Sharing of University-Enterprise Alliance”
2.3.2 University Sports Resources Sharing After Using “Mobile Network Platform for Sports Resources Sharing of University-Enterprise Alliance”
3 Conclusion
References
Micro-level Innovation Governance Ability Improvement Based on Internal Drive
Abstract
1 Introduction
1.1 Research Background
1.2 Literature Review
1.3 Research Program
2 The Function Mechanism of Internal Driving Factors in Micro-science and Technology System
2.1 Three-Level Inside-Driving Factors of Scientific and Technological Innovation
2.2 Progressive and Evolutionary Relations of Internal Driving Factors
2.3 Explanation of Financial Parameters of Internal Driving Force
3 Analysis of the Driving Force of Technological Innovation in Chinese Enterprises
3.1 Sample Selection
3.2 Analysis Method and Indicator Description
3.3 Relevance Analysis Results
3.4 Weak Links in the Driving Force of Scientific and Technological Innovation of Chinese Enterprises
4 Conclusions
References
WSN Coverage Optimization Based on Artificial Fish Swarm Algorithm
Abstract
1 Introduction
2 Mathematical Model of WSN Coverage
2.1 Node Coverage
2.2 Regional Coverage
3 WSN Coverage Based on Fish Swarm Algorithm
3.1 Artificial Fish Swarm Algorithm
3.2 WSN Coverage Based on Fish Swarm Algorithm
4 Experimental Simulation
4.1 Initial Condition Setting and Environment for Simulation
4.2 Experimental Result and Analysis
5 Conclusions and Future Work
References
Organizational Architecture of Smart Urban Planning Simulation Model in Big Data Environment
Abstract
1 Foundation of the Building Smart City
1.1 Establish the Management System of Smart City Construction
1.2 Infrastructure Construction of Smart City Construction
2 Organizational Framework of the Smart City Simulation Model
3 Application Scenario of the Smart City Simulation Model
3.1 Urban Construction Planning Simulation
3.2 Urban Real-Time Simulation
3.3 The Smart Community
3.4 Smart Transport
3.5 Smart Sanitation
4 Conclusions
Acknowledgements
References
On Electric Power Consumed and Economic Development in Fujian Province Under the Background of Big Data
Abstract
1 Introduction
2 Fujian Province’s Economy and Power Situation
2.1 Economic Development of Fujian
2.2 Power Consumption of Fujian
3 Data and Methodology
3.1 The Data
3.2 The Methodology
4 Empirical Results
4.1 URT
4.2 Testing for Co-integration
4.3 Causality Results
5 Empirical Results
References
Seismic Anomaly Information Mining Based on Time Series
Abstract
1 Introduction
2 Methods and Models
2.1 Data Preprocessing
2.2 Quantification of the Turning Amplitude
2.3 Extraction of Feature Points
3 Experiments and Results Analysis
3.1 Experimental Data
3.2 Anomaly Point Extraction
3.3 Effectiveness Evaluation of Earthquake Prediction
4 Conclusion
Acknowledgements
References
Inheritance and Innovation of Traditional Architectural Interior Design Techniques
Abstract
1 Introduction
2 The Connotation of Craftsman’s Spirit
3 Craftsman’s Spirit Embodied in Chinese Traditional Architectural Decoration
4 Inheritance of Craftsman’s Spirit of Chinese Traditional Architectural Decoration in Interior Design
5 Innovation of Craftsman’s Spirit Chinese of Traditional Architectural Decoration in Interior Design
5.1 Embodiment of Traditional Aesthetic Thoughts
5.1.1 Confucianism
5.1.2 Taoism
5.1.3 Harmony Between Man and Nature
5.2 The Application of Traditional Cultural Symbols
5.3 Reference of Traditional Craft
6 Conclusion
Acknowledgements
References
Analysis of Digital Twins and Application Value of Power Engineering Based on BIM
Abstract
1 Introduction
2 The Approach to BIM Digital Twinning
2.1 Engineering Planning Stage
2.2 Engineering Design Stage
2.3 Engineering Construction Stage
2.4 Engineering Operation and Maintenance Stage
3 The Application Value of BIM Digital Twin in Power Engineering
3.1 The Target Management Value During the Life Cycle
3.2 All Participant Application Value
4 Conclusion
References
Western Culture MOOC Teaching in the Age of Big Data
Abstract
1 Introduction
2 The Development of MOOC in the Era of Big Data
3 The MOOC Design for Western Culture Course
3.1 The Teaching Content Design
3.2 The Teaching Methodology Design
3.3 The Assessment System Design
4 Conclusions
Acknowledgements
References
Landscape Sand Table System Based on Deep Learning and Augmented Reality Technology
Abstract
1 Introduction
2 Method
2.1 Core Concepts
2.2 Stochastic Gradient Descent Algorithm
3 Experiment
4 Discuss
4.1 Analysis of Test Results
4.2 Design and Implementation of AR Sand Table System
5 Conclusion
References
Analysis of Student Financial Aid Based on Big Data Analysis
Abstract
1 Introduction
2 Method
2.1 Design of 2.1 Map/Reduce Computing Architecture
2.2 Task Configuration and Distribution in Map Phase
2.3 Task Merging and Data Storage in Reduce Phase
3 Experiment
3.1 Scientific Recognition of Poverty-Stricken Students
3.2 Developing Individualized Approaches to Funding
3.3 Implementing Effective Management Measures
4 Result
5 Conclusion
References
Tracking Method of Agricultural Products Logistics Based on RFID Technology
Abstract
1 Introduction
2 Method
2.1 Traceability Method
2.2 Data Collection Method
2.3 Information Processing
3 Experiment
4 Discuss
4.1 Follow-up Management Analysis
4.2 Information Detection and Analysis
5 Conclusion
Acknowledgements
References
Art Design Methods Based on Big Data Analysis
Abstract
1 Introduction
2 Method
2.1 Core Concepts
2.2 Real Coding Genetic Algorithm
3 Test
4 Experiment
4.1 Test Results and Analysis
4.2 Art Design Methods and Strategies
5 Conclusions
References
Influence of Artificial Intelligence Development on Employment in Beijing
Abstract
1 Introduction
2 The Influence of AI on Posts
3 Coping with the Negative Effect of AI on Beijing’s Employment in Advance
3.1 Carrying Out Policy Objective Analysis
3.2 Building a Systematic and Coordinated Policy System
4 Conclusions
References
Strategies on Traditional Chinese Medicine Translation Teaching in the Age of Big Data
Abstract
1 Introduction
2 Big Data and Learner Characteristics
3 Problems in Traditional Chinese Medicine Translation Teaching
3.1 Emphasis on the Teaching of Translation Knowledge and Skills, Lack of Practice
3.2 Emphasis on the Translation Knowledge and Skills, Lack of Concern on Translation Thinking
3.3 Lack of Class Hours, and Feedback to Individual Student
4 TCM Translation Teaching Strategies in the Era of Big Data
4.1 Make the Most of Various Resources Online and New Technology
4.2 Make Use of TCM Translation Corpus
4.3 The Use of Online Communication Platform
4.4 Fully Explore Big Data on Learners
5 Conclusions
Acknowledgements
References
Relationship Between Rice Growing Environment and Diseases-Insect Pests Based on Big Data Analysis
Abstract
1 Introduction
2 Method
2.1 PCA Algorithm Application Conditions
2.2 PAC Algorithm
3 Experiment
4 Discuss
4.1 Analysis and Discussion of Test Results
4.2 Relationship Between Diseases and Pests of Rice and Growing Environment
5 Conclusion
References
Analysis of Operation and Maintenance of Power Distribution Network Management Technology Under the Background of Big Data Era
Abstract
1 Power Distribution Network Management Technology Under the Background of Big Data Era
2 Problems in the Process of Power Distribution Network Management Under the Background of Big Data Era
2.1 Distribution Network Structure Problem
2.2 Distribution Network Problem
2.3 Distribution Network Facilities Management Issues
2.4 Distribution Network Management Specialization Needs to Be Improved
3 Operational Measures of Power Distribution Network Management Technology Under the Background of Big Data Era
3.1 Distribution Network Planning
3.2 Distribution Network Operation
3.3 Maintenance Measures for Power Distribution Network Management Technology
3.4 Strengthen Data Management of Power Distribution Network
4 Conclusion
References
Analysis of Enterprise Employee Performance and Corporate Benefit Correlation Based on Big Data Analysis
Abstract
1 Introduction
2 Method
2.1 Data Preprocessing
2.2 Feature Analysis
2.3 Association Rules Mining Algorithm
3 Data
4 Results
5 Conclusions
Acknowledgements
References
Revealing Land Subsidence in Beijing by Sentinel-1 Time Series InSAR
Abstract
1 Introduction
2 Study Area and Datasets
3 Methodology
4 Result and Discussion
5 Conclusion
Acknowledgements
References
Scale Adaptation of Text Sentiment Analysis Algorithm in Big Data Environment: Twitter as Data Source
Abstract
1 Introduction
2 Method
2.1 Platform Construction of Emotion Analysis Model
2.2 Emotion Analysis Algorithm in Big Data
3 Experiment
4 Result
5 Conclusion
References
Regional Value-Added Trade Network: Topological Features and Its Evolution
Abstract
1 Introduction
2 Method and Data
2.1 Method for Constructing ASEAN+3 Value-Added Trade Network
2.2 Data for Constructing ASEAN+3 Value-Added Trade Network
3 Topological Features of ASEAN+3 Value-Added Trade Network
3.1 Mapping ASEAN+3 Value-Added Trade Network
3.2 Aggregate Topological Features of ASEAN+3 Value-Added Trade Network
3.3 Centralities of Nodes of ASEAN+3 Value-Added Trade Network
4 Conclusions
Acknowledgements
References
Analysis on the Impact of FDI on Regional Innovation in China from the Perspective of Big Data
Abstract
1 Introduction
2 Literature
3 Model and Data
3.1 Data
3.2 Model Setting
4 The Empirical Results
4.1 Basic Regression Results
4.2 Heterogeneity Analysis
5 Conclusion
References
Solving Small Deformation of Elastic Thin Plate by ULE Method and Computer Simulation Analysis
Abstract
1 Introduction
2 Fundamental Equations
3 Theoretical Solutions of Dynamic Equations
4 Computer Simulation and Discussion
5 Conclusions
References
Evaluation System of Human Settlement Speciality Learning Roadmap Based on Machine Learning
Abstract
1 Introduction
2 Research Methodology
2.1 Guiding Ideology
2.2 Evaluation Index
3 Test Validation
3.1 Test Procedure
3.2 Test Results
4 Summary
References
Smart City Privacy Protection in Big Data Environment
Abstract
1 Introduction
2 The Impact of Big Data Environment on Smart City
2.1 The Value of Big Data Environment to the Establishment of Smart City
2.2 Data Security Risks of Smart City in Big Data Environment
3 Privacy Protection Path of Smart City in the Environment of Big Data
3.1 From the Moral Level
3.2 From the Legal Level
3.3 From the Aspect of Technical Prevention and Control
4 Conclusions
References
A Target Tracking Algorithm Based on Correlation Filter and Least Squares Estimation
Abstract
1 Introduction
2 Method
2.1 Design of Bayesian Tracking Framework Based on Correlation Filter
2.2 Target Tracking Model Based on Least Square Method
3 Experiment
3.1 Experimental Setup
3.2 Data Sources and Evaluation Indicators
4 Results
4.1 Overall Comparison of Tracking Algorithms
4.2 Analysis of Tracking Model Based on Correlation Filter and Least Squares
5 Conclusions
References
Personality Feature Model of Innovation Motivation and Innovation Ability Based on Big Data Analysis
Abstract
1 Introduction
2 Methods
2.1 Feature Separation Method
2.2 Synchronization Calculation Method
2.3 Big Data Analysis Method
3 Data
4 Results
4.1 Correlation Between Different Dimensions
4.2 Prediction Accuracy
5 Conclusion
References
Determination and Check of Basic Parameters of Automobile Clutch Under the Background of Big Data
Abstract
1 Introduction
2 Design Clutch Conditions
3 Determination of Basic Parameters of the Clutch
3.1 Determination of Clutch Torque Capacity Tc
3.2 Determination of the Inner Diameter D of the Friction Plate Outer Diameter D Friction Plate
3.3 Determination of the Unit Pressure Po of the Friction Lining and the Working Pressure F Acting on the Pressure Plate
4 Checking the Main Parameters of the Friction Plate
5 Conclusions
Acknowledgements
References
New Features of Editing Role Positioning Under the Background of Artificial Intelligence
Abstract
1 Introduction
2 Methods
2.1 Evolutionary Algorithm of Artificial Intelligence
2.2 Combined Sort Algorithm
3 Experimental
3.1 Difference Between Artificial Intelligence Editing and Traditional Editing
4 Discuss
4.1 Inherent Limitations of Artificial Intelligence Algorithm Technology
4.2 The Dual Logic of Artificial Intelligence and the Transformation of Journalism
5 Conclusion
Acknowledgements
References
Examination of Regional Energy Internet Information Management System Based on Source-Grid-Load-Storage
Abstract
1 Introduction
2 The Current Research Status of Domestic and Abroad
2.1 Foreign Research Status State
2.2 Domestic Research Status
3 The Positioning of Regional Energy Interconnection Information Management System
4 The Overall Structure of the Regional Energy Interconnection Information Management System
5 The Technical Framework of Regional Energy Interconnection Information Management System
5.1 The Data Collection
5.2 The Data Center
5.2.1 The Data Processing Module
5.2.2 The Analysis and Presentation Module
5.3 The Applications and Services
6 Conclusion
References
Research and Implementation of Contours Automatic Generalization Constrained by Terrain Line
Abstract
1 Introduction
2 Two-Stack DP Algorithm Principle
2.1 Principle of DP Algorithm
2.2 Two-Stack DP Algorithm Principle
3 Contour Automatic Realization
3.1 Contour Pretreatment
3.2 Contour Line Thinning
3.3 Reference Threshold Determination
3.4 Automatic Integration of Contour Clusters
3.4.1 Automatic Extraction of Ground Lines
3.4.2 Contour Line Integration Based on Ground Line Constraints
4 Conclusion
References
EVA-Based Commercial Bank Value Evaluation Model – Take SPD Bank as an Example
Abstract
1 Introduction
2 EVA Value Evaluation Model
2.1 General EVA Measurement Model
2.2 EVA Measurement Model for Commercial Banks
3 EVA Based Commercial Bank Value Evaluation Model
3.1 Assumptions of EVA Model
3.2 EVA Model Evaluation Method
4 Steps to Calculate EVA Value of SPD Bank
4.1 Step 1
4.2 Step 2
4.3 Step 3
4.4 Step 4
4.5 Step 5
5 Conclusions
References
