Advances in Artificial Systems for Medicine and Education V

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This book broadly covers a scope of the latest advances for the development of artificial intelligence systems and their applications in various fields from medicine and technology to education. The proceedings comprise refereed papers presented at the Fifth International Conference of Artificial Intelligence, Medical Engineering, and Education (AIMEE2021), which took place at the Mechanical Engineering Institute of the Russian Academy of Sciences, Moscow, Russia, on 1–3 October 2021.

Given the rapid development of artificial intelligence systems, the book emphasizes the need for the intensification of training of a growing number of relevant specialists, in particular, in medical engineering to increase the effectiveness of medical diagnosing and treatment. In digital artificial intelligence systems, scientists endeavour to reproduce the innate intellectual abilities of humans and other organisms, and the in-depth study of genetic systems and inherited biological processes can provide new approaches to create more and more effective artificial intelligence methods. Topics of the included papers concern thematic materials in the following spheres: mathematics and biomathematics; medical approaches; technological and educational approaches. The book is a compilation of cutting-edge research papers in the field, covering a comprehensive range of subjects that are relevant to business managers and engineering professionals alike. The breadth and depth of these proceedings make them an excellent resource for asset management practitioners, researchers, and academics, as well as undergraduate and postgraduate students who are interested in artificial intelligence, bioinformatics systems, also their expanding applications. The intended readership includes specialists, students, and other circles of readers who would like to know where artificial intelligence systems can be applied in the future with great benefit.


Author(s): Zhengbing Hu, Sergey Petoukhov, Matthew He
Series: Lecture Notes on Data Engineering and Communications Technologies, 107
Publisher: Springer
Year: 2021

Language: English
Pages: 570
City: Cham

Preface
Contents
Advances in Mathematics and Bio-mathematics
Modeling and Application of Ferry Crossing Channel Frequency Based on AIS Data
Abstract
1 Introduction
2 Modeling of Frequency of Ship Crossing the Channel
2.1 Problem Analysis and Mathematical Modeling
2.2 Statistical Simulation of the Number of Traversable Times
3 Application of FMSCC Model in Dongdu Channel of Xiamen Port
3.1 Data Acquisition and Processing
3.2 Traffic Flow Distribution, Ship’s Length Distribution and Ship’s Speed Distribution
3.3 Regular Pattern of Ship Arrival
3.4 Distribution of Ship Time Interval
3.5 Statistical Simulation of Traversable Times
3.6 Analysis of Measured Traffic Flow Crossing Model Results
4 Conclusion
References
Optimization of Intelligent Warehouse Layout Based on SLP Method--Take SuNing Logistics CaiNiao Warehouse as an Example
Abstract
1 Instruction
2 Analysis the Current Situation of SuNing Logistics CaiNiao Warehouse
2.1 Overview of the Functional Areas of SuNing Logistics CaiNiao Warehouse
2.2 Problems in the Warehouse Layout of SuNing Logistics CaiNiao Warehouse
2.2.1 Poor Position Flexibility of Operation Unit Position
2.2.2 Operation Route Setting is Unscientific
3 An Analysis of the Warehouse Layout Optimization Based on the SLP Method
3.1 Operation Quantity Forecast on SuNing Logistics CaiNiao Warehouse
3.2 Correlation Analysis of CaiNiao Warehouse Functional Area of SuNing Logistics
3.2.1 Correlation Analysis of the Logistics Relations of Each Functional Area
3.2.2 Analysis of Non-logistics Relations in Each Functional Area
