Advances in Artificial Intelligence, Software and Systems Engineering

Name: Advances in Artificial Intelligence, Software and Systems Engineering | Proceedings of the AHFE 2019 International Conference on Human Factors in Artificial Intelligence and Social Computing, the AHFE International Conference on Human Factors, Software, Service and Systems Engineering, and the AHFE International Conference of Human Factors in Energy, July 24-28, 2019, Washington D.C., USA
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Proceedings of the AHFE 2019 International Conference on Human Factors in Artificial Intelligence and Social Computing, the AHFE International Conference on Human Factors, Software, Service and Systems Engineering, and the AHFE International Conference of Human Factors in Energy, July 24-28, 2019, Washington D.C., USA

Tareq Ahram(Herausgeber*in)

Springer (Verlag)

1. Auflage

Erschienen am 10. Juni 2019

XVI, 669 Seiten

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978-3-030-20454-9 (ISBN)

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Intro
Advances in Human Factors and Ergonomics 2019
Preface
Software, and Systems Engineering/Artificial Intelligence and Social Computing
Human Factors in Energy
Contents
Artificial Intelligence and Social Computing
Using Information Processing Strategies to Predict Message Level Contagion in Social Media
Abstract
1 Motivation
1.1 Assessing Message Level Influence Using Depth of Processing
2 Data Collection
2.1 Obtaining the Dataset
2.2 Finite Options for How People Can Interact with Tweets
2.3 Data Sample
3 Method
4 Evaluation and Results
4.1 Correlation with User-Level Influence
4.2 Correlation with Emotions
5 Discussion
6 Conclusions and Future Work
Acknowledgements
References
EmoVis - An Interactive Visualization Tool to Track Emotional Trends During Crisis Events
Abstract
1 Motivation
2 Related Work
2.1 Emotion Analysis from Social Media Text
2.2 Visualization Tools for Analysis of Timeline Data
3 Method
3.1 Data Collection
3.2 Automated Analysis of Emotion
3.3 Tool Implementation and Design
4 EmoVis - Emotional Trends Visualization Tool
5 Discussion
6 Conclusion and Future Work
Acknowledgements
References
Social Convos: A New Approach to Modeling Information Diffusion in Social Media
Abstract
1 Introduction
2 Motivation
3 Related Work
4 Simulating Future Behavior
4.1 Types of Events
4.2 Features
4.3 Clustering
4.4 Training Set for Machine Learning
5 Predicting Collective Behavior
5.1 Discovered Behavioral Trends
5.2 Evaluation and Results
6 Future Work
7 Conclusion
Acknowledgments
References
Manipulated Information Dissemination and Risk-Adjusted Momentum Return in the Chinese Stock Market
Abstract
1 Introduction
2 Empirical Setup and Data
2.1 Excess Media Coverage Computations
2.2 Raw Momentum Return Computations
2.3 Capital Asset Pricing Model
2.4 Three-Factor Model
2.5 Four-Factor Model
2.6 Momentum Portfolios with Various Classifications
2.7 Data Descriptions
3 Empirical Findings
3.1 Risk-Adjusted Momentum Returns
3.2 Factor Sensitiveness of Factor Models
4 Conclusions
References
Actionable Pattern Discovery for Tweet Emotions
Abstract
1 Introduction
2 Related Work
2.1 Emotion Classification from Text
2.2 Actionable Pattern Mining
3 Methodology
3.1 Data Collection
3.2 Pre-processing
3.3 Emotion Labeling
3.4 Additional Pre-processing
3.5 Emotion Classification
3.6 Actionable Pattern Mining
3.7 Spark Scalability for Big Data
4 Experiments and Results
4.1 Classification - Support Vector Machine
4.2 Action Rules
5 Conclusion
References