Financing Predicament of Small and Medium-Sized Foreign Trade Enterprises in China–Based on Big Data Analysis
Abstract
1 Introduction
2 The Current Reality of Financing of SM Enterprises in Foreign Trade
2.1 Single Financing Channel
2.2 Low Financing Satisfaction
2.3 High Financing Cost
3 The Reasons for the Financing Predicament of SM Enterprises in Foreign Trade
3.1 Unstable Operating Conditions and Low Capacity
3.2 Financing Innovation Is Low
3.3 Banks Set up Higher Financing Threshold Based on Financing Security Requirements
3.4 High Listing Cost of Direct Finance
3.5 High Risk of Private Financing
3.6 The Government Support Policy Implementation Is Not in Place
3.7 The Government Policy Guarantee Is Insufficient
4 Conclusion
References
Application of Big Data to Precision Marketing in B2C E-commerce
Abstract
1 Introduction
2 B2C E-commerce Precision Marketing on Big Data
3 Role of Big Data in B2C E-commerce Precision Marketing
3.1 Theoretical Basis for B2C Businesses Using Big Data for Precision Marketing
3.2 B2C Enterprises Targeting Customers Precisely with Big Data
3.3 Analysis of Jingdong Mall Using Big Data for Precision Marketing
4 Conclusion
Acknowledgements
References
Application of Information Theory and Cybernetics in Resource Configuration
Abstract
1 The Basic Principle of the Information Theory, Cybernetics and Their Methodological Significance
2 Reasonable Arrangements for Asset Items
2.1 Monetary Funds and Short-Term Investments
Acknowledgments
References
Structural Optimization of Service Trade Under the Background of Big Data
Abstract
1 Introduction
1.1 Import and Export Level Is Lower
1.2 Regional Development Is Uneven
1.3 The Import and Export of Emerging Services Grew Rapidly
2 Empirical Analysis of Influencing Factors of Service Trade Structural Optimization in Shandong Province
2.1 Model Introduction
2.2 Variable Definitions and Data Sources
2.3 Empirical Analysis and Research Results
2.4 Research Conclusion
3 Conclusions
References
Analysis of the Relationship Between Individual Traits and Marketing Effect of E-Commerce Marketers Based on Large Data Analysis
Abstract
1 Introduction
2 Method
2.1 Overview of Large Data Analysis
2.2 Related Index Design
2.3 Relationship Model
3 Experiment
4 Results
5 Conclusion
References
Analysis of Urban Street Microclimate Data Based on ENVI-met
Abstract
1 Introduction
2 Research on Microclimate
3 Research Technique
3.1 Subject Investigated
3.2 Digital Simulation
4 Interpretation of Result
4.1 Analysis of Air Temperature Data
4.2 Analysis of Wind Speed
4.3 Analysis of Relative Humidity
4.4 Analysis of Predicted Mean Vote (PMV)
5 Correlation Between Street Space and Microclimate Data
5.1 Impact of Street Orientation
5.2 Impact of Sky View Faktor
5.3 Impact of Plant
6 Conclusion
References
Big Data Security Issues in Smart Cities
Abstract
1 Introduction
2 Smart City Big Data Security Status
2.1 Intelligent Infrastructure
2.2 Big Data Collection, Transmission and Storage
2.3 Big Data Management
3 Smart City Big Data Security Protection
4 Conclusion
References
System Test of Party Affairs Work Management Information System in Higher Vocational Colleges
Abstract
1 Introduction
2 Test Principles
3 Test Process
4 Test Environments
5 Test Process and Results
5.1 The User Logs in to the System Test Case
5.2 Meeting Management Function Test Case
5.3 User Management Function Test Case
6 Conclusions
Acknowledgements
References
Design Method of Axial Clearance Adjustment Gasket for Mass Production Components Based on Big Data Application
Abstract
1 Introduction
2 Analysis and Calculation of Axial Clearance of Rolling Bearing of Reducer
3 Study on the Design Method of Axial Clearance Adjusting Gasket Under the Condition of Batch Production
3.1 Adjusting Gasket Design to Ensure that the Assembly Gap Is Equal to or Greater Than the Technical Requirements
3.2 Adjusting Gasket Design to Ensure that the Constituent Rings Are Manufactured According to Unindicated Tolerances
3.3 Adjusting Gasket Design to Ensure that the Probability of not Installing the Gasket Is the Maximum
4 Analysis and Comparison of Three Design Methods of Adjusting Gasket
5 Conclusion
References
Exploration on the Implementation Path of Drawing Course Under the Information-Based Background
Abstract
1 Introduction
2 The Path Design of Teaching Implementation
2.1 Whole Process of Education, to Introduce Ideological and Political Ideas for Students to Lay a Solid Ideological Foundation
2.2 Combination of 3D Printing Model with Digital Instructional Model
2.3 Blending Learning, Break the Traditional Boundaries Among Classroom, Practical Training and AutoCAD Learning
2.4 Introduce CAD Intelligent Evaluation System into Classroom Teaching
2.5 Rich Technical Resources Are Applied and Flipped Classroom Is Adopted as the Main Teaching Mode
2.6 Take Surveying and Mapping Modeling and 3D Maker Society as the Platform for Communication and Learning
3 The Implementation of Classroom Teaching Process
3.1 Preparation Before Class
3.2 In-Class
3.3 After-Class
4 Teaching Ideas and Improvement
4.1 In-Depth Exploration into Resources of Typical Part Cases of Enterprises
4.2 Expand the Typical Production Process
5 Final Words
References
Practical Teaching Mechanism of Electronic Commerce
Abstract
1 Introduction
2 The Logic of Constructing Practical Teaching Mechanism of the Major of Electronic Commerce
2.1 According to the Goal of National Higher Education Reform
2.2 According to the Goal of Educational and Teaching Reform in Applied Undergraduate Colleges
2.3 According to the Talents Cultivation Objectives of the Major of Electronic Commerce in Applied Undergraduate Colleges
3 Practical Teaching Problems in E-Commerce Courses
3.1 The Practical Teaching Contents Are Unreasonable
3.2 Lack of Initiative and Creativity
4 Reflections on the Practical Teaching System Construction of the Major of Electronic Commerce
4.1 The Process of Practical Teaching Should Penetrate the Educational Idea of Cultivating Students’ Initiative Ability
4.2 The Teaching Process Should Pay Attention to the Efficiency and Effect
4.3 The Teaching Process Should Pay Attention to the Combination of Basic Theory and Practical Teaching
4.4 Practical Teaching Should Pay Attention to the Mode of School-Enterprise Cooperation and Co-cultivation
5 Conclusion
Acknowledgments
References
Analysis and Research of Mine Cable Fault Point Finding Method Based on Single Chip Microcomputer and FPGA Technology
Abstract
1 The Introduction
2 Types of Cable Faults
2.1 Insulation Failure of Mine Cable
2.2 Ground Fault
2.3 Short Trouble
2.4 Break Line Fault
2.5 Flashover Fault
2.6 Closed Fault
3 Existing Methods of Cable Fault Location
3.1 Traveling Wave Fault Location Method
3.2 Impedance Fault Location Method
3.3 External Signal Ranging Method
3.4 Capacitance Comparison Method and Electromagnetic Induction Method
4 Application of Single Chip Microcomputer and FPGA Technology in Mine Ranging System
4.1 Single Chip Distance Measurement
4.2 Set up the Ranging System Method Based on FPGA
4.3 Overall Scheme Design of the System
5 Conclusion
Acknowledgments
References
Emotional Analysis of Sentences Based on Machine Learning
Abstract
1 Introduction
2 Concept Description
3 Realization Process
3.1 Data Labelling
3.2 Acoustic Feature Extraction
3.3 Speech Recognition
3.4 Text Processing
3.5 Normalization
4 Expected Outcome
5 Conclusions
Acknowledgment
References
Application and Research of Basketball Tactics Teaching Assisted by Computer Multimedia Technology
Abstract
1 Introduction
2 Concepts and Characteristics of Computer-Assisted Teaching
3 Teaching Design of Computer Multimedia Technology Assisted Basketball Tactics
3.1 Apply Picture Material to Mark Key Actions
3.2 Apply Animation Material Decomposing Action
3.3 Apply Text Material Annotation Action Essentials
4 Assessment Indicators and Result Discussions
4.1 Indicators
4.2 Experimental Results and Discussions
5 Conclusions
References
Accurate Calculation of Rotor Loss of Synchronous Condenser Based on the Big Data Analysis
Abstract
1 Introduction
2 The Influence of DC Bias on SEMF of the Transformer
2.1 Transformer Model Considering the Effect of DC Bias
2.2 Influence of DC Bias on Secondary Electromotive Force of Transformer
3 Time-Stepping Finite Element Model Used to Calculate the Rotor Loss Caused by High-Frequency Current
3.1 Field-Circuit-Network Coupled Equations
3.2 Rotor Slot Wedge and Iron Core Loss Considered High-Frequency Current
3.3 Harmonic Current of Synchronous Condenser Considering Transformer DC Bias
4 The Rotor Loss of Synchronous Condenser Caused by DC Bias
4.1 The Effect of Different Harmonics Voltage on the Rotor Loss Under the Lagging Phase Operation of the Synchronous Condenser
4.2 The Effect of Different Harmonics Voltage on the Rotor Loss Under the Leading Phase Operation of Synchronous Condenser
5 Conclusions
Acknowledgments
References
A Parallel Compressed Data Cube Based on Hadoop
Abstract
1 Introduction
2 Traditional Dwarf Data Cube
3 Segmentation of Data Cube
4 Parallel Dwarf Data Cube
4.1 Construction of Parallel Dwarf
4.2 Query of Parallel Dwarf
5 Experiments
5.1 Construction Performance of Parallel Dwarf
5.2 Query Performance of Parallel Dwarf
6 Conclusions
Acknowledgements
References
Development Trends of Customer Satisfaction in China’s Airline Industry from 2016 to 2018 Based on Data Analysis
Abstract
1 Introduction
2 Customer Satisfaction Model
3 Conclusions
Acknowledgments
References
Intelligent Outlet Based on ZMCT103C and GSM
Abstract
1 Introduction
2 System Scheme Design
3 System Hardware Circuit Design
3.1 Power Circuit
3.1.1 220 V to 5 V Transfer Circuit
3.1.2 5 V to 3.3 V Transfer Circuit
3.2 Smallest System of Microcontroller Circuit
3.3 Current Collecting Circuit
3.4 Relay Circuit
3.5 Human-Computer Interaction Module
3.6 Communication Module
4 System Software Design
4.1 Main Program Design
4.2 Current Acquisition Program Design
4.3 GSM Communication Module Programming
5 System Debugging
6 Conclusion
Acknowledgments
References
Internal Quality Control and Evaluation Method of Food Microorganism Detection
Abstract
1 Introduction
2 Internal Quality Control of Food Microorganism Detection
3 Evaluation Method of Food Microbial Detection Quality
3.1 Determining the Weight of Indicators
3.2 Constructing Qualitative Scoring Set
3.3 Evaluation Methods Among Different Indicators
3.4 Fuzzy Computing
4 Results
5 Conclusion
References
Application of Big Data in B2C E-commerce Market Analysis
Abstract
1 Introduction
2 Related Concepts
3 Big Data Application in B2C E-commerce Market Analysis
3.1 Characteristics of Consumers and B2C E-commerce Companies in the Context of Big Data
3.2 Application of Big Data in B2C E-commerce Market Analysis
3.2.1 Analysis of B2C E-commerce Market Based on Big Data
3.2.2 The Role of Big Data in the Analysis of B2C E-commerce Market
3.3 Problems and Improvements
References
Judicial Statistics Based on Big Data Context
Abstract
1 Introduction
2 Method
3 Experiment
4 Results and Analysis
5 Conclusion
References
Empirical Study on Intercultural Adaptability of Undergraduates Under the Background of Big Data
Abstract
1 Introduction
2 Study Design
2.1 Research Methods
2.2 Reliability and Validity of the Questionnaire
2.3 Survey Implementation
2.4 Sample Structure
3 Results and Analysis
3.1 Mental Adaptation
3.2 Cultural Adaptation
3.3 Academic Adaptation
3.4 A Comparative Study on the Intercultural Adaptability of Students from Thailand and Vietnam
3.4.1 Comparison of Psychological Adaptation
3.4.2 Cultural Adaptation Comparison
3.4.3 Comparison of Academic Adaptation
4 Conclusions and Suggestions
References
Big Data and Evaluation of Tourism Competitiveness of Counties in Guang-Dong Province
Abstract
1 Introduction
2 Factor Analysis Method
2.1 Basic Idea and Principle of Factor Analysis Method
2.2 Establishment of Indicator System
3 Experimental
4 Discuss
4.1 Analysis of Experimental Results
4.2 Analysis and Evaluation
5 Conclusion
References
Fused Image Quality Assessment Based on Human Vision
Abstract
1 Introduction
2 Construction of Pseudo-Color Image Fusion Framework
3 The Methods of Evaluating Quality of Fused Images
4 Conclusion
References
Intelligent Monitoring and Simulation of the Whole Life Cycle of Coal Mining Process and Water Quantity and Quality in Coal and Water Coordinated Development Under Large Data
Abstract
1 Introduction
2 Method
2.1 Algorithm of DEA Model
2.2 Evaluation Index and Model Determination Method
3 Experiment
4 Discuss
4.1 Calculation and Analysis of Ecological Efficiency of Mine Water
4.2 Analysis on the Evolution Rule of the Whole Life Cycle of Mine Water Ecological Efficiency
5 Conclusion
Acknowledgements
References
On Blended Learning Mode of Comprehensive English Based on MOOC
Abstract
1 Introduction
2 Summary of MOOC and Blended Learning Model
2.1 The Concept and Application of MOOC
2.2 Overview of Blended Learning Model
3 Construction of Blended Learning Mode of Comprehensive English Based on MOOC
3.1 Pre-class Preparation Stage
3.2 Course Implementation Stage
3.3 Course Evaluation
4 Conclusion
References
Optimized Event Identification Fused with Entity Topic
Abstract
1 Introduction
1.1 Advantages and Disadvantages of Different Topic Identification Models
1.2 Event Topic Learning Model Introduce
2 Innovation Research
2.1 ECorrLDA
2.2 ECorrLDA2
3 Experimental Verification and Result Evaluation
4 Conclusion
References
Innovation of “Internet + English” Teaching Mode Driven by Big Data
Abstract
1 Introduction
2 Current Situation of English Teaching
2.1 Outdated Teaching Ideas
2.2 Old-Fashioned Teaching Methods
3 The Significance of Constructing “Internet + English” Teaching Mode
4 Teaching Practice of “Internet + English”
5 English Teaching Reform Measures from the Perspective of Big Data
6 Conclusion
Acknowledgments
References
PPI Inference Algorithms Using MS Data
Abstract
1 Introduction
2 Method
3 Result
4 Conclusion
Acknowledgement
References