3.2.3 Comprehensive Correlation Diagram Analysis
4 Evaluation of the Warehouse Layout Optimization Scheme
4.1 Identify the Objective Measure
4.2 Determining the Subjective Evaluation Values
4.3 Identify the Subjective Measures Value
4.4 Determine the Position Measure
5 Conclusion
Acknowledgment
References
Rural Governance Based on the Coordination of Multiple Subjects Intelligent Research
Abstract
1 Instruction
2 Cooperative Governance of Multiple Subjects and Intelligentization of Rural Governance
2.1 Cooperative Governance of Multiple Subjects and Intelligentization of Rural Governance
2.2 Multi-subject Collaborative Governance
2.3 The Meaning of the Intelligent Rural Governance
2.3.1 Improve the Rural Governance System, Promote the Modernization
2.3.2 Improve the Accuracy of Rural Governance, Realize the Link Between Supply and Demand and Maximize Service Efficiency
2.3.3 Improve the Modernization of the National Rural Governance System and Capacity, Building a New Pattern of Social Governance that is Shared by the Common Governance
3 The Status Quo of Intelligent Rural Governance in China
3.1 The Intelligent Policy System of Rural Governance is Gradually Perfected
3.2 The Effectiveness of Local Governments in Promoting the Intelligence of Rural Governance is Obvious
3.3 Digital Agriculture Has Consolidated the Material Foundation of Rural Governance
4 The Problem of the Intelligent Governance of Rural Areas in Our Country
4.1 The Government’s Philosophy is Unclear and Lacks Reasonable Planning and Guidance
4.2 Multi-agent Communication is not Smooth and “Information Gap” Appears
4.3 Villagers’ Awareness of Participation in Rural Governance is Weak and Their Ability is Insufficient
4.4 The Intelligent Governance System Mechanism Under Multi-agent Coordination is not Sound
5 Conclusion and Suggestions
5.1 Strengthen the Top-Level Design and Change the Concept of Grass-Roots Governance
5.2 Strengthen the Construction of Information Platform and Promote the Coordination of Governance Entities
5.3 Improve the Villagers’ Awareness of Participation and Cultivate Their Ability to Govern
5.4 Optimize the Institutional Mechanism and Strengthen the Intelligent Development Guarantee of Social Governance
References
Swin Transformer and Mask R-CNN Based Person Detection Model for Firefighting Aid System
Abstract
1 Introduction
2 Related Works
3 Firefighting Aid System
4 Deep Learning Based Object Detection in Firefighting Scenario
4.1 Mask R-CNN Framework
4.2 Swin Transformer Network
5 Experiments and Analysis
5.1 Evaluation Indicators
5.2 Experimental Results and Analysis
6 Conclusion
References
Investigation of the Dynamics of the Formation of Collective Immunity in a Pandemic Using Multi-agent Modeling and Selective Neural Network
Abstract
1 Introduction
1.1 Literature Review
1.2 Probabilistic Method for Calculating Collective Immunity
1.3 Multifactorial Mature of the Dynamics of the Pandemic and Vaccination
2 Mathematical Model of the Pandemic Based on a Multi-agent Model in Combination with Selective Neural Networks
3 Description of the Software
4 Results
5 Conclusion
References
Managing Self-organized Criticality in Neural Networks on the Edge of Stability and Chaos
Abstract
1 Introduction
2 Critical Points are Bifurcation Points of Systems with Self-organized Criticality
3 Mathematical Model for the Study of Modes in Systems with Self-organized Criticality Near the Bifurcation Point
4 Control of Systems with Self-organized Criticality in the Generation of Pulse Flows in Sensor Systems
5 Management of Self-organized Criticality in the Implementation of Reflexes in Neural Networks
6 Conclusions
References
Method for Rapid Calculation of Urban Public Transport Passenger Flows in Residential Areas of Large Cities
Abstract
1 Instruction
1.1 Formulation of the Problem