Fourth Industrial Revolution: An Impact on Health Care Industry
Abstract
1 Introduction
2 Previous Study
3 Fourth Industrial Revolution
4 Informatics Research in Health Care
4.1 Revolution in HealthCare
4.2 Drones in HealthCare
4.3 Artificial Neural Networks in HealthCare
4.4 Security in Healthcare
5 Results and Discussion
5.1 Image Classification
5.2 Upsampling Through Deconvolution
5.3 Blending the Output
6 Fourth Industrial Revolution Prominence
7 Conclusion
Conflicts of Interest
References
Human-AI Collaboration Development: Interim Communication Rivalry of Generation
Abstract
1 Introduction
2 AI on the Rise
3 Specificities of Two Generations
3.1 Generation X
3.2 Generation Y
4 Research Outline
4.1 Research Goal and Hypotheses
4.2 Research Methods and Processes
4.3 Respondents
5 Research Results
6 Conclusions and Discussion
References
Detection of Cutaneous Tumors in Dogs Using Deep Learning Techniques
Abstract
1 Introduction
2 Theoretical Background
2.1 Artificial Neural Networks
2.2 Convolutional Neural Networks
3 Materials and Methods
3.1 Dataset Collection
3.2 Image Classification
4 Results and Discussion
4.1 Preliminary Results
4.2 Program Code
4.3 Proposed Approach
5 Conclusions
Acknowledgements [1]
References
Future Research Method of Landscape Design Based on Big Data
Abstract
1 Introduction
2 Traditional Research Method
3 Method Generation
4 Interpretation
4.1 Step 1: Analyze the Data to Get the User Flow Volume and User Space Distribution Density Around the Site and in the Site
4.2 Step 2: Study the Behaviors of the Users Arriving at the Site, and Classify the Target Users According to Different Behaviors
4.3 Step 3: According to the Classification of Each Group, the User's Preference for the Site Can Be Studied. Then the Space Combination Can Be Carried Out According to the User's Different Preference
4.4 Conclusion
5 Discussion
References
Multicriteria Analysis in the Proposed Environmental Management Regulations for Construction in Aurora, Guayas, Ecuador
Abstract
1 Introduction
2 Matherials and Methods
3 Methodology
4 Results
4.1 A New Model of Environmental Management
4.2 Materials Analysis
5 Discussion and Recomendations
6 Conclusions
Acknowledgments
References
Random Samplings Using Metropolis Hastings Algorithm
Abstract
1 Introduction
2 MHRW Algorithm
3 Concepts and Basic Notions
4 Discussion
5 Conclusions
References
The Research on Automatic Acquirement of the Domain Terms
Abstract
1 Introduction
2 Related Works
3 Key of the Technique of Automatic Acquirement of TCM Clinical Symptom Terms
3.1 Framework
3.2 The Rules Analysis of Term Composition Based on Pattern Learning
3.3 Terms Acquirement Based on Pattern Recognize and Statistics
4 Results and Analysis
5 Conclusion and Perspective
Acknowledgments
References
Behavioral Analysis of Human-Machine Interaction in the Context of Demand Planning Decisions
Abstract
1 Introduction
2 Literature Review
2.1 Demand Forecasting
2.2 Human-Machine Interaction
2.3 Decision Making
3 Methodology
3.1 Demand Planning at the Case Company
3.2 Behavior Experiment
4 Results
5 Conclusion
References
Deep-Learned Artificial Intelligence and System-Informational Culture Ergonomics
Abstract
1 Introduction
1.1 System-Informational Culture
1.2 Scope of Life as Ergonomics Entelechies in SIC
1.3 Cognitive Ontological Base and Problem of Knowledge Understanding
1.4 Consciousness Double Helix
2 Coordinatization and Measuring Universality
2.1 On Risks Estimation
2.2 Metrical Measurements
3 Continuity Universality
4 Conclusions
References
Association Matrix Method and Its Applications in Mining DNA Sequences
