Advances in Artificial Intelligence, Software and Systems Engineering: Proceedings of the AHFE 2021 Virtual Conferences on Human Factors in Software ... (Lecture Notes in Networks and Systems, 271)

Advances in Human Factors and Ergonomics 2021
Preface
Contents
Human Factors in Artificial Intelligence and Social Computing
Human-AI-Collaboration in the Context of Information Asymmetry – A Behavioral Analysis of Demand Forecasting
	1 Introduction
	2 Literature Review
	3 Methodology
	4 Results
	5 Conclusion
	References
A Minimally Supervised Event Detection Method
	1 Introduction
	2 Method
		2.1 Novelty Filtering
		2.2 SME Tagging and Bayesian Network Classification
		2.3 Iterative Workflow
	3 Example Results
		3.1 Choosing the Novelty Filter Threshold
		3.2 SME Tagging and TAN BN Classification
	4 Conclusion and Future Work
	References
LDAvis, BERT: Comparison of Method Application Under Corona Conditions
	1 Introduction
	2 Data Preparation: Nominalization, Toponyms, Topic Count
	3 Material Exploration: LDAvis, BERT
		3.1 LDAvis
		3.2 BERT
	4 Conclusion
	References
Artificial Intelligence (AI) Coupled with the Internet of Things (IoT) for the Enhancement of Occupational Health and Safety in the Construction Industry
	1 Introduction
	2 Legislations and Government Policies
	3 Machine Learning Models
	4 Artificial Intelligence
		4.1 Principles and Methodology
		4.2 Sub-systems
	5 Limitations and Challenges
	6 Conclusion
	References
Graph-Based Modeling for Adaptive Control in Assistance Systems
	1 Introduction
	2 Adaptive Control and Pathways Modeling
	3 Data-Driven Modeling for Flexible Adaption
	4 Application Example
	5 Conclusion
	References
Chatbot User Experience: Speed and Content Are King
	1 Introduction
	2 Methodology
	3 Participant Demographics
	4 Research Findings
		4.1 Individual Scenarios
		4.2 Chatbot Overall Satisfaction Ratings and Predictors of Net Promoter Score
	5 Best Practices in Designing Chatbots
	6 Conclusions
	References
Is Artificial Intelligence Digital?
	1 Introduction
	2 Signal Characteristic
	3 Crosstalk and Noise
	4 Impact on Higher Level
	References
Interpreting Pilot Behavior Using Long Short-Term Memory (LSTM) Models
	1 Introduction
	2 Methods
	3 Results
	4 Discussion
		4.1 Interpretation of Window Length and Lag Length Decay Metrics
		4.2 Applications and Next Steps
	5 Conclusion
	References
Felix: A Model for Affective Multi-agent Simulations
	1 Introduction
	2 Background
		2.1 Emotions
		2.2 Affective Computing
	3 Project Laetitia
	4 The Felix Model
		4.1 Internal Components
		4.2 Genetics
		4.3 Fuzzy Affective System
		4.4 Preliminary Data
	5 Conclusions and Future Work
	References
The Old Moral Dilemma of “Me or You”
	1 Introduction
	2 Research Background
		2.1 Autonomous Vehicles (AVs) in Marketing Literature
		2.2 The Ethical Issue
	3 Research Design
	4 Findings
	5 Conclusion
	References
Analysis of a Bankruptcy Prediction Model for Companies in Chile
	1 Introduction
	2 Methodology
	3 Conclusions
	References
Computational Intelligence Applied to Business and Services: A Sustainable Future for the Marketplace with a Service Intelligence Model
	1 Introduction
	2 Approaches to the Use of Computational Intelligence in Business
	3 Incorporation of Computational Intelligence in the Design and Delivery of Services
	4 A Sustainable Future for the Marketplace: Service Intelligence Model
	5 Conclusions
	References
Modeling Cognitive Load in Mobile Human Computer Interaction Using Eye Tracking Metrics