1.2 Disadvantages of Exist Software and Problem Clarification
2 Materials and Methods
2.1 Analysis of City Population Distribution
2.2 Basics of Passenger Conservation Model
2.3 Stops Types and Its Influence to Passenger Flows
3 Results and Discussion
4 Conclusion
References
Genetic Informatics and the Bit-reversible Holography - The Problem of Inherited Holographic Features of Organisms
Abstract
1 Introduction
2 Research Methods
3 Research Results
4 Some Concluding Remarks
Acknowledgments
References
Fuzzy Controller for Automatic Ventilation Control System
Abstract
1 Instruction
2 Fuzzy Controllers Used for Controlling Indoor Ventilation System
3 Controller Model Specification Based on Fuzzy Logic for the Automatic Ventilation Control System
4 Conclusion
References
Development of an Algorithm for Energy Efficient Resource Scheduling of a Multi-cloud Platform for Big Data Processing
Abstract
1 Introduction
2 Literature Overview
3 Formalization of Optimization Problem of Close to Optimal Energy Efficient Scheduling
4 Algorithm of Close to Optimal Energy Efficient Scheduling
5 Conclusion
Acknowledgment
References
Ensemble of Gray Fuzzy Cognitive Maps Application to Solve the Problem of Predicting University Activity
Abstract
1 Introduction
2 Application of Gray Fuzzy Cognitive Maps for Solving the Scenario Forecasting Problem
3 Scenario Forecasting Cognitive Model of the University Performance Indicators Based on Gray Fuzzy Cognitive Maps Ensemble
4 Results of University Performance Indicators Scenario Forecasting Based on a Gray Cognitive Maps Ensemble
5 Conclusion
Acknowledgments
References
A Model for Evaluating Remaining Energy of Retired Battery Based on Improved PSO-BP Neural Network
Abstract
1 Introduction
2 The Improvement of BP Neural Network and PSO Algorithm
2.1 Improved BP Neural Network
2.2 Improved PSO Algorithm
3 Detection Method of Retired Battery Residual Energy Based on Improved PSO-BP Neural Network
4 The Verification and Analysis of the Improved Algorithm
5 Summary and Conclusion
References
Evolution Management of Multistage Manufacturing Based on Evidence Theory and Methods of Interval Analysis
Abstract
1 Introduction
2 Evaluation of Calculated Diagnostic Indicators
3 Principles of Application of Interval Analysis
4 Using the Theory of Evidence to Solve the Problems of Industrial Diagnostics
5 Conclusion
Acknowledgment
References
Consideration of Expert Judgement by the Morphological Matrix Formation
Abstract
1 Introduction
2 Consideration of Expert Judgement
3 Analysis of Additive Technologies Based on the Morphological Approach
4 Summary and Conclusion
References
Applying Machine Learning Algorithms to Automatically Classify Emergency Messages
Abstract
1 Introduction
2 Classification Methods of Emergency Messages
3 Experimental Study of Classification Methods of Emergency Messages
4 Development of a Website Prototype for Handling Emergency Calls
5 Summary and Conclusion
Acknowledgment
References
Categorical Model of a Plant as a System
Abstract
1 Introduction
2 Categorical Splices and Categorical Systems
3 Categorical Model of a Plant to be taken as a System
4 Conclusion
References
Advances in Medical and Technological Approaches
Determination of Race Using the FFRACE Software Package
Abstract
1 Introduction
2 The Algorithm of Race Determination Underlying the Software Package
3 Description of the Software Package
3.1 Structure
3.2 Input Module of Initial Information
3.3 Module of Fixing the External Identification Features of the Head
3.4 Race Identification Module
4 An Example of the Application of the Algorithm and Software Package
5 Summary and Conclusions
References
Automated System for Modeling the Casting Process of Non-ferrous Metals
Abstract
1 Introduction
2 Mathematical Model
3 Software Package
4 Research Results and Discussion
5 Summary and Conclusion