Foreign Language Education in the Era of Artificial Intelligence
Abstract
1 Introduction
2 The Impact of Artificial Intelligence on Foreign Language Education
2.1 Impact on Foreign Language Teachers
2.2 Impact on Learners
2.3 Impact on the Mode and Methods of Foreign Language Education
2.4 Impact on Evaluation
3 Application Status of AI in Foreign Language Education
4 Countermeasures to Promote the Effective Application of AI in Foreign Language Education
4.1 Countermeasures for College
4.2 Countermeasures for Teachers
4.2.1 Update Teaching Concepts and Reshaping the Role of Teachers
4.2.2 Follow the Latest Technology to Improve Information Literacy and Intelligent Education
4.2.3 Reform the Teaching Mode and Optimize the Language Teaching Process
4.3 Countermeasures for Students
5 Conclusion
Acknowledgments
References
Effective Information Extraction Algorithm of Dynamic Logistics Big Data Based on SVM
Abstract
1 Introduction
2 Method
2.1 Big Data Overview
2.2 Information Feature Preprocessing
2.3 Effective Information Extraction Algorithm of Dynamic Logistics Big Data Based on SVM
3 Experiment
4 Results
5 Conclusion
References
Brand Shaping Strategy of Characteristic Towns Under the Background of “Internet +” Based on Rooted Culture
Abstract
1 Introduction
2 Overview of Grounding Theory
2.1 The Concept of Grounding
2.2 Expressions of Rooting
2.2.1 Natural Endowment Gene
2.2.2 Social Capital Base
2.2.3 Market Demand Preference
3 Understanding the Significance of Embedded Culture to the Brand-Building of Characteristic Towns
3.1 Differential Orientation of Characteristic Towns
3.2 Avoid Acclimatization of Characteristic Towns
3.3 Sustainable Development of Characteristic Towns
4 Brand Shaping Strategy of Characteristic Towns Under the Background of “Internet +” Based on Rooted Culture
4.1 Grounded in the Local Area, Do a Good Job of Characteristic Articles, and Implement the Strategy of Differentiated Development
4.2 Improving the Image Recognition System (CIS)
4.3 Using the “Internet +” Micro Economic Means to Spread the Characteristic Town Brand
4.4 Constructing and Perfecting the Infrastructure of Characteristic Towns
4.5 Innovative the Brand Shaping Subject of Characteristic Town
4.6 Make Full Use of the Wisdom and Technology in the Internet + Era to Enhance the Brand Elements
Acknowledgements
References
Application Research of Big Data Technology in Cross-Border E-Commerce Store Operation
Abstract
1 Introduction
2 The Main Problems in the Operation of Cross-Border E-Commerce Enterprises in China
2.1 Selection Issues
2.2 Product Shelves, Traffic Problems
2.3 Store Maintenance Issues
2.4 Logistics Issues
3 Research on the Application of Big Data Technology in Cross-Border E-Commerce
3.1 Application of Big Data Technology in Selected Products
3.2 Application of Big Data Technology in Product Launching Traffic
3.3 Big Data Technology Application in Store Maintenance
3.4 Application of Big Data in Cross-Border Logistics
4 Summary
Acknowledgements
References
Path of the Reform of the Psychological Health Education Model in Higher Vocational Colleges in the Big Data Era
Abstract
1 Introduction
2 Method
2.1 Overview of Big Data
2.2 Web Crawler Technology
2.3 Data Mining Method Based on Spectral Clustering
3 Data
4 Results
5 Conclusion
References
RMB Exchange Rate Prediction Based on Bayesian
Abstract
1 Introduction
2 Bayesian Parameter Estimation of AR(p) Model
2.1 AR (P) Model
2.2 Likelihood Function
2.3 Prior Distribution
2.4 Posterior Distribution
3 Gibbs Sampling
4 Empirical Strategy
4.1 Data
4.2 Stationarity Test
4.2.1 Sequence Diagram
4.2.2 ADF Test
4.3 Model
4.4 Gibbs Sampling
4.5 Prediction
5 Conclusion
References
Shared Smart Strollers
Abstract
1 Introduction
2 Hardware System Structure Diagram
3 Program Flow Chart
4 Testing and Analysis
5 Conclusion
Acknowledgements
References
Port Competitiveness Analysis Based on Factor Analysis
Abstract
1 Introduction
2 Data Processing and Establishment of Evaluation Indicators
3 Conclusion
Acknowledgements
References
Application of English Virtual Community in Teaching Based on Campus Network Construction
Abstract
1 Introduction
2 Method
2.1 Virtual Community
2.2 Campus Network
2.3 Building English Virtual Community
3 Design Analysis and Data
4 Results
4.1 Architecture Design and Implementation Effect
4.2 Community Effectiveness Survey Statistics
5 Conclusion
References
Analysis and Research on the Innovative Teaching Mode of Collegiate Athletic Education Under the Background of Big Data
Abstract
1 Characteristics and Application of Big Data
2 The Current Situation of the Teaching Mode of Collegiate Athletic Education
2.1 There Are Fewer Physical Education Teachers, Less Physical Education Teaching Facilities and Fewer Courses
2.2 It Pays Too Much Attention to the Training of Sports Skills, Neglects the Health Education of Physical Quality, and Has a Single Evaluation System
2.3 There Are Few Class Hours of Sports Theory, and the Knowledge of Sports Theory and Sports Health Care of College Students Is Too Lacking
3 Innovating the Teaching Mode of Collegiate Athletic Education Under the Background of Big Data
3.1 Innovate Teaching Thinking Mode and Establish Online Interactive Physical Education Teaching Mode
3.2 Build and Introduce Intelligent Sports Venues and Sports Sensing Equipment, and Innovate the Learning Mode and Sports Health Experience of College Students
3.3 Creating a New Teaching Mode of Diversified Physical Education for College Students
3.4 Innovative and Diversified Evaluation System of College Students’ Physical Education
4 Conclusion
References
Application of Big Data and Smart City Technology in New Urbanization Planning
Abstract
1 The Application Prospect of Big Data
1.1 Realize High Efficiency Operation of Cities
1.2 Promote a Large Number of Emerging Industries
1.3 Satisfy the Happy Life of Residents
2 Challenges of Smart City Development
2.1 The Uneven Development of the Industry and a Shortage of Professionals
2.2 Barriers to Big Data Pull-Connect Sharing
2.3 Lack of Innovation in Technology Application
2.4 Lack of System Specification for Big Data Management and Application
3 Strategies of Smart City Construction Based on Big Data
3.1 Establish Urban Data Management System
3.2 Spatial Planning of Smart City
3.3 Raise the Level of Government Public Service Through Accurate Analysis
3.4 Establish Big Data Analysis Center and Promote the Development of Urban Digital Economy
3.5 Promote Platform Construction
3.6 Comprehensive Evaluation of Urban Big Data
3.7 Strengthen Platform Data Security and Build Wisdom Prevention and Control
4 Conclusions
Acknowledgements
References
Algorithm of the Risk Cost of Not Supplied Energy in Unitization Planning of Power Grid
Abstract
1 Introduction
2 Data and Algorithm
2.1 The Data
2.2 The Algorithm
3 Empirical Results
3.1 The Risk of Power Cut off According to Equipment
3.2 The Result of Planning Unitization Not Supplied Energy Per PLN
3.3 Risk Cost of Not Supplied Energy Result
4 Results
References
BP Neural Network-Based Product Quality Risk Prediction
Abstract
1 Introduction
2 Structure and Working Principle of BP Neural Network
3 Implementation of BP Neural Network Risk Prediction Model
3.1 Sample Design
3.2 Program Implementation
4 Experimental Cases and Results Analysis
4.1 Experimental Data
4.2 Result Analysis
5 Conclusion
Acknowledgments
References
Comprehensive Information Management Analysis of Construction Project Based on BIM
Abstract
1 Introduction
2 The Content of Comprehensive Information
3 The Realization Path of BIM-Based Project Management Comprehensive Information
3.1 Combining Modern Information Technology
3.2 Digital Twin
3.3 BIM Collaboration Platform
4 Conclusion
References
Risk Analysis of P2P Lending Platforms Based on Fuzzy AHP
Abstract
1 Introduction
2 Literature Review
3 Model Setting
3.1 Establishing a P2P Lending Platform Risk Assessment System
3.2 Calculating the Weight of Index
3.2.1 Secondary Indicator Weight
4 Fuzzy Comprehensive Evaluation
Acknowledgements
References
Animation Feature Changes Based on Big Data Analysis
Abstract
1 Introduction
2 Method
2.1 Basic Ideas and Principles of Inductive Analysis
2.2 Detailed Research Methods
3 Experiment
4 Discuss
4.1 Changes in Artistic Styles
4.2 Change of Formal Features
5 Conclusion
References
Discussion of Innovated Training Management Based on Big Data
Abstract
1 Introduction
2 Innovative Training Management Based on Big Data
2.1 Establishing e-HR Platform
2.2 Training Data Collection
2.3 Effect Evaluation Based on Big Data
3 Conclusions
Acknowledgements
References
Analysis of Computer Network Information Security in the Era of Big Data
Abstract
1 Introduction
2 Method
2.1 Network Security in the Era of Big Data
2.2 Evaluation Model of Computer Network Information Security
2.3 Index Weight Model Based on Entropy Method
3 Data
4 Result
5 Conclusion
References
Characteristics of International Trade Benefits Based on the Cluster Analysis of Compatibility Relation
Abstract
1 Introduction
2 Research Methods
2.1 Clustering Analysis Algorithm
2.2 Evaluation Indicator System and Indicator Weight Determination Method
2.3 Evaluation Method Based on C-means Cluster Analysis
3 Experiment
4 Discuss
4.1 Empirical Analysis
4.2 Analysis of Earnings Characteristics
5 Conclusion
References
Educational Reform Under Computer Network
Abstract
1 Introduction
2 Methodology
2.1 Research Train of Thought
2.2 Research Methods
3 Experiment
4 Discuss
4.1 Visual Display of Data
4.2 Analysis and Discussion
5 Conclusion
References
Precision Marketing Method and Strategy Based on Big Data Analysis in E-Commerce Environment
Abstract
1 Introduction
2 Method
2.1 Precision Marketing Overview
2.2 Data Mining Process in E-Commerce
2.3 Customer Selection Forecast
3 Experiment
4 Results and Strategy
5 Conclusion
References
Analysis of Financial Education Demand Based on College Students’ Entrepreneurship
Abstract
1 Introduction
2 Discussion on the Support System for College Students’ Entrepreneurial Finance
2.1 The Content of College Students’ Entrepreneurship
2.2 Current Status of College Students’ Entrepreneurial Financial Support Policies
2.3 Financial Ecosystem Theory
3 Analysis of the Problems Existing in the Needs of College Students’ Entrepreneurial Financial Education
3.1 The Demand for College Students’ Entrepreneurial Financial Education Is Backward
3.2 Lack of College Students’ Entrepreneurial Funds and Self-fear
3.3 College Students’ Entrepreneurship Loans Are Cumbersome and Small in Amount
4 Suggestions on the Needs of College Students’ Entrepreneurial Financial Education
4.1 Construction of Financial Education System
4.2 Cultivate College Students’ Education on Financial Management
4.3 Construction of College Students’ Entrepreneurial Financial Support Policy System
5 Conclusion
Acknowledgments
References
Safety Management of Assembled Construction Site Based on Internet of Things Technology
Abstract
1 Introduction
2 IoT Layer Strategies
2.1 Layer of Data Acquisition
2.2 Layer of Information Transmission
2.3 Layer of Application
3 Results and Discussion
3.1 Label Quantity Test
3.2 Label Position Test
3.3 Power Test
4 Conclusion
References
Teaching Introduction to Computer Science with the Mixed Method
Abstract
1 Introduction
2 The Teaching Mode
2.1 Teaching Design
2.2 Course Contents
2.2.1 Diverse Course Contents
2.2.2 Teaching Classroom Miniaturization
3 Teaching Resources Platform
4 The Course Assessment System
5 Conclusion
Acknowledgements
References
Food Quality Testing Application Based on Non-destructive Testing Technology
Abstract
1 Introduction
2 Methods
2.1 Near-Infrared Spectroscopy Analysis Technology
2.2 Ultrasonic Non-destructive Testing Analysis Technology
2.3 Nuclear Magnetic Resonance Spectroscopy
2.4 Computer Vision Detection and Analysis Technology
2.5 Hyperspectral Image Technology
3 Results and Discuss
3.1 Main Factors Affecting Food Safety
3.2 Principles of Non-destructive Testing Technology
3.3 Application of Non-destructive Testing Technology
4 Conclusion
Acknowledgements
References
Innovation of Financial Shared Service Center Based on Artificial Intelligence
Abstract
1 Introduction
2 Method
2.1 Evolutionary Algorithm of Artificial Intelligence
2.2 Combined Sort Algorithm
3 Experiment
4 Discuss
4.1 Analysis of Financial Risks Brought by Artificial Intelligence
4.2 Innovation Mechanism
5 Conclusion
References
Support Resource Optimization Based on Utilization Efficiency
Abstract
1 Introduction
2 Model of Engineering Equipment Support Plan
3 Support Capability Model
3.1 Support Capability QFD Planning Purpose
3.2 Establishment of Resource Guarantee System
4 Conclusion
References
Ideological-Political Education of Colleges and Schools in the Large-Data Times
Abstract
1 Introduction
2 Large Data Times and Ideological Politics Education
2.1 Large Data Times
2.2 New Connotation and Traits of Ideological Politics Education in Colleges and Schools in the Times of Large Data
3 Countermeasures for Strengthening Ideological-Political Education in Colleges and Schools in the Times of Large Data
3.1 Colleges and Schools Actively Improve the Use of Large Data Technology in the Process of Education
3.2 Establish a Big Data Sharing Platform for Ideological Politics Education in Colleges and Schools
4 Achievements of Ideological Politics Education in Colleges and Schools in the Times of Large Data
5 Conclusion
Acknowledgement
References
A Remote Chinese Medicine Diagnosis and Treatment System
Abstract
1 Introduction
2 System Design
3 Data Analysis
4 Conclusion
Acknowledgements
References
Building the Influence Evaluation Model of Web Quality Information for Consumer Products
Abstract
1 Introduction
2 Building the Influence Evaluation Index System
3 Building the Influence Evaluation Model Based on Grey Entropy
4 Case Study
4.1 Model Calculation
4.2 Result Analysis
5 Conclusion
Acknowledgments
References
Informatization Construction of Minority Languages and Characters Under the Background of Big Data