	1 Introduction
	2 Related Work
	3 Proposed Approach
	4 Results
	5 Discussion
	6 Conclusion
	References
Theoretical Aspects of the Local Government’s Decision-Making Process
	1 Introduction
	2 Decision-Making Process and Related Theories
	3 The Algebraic System and the Theory of Local Government’s Management
	4 The Decision Making as Inference
	5 Conclusion
	References
Application of AI in Diagnosing and Drug Repurposing in COVID 19
	1 Introduction
		1.1 Diagnosis
		1.2 Prognosis
		1.3 Dashboards and Projections
	2 Research and Development of Vaccines and Drugs
	3 Prevention/Communication
	4 Challenges
	5 Conclusion
	References
Using Eye-Tracking to Check Candidates for the Stated Criteria
	1 Introduction
	2 Technique and Research Methods
	3 Search for Criteria for Decoding a Pupillogram in the “Gray Zone” and Results
	4 Discussion
	5 Main Results
	References
Towards Understanding How Emojis Express Solidarity in Crisis Events
	1 Introduction and Related Work
	2 Data
	3 Understanding the Emojis of Solidarity
		3.1 RQ1: How Useful Are Emojis as Features in Classifying Expressions of Solidarity?
		3.2 RQ2: What Sentiments Are Conveyed by Emojis in Solidarity Expressions During Crisis Events?
		3.3 RQ3: How Can Emojis Be Used to Understand the Diffusion of Solidarity Expressions Over Time?
	4 Conclusion and Discussion
	References
Deep Neural Networks as Interpretable Cognitive Models for the Quine’s Uncertainty Thesis
	1 Introduction: Quine’ Uncertainty Thesis Meets the Black Box
	2 Gestalt Cognition Uncertainty as Enhanced Version for Quine’ Uncertainty Thesis
	3 Approaches for Tackling Gestalt Cognition in Deep Neural Networks
	4 Conclusions: Interpretability as a Mixture of Computer Vision and Human Cognition
	References
Artificial Intelligence: Creating More Possibilities for Programmatic Advertising
	1 Challenge: Programmatic Advertising is Confronted with Increasingly Complicated
	2 Solution: AI Drives the Evolution of the Whole Chain of Programmatic Advertising
		2.1 Deep Marketing Insight
		2.2 Intelligent Advertising
		2.3 Data Feedback and Optimization
	3 Empowerment: Specific Application of AI Technology in Programmatic Advertising
		3.1 Understanding Diverse Unstructured Data
		3.2 Building Up Deep Users’ Portrait
		3.3 Achieving Creative Contents
	4 Case: Programmatic Marketing Solution for Full Stack AI Decision-Making Platform
		4.1 MIP, the AI Decision-Making Platform of Deep Zero|Pinyou [4]
		4.2 The Digital and Intelligent Marketing Practice of Friso [4]
	5 Reflection: Do not Fall into the Misunderstanding That Marketing is Only Technology-Based
	References
A CRISP-DM Approach for Predicting Liver Failure Cases: An Indian Case Study
	1 Introduction
	2 Methodology
		2.1 Business Understanding
		2.2 Data Understanding
		2.3 Data Preparation
		2.4 Modeling
		2.5 Evaluation
	3 Results and Discussion
	4 Conclusion
	References
Towards a Most Suitable Way for AGI from Cognitive Architecture, Modeling and Simulation
	1 Introduction
	2 Artificial Intelligence, AGI and Cognitive Architecture
		2.1 Artificial Intelligence and AGI
		2.2 AI/AGI and Cognitive Architecture Share Same Ambition
		2.3 Modeling, Cognitive Architecture and Simulation Aims at AGI
	3 Cognitive Architecture: A Framework for Achieving AGI
		3.1 AGI-Oriented and Model-Based Human Cognitive Characteristics
		3.2 AGI-Oriented Cognitive Architecture and Its Mechanism
		3.3 Implementation of Cognitive-Model-Based AGI Applications
	4 Parameterization of Cognitive Characteristics in Cognitive Architecture and Modeling with PVT
		4.1 Studies Motivation, Task and Cognitive Process
		4.2 Parameterization, Modeling and Simulation
		4.3 The Results
	5 An AGI Case for Autonomous Maintenance/Assembly Task
		5.1 Autonomous Control Task and Cognitive Process
		5.2 Cognitive Modeling and Simulation
		5.3 The Results
	6 Conclusion
	References
Promoting Economic Development and Solving Societal Issues Within Connected Industries Ecosystems in Society 5.0
	1 Introduction
	2 Key Areas Needing Change