References
Evaluation and Analysis of Cross-border Logistics Security Risk Between China and Kazakhstan Based on SVM Under the Background of “One Belt and One Road”
Abstract
1 Introduction
2 Support Vectory Machine Theory
3 System Construction
3.1 Political Risk
3.2 Economic Risks
3.3 Industry Market Risks
4 Evaluation of Logistics Security Based on SVM
5 Conclusion
Acknowledgement
References
Simulation and Optimization of Flight Scheduling in Dual-Runway Cargo Airport for Vaccine Transport Based on Artificial Bee Colony Algorithm
Abstract
1 Introduction
1.1 Analysis of the International Cargo Airports
1.2 Major Challenges for Air Transportation of COVID-19 Vaccine
1.3 Influencing Factor Analysis for Flight Entry and Departure Scheduling
2 Literature Review
3 Modeling of Flight Entry and Departure Scheduling Problem
3.1 Common Strategies for Flight Entry and Departure Scheduling
3.2 Joint Scheduling Mathematical Model of Dual Runway Airport
3.2.1 Mathematical Model Hypothesis of Dual-Runway Joint Scheduling
3.2.2 Definitions of Symbols Related to Dual-Runway Joint Scheduling Problem
3.2.3 Modeling of Dual-Runway Entry and Departure Joint Scheduling Problem
4 Model Calculation Based on Artificial Bee Colony Algorithm
4.1 Design of Discrete Artificial Bee Colony Algorithm
4.2 Simulation Analysis of Entry and Departure Joint Scheduling
5 Conclusion
5.1 Simulation and Results
5.2 Limitation and Implication
References
The Role of Artificial Intelligence Technology in Improving the Resilience of Supply Chain During COVID-19
Abstract
1 Introduction
2 Theoretical Background
2.1 The Conception of SCR
2.2 Entrepreneurs’ Thoughts on Supply Chain Resilience Under the Epidemic
2.3 Approach to Increase Supply Chain Resilience
2.4 Core Technology of Artificial Intelligence
3 Application Mechanism of AI in SCR
4 Conclusion
Acknowledgment
References
Analysis and Countermeasures of Inland Shipping Logistics in Fujian Province
Abstract
1 Instruction
1.1 Development Status of Inland Shipping Logistics in Fujian
1.2 Literature Review
2 PEST Analysis of the Development of Fujian Inland Shipping Logistics
2.1 Problems Existing in the Development of Fujian Inland Shipping Logistics
2.2 PEST Analysis on the Development of Inland Shipping Logistics in Fujian
2.2.1 Political Environment Analysis
2.2.2 Economic Environment Analysis
2.2.3 Social Environment Analysis
2.2.4 Technical Environment Analysis
3 Forecast and Analysis of Inland Shipping Logistics in Fujian Province
3.1 Historical Data of Inland Shipping Volume in Fujian Province
3.2 Forecast of Shipping Volume Based on Exponential Smoothing
3.2.1 Exponential Smoothing
3.2.2 Cargo Throughput Forecast
3.2.3 Waterway Freight Volume Forecast
3.3 Forecast Result Analysis
4 Countermeasures for the Development of Fujian Inland Waterway Logistics
4.1 Strengthen the Construction of Water Transportation Infrastructure
4.2 Optimize the Industrial Layout Along the River
4.3 Develop Green Inland Shipping Logistics
4.4 Promote Shipping Transformation and Upgrading
5 Conclusions
References
On the Development of Macao Film Industry Based on “New Diamond Model” from a Systematic Perspective
Abstract
1 Introduction
2 Diamond Model and System Theory
3 Advantageous Resources of Macao's Film Industry Based on the “New Diamond Model”
3.1 Development Opportunities
3.2 Government Policy
3.3 Channel Resources
3.4 Human Resources
3.5 Capital Resources and Market Demand
3.6 Absorption and Innovation Capability
4 Research and Judgment on the Future Development of Macao's Film Industry
5 Conclusion
Acknowledgment
References
Empirical Research on Influence Mechanism of COVID-19 on University Students’ Decision to Study Abroad
Abstract
1 Introduction
2 Model Construction and Research Hypothesis of Study Abroad Decision-Making
2.1 Construction of Empirical Model