Abstract
1 Introduction
2 An Overview of Big Data and Minority Languages
2.1 The Basic Connotation and Characteristics of Big Data
2.2 Minority Language Features
2.3 Minority Language Classification
2.4 The Practical Significance of Big Data Technology to the Informationization of Minority Languages and Characters
3 The Status Quo of Minority Languages
3.1 The Use of Ethnic Languages as a Native Language Is Reduced or Even Endangered
3.2 Reduced Number of Students Choosing to Study Ethnic Languages
4 The Strategy of Informatization Construction of Minority Languages and Characters Under the Background of Big Data
4.1 Accelerate the Construction of Minority Characters Information Platform
4.2 Develop Strict Normative Standards and Rationally Construct a Minority Language and Language Resource Library
4.3 Building a Minority Language Website
5 Conclusions
References
Quantity Calculation of Robots Based on Queuing Theory in Intelligent Warehouse
Abstract
1 Introduction
2 Problem Description
3 Quantitative Demand Analysis Model of Intelligent Warehouse Robots
4 Calculation of the Number of Robots Based on Queuing Theory
5 Case Analysis
6 Conclusion
References
Some Thoughts on ‘Intelligent Campus’ of Military Academy
Abstract
1 Introduction
2 What Is ‘Smart Campus’?
3 Problems That Should Be Paid Attention to in the ‘Smart Campus’ of Military Academies
3.1 The Network Construction of Colleges and Universities Should Be Promoted Steadily
3.2 The Construction and Management Organizations Shall Have Clear Rights and Responsibilities
3.3 Late Upgrade and Maintenance Should Follow
3.4 Conduct Comprehensive Research Before Construction
3.5 Digital Resources Shall Be Constructed Simultaneously with Hardware Facilities
3.6 ‘People First’ or ‘System First’
4 Conclusion
References
Thoughts on Human Resource Management of Enterprises in the Era of Big Data
Abstract
1 Introduction
2 Method
2.1 Big Data in the Era of Big Data
2.2 Understanding of Big Data
3 Experiment
3.1 Big Data Thinking
3.2 Enrich Human Resource Management Means
4 Result
5 Conclusion
References
Intelligent Outdoor Trash Can
Abstract
1 Introduction
2 The System Design of Intelligent Outdoor Trash Can
3 Hardware Design
3.1 Circuit Design of the Main Control Part
3.2 Microcontroller Minimum System
3.3 Liquid Crystal Display Circuit
3.4 GPRS Circuit
4 Software Design
4.1 Main Program Design
4.2 Find the Program Flow Chart of the Untreated Trash Can
5 Test Results
6 Conclusion
Acknowledgements
References
Analysis of Backward Payment Model in Traffic Service
Abstract
1 Introduction
2 Characteristics of Backward Payment Mode
3 Relationship Analysis Among Operators, Users and Enterprises
3.1 Motivation Analysis of Operators
3.2 Customer Cognitive Value of Internet Enterprises
3.3 Operation Analysis of Backward Payment in Internet Enterprises
3.4 Comparison of Customer Cognitive Value Between Mobile Terminal Users and Internet Enterprises
4 Conclusion
References
Computer Simulation System Optimization of the Queuing System Model Based on the Integration of the Priority Service
Abstract
1 Introduction
2 Queuing System Model
3 Construction of the Queuing System Model Based on the Integration of Priority Service
3.1 Forecast Accuracy
3.2 Data Transmission of Users at All Levels in the Multi Priority Context
4 A Kind of Priority Service Queuing Method B-M/G/1-R
4.1 User Resodemce Time and Priority Service Function
4.2 SU Bubbling Queuing Principle
5 Experiment and Analysis
5.1 Simulation Parameters
5.2 Analysis of PU and SU Data Transmission Time in the Queuing System Model
6 Conclusions
Acknowledgement
References
Application of Artificial Intelligence Technology in Future Equipment Control System
Abstract
1 Introduction
2 Intelligent Fire Control System
2.1 Better Battlefield Perception
2.2 Coordination Between Fire Control System and Command and Control System Is More Smooth
2.3 Multi-functional Armored Equipment
2.4 Generalization and Modularization
2.5 Unmanned
3 Conclusion
References
On the Application of Large Data Technology in B2C E-Commerce Precision Marketing Mode
Abstract
1 Introduction
2 B2C Electronic Commerce and Precision Marketing
2.1 B2C E-Commerce
2.2 Precision Marketing
3 Challenges Brought by Big Data to B2C E-Commerce Precision Marketing
4 Practical Case Analysis: The Application of China Amazon B2C E-Commerce in Big Data
5 Conclusion
References
Middle School Mathematics Teaching Based on Multiple Intelligence Theory
Abstract
1 Introduction
2 The Main Content of the Theory of Multiple Intelligences
2.1 Concept of Multiple Intelligences
2.2 Statistics and Analysis of Some Intelligent Low-Score Samples
3 Teaching Strategy Based on Multiple Intelligences to Cultivate Students’ Creativity
3.1 A Hierarchical and Classified Teaching System Should Be Built to Highlight Individuality
3.2 Build Various Platforms for Middle School Students to Promote Creativity Development
3.3 Provide Students with Sufficient Opportunities for Independent Thinking
3.4 Encourage Students to Ask Questions
3.5 Diversified Problem-Solving Strategies
4 Conclusion
Acknowledgments
References
Ultra HD Video and Audio Broadcast System for Shared Living Room
Abstract
1 Introduction
2 Related Work
3 Overview of Ultra HD Video and Audio Broadcast System for Shared Living Room
3.1 8K Ultra HD Video Broadcast System
3.2 8K Ultra HD Video and Audio Broadcast System for Shared Living Room
4 Ultra HD Video and Audio Broadcast System for Shared Living Room Synchronization Implementation
4.1 Feasibility Demonstration of Synchronization Method
4.2 The Synchronization Effect
5 Conclusion
Acknowledgments
References
Relationship Between Science and Technology Finance and Economic Growth—Based on VAR Model
Abstract
1 Introduction
2 The Selection of Variables and the Construction of the Model
3 Empirical Analysis
3.1 Correlation Analysis Between Variables
3.2 Stability Test of Variables
3.3 Co-integration Test
3.4 The Stationarity Test of VAR Model
3.5 Construction of VAR Model
3.6 Variance Decomposition Test
4 Conclusions and Recommendations
References
Countermeasures for the Innovative Development of China’s Sports Industry Under the Background of Big Data
Abstract
1 Introduction
2 Sports Industry Is Facing Great Changes Under the Background of Big Data
2.1 Traditional Sports Industry with High Investment and Low Production Will Be Changed
2.2 Combination of Traditional Sports Industry Structure Is Facing Optimization
2.3 Traditional Sports Industry Business Model Has Been Overturned
3 Strategies for Innovative Development of Sports Industry Under the Background of Big Data
3.1 Actively Promote the Application of Big Data to Accelerate the Active Practice of Sports Industrialization
3.2 Targeting Sports Market Positioning and Precision Marketing Based on Big Data Technology
3.3 Update the Concept of Keeping Promise and Promote the Future of Sports Industry with Solid Talent Reserve
3.4 Actively Improve the Personalized Sports Content Customization Platform to Show Customer Value
3.5 Build the Sports Industry Chain with Software and Information Services as the Core
3.6 Optimize and Improve the Development Environment of Sports Industry by Focusing on the Core Elements of the Industry
3.7 Exploit Big Data Value to Grasp the Opportunity of Sports Industry Development
Acknowledgments
References
Application of Association Rules Algorithm in Teaching Reform Under the Background of Internet Plus Era – Taking the Teaching Reform of International Trade as an Example
Abstract
1 Introduction
2 State of the Art
3 Methodology
3.1 Calculation Steps of Association Rule Data Mining Algorithm
3.2 Research on the Algorithm of Association Rule Data Mining
4 Result Analysis and Discussion
5 Conclusions
Acknowledgments
References
Impact of Cloud-Based Mechanism on Supply Chain Performance with Supply Disruption Risk
Abstract
1 Introduction
2 Model Descriptions
2.1 Conditional Management Model
2.2 Cloud-Based Management Model
3 Numerical Illustration and Simulation Analysis
3.1 Inventory Levels
3.2 Profitability
4 Concluding Remarks and Future Research Aspect
References
Application of Big Data in Smart Marketing of All-for-One Tourism
Abstract
1 Introduction
2 The Practical Significance of Big Data in Helping the Development of All-for-One Tourism
2.1 Analysis from the Perspective of Supply
2.2 Analysis from the Perspective of Supply
2.3 Analysis from the Perspective of Demand
2.4 Analysis from the Perspective of Industrial Integration
2.5 Analysis from the Perspective of Industrial Supervision
3 The Status Quo and Problems of Smart Marketing in All-for-One Tourism
4 The Suggestion on Application of Big Data in Smart Tourism Marketing
4.1 Take Marketing Needs as the Basic Starting Point
4.2 Take Data Analysis as the Main Function
4.3 Take Application Scenario Requirements Meeting as the Standard
5 Conclusion
Acknowledgments
References
Human Parameter Extraction Model Based on K-nearest Neighbor and Application in Jewelry Modeling Design
Abstract
1 Introduction
2 Method
2.1 Human Body Feature Extraction and Selection
2.2 K-nearest Neighbor Algorithm
2.3 Measurement of Human Body Circumference Dimension
2.4 Parametric Design of Jewelry
3 Experimental Simulation
3.1 Sample Establishment
3.2 Establishment of K-nearest Neighbor Classification Model
4 Experimental Results and Analysis
4.1 Determine the Value of K
4.2 Performance Evaluation of Human Body Parameter Classification
5 Conclusion
Acknowledgements
References
Comprehensive Evaluation of Node Importance in Complex Networks
Abstract
1 Introduction
2 Theory and Method
2.1 Topological Characteristics of Complex Networks
2.2 SIR Model
3 Sorting Algorithm Based on the Importance of Neighbor Nodes
4 Experiments and Results Analysis
4.1 Experimental Settings
4.2 Analysis of Resolution
4.3 Analysis of Accuracy Result
5 Conclusion
Acknowledgments
References
Advances in Metagenomics Based on High-Throughput Sequencing and Big Data Mining
Abstract
1 Introduction
2 Advantages and Characteristics of Metagenomics
2.1 Wide Application of Metagenomics
2.2 Alignment Free Alignment Method
3 Advances in Medical Science
3.1 Search for Differences Between Cancer Genomes
3.2 Macro Genomics Research Methods
3.3 Composition of Microbial Communities
4 Conclusion
Acknowledgments
References
Unrestricted Handwritten Character Segmentation Method Based on Connected Domain and Dripping Algorithm
Abstract
1 Introduction
2 Segmentation Algorithm Based on Connected Domain Handwritten Characters
2.1 Connected Domain Algorithm
2.2 BP Neural Network Character Classification
2.3 Drip Algorithm
3 Analysis of Experimental Results
4 Conclusion
Acknowledgments
References
Reconstruction of Brand Communication on Media Integration in the 5G Digital Era
Abstract
1 Introduction
2 Media Integration in the 5G Digital Era
2.1 The Integration of Media Content and Functions
2.2 The Integration of Media Production and Consumption
2.3 The Structural Transformation of Social Relations
3 How Media Integration Reshaping the Pattern of Traditional Brand Communication
3.1 From the Perspective of the Communicator, the Communicator Has Changed from the Information Processor at the Front Desk to the Precise Analysis and Planning of Media Operations and Consumer Behavior in the Background
3.2 From the Recipient’s Perspective, the Transition from Graphic Video Readers to Your Digital Media Users and Information Consumers
3.3 Reshaping the Way Brand Content Is Produced and Disseminated
3.4 Remodeling the Brand Strategy
3.4.1 Focusing on the Brand Extension Strategy of the Ecosystem
3.4.2 Emotional Connection of IP Characters
4 Conclusion
References
Radial Basis Function Neural Network and Prediction of Exchange Rate
Abstract
1 Introduction
2 Radial Basis Function Neural Network System
3 Using Radial Basis Function Neural Network to Predict Exchange Rate
4 Prediction Errors Using RBFNN
5 Conclusion
Acknowledgments
References
Information Interface of Artificial Intelligence Medical Device Information
Abstract
1 Three-Level Model of Emotionalized Design for Human-Machine Interface of Medical Monitoring Equipment
2 Analysis on the Emotionalized Factors Influencing HMI Design of Medical Monitoring Equipment
2.1 Analysis on Emotionalized Factors in Sensory Level
2.2 Analysis on Emotionalized Factors in Efficiency Level
2.3 Analysis on Emotional Factors in Cognitive Level
3 Emotionalized Design and Analysis on Human-Machine Interface in Medical Monitoring Equipment
3.1 Analysis on User Characteristics of Medical Monitoring Equipment
3.2 Analysis on Emotional Demands for Users of Human-Machine Interface in Medical Monitoring Equipment
3.2.1 Analysis on Emotional Demands of User Sensory Level
3.2.2 Analysis on Emotional Demands of Users on Efficiency Level
3.2.3 Analysis on Emotional Demands of Users on Cognitive Level
3.2.4 Construction of User Emotional Demand Model
3.3 Thinking: The Principle of Emotionalized Design for Human-Machine Interface in Medical Monitoring Equipment
3.3.1 Design Principle on Sensory Level
3.3.2 Design Principle of Efficiency Level
3.3.3 Design Principle on Cognitive Level
4 Emotionalized Design Practices of Human-Machine Interface in Medical Monitoring Equipment
4.1 Emotionalized Design of Visual Elements in Human-Machine Interface
4.2 Emotionalized Design of Interface Layout of Human-Machine Interface
4.3 Emotionalized Design of Human-Machine Interface
5 Conclusions
References
Application Study on the Stress Test of Liquidity Risk Management of City Commercial Banks in Our Country
Abstract
1 Introduction
2 Theoretical Overview
3 Identification of Liquidity Risk of City Commercial Banks
3.1 Liquidity Risk of City Commercial Banks and Its Features
3.1.1 Small Probability
3.1.2 Elusiveness
3.1.3 Endogeneity
3.1.4 Destructiveness
3.2 The Source and Manifestation of the Liquidity Risk of City Commercial Banks
3.2.1 The Source of the Liquidity Risk of City Commercial Banks
3.2.2 The Manifestation of the Liquidity Risk of City Commercial Banks
3.3 The Specific Procedures of Conducting Stress Test on the Liquidity Risk of City Commercial Banks
3.3.1 Identify Liquidity Risk and Determine Risk Factors
3.3.2 Set Stress Circumstances
3.3.3 Select Stress Testing Approach and Evaluate Risks
3.3.4 Conduct Risk Analysis According to Stress Testing Result and Make Risk Decision
3.3.5 Couple Back Results and Draw up Risk Report
4 The Implementation of Stress Test on the Liquidity Risk of Certain Commercial Bank
4.1 The Selection of Liquidity Risk Factors
4.1.1 Interest Rate
4.1.2 Economic Conditions
4.1.3 Financing Capacity of Institutions
4.1.4 The Credit Risks and Confidence of Counterparties
4.2 Scenario Design
4.3 Data Selection
4.4 The Determination of Variables
4.5 Model Structure and Test Analysis
5 Strategies and Recommendations for Liquidity Risk Management of City Commercial Banks
5.1 The Optimization of Asset Structure
5.2 Deposit and Liabilities Management
5.3 Stress Test Management
Acknowledgements
References
Multi-regional Logistics Distribution Demand Forecasting Method Based on Big Data Analysis
Abstract
1 Introduction
2 Construction of Multi-regional Logistics Distribution Demand Forecasting Model Based on Big Data Analysis
2.1 Introduction of Big Data Technology
2.2 Building a Logistics Distribution Database Prediction Framework
3 Realizing the Forecast Analysis of Multi-regional Logistics Distribution Demand
3.1 Determination of Logistics Distribution Demand in a Certain Area