	3 Addressing These Challenges
		3.1 Business Resiliency
		3.2 Food Supply Chain
		3.3 Digital Payments
	4 Conclusions
	References
Artificial Intelligence and Tomorrow’s Education
	1 Introduction
	2 Applications of AI in Education
		2.1 The Automation of Administrative Tasks
		2.2 Collection and Analysis of Information to Create Smart Content
		2.3 The Implementation of Virtual Assistants in the Teaching-Learning Process
		2.4 The Potential Delivery of Lectures by Humanoid Robots with AI
	3 Conclusions
	References
Towards Chinese Terminology Application of TERMONLINE
	1 Introduction
	2 The Establishment of TERMONLINE
	3 The Advancement of TERMONLINE
	4 The Service Functions of TERMONLINE
	5 A Case-Based Term Query and Retrieval
	6 Conclusion
	References
AsiRo-μ: A Multi-purpose Robotic Assistant for Educational Inclusion of Children with Multiple Disabilities
	1 Introduction
	2 Related Work
	3 Proposed Method
		3.1 Robotic Assistant
		3.2 Gesture Recognition System
		3.3 Systems Integration
	4 Pilot Experiment and Preliminary Results
	5 Conclusions
	References
Intelligent Agent Proposal in a Building Electricity Monitoring System for Anomalies’ Detection Using Reinforcement Learning
	1 Introduction
	2 Anomalies Detection in Building Electricity Consumption
	3 Proposal
	4 Conclusions
	References
Voltammetric Electronic Tongues Applied to Classify Sucrose Samples Through Multivariate Analysis
	1 Introduction
	2 Methodology
		2.1 Data Acquisition
		2.2 Classifier Design
	3 Results
		3.1 Training
		3.2 Validation
	4 Conclusions
	References
Proposal for a Platform Based on Artificial Vision for the Identification and Classification of Ceramic Tiles
	1 Introduction
	2 Bibliographic Review
	3 Proposal
	4 Conclusions
	References
Tourism Recommender System Based on Natural Language Classifier
	1 Introduction
	2 Method
	3 Architecture Proposal
	4 Evaluation
		4.1 Evaluation Using Google Analytics
		4.2 Evaluation by Survey
	5 Conclusions
	References
Real-Time Emotion Recognition for EEG Signals Recollected from Online Poker Game Participants
	1 Introduction
	2 Related work
	3 Methodology and Materials
		3.1 EEG Data Collection
		3.2 Training Data, Test Data, and Feature Extraction
	4 Results
	5 Conclusions
	References
Knowledge Discovery About Cancer Based on Fuzzy Predicates
	1 Introduction
	2 Materials and Methods
		2.1 Materials
		2.2 Methods
	3 Results
		3.1 Analysis of Relationship Between Variables
		3.2 Correlation Monoplot
		3.3 Similarities Between Observations
	4 Discussions
	5 Conclusion
	References
Teaching Brooks Law Based on Fuzzy Cognitive Maps and Chatbots
	1 Introduction
	2 Materials and Methods
		2.1 Materials
		2.2 Methods
		2.3 Results
	3 Discussion
	4 Conclusion
	References
Algorithm for the Signal Validation in the Emergency Situation Using Unsupervised Learning Methods
	1 Introduction
	2 Review of Previous Studies and VAE and LSTM
		2.1 Review of Data-Driven Approaches for Signal Validation
		2.2 Methods
	3 Development of Signal Validation Algorithm
		3.1 Signal Detection Algorithm
		3.2 Optimization
	4 Result of Validation for Signal Validation Algorithm
	5 Conclusion
	References
AI Evolution Trend Analysis Based on Semantic Network Analysis
	1 Introduction
		1.1 Discussion on News Frames
		1.2 Discussion on Semantic Network Analysis and Centrality Research
	2 Research Questions and Methods
		2.1 Research Issues
		2.2 Method
	3 Results
		3.1 Keyword Comparison Analysis by Report Period
		3.2 Analysis of Semantic Network and Centrality
	4 Conclusion
	References
Decision Support System and Human Factors
Agile Circular Design
	1 Introduction
	2 Objective
	3 Process and Collaboration Models
		3.1 Circular Design Approaches
		3.2 Agile Workflow
	4 Agile Circular Design
		4.1 Circular Economy Requirements
		4.2 Circularity Measurement
		4.3 Automation Management
		4.4 Integrated ACD Process Model
	5 Further Research
	References
Object Detection Using Artificial Intelligence: Predicting Traffic Congestion to Improve Emergency Response to Mass Casualty Incidents