2.2 Proposal of Research Hypothesis
2.3 Scale Design
3 Empirical Research on Influencing Factors of Decision-Making
3.1 Questionnaire Design and Data Collection
3.2 Reliability and Validity Test
3.3 Confirmatory Factor Analysis
4 Structural Equation Model Analysis
4.1 Construction of Structural Equation Model
4.2 Hypothesis Test and Analysis
4.3 Model Test Results
5 Conclusion
Acknowledgment
References
Importance of Air Pollutants in Controlling the Epidemic During the City Lockdown for COVID-19 in China: Analysis Based on Environmental Monitoring
Abstract
1 Instruction
2 Literature Review and Hypothesis
3 Research Methodology
3.1 Model Construction and Variable Selection
3.2 Method
4 Result
4.1 Descriptive Analysis
4.2 The Relationship Between Air Pollution and Confirmed Cases of COVID-19
4.3 Multi-pollutant Model
5 Summary and Conclusion
References
Process and Intelligent Automation for the Parts Production from Heat-Resistant Alloys Based on the Morphological Approach
Abstract
1 Introduction
2 Intellectual Automated Control System
3 Analysis and Synthesis of Technological Processes
4 Automation of the Technological Process
5 Conclusion
References
Research on Organization and Optimization of Inbound Picking Area in Logistics Distribution Center
Abstract
1 Introduction
2 Distribution Center Organization and Structure
3 Modeling and Simulation of Distribution Center
3.1 Distribution Center Model Establishment
3.2 Distribution Center Parameter Settings
3.3 Simulation Result Output and Analysis
4 Proposal of Improvement Plan
4.1 Analysis of the “Bottleneck” of the Original Plan and Improvement
4.2 Modeling and Simulation of Improved Scheme
4.3 Simulation Result Output and Comparative Analysis
5 Conclusion
References
Method to Prevent Hypothermia and Muscle Tremors in Burn Patients
Abstract
1 Introduction
2 The Main Causes of Hypothermia and Muscle Tremors in Burn Patients (Literature Review)
2.1 Heat Loss Due to Skin Lesions
2.2 Effect of Dressings/Coatings with Water-Based Ointments on the Occurrence and Development of Hypothermia
2.3 Influence of Convection on the Onset and Development of Hypothermia
2.4 The Main Causes of Muscle Tremors
3 Methods to Eliminate Hypothermia and Tremors
3.1 The Fluidised Bed
3.2 Total Heating
3.3 Warm Fluid Infusion Method
3.4 Heating with Woven Electric Heaters
3.5 Calculation of Woven Electric Heaters
4 Practical Approbation
4.1 Used Woven Electric Heater
4.2 Approbation Results
5 Conclusions
References
Current Situation and Countermeasures of Medical Materials Transformation and Expansion Under Major Public Health Emergencies
Abstract
1 Introduction
2 Transformation and Expansion of Medical Materials Under the COVID-19 Epidemic
2.1 The Unclear Evolution Law of the Epidemic
2.2 The Mismatch Between the Production Capacity and Demand of Medical Materials
2.3 Multivariate Policies Coupled Mutually
3 The Government-Led Multi-subject Medical Material Transformation and Expansion Mechanism
4 Key Issues in the Transformation and Expansion of Medical Materials
4.1 The Law of the Impact of the Transformation and Expansion of Medical Materials on the Evolution of the Epidemic
4.2 Decision of Medical Materials Under Major Public Health Emergency
4.3 Mobilization Mechanism for the Transformation and Expansion of Medical Materials
5 Suggestions and Conclusion
5.1 Evolution-Based Medical Supplies Prediction
5.2 Production Capacity Decision-Making Under Centralized and Decentralized Decisions
5.3 Mobilization Mechanism Under the Coupling of Multiple Policies
5.4 Conclusion
Acknowledgment
References
Research on Influencing Factors and Promotion Path of Rural Embeddedness Willingness of Young Talents from the Perspective of Rural Revitalization
Abstract
1 Introduction
2 The Current Situation of Rural Revitalization in the Absence of Young Talents