3.2 Embedded Multi-region Logistics Demand Forecasting Model
4 Simulation Experiment
4.1 Test Data Preparation
4.2 Analysis of Test Results
5 Conclusions
Acknowlegements
References
Chronic Intermittent Hypoxia Training on Rat Myocardial Mitochondria Atpase Impact Study
Abstract
1 Introduction
2 Data and Methods
2.1 Animal Model
2.2 Detection of Myocardial Atpase
3 The Results
3.1 Changes of Atpase Protein Content
3.2 Changes of APT Enzyme Activity
4 Discuss
References
Visualization Research on Regional Brand Co-construction Control Policy System of Agricultural Products – Taking Sichuan Province as an Example
Abstract
1 Introduction
2 Material Collection and Research Methods
2.1 Sample Source and Research Method
2.2 Standardized Coding and Credibility Checking
3 Results and Discussion
3.1 Extract Keyword Results
3.2 Network Mapping
3.3 Point Degree Center Degree Analysis
4 Research Results and Suggestions
4.1 Research Results
4.2 Research Suggestions
Acknowledgements
References
Dynamic Bayesian Model of Credit Rating for Credit Bonds
Abstract
1 Introduction
2 Construction of Bayesian Dynamic Rating Model
2.1 Selection of Credit Rating Drivers
2.2 Dynamic Bayesian Model of Credit Rating
2.3 Bayesian Dynamic Rating Model with Subjective Intervention
2.4 Method for Checking Model—Sequential Importance Resampling
3 Simulation Test Analysis of Model
4 Conclusions
Acknowledgments
References
Research and Design of Intelligent Service Platform for “Migratory Bird” Pension
Abstract
1 Introduction
2 Demand Analysis
2.1 Organizational Needs
2.2 Institutional Needs for Service Delivery
2.3 Needs of the Elderly
2.4 Needs of Children or Supervisors
2.5 Needs of Medical Workers
2.6 Volunteer Needs
3 Functions of Service Platform
3.1 Login/Registration
3.2 Reservation Service
3.3 Convenient Service
3.4 Residence Service
3.5 Health Management
3.6 Scenic Spot Service
3.7 Call Center
3.8 Take Office Again
3.9 Daily Tips
4 Conclusion
Acknowledgments
References
Injury Characteristics of Different Dummies Based on Frontal Impact Test
Abstract
1 Introduction
1.1 Specifications of Dummies for Frontal Impact Test
1.2 Human Injury Evaluation Indexes
2 Effects of Body Size on Occupant Injury Risk
3 Study on Injury Difference of Dummies with Different Body Types
3.1 Test Plan
3.2 Movement Contrast of Dummy
3.3 Dummy Injury Contrast
4 Conclusion
References
Abnormal Behavior Detection Based on Spatio-Temporal Information Fusion for High Density Crowd
Abstract
1 Introduce
2 Motion Region Segmentation
3 Motion Blobs Extraction
4 Crowd Activity Image and Behavior Detecting
5 Experiment of Abnormal Behavior Detection in Crowd
6 Conclusion
References
English Situational Teaching Assisted by Multimedia Network
Abstract
1 Introduction
2 The Basic Model and Research Design
3 The Mathematical Basic
4 The Experiment Result and Discussion
References
Self-balancing Car Control Based on Active Disturbance Rejection Control (ADRC)
Abstract
1 Introduction
2 Self-balancing Car Model
3 Active Disturbance Rejection Controller
4 Simulation of Self-balancing Car Control
4.1 Simulink Simulation of Self-balancing Car Model
4.2 Simulink Simulation of PID Control for Self-balancing Car
4.3 Simulation of ADRC for Self-balancing Car
5 Conclusion
Acknowledgements
References
Teachers’ Personal Homepage Construction of Medical University Based on the Website Group
Abstract
1 Introduction
2 Introduction of Website Group Management Platform
2.1 Visual Background Editing
3 Personal Homepage System Designed Based on WebPlus
3.1 Introduction of the Foreground Function Modules
3.2 Analysis of Background Function Modules
3.3 Teacher Personal Homepage Design
3.3.1 Information Collection of Personal Homepage
3.3.2 Function Modules of Personal Homepage
3.3.3 Management and Maintenance of Personal Homepage
4 Conclusion
Acknowledgement
References
Mechanism Analysis of Chaotic Motion of Direct-Drive Permanent Magnet Synchronous Wind Turbine
Abstract
1 Introduction
2 D-PMSG Mathematical Model
2.1 Wind Turbine Model
2.2 D-PMSG Mathematical Model
3 Chaotic Characteristics of D-PMSG
4 D-PMSG Analysis of Chaotic Characteristics
5 Conclusion
Acknowledgments
References
Design and Practice of Teaching Model of Measurement and Evaluation of Mathematics Education Based on the Flipped Classroom Concept
Abstract
1 Introduction
2 The Construction of Mixed Teaching Model Based on the Concept of the Flipped Classroom
2.1 The Mixture of Traditional Classroom Teaching and Modern Network Multimedia Teaching
2.2 The Mixture of Traditional Classroom Teaching, Partial Flipped Classroom and Complete Flipped Classroom
2.3 The Mixture of Teacher Teaching Activities and Student Learning Activities
2.4 The Mixture of Formative Evaluation and Summative Evaluation
3 The Design of the Course “Measurement and Evaluation of Mathematics Education” Under the Mixed Teaching Mode
3.1 Course Design Scheme
4 Conclusion
Acknowledgments
References
Dual-Channel UAV Broadband Communication Network Radio Technology
Abstract
1 Introduction
2 System Design
2.1 Architecture
2.2 System Workflow
2.3 Media Access Protocol Design
2.4 Routing Protocol Design
3 Summary
References
Passenger Ship Safety Evacuation Simulation and Validation
Abstract
1 Introduction
2 The Introduction of Pathfinder
3 The Requirements and Verification of Evacuation Simulation Tools in IMO
3.1 Test 6
3.2 Test 9
4 Passenger Ship Evacuation Simulation Experiment
4.1 The Layout Information of the Passenger Ship
4.2 Model Construction and Numerical Simulation
4.3 Simulation Results
4.4 Verification of Results
5 Conclusion
References
Research and Application of Judgement Technology of Typical Medium and Low-Voltage Faults Based on Big Data Technology
Abstract
1 Introduction
2 Typical Features
2.1 One Normal Phase and Two Decreasing Phases
2.2 One Zero Phase and Two Decreasing Phases
2.3 One Decreasing Phase and Two Rising Phases
2.4 One Rising Phase and Two Decreasing Phases
3 Simulation Analysis
3.1 Phase Loss of Distribution Transformer
3.2 Neutral Line Disconnection
4 Field Application
5 Conclusion
References
Research and Application of Multi-level Coordination and Risk Assessment of Rural Distribution Lines
Abstract
1 Introduction
2 Calculation Method of Two-Stage Over-Current Protection Setting for Distribution Lines
2.1 Calculation Method of Quick-Break Protection Setting for Two-Phase Short Circuit
2.2 Calculation Method of Over-Current Protection Setting Based on Delay Level Difference
2.3 Calculation Method of Avoiding Inrush Current Protection Setting
3 Setting Calculation and Verification of Typical Single Radiation Line
3.1 Protection Setting Calculation Based on System Related Parameters
3.2 Verification of Protection Range
3.3 Optimization of Switch Distribution
4 Design of Automatic Calculation Software for Setting
4.1 Software Architecture Diagram
4.2 Risk Assessment
5 Conclusion
References
Belligerent Simulation Method Based on the Multi-Agent Complex Network
Abstract
1 Introduction
2 Modeling Method Based on Multi-Agent Complex Network
3 Modeling of the Engagement Structure
3.1 Battlefield Environment
3.2 Combat Unit of Agent
3.3 Multi-Agent Complex Networks
4 Operational Model Parameters CMP
4.1 Control Parameters
4.2 Observation Parameters
4.3 Battlefield Environment Model
5 Multi-Agent Complex Network
5.1 Perceptual Network
5.2 Communication
6 Conclusion
Acknowledgments
References
Design of Power Carrier Wave Machine Based on TCP/IP Reference Model
Abstract
1 Power Carrier Wave Machine Based on TCP/IP Reference Model of Computer Network Communication
1.1 Overall Design of Network Interface Layer
1.1.1 Design of Network Layer
1.1.2 Design of Transport Layer
1.1.3 Design of Application Layer
1.2 Hardware Design of Power Carrier Wave Machine
1.2.1 Design of Transmission and Receiving Circuits of Carrier Wave Machine
1.2.2 Module Design of Network Layer
1.3 Module Design of Transport Layer
1.3.1 Design of Reliability Transfer Mode
1.3.2 Basic Principles of OFDM Technology
1.4 Module Design of Application Layer
2 Experimental Analysis
2.1 Networking Method Detection
2.2 Test and Analysis of Transport Layer Algorithms
2.3 Modulation Detection
3 Conclusion
Acknowledgement
References
Difference of Chinese and Western Ancient Architectural Characteristics Based on Big Data Analysis
Abstract
1 Introduction
2 Method
2.1 Architectural Characteristics of Ancient China and the West
2.2 Big Data Analysis
2.3 Data Mining Method for Chinese and Western Architectural Characteristics
2.4 Data Classification Algorithms
3 Experimental Simulation
3.1 Experimental Data
3.2 Establishing Classification Attributes of Chinese and Western Ancient Architectures
4 Experimental Results and Analysis
5 Conclusion
References
Prevention and Control of Financial Risks by the Financial Computer System
Abstract
1 Financial Risks in the Financial Computer System
1.1 The Security Technology of the Financial Computer System Is Backward
1.2 Lack of the Professional Ethics of Software Developers
1.3 Improper Management of the Financial Computer System
2 The Root of the Financial Risks in the Financial Computer System
3 Preventive and Control Measures of the Financial Computer System for the Financial Risks
3.1 Strengthen the Safety Consciousness of the Financial Practitioners, Raise Their Ideological Awareness and Strengthen Their Ideological Education
3.2 Strengthen the Management, Improve the Internal Control System of Safety, and Form a Strict System of Prevention
3.3 Strengthen the Research of the Financial Computer Security Technology to Improve the Security of the System
3.4 Perfect the Laws and Regulations and Establish the Legal Barriers for the Financial Computer Security
3.5 Strengthen the Supervision of the Computer Inspection
4 Conclusion
Acknowledgement
References
Construction of the Resource Database of Piano Teaching Psychology
Abstract
1 Research on the Piano Teaching Psychology
2 The Contents of the Resource Database Construction of the Piano Teaching Psychology
3 Construction Strategy of the Piano Teaching Psychology Resource Database
3.1 Determine the Construction Model
3.2 Constructing the Psychological Bank of the Piano Teaching
3.3 My Favorites
3.4 Statistical Analysis
3.5 Teaching Comments
4 Conclusion
Acknowledgement
References
Video-Based Motion Human Abnormal Behavior Recognition Algorithms
Abstract
1 Introduction
2 Design of the Video-Based Motion Human Abnormal Behavior Recognition Algorithms
2.1 Video Filtering
2.2 Motion Human Detection
2.3 Motion Human Tracking
2.4 Motion Human Behavior Feature Extraction
2.5 Recognition of the Abnormal Behaviors of the Motion Human Body
3 Experiments and Result Analysis
3.1 Contrastive Analysis of Timeliness
3.2 Comparative Analysis of the Recognition Rate
4 Conclusion
Acknowledgements
References
Teaching Practice of “Computer Aided Design” for Clothing and Textile Major Based on the Three-Dimensional Technology
Abstract
1 Teaching Innovation Background of “Computer Aided Design” for Clothing and Textile Major Based on the Three-Dimensional Technology
1.1 The Curriculum Arrangement Is Not Closely Related to the Basic Theoretical Curriculum
1.2 The Teaching Contents Are Distributed in Blocks and the Knowledge Points Are Not Effectively Integrated
1.3 Positioning Mistakes and Insufficient Intensity of the Practical Teaching
1.4 Lack of Teaching Experience and Lack of Enthusiasms for Learning
1.5 Enterprise Support Is Not Enough to Apply What They Learn
2 The Practical Value of “Computer Aided Design” Teaching in Clothing and Textile Major Based on the Three-Dimensional Technology
2.1 Enrichment of the Teaching Demonstration
2.2 Simplification of the Operation Process
2.3 Dynamization of the Static Graphics
2.4 Convenience of the Structural Design
3 Teaching Mechanisms of “Computer Aided Design” for the Clothing and Textile Major Based on the Three-Dimensional Technology
3.1 Exploration of the Teaching Scheme
3.2 Teaching Reform Practice of the Computer Aided Design Curriculum
3.3 Constructing the Practical Mechanisms of the Comprehensive Teaching
4 Conclusion
References
Application of the Big Data Technology in the Enterprise Management
Abstract
1 Characteristics of the Big Data
1.1 High-Capacity
1.2 Diversification
2 Necessity of the Enterprise Management Innovation in the Big Data Era
2.1 Internal Needs of the Enterprise Development
2.2 Challenges of the Big Data for Enterprises
3 Application Strategy of the Big Data Technology in the Enterprise Management
3.1 Improving Managers’ Awareness of the Data Business Values
3.2 Using the Big Data to Adjust the Environment of the Management Decision
3.3 Enriching the Management Data with the Big Data
3.4 Using the Big Data to Improve the Decision-Making Level of the Policymakers
4 Conclusion
References
Design of the Ideological and Political Education Platform for the Teacher Education Public Course in Teachers’ Colleges and Universities Based on the Video on Demand Technology
Abstract
1 Analysis of the Principle and Characteristics of the VOD Technology
1.1 Working Principle of Video on Demand
1.2 Characteristics of the VOD (Video on Demand) System
2 Design Background of the Ideological and Political Education Platform for Teachers’ Education Public Course in Teachers’ Colleges and Universities Based on the Video on Demand Technology
2.1 Current Situation of the Implementation of the Ideological and Political Education in Teachers’ Education Public Courses in Normal Universities
2.2 Design Significance of the Ideological and Political Education Platform for Teachers’ Education Public Course in Teachers’ Colleges and Universities Based on the Video on Demand Technology
3 Design Strategy of the Ideological and Political Education Platform for the Teachers’ Education Public Courses in Normal Universities Based on the Video on Demand Technology
3.1 Based on the Ideological and Political Concept of the Course, Do a Good Job of the “Top-Level Design”
3.2 Innovate the Teaching Mode and Teaching Carrier, and Highlight the Orientation of Educating People
3.3 Design of the School Video on Demand System
4 Conclusion
Acknowledgement
References
Application of the Computer Simulation Technology in the College Football Teaching
Abstract
1 The Present Situation and Problems of the Football Teaching in Colleges and Universities in China
1.1 The Teaching Objectives Are Superficial and There Is a Lack of Substantive Teaching Guidance
1.2 Formula-Based Teaching Mode and a Lack of Excavation of Students’ Characteristics
1.3 Overemphasizing the Promotion of Technologies in Teaching
1.4 Fewer Competitions and a Lack of Communication
2 Application Feasibility of the Virtual Simulation Technology in the College Football Teaching
3 Specific Strategies of Applying the Computer Simulation Technology in the College Football Teaching
3.1 All-Round Simulation of the Football Teaching Environment
3.2 Multi-type Teaching
3.3 Shooting and Making the Football Videos
3.4 Specific Application in the Teaching and Training Mechanism
4 Conclusion
References
Design and Implementation of the Big Data Management Decision System Based on the Hadoop Technology
Abstract
1 Technical Support of the Big Data Management Decision System Based on the Hadoop Technology
1.1 Analysis of the Working Principle of the Hadoop Framework
1.2 Map Reduce Programming Model
1.3 Application Characteristics of the Hadoop Big Data Analysis
2 Design of the Big Data Management Decision System Based on the Hadoop Technology