Abstract
1 Introduction
2 Association Matrix for DNA Sequences
3 Mining Key Segments from DNA Sequences
4 Experiments
5 Conclusions
Acknowledgements
References
Deep Learning-Based Real-Time Failure Detection of Storage Devices
Abstract
1 Introduction
2 Related Works
2.1 Predictive Maintenance
2.2 Machine Learning
2.3 Recurrent Neural Networks
3 Research Methodology
3.1 Research Architecture
3.2 ECL Module
3.3 DL Module
3.4 PHM Module
4 Conclusion and Future Works
References
Identifying Touristic Interest Using Big Data Techniques
Abstract
1 Introduction
2 Literature Review
3 Method
3.1 Architecture
3.2 Methodology
3.3 Data Structuration
3.4 Data Collection
3.5 Sentiment Detection
3.6 Sentiments Classification
4 Results
4.1 Scenarios
5 Conclusions
References
The Development of the Theory of Quality Assessment of the Information, Taking into Account Its Structural Component
Abstract
1 Introduction
2 Studying a Degenerated Structure
3 Studying the Process of Structuring
4 Results and Discussion
Acknowledgments
References
A Meta-Language Approach for Machine Learning
Abstract
1 Introduction
2 Related Work
3 GQM as a Meta-Language for Machine Learning
3.1 Meta-Language
3.2 Domain-Knowledge Sharing Tool
3.3 Feature Selection
3.4 Network of Machine Learning Agents
3.5 End-User Development
4 Conclusion
References
Cascading Convolutional Neural Network for Steel Surface Defect Detection
Abstract
1 Introduction
2 Architecture Overview
2.1 Structure of SSD
2.2 Introduction of SENet and ResNet
3 System Requirements
3.1 Hardware and Software
3.2 Data Annotation
4 Experimental Results
4.1 Initial Test
4.2 Final Test
5 Conclusions
Acknowledgement
References
Machine Self-confidence in Autonomous Systems via Meta-analysis of Decision Processes
Abstract
1 Introduction
2 Background and Preliminaries
3 Solver Quality Definition and Calculation
4 Autonomous Donut Delivery Dispatch Experiment
5 Conclusions
References
Research on Accuracy of Flower Recognition Application Based on Convolutional Neural Network
Abstract
1 Introduction
2 Materials and Methods
3 Results and Discussion
3.1 Reliability and Validity
3.2 Nonparametric Tests
3.3 Plant Category Test
3.4 Internal Inspection of Flower Application
4 Conclusion
Acknowledgments
References
Mapping Digital Media Content
Abstract
1 Introduction
2 Research Approach and Methodology
3 Findings
4 Conclusions
References
Social Media Competition for User Satisfaction: A Niche Analysis of Facebook, Instagram, YouTube, Pinterest, and Twitter
Abstract
1 Introduction
2 Theories Background
2.1 Social Media Usage and Features
2.2 Applying the Niche Theory in the Usage Status of Social Media
2.3 Niche Breadth, Niche Overlap and Competitive Superiority
3 Research Problems and Methods
3.1 Research Problems
3.2 Method
4 Result
4.1 Niche Breadth Analysis
4.2 Niche Overlap Analysis
4.3 Competitive Superiority Analysis
5 Conclusion
References
The Diffusion of News Applying Sentiment Analysis and Impact on Human Behavior Through Social Media
Abstract
1 Introduction
2 Systematic Mapping
2.1 Process for a Systematic Mapping
2.2 Planning for Mapping: In This Phase, You Should Do
2.3 Mapping: The Stages Associated with the Mapping Are
3 Results
3.1 Phase 1: Planning for Mapping
3.2 Phase 2: Mapping
3.3 Phase 3: Mapping Reports
3.4 Conclusions and Discussions of Results
References
Ensemble-Based Machine Learning Algorithms for Classifying Breast Tissue Based on Electrical Impedance Spectroscopy
Abstract
1 Introduction
2 Methods
3 Results
4 Discussion
5 Conclusion
References
Cognitive Solutions in the Enterprise: A Case Study of UX Benefits and Challenges