3 Factor Analysis and Data Sources
3.1 Factor Analysis
3.2 Data Source and Definition
4 Variable Factor Analysis on Influencing Factors of Young Talents’ Rural Rooting Willingness
5 Conclusion and Suggestions
Acknowledgment
References
Fractal Antenna Systems with Chiral Metamaterials Substrates for MIMO Systems
Abstract
1 Introduction
2 Literature Review
3 Methodology for Evaluating the Spectral Efficiency of MIMO Systems When Using Antenna Systems with a Fractal Radiator Located on a Substrate of Chiral Metamaterials
4 Results and Discussion
5 Conclusions
Acknowledgments
References
Experimental Study of the Positioning System in the Centralized Wi-Fi Network
Abstract
1 Introduction
2 Experimental Wi-Fi Network for Conducting the Tests
2.1 Building an Experimental Wi-Fi Network
2.2 Frequency-Territorial Planning of the Test Wi-Fi Network
3 Choosing the Indoor Radio Wave Propagation Models
3.1 Indoor Propagation Models Comparative Characteristic
3.2 Experimental Verification of Trilateration Positioning Method with Different Indoor Propagation Models
4 Results of Processing the Experimental Data
5 Conclusions
References
Influence of the Structure of Coatings on the Nature of Deformation and the Type of the Indentation Diagram for Topocomposites on Ductile Substrates
Abstract
1 Introduction
1.1 Literature Review
2 Materials and Methods
3 Results and Discussion
3.1 Analysis of Experimental Indentation Diagrams
3.2 Analysis of Indentation Diagrams with Repeated Loading and Unloading
3.3 Summary
4 Conclusion
Acknowledgment
References
Review of Technical Solutions for Parallel Mechanisms with Flexible Links (Cable-Driven Robots (CDR))
Abstract
1 Instruction
2 Review of Cable-Driven Robots (Literature Review)
3 Theory and Method: Creation Classification of CDR
4 An Example of Using Classification
5 Summary and Conclusion
References
Simulations of the Stretching of Two Models of Filamentous Actin at a Constant Velocity Using Method of Molecular Dynamics
Abstract
1 Introduction
2 Methods
2.1 Models of Filamentous Actin
2.2 Method of Molecular Dynamics Simulations
3 Results
4 Conclusion
Acknowledgment
References
Intelligent Remote Health Monitoring for Rehabilitation After COVID Disease
Abstract
1 Introduction
2 Methodology
3 Results of the Pilot Running Project
4 Discussion
5 Conclusion
Acknowledgments
References
Advances in Educational Approaches
Influencing Factors of Network Public Opinion Violence in Colleges and Universities Based on Rational Behavior Theory
Abstract
1 Introduction
2 Research Status and Literature Induction
3 Research Hypothesis and Study Design
3.1 Research Hypothesis
3.2 Study Design
4 Analysis of Empirical Results
4.1 Reliability and Validity Analysis
4.2 Correlation Analysis Among Dimensions
4.3 Regression Coefficient Test
5 Conclusions and Recommendations
5.1 Research Conclusion
5.2 Policy Recommendations
Acknowledgment
References
Training Mode and Evaluation Method of Entrepreneurial Talents in Higher Vocational Education
Abstract
1 Introduction
2 Entrepreneurial Talents Training Concepts for Higher Vocational Education
2.1 Vocational Skills Training Concept
2.2 Entrepreneurship Education Concept
3 Organization of Entrepreneurial Talents Training for Higher Vocational Education
3.1 Entrepreneurial Talents Training System Organization
3.2 Curriculum Setting for Entrepreneurial Talents Training for Higher Vocational Education
3.2.1 Curriculum Outlook
3.2.2 Curriculum Structure
3.2.3 Curriculum Content
3.2.4 Curriculum Objectives
4 Management and Evaluation of Entrepreneurial Talent Training in Higher Vocational Colleges
4.1 Management Mode of Entrepreneurial Talent Training in Higher Vocational Colleges
4.2 Teaching Evaluation of Entrepreneurial Talent Training in Higher Vocational Colleges
4.3 Mathematical Model of Teaching Evaluation