2.1 System Design Objectives
2.2 System Design of the Big Data Cloud Platform
3 Implementation of the Big Data Management Decision System Based on the Hadoop Technology
3.1 Environment Construction and Implementation of the Big Data Cloud Platform
3.2 Data Acquisition and Query
3.3 Design and Test of the Big Data Mining Algorithms
4 Conclusion
References
Multimedia Teaching Reform of Skiing Based on the VR Technology
Abstract
1 Factors Influencing the Traditional Skiing Teaching Quality
1.1 On the Student Side
1.2 On the Teacher Side
1.3 In the Aspect of the Teaching Matching
2 Application Strategy of the VR Technology in the Multimedia Teaching Reform of Skiing
3 Theory of the Multimedia Teaching Reform of Skiing Based on the VR Technology
3.1 VR Technology
3.2 Constructivist Teaching Theory
4 Multimedia Skiing Teaching Reform Strategy Based on the VR Technology
4.1 VR Skiing Learning Scene Management Platform
4.2 VR Skiing Examination Management Platform and the Learning Information Management System
4.3 Skiing Learning Effect Analysis System
4.4 Multi-person Cooperative Training System
5 Conclusion
References
Big Data Forecast on the Network Economy
Abstract
1 Analysis of the Application Advantage of the Big Data Forecasting to the Development of the Network Economy
2 Problems of the Network Economy Under the Background of the Big Data
3 Application of the Big Data Forecasting in the Network Economic Analysis and Research
3.1 Change from the Traditional Network Economic Statistics to the Internet Non-uniform Data
3.2 Change from the Total Forecast of the Network Economy to the Forecast of the Leading Indicators of the Network Economy
3.3 Change from the Medium and Long Term Monitoring and Forecasting to the Real-Time Monitoring and Forecasting
4 Analysis and Research Method of the Big Data Forecast on the Network Economy
4.1 Data Acquisition
4.2 Dimensional Disaster
4.3 Unstructured Data
4.4 The Change of the Research Problem Paradigm
4.5 Data Noise Problem
5 Conclusion
Acknowledgement
References
Problems and Countermeasures in the Interaction Between Teachers and Students in Computer Intelligence Classrooms
Abstract
1 Construction of the Computer Intelligence Classrooms
2 Problems in the Interaction Between Teachers and Students in the Computer Intelligence Classrooms
2.1 Problems Existing in the Concept of the Interactive Teaching Between Teachers and Students
2.2 Problems in the Design of the Interactive Teaching Between Teachers and Students
2.3 Problems in the Implementation of the Interactive Teaching Between Teachers and Students
3 Solutions to the Interaction Between Teachers and Students in the Computer Intelligence Classrooms
3.1 Positioning the Teachers’ Roles in the Good Interaction Between Teachers and Students in the Classroom Teaching
3.2 Forming a Harmonious Atmosphere of the Good Teacher-Student Interaction in the Classroom Teaching
3.3 Designing the Effective Interactive Discussion Topics for the Classroom Teaching
3.4 System Design and Guarantee of the Teacher-Student Interaction in the Classroom Teaching
4 Conclusion
References
Multidimensional University Students’ Ideological and Political Education Model Based on the ASP Technology
Abstract
1 Problems in the Current Ideological and Political Education Activities of College Students
1.1 Lack of Attention to the Ideal and Belief Education
1.2 Emphasize the Theoretical Education and Neglect the Practical Training
1.3 The Educational Ways and Means Face Challenges
2 Analysis of the Technical Characteristics of ASP
3 The Significance of Designing the Multidimensional College Students’ Ideological and Political Education Model Based on the ASP Technology
4 Multidimensional University Students’ Ideological and Political Education Model Based on the ASP Technology
4.1 Multidimensional University Students’ Ideological and Political Education Model Structure Based on the ASP Technology
4.2 Multidimensional Ideological and Political Education Model for College Students Based on the ASP Technology
4.3 Comment Management Section
4.4 Security Management Module
5 Conclusion
Acknowledgement
References
Life Expectancy and Its Reliability Analysis of Hydraulic Hose Based on Impulse Test
Abstract
1 Introduction
2 Hydraulic Hose Impulse Test Bench Principle
3 Data Collection of Hose Impulse Test
4 The Weibull Distribution of the Impulse Test of the Hose
4.1 The Theoretical Basis of Weibull Distribution
4.2 Weibull Distribution Formula
4.3 Weibull Distribution Based on Matlab
5 Data from Kolmogorov–Smirnov Test
5.1 Theoretical Basis of Kolmogorov–Smirnov Test
5.2 Kolmogorov–Smirnov Test Based on Kolmogorov Test Table
6 Conclusion
References
Multi-interactive Teaching Model of German in Colleges and Universities Under the Information Technology Environment
Abstract
1 Analysis of the Application Background of the Multi-interactive Teaching Model of German in Colleges and Universities Under the Information Technology Environment
1.1 The Concept and Materials of the Audio-Visual Education Are Outdated
1.2 Lack of the Teachers’ Role Awareness
1.3 Students’ Self-confidence in Their Basic Language Ability
2 Requirements for the Construction of the Multivariate Interactive Teaching Model of German in Universities Under the Information Technology Environment
2.1 Hardware Requirements
2.2 Software Requirements
2.3 Requirements for Teachers
2.4 Requirements for Students
3 Strategies for Constructing the Multivariate Interactive Teaching Model of German in Colleges and Universities Under the Information Technology Environment
3.1 Identifying Students’ Targets in the German Learning
3.2 Student Self-study
3.3 Teachers’ Key Point Explanations
3.4 Practice Consolidation
3.5 Class Summary
4 Conclusion
Acknowledgement
References
Application of the Computer Vision Technology in the Agricultural Economy
Abstract
1 Application Connotation Analysis of the Computer Vision Technology
2 Feasibility Analysis of the Application of the Computer Vision Technology in the Agricultural Economy
3 Application of the Computer Vision Technology in the Agricultural Economy
3.1 Application in the Field Work
3.2 Application in the Agricultural Products Processing
3.3 Application in Sorting the Agricultural Products
3.4 Monitoring Growth
3.5 Quality Grading
3.6 Information Dissemination
4 Conclusion
References
Information Collection of the Agricultural Database in the Agricultural Economy
Abstract
1 Value Analysis of the Agricultural Database Information Collection in the Agricultural Economy
1.1 Improving the Speed and the Quality of the Agricultural Production
1.2 Effective Promotion of the Agricultural Economic Growth
2 Analysis of the Information Collection Principles of the Agricultural Database in the Agricultural Economy
2.1 Principles of Initiative and Timeliness
2.2 Principles of Authenticity and Validity of the Information
2.3 Principles of Practicality and Efficiency
2.4 Principles of Systematicness and Comprehensiveness
2.5 Normative and Planning Principles
2.6 Principles of Prediction and Dynamics
3 Design of the Agricultural Database in the Agricultural Economy
3.1 System Architecture Design
3.2 Data Contents and Organizations
3.3 Functional Module
3.4 Special Information Service System for the Basic Agricultural Conditions
3.5 Data Resource Sharing
4 Information Collection Procedure of the Agricultural Database in the Agricultural Economy
4.1 Determine the Acquisition Target
4.2 Make the Acquisition Plans
4.3 Implementation of the Collection Work
4.4 Assessment of the Collection Effect
5 Conclusion
References
Construction of the Computer Network Courses in College Physical Education Distance Video Teaching
Abstract
1 The Construction Background of the Computer Network Courses in College Physical Education Distance Video Teaching
2 Application Advantages of the College Sports Distance Video Teaching
3 Contents of the Computer Network Courses in College Physical Education Distance Video Teaching
4 Strategies of Constructing the Computer Network Courses in College Physical Education Distance Video Teaching
5 Conclusion
References
The Effective Transformation Path of Scientific Research Achievements in Applied Universities Based on the Data Warehouse
Abstract
1 The Connotation and Characteristics of the Data Warehouse
1.1 The Connotation of the Data Warehouse
1.2 Characteristics of the Data Warehouse
2 Outstanding Problems in the Process of the Transforming Scientific Research Achievements in Applied Universities
2.1 The Imperfect System of the Transformation of the Scientific Research Achievements Frustrates Teachers’ Enthusiasms for the Transformation of Their Scientific Research Achievements
2.2 Scientific Research Results Are Out of Touch with the Market Demand and There Is a Lack of Adaptability
2.3 It Is Difficult for Scientific Research Achievements to Fall to the Ground Because of Less Investment in the Transformation of Their Scientific Research Achievements
2.4 Information Asymmetry in the Transformation of Scientific Research Achievements and the Lack of Information Exchange Platform for the Transformation of Scientific Research Achievements
3 Simulation Research on the Effective Transformation Path of the Scientific Research Achievements in Applied Universities Based on the Data Warehouse
3.1 The Characteristics of the Transformation of the Scientific and Technological Achievements in Research Universities
3.2 Research on the Policy of the Effective Transformation Path of the Scientific Research Achievements in Applied Universities Based on the Data Warehouse
4 Conclusion
Acknowledgement
References
Ways of the Computer Network Serving the Spiritual and Cultural Life of Migrant Workers
Abstract
1 Analysis of the Current Situation of the Spiritual and Cultural Life of Migrant Workers
1.1 The Activity Contents Are Monotonous, Poor and Vulgar
1.2 Conservative and Backward Ideology and Weak Legal Consciousness
1.3 There Is the Inferiority Complex, with the Dissatisfaction with the Society
2 Summary of the Background of the Computer Network Serving the Spiritual and Cultural Life of Migrant Workers
3 The Possibility of the Computer Network Serving the Spiritual and Cultural Life of Migrant Workers
3.1 The Meaning of the Computer Network Service
3.2 Basic Characteristics of the Computer Network Services
4 Ways of the Computer Network Serving the Spiritual and Cultural Life of Migrant Workers
4.1 Vigorously Develop the Computer Network Services with a Positive Attitude
4.2 Strengthening the Absorption of the Active Computer Network Services by Migrant Workers
4.3 Deepening the Rational Understanding of the Spiritual and Cultural Life of Migrant Workers
5 Conclusion
Acknowledgement
References
Fuzzy-PID Control Technology in Glaze Firing Process Control System of Roller Kiln for Bone China
Abstract
1 Introduction
2 PID and Fuzy-PID Temperature Control
3 Application Scheme of Fuzy-PID in Process Control System of Color Firing in Bone Porcelain-Roller Kiln Glaze
3.1 Control System Design Based on Single Chip Computer
3.2 Establishment of Fuzzy Rules
3.3 Transmission Letter of Temperature Control System of Electric Heating Roller Kiln
4 GPRS Bone Porcelain Roller Track Remote Monitoring
5 Fuzzy-PID Improvement Strategy
Acknowledgment
References
Construction Path of the National Educational Enrollment Examination Cadre Database Based on the Big Data Analysis
Abstract
1 Construction Background of the National Educational Enrollment Examination Cadre Database Based on the Big Data Analysis
1.1 Overview of the Big Data
1.2 Data Mining Technology
1.3 The Big Data Analysis Technology
2 Requirements for the Construction of the National Educational Enrollment Examination Cadre Database
3 Construction Path of the National Educational Enrollment Examination Cadre Database Based on the Big Data Analysis
3.1 Constructing a Government-Led Platform
3.2 Perfecting the Service Contents
3.3 Pay Attention to the Stable Operation of the Database System
3.4 Integration of the Database Resources
4 Conclusion
References
The Patrol Inspection Technology for UHV Transmission Lines Based on the UAV Technology
Abstract
1 Background Analysis of the Unmanned Aerial Vehicle Technology in the Patrol Inspection of UHV Transmission Lines
2 Problems in the Patrol Inspection of the UHV Transmission Lines
2.1 Waste of Resources
2.2 Insufficient Working System
2.3 Poor Construction Quality
3 Advantages and Disadvantages of the UHV Transmission Line Patrol Inspection Technology Based on the UAV Technology
3.1 Advantages of the Unmanned Aerial Vehicle in the Transmission Line Patrol Inspection
3.2 Disadvantages of UAV
3.3 Application Trends
4 Application of the Patrol Inspection Technology for UHV Transmission Lines Based on the UAV Technology
4.1 Technical Elements
4.2 Functional Overview
4.3 Analysis of the UAV Flight Trajectory Prediction Technology
4.4 Monitoring and Early Warning Technology in the Unmanned Aerial Vehicle Power Patrol Inspection
5 Conclusion
References
The Architecture of China’s Cross-Border E-Commerce Platform Based on the Data Mining Technology
Abstract
1 The Construction Background of China’s Cross-Border E-Commerce Platform Based on the Data Mining Technology
1.1 Cross-Border E-Commerce Market Has Great Potential for Development
1.2 Independent Cross-Border E-Commerce Platform Starting from Sub-divisional Areas
1.3 The Cross-Border E-Commerce Platform Should Follow the Policy Guidance
2 Analysis on the Architecture Design of the Cross-Border E-Commerce Platform in China
2.1 Insufficient Understanding of the Big Data Technology and the Cross-Border E-Commerce
2.2 Operation Models Lag Behind
2.3 Imperfect After-Sales Services
3 Research on the Architecture of China’s Cross-Border E-Commerce Platform Based on the Data Mining Technology
3.1 Platform Layout
3.2 Mobile End of the Website
3.3 Platform Technology Architecture
3.4 Platform Expansion
3.5 Platform Core Businesses
4 Conclusion
Acknowledgements
References
The Integrated Language Representation System of Illustrations Based on the Streaming Media Technology
Abstract
1 The Connotation and Characteristics of the Streaming Media Technology
2 Research on the Development Trend of the Illustration Art
3 Comprehensive Language Performance Requirements of Illustrations
3.1 Expressions of the Comprehensive Painting Language Forms
3.2 Material Application of the Comprehensive Painting
4 Research on the Integrated Language Representation System of Illustrations Based on the Streaming Media Technology
5 Conclusion
Acknowledgement
References
The Visual Elements in Film Poster Design Based on Photoshop
Abstract
1 Photoshop’s Functional Cognition
2 Analysis of the Visual Elements in the Film Poster Design Based on Photoshop
2.1 Character Symbols
2.2 Graphic Symbols
2.3 Color Symbols
3 Design Strategy of the Visual Elements in the Film Poster Design Based on Photoshop
3.1 The Theme Is Clear and the Idea Is Unique
3.2 Image Introduction and Language Creativity
3.3 Strong Sense of Form and Being Very Attractive
3.4 Application of Photoshop in the Film Poster Design
4 Conclusion
References
Application of Streaming Media on Demand Technology in the Visual Classroom Teaching of College English
Abstract
1 Application Principle of the Streaming Media on Demand Technology
2 The Value of the Streaming Media on Demand Technology in the Visual Classroom Teaching of College English
2.1 Change the Traditional Teaching Concept and Strengthen the Application of the Knowledge Visualization Teaching