	1 Introduction
	2 Methodology
		2.1 Data
		2.2 Vehicle Detection
		2.3 Traffic Parameters and Congestion Classification
		2.4 Traffic Status
	3 Analysis
	4 Conclusions and Future Work
	References
Modelling Key Performance Indicators for Improved Performance Assessment in Persistent Maritime Surveillance Projects
	1 Introduction
	2 Related Work
	3 Performance Assessment Model
	4 Results and Discussion
	5 Conclusions
	References
Compositional Sonification of Cybersecurity Data in a Baroque Style
	1 Introduction
	2 Review of Sonification Methods
	3 “Baroque Style” Manual Sonification from Algorithms
	4 Sonification with a Music Sequencer in Baroque Style
	5 Performing Sonification on Classical Instruments
	6 Comparison of Different Methods
	7 Conclusions
	References
Demand Forecasting Using Ensemble Learning for Effective Scheduling of Logistic Orders
	1 Introduction
	2 Real-World Use Case on Demand Forecasting for Logistic Orders
		2.1 Advanced Feature Engineering and Unsupervised Time Series Clustering
		2.2 Long-Term Demand Forecasting on Group Level
		2.3 Short-Term Demand Forecasting on Product Level
	3 Results and Discussion
	4 Conclusion
	References
A Test Method of Inverter Performance Parameters Based on Virtual Instrument
	1 Introduction
	2 Research Scheme
	3 The Hardware Design
	4 The Software Design
		4.1 The Login Modules
		4.2 Main Menu Module
		4.3 Three-Phase Unbalance Measurement
		4.4 Voltage and Voltage Deviation Measurement
		4.5 Frequency and Frequency Deviation Measurement
		4.6 Harmonic Measurement
		4.7 Data Store View Subroutine
	5 Program Debugging
		5.1 Debugging Results of Three-Phase Unbalance Calculation Module
		5.2 Harmonic Analysis Subroutine Debugging Results
	6 Conclusion
	References
New Findings on the Calculation of the Catenary
	1 Foreword and Summary of Known Findings
		1.1 Catenary and Rope Line
		1.2 The Chain in a Homogeneous Gravity Field - and in Weightlessness
	2 Chain Mathematics (State of the Art)
		2.1 Chain Shape and Scaling
		2.2 The Scaling Factor “a”
	3 Mathematics: Asymmetrical Suspension and Tangent Angle
		3.1 Scaling Factor: Any Measuring Point Positions
		3.2 Asymmetrical Chain Pitch and Tangent Angle
		3.3 General Valid Method to Determine the Scaling Factor and Chain’s Length
	4 Summary
	References
Design and Creation of Educational Video Games Using Assistive Software Instruments
	1 Introduction
	2 Background Works
		2.1 Software Instruments for Game Creation in the APOGEE Platform
		2.2 Content Management Systems
	3 The Workflow of Design and Creation of Educational Video Games Using Assistive Software Instruments
	4 Online System for the Management of Learning and Gaming Content
	5 Practical Platform Validation Through Creation of an Educational Video Game
	6 Conclusion
	References
Study and Implementation of Cross-Platform Real-Time Message Middleware in ATC Systems
	1 Introduction
	2 The Structure of Middleware
	3 The Implementation of Middleware
		3.1 Data Structure
		3.2 Models of Transmission
		3.3 MQM
		3.4 CDCS State Management
		3.5 Data Compression and Encryption
	4 Application Experiment
	5 Conclusion and Prospect
	References
Building an Educational Product: Constructive Alignment and Requirements Engineering
	1 Introduction
	2 Related Work
		2.1 Engineering Concepts
		2.2 Educational Concepts
		2.3 Previous Research on Requirements in Educational Software
	3 Methodology
		3.1 Combining Requirements Engineering and Constructive Alignment
		3.2 Step-By-Step Description of the Approach Used in the Case Study Project
	4 Results and Discussion
		4.1 The Student Profile and User Persona
		4.2 Intended Learning Outcomes (ILOs)
		4.3 Product’s Functionality, Learning Activities and Content
		4.4 Evaluation and Assessment
	5 Conclusion
	References
Analysis of the Application of Steganography Applied in the Field of Cybersecurity
	1 Introduction
	2 Related Projects: A Brief Review
	3 Design of an Algorithm to Hide Information in a Digital Image Using the LSB Technique by Fortran