4.3.1 Mathematical Model of Teacher Evaluation
4.3.2 Mathematical Model of Student Evaluation
5 Conclusion
References
Analysis and Evaluation on Practical Teaching of Space Transformation Design of Old Buildings Based on Place Perception
Abstract
1 Introduction
2 Analysis of Characteristics of Architectural Decoration Patterns in the Space Transformation of Old Buildings
2.1 Significance and Principles of Space Transformation of Old Buildings
2.2 Function of Characteristic Analysis of Decorative Patterns of Old Buildings
3 Teaching Practice of Old Building Reconstruction Design Based on Place Perception
3.1 Contents of On-site Teaching and Place Perception
3.2 Organization of On-site Investigation Activities
3.3 “Place Perception” On-site Teaching Method
3.4 Arrangement of Architectural Decoration Patterns
3.4.1 Collection of Decorative Patterns
3.4.2 Combing of Decorative Patterns and Styles
4 Comprehensive Evaluation of “Place Perception” On-site Teaching Method Based on Analytic Hierarchy Process
4.1 Comprehensive Evaluation Index and Grade of “Place Perception” On-site Teaching Method
4.2 Solution and Consistency Test of Judgment Matrix
4.3 Comprehensive Evaluation and Analysis of Evaluation Results
5 Conclusion
Acknowledgment
References
Incentive Mechanism and Teacher Growth in Colleges and Universities Based on Expectation Theory from Perspective of PCK
Abstract
1 Instruction
2 Literature Review and Issue Analysis
2.1 Concept and Model of PCK
2.2 Expectation Theory
2.3 Incentive Mechanism
2.4 Growth of Teachers in College and University
3 Growth of College Teachers and The Problems They Face
3.1 Growth and some Contradictions of Young Teachers
3.2 Difficulties Faced by Young Teachers
4 Teachers’ Quality and Growth Under Incentive Mechanism
4.1 Teachers’ Quality and Ability Under the Guidance of PCK Model
4.1.1 PCK Model and Its Evolution
4.1.2 Practical Ability and PCK Model Improvement
4.2 Incentive Mechanism Based on Expectation Theory
4.2.1 Significance and Role of Expectation Theory for College Teachers
4.2.2 Incentive Mechanism and Process for Teachers
4.2.3 Frum Expectation Formula in Teacher Motivation
4.2.4 Teachers’ Self Motivation
5 Conclusion
Acknowledgment
References
Dynamic Relationship Between Expenditure on Finance Education, Income Gap Between Urban and Rural Residents and Agricultural Economy Level
Abstract
1 Introduction
2 Theoretical Aspects of the Research
3 Practical Implementation
3.1 Data Source and Variable Selection
3.2 Unit Root Test
3.3 Cointegration Test
3.4 Analysis of Vector Error Correction Model
3.5 Pulse Response Analysis
3.6 Variance Decomposition
4 Discussion
5 Conclusion
Acknowledgment
References
Evaluation Standards, Methods and System Guarantees for Selecting High-Quality Training Evaluation Organizations
Abstract
1 Instruction
2 The Birth and Connotation of Training Evaluation Organization
2.1 The Background of 1+X Certificate
2.2 The Birth of Training Evaluation Organization
2.3 The Connotation of Training Evaluation Organization
3 Evaluation Criteria for Selecting High-Quality Training Evaluation Organizations
3.1 Selection of High-Quality Training Evaluation Organization Multi-dimensional Considerations
3.2 Selection Criteria for High-Quality Training Evaluation Organizations
4 Multi-subject Comprehensive Selection Mechanism
4.1 Self-evaluation of the Training Evaluation Organization
4.2 Expert Evaluation
4.3 Education Regulatory Agency Audit
5 Supervision Mechanism of High-Quality Training Evaluation Organization
6 Conclusion
References
Theme-Based Instruction Applied in Teaching of Non-english Majors in China and an Empirical Analysis
Abstract
1 Introduction
2 Methodology
2.1 Research Design and Data Collection
2.2 Participants
2.3 Research Procedure
2.3.1 Pretest
2.3.2 Teaching Design
2.3.3 Posttest
2.4 Data Analysis
3 Results