2.2 Promote the Teachers’ Level to Master the Teaching Means of the New Educational Ways
2.3 Increase the Investment in the Educational Innovation and Provide the Equipment Support
3 Implementation Strategy of the Streaming Media on Demand Technology in the Visual Classroom Teaching of College English
4 Conclusion
References
The Network System of Scientific Research Management in Local Undergraduate Colleges and Universities Based on the Web Platform
Abstract
1 Design Requirements of the Scientific Research Management Network System in Local Undergraduate Colleges and Universities Based on the Web Platform
2 The Design Background of the Scientific Research Management Network System in Local Undergraduate Colleges Based on the Web Platform
3 The Design Ideas of the Scientific Research Management Network System in Local Undergraduate Colleges Based on the Web Platform
3.1 System Technology Architecture
3.2 Application Process of Synchro FLOW in the Scientific Research Management System
3.3 Functional Description
4 Conclusion
Acknowledgement
The Teaching Quality Assessment System for Application-Oriented Undergraduate Colleges and Universities Based on the WEB Platform
Abstract
1 Design Background of the Teaching Quality Evaluation System for the Application-Oriented Undergraduate Colleges and Universities Based on the WEB Platform
1.1 Application Status of the WEB Platform
1.2 Background of the Teaching Quality Assessment in Applied Undergraduate Colleges and Universities
2 Design Contents of the Teaching Quality Evaluation System for Application-Oriented Undergraduate Colleges and Universities Based on the WEB Platform
3 Operational Authority of the Teaching Quality Assessment System for the Applied Undergraduate Colleges and Universities Based on the WEB Platform
3.1 The Student Interface Can Perform the Following Tasks
3.2 The Teacher Interface Can Perform the Following Tasks
3.3 The Administrator Interface Can Do the Following
4 Design Mechanism of the Teaching Quality Evaluation System for the Application-Oriented Undergraduate Colleges and Universities Based on the WEB Platform
5 Conclusion
Acknowledgements
References
The Design of English Reading Resource Library Based on WeChat Public Platform
Abstract
1 Introduction
2 Overview of the WeChat Public Platform
2.1 The Development and Application of the WeChat Public Platform
2.2 The Features of the WeChat Public Platform
3 Construction of English Reading Resource Library Based on WeChat Platform
3.1 Collate the Materials Needed for the Construction of Reading Resource Library
3.2 The Construction and Design of the WeChat Public Platform
4 The Application of the WeChat Platform Resource Library
5 A Summary
References
Construction of Online Micro-curriculum Group of Instrumental Music Based on Streaming Media Technology
Abstract
1 Overview of the Streaming Media Technology
1.1 Streaming Media Technology
1.2 The Realization Way and the Process of the Streaming Transmission
1.3 Broadcast Mode of the Streaming Media
2 Requirements for the Construction of the Online Micro-curriculum Group of Instrumental Music Based on the Streaming Media Technology
3 Construction of the Online Micro-curriculum Group of the Instrumental Music Based on the Streaming Media Technology
3.1 Strengthen the Overall Planning of the Resource Construction
3.2 Improve Teachers’ Information Technology
3.3 Improve the Online Teaching Resources of Instrumental Music
3.4 Strengthen the Maintenance of the Instrumental Teaching Resources
3.5 Construction Mechanism of the Online Micro-curriculum Group of Instrumental Music Based on the Streaming Media Technology
4 Conclusion
Acknowledgement
References
The Practical Resources of English Writing in Higher Vocational Colleges Based on the SQL Database
Abstract
1 Features and Functions of the SQL Database
2 English Writing Requirements of Higher Vocational College Based on the SQL Database
3 The Practical Mode of English Writing in Higher Vocational College Based on the SQL Database
4 The Application of the Practical Resources of English Writing in the Higher Vocational Colleges Based on the SQL Database
4.1 Retrieve the SQL Database
4.2 Establish the SQL Database of English Writing in Higher Vocational Education
4.3 Case Base System
4.4 Database System Management
5 Conclusion
References
The Sports Cooperative Learning Education Model Based on the Computer Platform
Abstract
1 Application Value of the Sports Cooperative Learning Education Model Based on the Computer Platform
2 Connotation and Value of Sports Cooperative Learning Education Model Based on the Computer Platform
3 Application of the Sports Cooperative Learning Education Model Based on the Computer Platform
4 Conclusion
References
The Passive UHF RFID Temperature Sensor Chip and Temperature Measurement System for the On-line Temperature Monitoring of Power Equipment
Abstract
1 The Necessity of the On-line Temperature Monitoring of Power Equipment
2 Passive UHF RFID Temperature Sensor Chip and the Temperature Measurement System for the Online Temperature Monitoring of Power Equipment
2.1 UHF RFID Technology
2.2 Research on the Key Technologies of the System
3 Experiment and Feasibility Analysis
3.1 Sensitivity Test of the Sensor Label
3.2 Sensor Tag Reading Rate Test
3.3 Temperature Measurement Performance Test
3.4 Temperature Measurement Test of the Switch Cabinet
4 Conclusion
References
Application of the Watershed Algorithm in the Image Segmentation
Abstract
1 Watershed Algorithm
2 Common Operation Steps of the Watershed Algorithm
3 Application Examples and Comparison of the Watershed Algorithm
4 Conclusion
Acknowledgments
References
Application of the Genetic Algorithm in Water Resource Management
Abstract
1 Current Situations of Water Resources in China
2 Problems in the Water Resource Management
2.1 The Management System of Water Resources Is Not Perfect
2.2 Serious Waste of Water Resources
2.3 Nonstandard Development and Exploitation of Water Resources
3 Definition and Characteristics of the Genetic Algorithm
4 Application of the Genetic Algorithm in the Water Resource Management
5 Conclusion
Acknowledgement
References
Application of the VR Technology in the Interior Design
Abstract
1 Characteristics of the VR Technology
1.1 Authenticity
1.2 Immersion
1.3 Interactivity
1.4 Imaginative
2 Application Status of the VR Technology in the Interior Design
3 Application Advantages of the VR Technology in the Interior Design
3.1 Strong Ability to Show Space
3.2 Convenient and Accurate Virtual Detection Method
3.3 Interactive Experience
4 Application of the VR Technology in the Interior Design
4.1 Dynamic Comparison and Analysis of Various Elements in the Architectural Design
4.2 The Advantage of the Virtual Technology in the Interior Design
4.3 Space Experience Analysis of the Virtual Architecture
4.4 Analysis of the Physical Environment in the Architectural Design
5 Conclusion
Acknowledgement
References
The Identity Authentication Mechanism of Human Testimony Based on the Mobile APP
Abstract
1 Introduction
2 Face Recognition Based on OpenCV
3 Experimental Results and Analysis
References
Application of the Internet Technology in the Visual Communication Design
Abstract
1 The Development Trend of the Visual Communication Design Activities
2 The Application Principle Analysis of the Internet Technology in the Visual Communication Design
2.1 Aesthetic Principles
2.2 The Principle of Humanization
2.3 Principle of Innovation
2.4 Comprehensive Principle
3 Application Requirements of the Internet Technologies in the Visual Communication Design
4 Application Strategy of the Internet Technologies in the Visual Communication Design
4.1 Pay Attention to Dynamic Image Design in the Visual Communication
4.2 Design of the Dynamic Characters in the Visual Communication
5 Conclusion
References
The Design of the Model Education Platform for College Students Based on the Characteristics of the Network Behaviors
Abstract
1 Design Background of the Model Education Platform for College Students Based on the Network Behavior Characteristics
2 Design of the Model Education Platform for College Students Based on the Network Behavior Characteristics
2.1 System Overall Design
2.2 Database Design
2.3 Introduction of the System Module
3 Notices for Application of the Model Education Platform for College Students Based on the Network Behavior Characteristics
4 Conclusion
Acknowledgement
References
Design of the Automobile Marketing System Based on the Big Data
Abstract
1 Design Background of the Automobile Marketing System Based on the Big Data
2 Advantages of the Automobile Marketing System Based on the Big Data
2.1 Quickly Predict the Market and Guide the Upper Level to Make Decisions
2.2 Precision Marketing to Improve the Transaction Rate
2.3 Significantly Reduce Costs
3 Design Requirements of the Automobile Marketing System Based on the Big Data
4 Design of the Automobile Marketing System Based on the Big Data
4.1 Optimization of the Marketing Mode
4.2 Pay Attention to the Construction of the Data Management Platform
4.3 Build the Collaborative Management Structures
5 Conclusion
References
The Practice of the Multimedia Courseware for College Foreign Language Teaching Based on the Network Resources
Abstract
1 The Practice Background of the Multimedia Courseware for the College Foreign Language Teaching Based on the Network Resources
1.1 Multimedia Foreign Language Teaching
1.2 Network Environment
1.3 Teaching Strategies
2 Problems in the Multimedia Practice of the Foreign Language Teaching in Colleges and Universities
2.1 The Lack of Contents in the Multimedia Courseware
2.2 Multimedia Teaching Takes up Too Much Time in Our English Teaching
2.3 The Massive Application of the Multimedia Resources Has Seriously Distracted the Students’ Attention
3 The Practical Advantages of the Multimedia Courseware in the College Foreign Language Teaching Based on the Network Resources
4 The Practice of the Multimedia Courseware in College Foreign Language Teaching Based on the Network Resources
4.1 Application in the Audio Visual and Speaking Teaching
4.2 Application in the Teaching of Comprehensive Courses
4.3 Application in the Cultivation and Improvement of Students’ Initiatives in Learning
4.4 Applications in the Promotion of the Construction of the Teachers’ Team
5 Conclusion
Acknowledgements
References
Design and Implementation of Big Data Asset Management System
Abstract
1 Introduction
2 Summary of Related Theories and Technologies
2.1 UML Unified Modeling Language
2.2 RBAC Role Access Control Technology
3 System Design
3.1 Architecture Design
3.2 Functional Analysis
4 System Testing
4.1 Basic Process of System
4.2 Test
5 Conclusion
References
Design of the Management System for Salary Diagnosis and Optimization of Medical Staff in Shaanxi Public Hospitals of Traditional Chinese Medicine
Abstract
1 Background of the Salary Diagnosis and Optimization of the Medical Staff in Shaanxi Public Hospitals of Traditional Chinese Medicine
1.1 The Unreasonable Salary Distribution with the Tendency of Equalitarianism
1.2 Lack of Justice in the Performance Appraisal System
2 The Value of the Salary Diagnosis and Management System of the Medical Staff in Shaanxi Public Hospitals of Traditional Chinese Medicine
2.1 Improve the Working Efficiency and Reduce the Workload of the Business Personnel
2.2 Meet the Needs of Processing the Salary Information of Various Structures
2.3 Effectively Control the Unit’s Payroll
3 Contents of the Design of the Management System for the Salary Diagnosis and Optimization of the Medical Staff in Shaanxi Public Hospitals of Traditional Chinese Medicine
4 Design Features of the Management System for the Salary Diagnosis and Optimization of the Medical Staff in Shaanxi Public Hospitals of Traditional Chinese Medicine
4.1 Daily Entry
4.2 Data Query
4.3 Report Statistics
4.4 Record Management
4.5 System Management
4.6 Backups
5 Conclusion
Acknowledgement
References
Adjacent Car Interaction Network Based on Reliable Neighbor Broadcast Protocol
Abstract
1 Overview
2 Vehicle-to-Vehicle Communicating Technology
3 Road Capacity Model
4 Highway Assessment Model
4.1 Highway Level of Service
4.2 Peak Flow
4.3 Adjust Flow
4.4 Highway Service Level and Vehicle Density
4.5 Dedicated Lane
5 Simulation and Conclusion
6 Conclusion
References
The Collation and Dissemination of Jilin Folktale Data Based on the Network Resource Mining
Abstract
1 Network Resource Mining Technology
2 The Value of the Collation and Dissemination of Jilin Folktale Data Based on the Network Resource Mining
3 Jilin Folktale Data Arrangement and Communication Technology Based on the Network Resource Mining
3.1 Feature Extraction of the Target Samples
3.2 Chinese Word Segmentation
3.3 Get the Dynamic Information in the Network
4 Jilin Folktale Data Arrangement and Communication Path Based on the Network Resource Mining
4.1 Highlight the Image Micro Propagation Effect
4.2 Relying on the New Media to Build the Micro Communication Network
4.3 Government Support and Attention
4.4 Build an Online and Offline Integrated Mechanism
5 Conclusion
Acknowledgement
References
The Design for Electric Marketing Service Data Middle-Platform
Abstract
1 Introduction
2 Design Principles of the Middle-Platform in the Marketing Service Data
3 Overall Framework of the Marketing Service Data Middle-Plat
3.1 Converging Data Center
3.2 Public Data Center
3.3 Data Extraction Center
3.4 Data Middle Platform Support System
4 Key Technologies in the Marketing Service Data Middle-Platform
4.1 Selection Principle of the Data Middle-Platform Technology
4.2 Technical Capability Framework of the Data Middle-Platform
5 Conclusion
References
The Implementation of the Chinese Language and Character Recognition System Based on the Deep Learning
Abstract
1 The Theory Connotation and Application of the Deep Learning
2 Research on the Chinese Character Recognition System Based on the Deep Learning
3 Implementation of the Chinese Character Recognition System Based on the Deep Learning
4 Conclusion
References
Online Handwritten Chinese Character Recognition Simulation System Based on Web
Abstract
1 Background Analysis of the Handwritten Chinese Character Recognition Simulation System
2 Problems in the Handwritten Chinese Character Recognition
3 Research Background of the Web-Based Online Handwritten Chinese Character Recognition Simulation System Management
4 Research on the Management of the Online Handwritten Chinese Character Recognition Simulation System Based on Web
4.1 Introduction of the Online Handwriting Recognition Process
4.2 On-Line Handwriting Recognition Experiment
4.3 Support the Vector Machine
4.4 Web Terminal Design
5 Conclusion
References
Study on an Extreme Classification of Cost - Sensitive Classification Algorithm
Abstract
1 Introduction
2 Learning Method
2.1 Definitions
2.2 Back Propagation Learning Process
2.3 Cost - Sensitive Classification of Back Propagation Learning Algorithm
3 Experiment
3.1 Experimental Data
3.2 Experimental Process
3.3 Experimental Result
4 Summarize
References
The Optimization Model of Comprehensive Maintenance Plan Based on Multi Demand Service Supply Chain
Abstract
1 Problem Description
2 Resource Scheduling of Maintenance by Outsourcing Companies in Multiple Service Points from the Perspective of Service Providers
2.1 Premises
2.2 Basic Concepts
2.3 Steps for Solution