		3.1 Design of an Algorithm for Information Concealment in a PGM Image
	4 Conclusions
	References
Multiple LDPC Code Combined with OVCDM to Improve Signal Coding Efficiency and Signal Transmission Effects
	1 Introduction
	2 Multiple LDPC Coding and Decoding System
		2.1 Features of LDPC
		2.2 Encoding and Decoding Characteristics of Multiple LDPC Codes
	3 Overlapped Code Division Multiplexing System
		3.1 OVCDM Systems
		3.2 Operating Principle of OVCDM
	4 Research on Improvement of WSN Data Coding and Decoding by Using Multiple LDPC and OVCDM System
	5 The Conclusion
	References
An Intelligent Systems Development for Multi COVID-19 Related Symptoms Detection: A Framework
	1 Introduction
	2 Background
	3 Methodology
	4 Design
		4.1 Fever Detection Subsystem
		4.2 Dry Cough Detection Subsystem
		4.3 Shortness of Breath Detection Subsystem
		4.4 Symptoms Integration Subsystem
	5 Preliminary Results
	6 Conclusion
	References
Analysis of Influencing Factors of Depth Perception
	1 Introduction
	2 Method
	3 Results
		3.1 Deep Perception and Gender Factors
		3.2 Depth Perception and Hobby (Sports) Factors
		3.3 Depth Perception and Binocular Factors
		3.4 Depth Perception and Interaction Factors
	4 Conclusion
Software Instruments for Analysis and Visualization of Game-Based Learning Data
	1 Introduction
	2 Background Works
	3 Online System for Learning and Gaming Analytics of Data About Playing Enriched Educational Maze Games
		3.1 Software Architecture
		3.2 The Organization of Its Data Model
		3.3 Organization of the System User Interface
	4 Conclusion
	References
Work Accident Investigation Software According to the Legal Requirements for Ecuadorian Companies
	1 Introduction
	2 Materials and Methods
	3 Results
		3.1 System Architecture and Functionalities
		3.2 Opening a New Case
		3.3 Safety Inspection and Witnesses Interview
		3.4 Root Cause Analysis and Investigation Report
	4 Conclusions
	References
Systemic Analysis of the Territorial and Urban Planning of Guayaquil
	1 Introduction
	2 Systemic Analysis of the Planning of Guayaquil
		2.1 Rural Territory
		2.2 Endogenous Resources
	3 Conclusions
	References
Spatial Model of Community Health Huts Based on the Behavior Logic of the Elderly
	1 Introduction
	2 Analysis of User Behaviors
		2.1 User Requirements Analysis
		2.2 Building Task Flow
	3 Spatial Design Model of Health Hut
		3.1 Environmental Psychology and Scene Theory
		3.2 Design Model of the Health Hut
	4 Facility Layout of the Health Hut
	5 Man-Machine Engineering Simulation by Jack Software
		5.1 Establishment of Virtual Person and Device Model
		5.2 Task Flow and Simulation Evaluation
	6 Conclusion
	References
Analysis of the Proposal for the SOLCA Portoviejo Hospital Data Network Based on QoS Parameters
	1 Introduction
	2 Related Works
	3 Metodology
	4 Analysis of the Current Situation
	5 Proposals for Improvements
	6 Simulation and Validation of Results
	7 Conclusions
	References
Design and Optimization of Information Architecture of NGC Cloud Platform
	1 Introduction
	2 Research Methods
		2.1 Cloud Platform Function Points Combing
		2.2 Invite Participant
	3 Research Results and Analysis
		3.1 Cards Correlation Matrix
		3.2 Cards Correlation Matrix
		3.3 Information Architecture Dendrogram
		3.4 The Results of Analysis
	4 Conclusions
	References
Design of Self Rescue Equipment for High Rise Building Fire Based on Integrated Innovation Theory
	1 Introduction
	2 Investigation and Analysis of High Rise Building Fire Self Rescue Products
		2.1 Analysis of Advantages and Disadvantages of Fire Self Rescue Products
		2.2 Characteristic Requirements of Fire Self Rescue Products
	3 Demand Analysis of Victims in Fire
	4 Analysis of Design Principles of Fire Self Rescue Products
	5 Design Process of Self Rescue Products for High Rise Buildings
		5.1 User Demand Survey
		5.2 Design Concept
		5.3 Concept Generation and Sketch Divergence
		5.4 Design Presentation
		5.5 Product Size
	6 Conclusion
	References