3.1 The Pretest Results
3.2 The Posttest Results
4 Discussion
4.1 Significantly Improved Overall English Proficiency
4.1.1 Motivation
4.1.2 Comprehensible Input
4.1.3 Pushed Output
4.1.4 Learning Abilities
4.2 Significantly Improved Listening Comprehension
4.3 Non-significant Differences in Reading Comprehension, Writing or Translation
5 Conclusions
Acknowledgment
References
Research Status of Online Course Teaching in Application-Oriented Universities in China
Abstract
1 Instruction
2 Design
2.1 Data Source
2.2 Research Methods
3 Description and Analysis
3.1 Frequency Analysis
3.2 Mutual Citation Analysis
3.3 Co-occurrence Analysis
3.3.1 Conceptual Understanding of Online Course Teaching
3.3.2 Design Model of Online Course Teaching
3.3.3 Implementation Measures of Online Course Teaching Design
4 Findings
5 Conclusion
References
Adaptive Adjustment and Circular Improvement of Exhibition Course for Visual Communication Specialty in the Age of Information
Abstract
1 Introduction
2 New Features of Display Design in the Information Age
2.1 Focus on Brand Image
2.2 Topicality
2.3 Interactivity
2.4 Entertainment
3 The Nature and Requirements of Display Design Course for Visual Communication Specialty
3.1 Nature and Purpose of Exhibition Design Course
3.2 Requirements for Exhibition Design Course
3.3 Problems in Exhibition Design Course
4 Adaptive Adjustment and Cyclic Optimization of Exhibition Design Course
4.1 Adjustment of Course Theoretical Content
4.2 Adjustment of Course Practice
4.3 Achievement Display and Performance Evaluation
4.4 Cyclic Improvement of Curriculum Adjustment
5 Conclusion
Acknowledgment
References
Research on Chinese Education for Preparatory Students Based on Diversified Development
Abstract
1 Introduction
2 Chinese Teaching Status Quo for China Preparatory Students
2.1 The Interview
2.2 Questionnaire Survey
2.2.1 Preparation and Distribution of Questionnaire
2.2.2 Questionnaire Subject
2.2.3 Questionnaire Method
2.2.4 Questionnaire Statistics Results
2.2.5 Questionnaire Analysis
3 More Understanding of Chinese Teaching for Preparatory Students
4 The Diversified Development Measures for Preparatory Students in China
5 Conclusion
Acknowledgment
References
Information Technologies in Teaching the Discipline Project Management
Abstract
1 Introduction
2 Literature Review
2.1 The Essence and Content of the Course “Project Management”
2.2 The Place of Information Technologies in the Course “Project Management”
3 Using Specialized Software in the Course “Project Management”
3.1 Overview of Software Products
3.2 MS Excel Features for Project Management
4 Example of a Task for the Course “Project Management” and Its Implementation in Microsoft Excel
4.1 Mathematical Model of the Project
4.2 Generating Source Data for a Task
4.3 Implementation of the Project Model in Microsoft Excel
5 Conclusion
Acknowledgment
References
Feedback Controlled English-Medium Engineering Education in the Materials Forming Principles Course
Abstract
1 Instruction
2 Classroom Instruction
2.1 Teaching Strategy
2.2 Interaction in the Classroom
2.3 Case-Based Student Presentation
3 Feedback System
4 Discussion
5 Conclusions
Acknowledgement
References
Features of the Architecture and Models of Decision Support Systems in Individual Sports
Abstract
1 Introduction
2 Decision-Making Process in Sports Training
3 The Sequence of Making Coaching Decisions
4 Quantification of the Training Load and Mathematical Models Describing Training Effects
5 Conclusions
References
Computer-Aided Instruction for Efficient Academic Writing
Abstract
1 Introduction
2 Methods
2.1 Estimation of Accessibility of Tools for Free Distribution, Consistency, and Efficiency
2.2 Mind Map for Paper Planning
2.3 Guided Writing for Paper Structuring
2.4 Proofreading Apps
3 Results
4 Discussion
5 Conclusion
References
Author Index