3 Service Cost Estimation from the Perspective of Service Providers
3.1 Steps for Equipment Maintenance Cost Estimation with Case-Based Reasoning
3.2 Case Description
3.3 Measurement of Case Similarity
3.4 Case Adjustment
4 Resource Tightness
5 Trust Based Resource Allocation Model in Multiple Service Points
6 Case Analysis
7 Conclusions
References
The Improvement of News Communication Mode by Data Mining and Visualization Technology
Abstract
1 Introduction
2 Accelerate the Process of the Media Integration
3 Increase the Process of the Information Dissemination
4 Optimize the Mode of the Digital News Communication
5 Strengthen the Visual News Communication
6 Increase the Interactive Participation
7 Conclusion
References
Implementation of Chinese Character Extraction from Pictures Based on the Neural Network
Abstract
1 Overview of the Neural Network Technology
2 Research on the Methods of Extracting the Chinese Characters from Pictures Based on the Neural Network
3 Implementation Mechanism of the Chinese Character Extraction from Pictures Based on the Neural Network
3.1 Image Preprocessing Module
3.2 Feature Extraction Module
3.3 Image Recognition Module of the BP Neural Network
4 Conclusion
References
Computer Security Strategy and Management in the Tax Information Management System Under the Background of the Belt and Road
Abstract
1 Background Analysis of the Belt and Road
2 Risks of the Tax Information Management Under the Background of “the Belt and Road”
3 The Technology of the Tax Information Management System Under the Background of “the Belt and Road”
3.1 Firewall Technology
3.2 Information Encryption Technology
3.3 Information Authentication Technology
3.4 Antivirus Technology
4 Computer Security Strategy and Management in the Tax Information Management System Under the Background of “the Belt and Road”
5 Conclusion
Acknowledgement
References
The Manufacturing Transfer in Shanghai Based on Big Data
Abstract
1 Introduction
2 Internet Big Data Overview
3 Analysis of Industrial Structure in Shanghai
4 Analysis of Industrial Transfer Measurement in Shanghai
4.1 Research Design
4.2 Empirical Test Analysis
5 Conclusion
Acknowledgment
References
The Relationship Between Shanghai-Centered Producer Services and Manufacturing Industry Based on Simultaneous Equation Model in Cloud Computing Environment
Abstract
1 Introduction
2 Cloud Computing Concepts, Features and Functions
2.1 About the Expression of Cloud Computing
2.2 Characteristics of Cloud Computing
2.3 The Function of Cloud Computing
3 Estimation of the Interaction Between Production Service Industry and Manufacturing Industry with Shanghai as the Central Region
3.1 Measurement of the Influence Coefficient Between the Producer Service Industry and the Manufacturing Industry
3.2 Measurement of the Sensitivity Coefficient Between the Producer Service Industry and the Manufacturing Industry
4 The Interaction Between Producer Service Industry and Manufacturing Industry
4.1 Estimation and Analysis of the Model
4.2 Selection and Estimation Results of Regression Equation Estimation Methods
5 Conclusion
Acknowledgment
References
The Smart Grid System Design Based on the Big Data Technology
Abstract
1 Design Background of the Smart Grid System Based on the Big Data Technology
1.1 Smart Grid
1.2 Big Data Technology
1.3 Application of the Big Data Technology in the Smart Grid System
2 The Demand of the Smart Grid for the Data Transmission and Communication
3 Smart Grid System Design Based on the Big Data Technology
3.1 Data Integration Technology
3.2 Data Storage Technology
3.3 Data Processing Technology
3.4 Data Analysis Technology
4 Conclusion
References
Design of the Interactive Intelligent Machine-Aided Translation Platform Based on Multi-strategies
Abstract
1 Design Background of the Interactive Machine-Aided Translation Intelligent Platform Based on the Multi-strategies
2 Key Points of the Interactive Intelligent Machine-Aided Translation Platform Design Based on the Multi-strategies
3 Design of the Interactive Intelligent Machine-Aided Translation Platform Based on the Multi-strategies
4 Conclusion
Acknowledgement
References
Design and Implementation of the Interactive Chinese Painting Display System
Abstract
1 Definition and Classification of the Interactive Demonstration System
2 Design Requirements of the Interactive Chinese Painting Display System
3 Design Framework of the Interactive Chinese Painting Display System
3.1 Design Goal
3.2 Functional Structure Design
3.3 Virtual Display Technologies
3.4 Characteristics of OSG
4 The Realization of the Interactive Chinese Painting Display System
5 Conclusion
References
The Data System of the Public Platform of Industrial Economic Informatization Under the Strategy of Rural Revitalization
Abstract
1 Objectives and Development Requirements of the Strategy of the Rural Revitalization
2 Problems in the Construction of the Data System of the Public Platform of Industrial Economic Informatization Under the Strategy of the Rural Revitalization
2.1 Weak Rural Information Infrastructure
2.2 Lack of the Effective Overall Planning and Coordination of the Rural Grass-Roots Information Work
2.3 The Information Level of the Rural Residents Is not High
2.4 Imperfect Rural Information System and Relevant Policies
3 The Construction Requirements of the Data System of the Public Platform of the Industrial Economic Informatization Under the Strategy of the Rural Revitalization
4 The Construction Strategy of the Public Platform Data System of the Industrial Economic Informatization Under the Strategy of the Rural Revitalization
4.1 Construction of the Platform Contents
4.2 Application System Construction
4.3 Construction of the Data Sharing and Exchange System
4.4 Construction of the Safety System
4.5 Solidly Promote the Construction of the Digital Countryside
5 Conclusion
Acknowledgements
References
Design of Community Rehabilitation Service System and APP for Cerebral Stroke Elderly
Abstract
1 Research Background
1.1 Current Status of Stroke in China
1.2 Existing Rehabilitation Measures for Cerebral Stroke Elderly in China
1.3 The Importance of Community Rehabilitation Training
2 Field Investigation and Analysis of Cerebral Stroke Elderly in Community
3 The Process of Constructing Community Rehabilitation Service System for Cerebral Stroke Elderly
4 Community Rehabilitation Service System for Cerebral Stroke Elderly Produced Results
4.1 Design Concept Presentation
4.2 Design Content
5 Conclusion
Acknowledgment
References
Design of Community Service System and APP for the Elderly with Diabetes
Abstract
1 Community Medical System Service Design
1.1 Research Background
1.2 Purpose and Significance of Community Medical System Service Design
2 Design Method and Process
2.1 Design Research
2.2 Target User Definition
2.3 User Journey Analysis
2.4 Definition of Contact Points
3 Design of Service System for the Healthy Habit Formation of the Elderly with Diabetes in the Community
4 Conclusion
Acknowledgment
References
NVH Analysis and Optimization of Driving System in Battery Electric Vehicle
Abstract
1 Introduction
2 Gear Whine Analysis of Electric Driving System
3 Reducer Order Noise Analysis
3.1 Establishment of MASTA Reducer Analysis Model
3.2 MASTA Software Analysis System Model
4 Reducer Loading Test
5 Conclusion
Acknowledgment
References
Research and Design of College Teachers’ Performance and Salary Collaborative Management System
Abstract
1 Introduction
2 Overall System Design
3 System Structure and Function Design
3.1 System Use Case Model Design
3.2 Sequence Model Design
3.3 Collaborative Model Design
3.4 Performance Salary Management Module Design
3.5 Statistical Management Module Design
4 Conclusion
Acknowledgement
References
Relationship Model of Green Energy and Environmental Change Based on Computer Simulation
Abstract
1 Introduction
2 Methodology
2.1 Support Vector Machine
2.2 SVM-Based Green Energy and Environmental Change Model
2.3 Simulation Experiment
3 Summary
References
Risks of the Blockchain Technology
Abstract
1 Introduction
2 Wallet Security Risks
3 Code Vulnerability and Risks on the Validity of the Consensus Mechanism
4 Hash Algorithm Risk
5 51% Attack Risk
6 Exchange Security Risk
7 Conclusion
References
Effects of the Computer-Assisted Gallery Activity Program on Student Motivation and Engagement in College Classes
Abstract
1 Introduction
2 Comparing the Computer-Assisted Gallery Activity Program to the MUSIC Model of Motivation
2.1 Teachers Become Assistants and Students Become Main Speakers in Class in the Gallery Activity Program Who Can Make Decisions About the Form and Content of the Poster and the Presentation
2.2 The Usefulness of the Gallery Activity Program for Students’ Comprehensive Capabilities
2.3 The Sense of Success that Students Can Obtain When They Are Busy with Their Posters in the Gallery Activity
2.4 Students Feel that They Are Cared for by Teachers and Peers During the Gallery Activity Program
3 Conclusion
Acknowledgment
References
Construction of Creative Writing in College English Teaching in the Age of “Internet+”
Abstract
1 Introduction
2 The Construction of Creative Writing in the Process of College English Teaching
2.1 The Training of Students’ Thinking in Creative Writing
2.2 Training Model of Creative Writing
2.3 Mixed Teaching of Creative Writing and Basic Writing
3 The Impact of Creative Writing on Students’ Comprehensive Writing Ability
3.1 Creative Writing Helps to Enhance Students’ Vocabulary and Syntax
3.2 Creative Writing Can Increase the Writing Motivation of Students
3.3 Creative Writing Can Promote the Cultivation of Students’ Writing Ability
3.4 Creative Writing Can Improve Students’ Comprehensive Ability
4 Conclusion
References
Application of Computer Simulation Technology in Food Biotechnology Teaching
Abstract
1 Introduction
2 The Principle and Advantages of Computer Simulation Technology
3 Application of Computer Simulation Technology in Food Biotechnology Teaching
3.1 Thermal Food Technology
3.2 Separation of Active Ingredients in Food
3.3 Food 3D Printing
3.4 Food Testing
4 Analysis and Comparison of Teaching Effect
5 The Effect of Computer Simulation Technology in the Teaching of Food Biotechnology
5.1 Arouse Learning Interest, Stimulate Learning Motivation
5.2 Make Food Biotechnology Teaching More Intuitive and Macroscopic
5.3 Shorten Teaching Time and Improve Teaching Quality
6 Conclusion
References
Design and Optimization of the Architecture for High Performance Seismic Exploration Computers
Abstract
1 Introduction
2 Analysis on the Characteristics of High Performance Seismic Applications in Petroleum Exploration and Hardware Configuration
2.1 Effects of the Local Hard Disk on Operational Efficiency
2.2 Effects of the Memory on Operational Efficiency
2.3 The Effect of Network on Operational Efficiency
3 Experiments and Results Analysis
3.1 The Impact of Local Hard Disk Configuration on the Operational Efficiency of Relevant Applications
3.1.1 IOZONE Benchmark Comparison
3.1.2 Operation Effects of Actual Sort on Trace Head Literal
3.2 The Impact of Memory Configuration on the Operational Efficiency of Relevant Applications
3.2.1 Linpack Benchmark Comparison
3.2.2 Comparison of Efficiency of Actual Grid Tomography
3.3 The Impact of Network Configuration on the Operational Efficiency of Related Applications
3.3.1 Linpack Benchmark Comparison
3.3.2 Comparison of Actual Time Migration Efficiency
4 Conclusion
References
Current Situation and Countermeasure Analysis of College Etiquette Education in the Era of “Internet+”
Abstract
1 Introduction
2 Problems in Etiquette Education in Colleges
2.1 The Weakening of Etiquette Course Teachers’ Influences on Students
2.2 Etiquette Education Is Not Closely Integrated with Ideological & Political Education
2.3 Relatively Lack of Network Etiquette Education
3 Investigation and Analysis of Etiquette Accomplishment
4 Countermeasures of Etiquette Education in Colleges in the Age of “Internet+”
4.1 Using New Media Platform to Develop Rich Etiquette Education Activities
4.2 Promoting the Combination of Etiquette Education and Ideological & Political Education
5 Conclusion
References
Innovative Teaching of University Management Course Under the Background of “Internet+”
Abstract
1 Introduction
2 The Influence of Modern Teaching Technology on University Teaching Under the Background of “Internet+”
3 Problems in the Teaching of University Management Courses in the Era of “Internet+”
3.1 Lack of Practice in Curriculum
3.2 Low Quality of Teachers
3.3 Choosing the Wrong Teaching Case
4 Innovation of Management Course Teaching Under the Background of “Internet+”
4.1 Transformation of Teaching Ideas
4.2 Innovation in the Process of Teaching
4.3 Innovation in Practice
5 Conclusion
References
Chinese-Foreign Cooperative Education Management System Based on Cloud Platform
Abstract
1 Introduction
1.1 Regional Distribution
1.2 School Level
2 Chinese-Foreign Cooperative Education Management System
2.1 Teaching Management Reform Based on Education Cloud Platform
2.2 Teaching Management Reform Based on Education Cloud Platform
3 The Construction of the Chinese-Foreign Cooperative Education Model of the Platform Is Implemented in the Implementation
3.1 Cloud Platform
3.2 Cloud Platform Construction
3.3 Student Learning Activities Participation Statistics
4 Conclusion
Acknowledgement
References
SAR and Optical Remote Sensing Image Registration Based on an Improved Point Feature
Abstract
1 Introduction
2 HIOHC
2.1 Expansion of Harris Corner Response Function
2.2 The Weight of Harris Corner Response Function
2.3 The Orientation of Harris Corner Point
2.4 Structural Feature Descriptor
3 Experimental Results
3.1 Description of Data Set
3.2 Experimental Results
4 Conclusion
Acknowledgments
References
Dispatching and Control Cloud Based Power Grid Operation Data Association Analysis Method
Abstract
1 Introduction
2 Association Rules and Classification
2.1 Association Rules
2.2 Classification of Association Rules
3 Association Rules Mining
3.1 Association Rules Mining
3.2 Association Analysis Mining Model
4 Comprehensive Analysis
5 Conclusions
Acknowledgment
References
An Equipment Association Failure Analysis Method of Power Grid Based on Dispatching and Control Cloud
Abstract
1 Introduction
2 Methodology of Device Association Failure Analysis
2.1 Device Association Failure Analysis
2.2 Equipment Accident Correlation Feature
2.3 Equipment Accident Correlation Evaluation Analysis
3 Equipment Association Failure Analysis
4 Conclusions
Acknowledgment
References
Design of AC Motor Efficiency Optimization Control System
Abstract
1 Introduction
2 Establishment of the System Control Plan
3 Optimization Design of System Structure
3.1 Tracking Differentiator
3.2 Observer Under Expansion State
3.3 Error Feedback Control Law Under Nonlinear State
4 System Simulation Analysis
5 Conclusion
Acknowledgement
References
Control Algorithm and Analysis of Logistic Automatic Sorting Line
Abstract
1 Introduction
2 System Structure Design
3 System Building
3.1 Pneumatic Model
3.2 Internal Model Control
4 System Experiment
4.1 Test Plan Setting
4.2 System Simulation Tests
5 Conclusion
Acknowledgement
References
Efficiency Loss Model for Asynchronous Motor Vector Control
Abstract
1 Introduction
2 Construction of System Vector Control Model
3 Modeling of System Efficiency Optimization
4 System Simulation Analysis
5 Conclusion
Acknowledgement
References
Author Index