Adoption, Implementation Information and Communication Technology Platform Application in the Built Environment Professional Practice
	1 Introduction
	2 Research Design and the Study Population
	3 Research Design and the Study Population
	4 Data Collection Instrument, Data Presentation and Discussion
	5 Recommendations
	References
The Influence of E-commerce Web Page Format on Information Area Under Attention Mechanism
	1 Introduction
	2 Background
		2.1 Web Page Format Design
		2.2 Visual Attention Theory
		2.3 Eye Movement Measurement Methods
	3 Research Method
		3.1 Experimental Design
		3.2 Materials
		3.3 Apparatus and Participants
		3.4 Data Measurement and AOI Definitions
	4 Results
		4.1 Heat Map
		4.2 AOI Data Analysis
	5 Discussion and Conclusion
		5.1 Browse Path
		5.2 Attention
	References
Usage of Cloud Storage for Data Management in the Built Environment
	1 Introduction
	2 Data Management in the Construction Industry
		2.1 Cloud Storage
	3 Lessons Learnt
	4 Conclusion and Recommendation
	References
Digital Model for Monitoring SME Architecture Design Projects
	1 Introduction
	2 State of Art
		2.1 Innovation
		2.2 Monitoring and Evaluation
	3 Proposal
	4 Validacion
		4.1 Understanding the Need
		4.2 Objectives of the Project
		4.3 Digital Prototype Model for Monitoring
	5 Conclusions
	References
Charging and Changing Service Design of New Energy Vehicles Under the Concept of Sustainable development—A Case Study of NIO
	1 NIO Power
	2 Sustainable Theory and 3R Principle
	3 Charging and Changing Service Design
		3.1 Stakeholders
		3.2 Service Pain Points
		3.3 Service Situation
		3.4 Service Blueprint
	4 Service Design Strategies for Sustainable Development
		4.1 User-Centric
		4.2 Full-Service Process Tracking
		4.3 Setting up a Service Loop
	5 Conclusion
	References
Human Factors in Energy
What Niche Design Can Learn from Acceptance Mining
	1 Introduction
	2 Theoretical Background
		2.1 Niche Design and Development
		2.2 Technology Acceptance Research
		2.3 Niche Development Using Technology Acceptance Approaches
	3 Acceptance-Mining Approach
	4 Results
		4.1 Technology-Related Aspects and Technology Evaluation
		4.2 Niche-Related Aspects and Evaluations
		4.3 Requirements for Niche Development
	5 Discussion
	6 Conclusion
	References
When Dullscreen is Too Dull
	1 Introduction
	2 System Overviews
	3 Operator Study on System Overviews (OSSO)
	4 OSSO Findings
	5 Discussion
	References
Examining the Use of the Technology Acceptance Model for Adoption of Advanced Digital Technologies in Nuclear Power Plants
	1 Introduction
	2 Common Barriers to NPP Modernization
		2.1 Perceived Value and ROI of Digital Technology
		2.2 Perceived Risk: Licensing, Regulatory, and Cybersecurity
	3 Addressing Attitudinal Factors for Technology Adoption
	4 Using TAM as a Framework for Technology Acceptance
		4.1 Introduction to the Technology Acceptance Model
		4.2 Applications and Extensions of the TAM
	5 Applying TAM to Technology Acceptance in NPPs
	6 Final Remarks and Future Directions
	References
Developments in the Application of Nano Materials for Photovoltaic Solar Cell Design, Based on Industry 4.0 Integration Scheme
	1 Introduction
	2 Overview of Nanomaterial for Solar Cells
	3 Latest Research and Development
		3.1 Photoelectric Effect and the P-N Junction
	4 Deposition Methods
		4.1 Spin Coating
		4.2 Dip Coating
		4.3 Spray Pyrolysis
		4.4 Chemical Vapour Deposition (CVD)
		4.5 Other Deposition Methods
	5 Modelling and Simulation
		5.1 Description of the Model
		5.2 Modeling Under the Matlab/Simulink/SCAPS
		5.3 Simulation
	6 Conclusion
	References
Autonomous Emergency Operation of Nuclear Power Plant Using Deep Reinforcement Learning
	1 Introduction
	2 Emergency Operation Analysis
		2.1 Emergency Operation Analysis Based on FRP
		2.2 Work Domain Analysis by Using Abstraction Decomposition Space
	3 Development of an Algorithm for Emergency Operation
	4 Training and Experiment
		4.1 Training Environment
		4.2 Training and Stability
		4.3 Experiment Results
	5 Conclusion
	References
Author Index