Abstract
1 Introduction
2 Case Studies
2.1 Chatbots
2.2 Too Many Chatbots
2.3 What Can I Ask This Chatbot?
2.4 Competing Solutions: Search or Chatbot
2.5 Do Not Waste the User's Time
2.6 Sales and Customer Support Tool
2.7 Call Prioritization
2.8 Sales Team Performance Analysis
3 Overall Recommendations
References
Academic Quality Management System Audit Using Artificial Intelligence Techniques
Abstract
1 Introduction
2 Review
2.1 Quality Management Systems (QMS)
2.2 Artificial Intelligence Techniques
3 Methodology
3.1 Text Mining Process
3.2 Artificial Neural Networks Process
4 Results
5 Conclusions
References
Axonal Delay Controller for Spiking Neural Networks Based on FPGA
Abstract
1 Introduction
1.1 Neural Processor Architecture Overview
2 Materials and Methods
2.1 Axonal Delay Controller
3 Proof of Concept
3.1 Topology
3.2 Neural Algorithm
3.3 Results and Discussion
4 Conclusions and Future Work
Acknowledgments
References
Ubiquitous Fitting: Ontology-Based Dynamic Exercise Program Generation
Abstract
1 Introduction
2 Related Works
2.1 Ontology-Based Systems
2.2 Healthcare Systems
2.3 Personalized Physical Fitness
2.4 Ontology and HL7 Standard
3 Methodology
3.1 System Architecture
3.2 Ontological Knowledge Base
3.3 Inference Module
3.4 RESTful Web Service
3.5 Wearable Device
4 Implementation and Usage Scenarios
4.1 Knowledge Engine Development
4.2 Demonstration of Scenarios
5 Conclusion and Future Works
References
Innovation and Artificial Intelligence
Abstract
1 Introduction
2 Digital Art
2.1 Techniques of Digital Art
3 Cognitive Shifting and Intelligence on Creativity
4 Conclusion
Acknowledgments
References
Software, Service and Systems Engineering
Service Model Based on Information Technology Outsourcing for the Reduction of Unfulfilled Orders in an SME of the Peruvian IT Sector
Abstract
1 Introduction
2 State of the Art
2.1 Process Management
2.2 5S Technique
2.3 Knowledge Management
2.4 Change Management
3 Contribution
3.1 Rationale
3.2 Proposed Model
3.3 Components of the Proposed Model
3.3.1 Knowledge Management
3.3.2 Change Management
3.3.3 5S Technique
3.3.4 Process Management
3.4 Model Implementation Process
3.5 General Indicators
4 Validation
4.1 Case Study
4.2 Current Diagnosis
4.3 Application of the Proposed Model (Simulation)
5 Conclusions
References
A Back-End Method Realizing the Ergonomic Advantage of Modularized Battery Systems: ICT Equipment, Electric Vehicles and Beyond
Abstract
1 Introduction
2 A Battery Capacity Estimation Method
3 Discussion
References
Conceptualizing a Sharing Economy Service Through an Information Design Approach
Abstract
1 Introduction
2 Visual Thinking and Planning
3 The Experiment
4 Results and Analysis
5 Conclusion
Acknowledgments
References
Community Slow Transportation Service System Based on Driverless Vehicle
Abstract
1 Introduction
2 The Redefinition of Community Slow Transportation Service
2.1 Three Main Design Types of Slow Transportation Service
2.2 Demand Exploration Based on the Three Design Types
3 Determining Service Content and Service Optimization Tool
3.1 Four Primary Slow Transportation Demands
3.2 Slow Transportation Service Optimization Tool
4 Community Slow Transportation Service Design Architecture
5 Several Typical Community Slow Transportation Services
References
Online Service Quality Measurement Utilizing Psychophysiological Responses
Abstract
1 Introduction
2 Method
3 Result and Discussion
3.1 Data Analysis
3.2 Further Implication of Our Method
4 Conclusion
Acknowledgments
References
Cubo: Communication System for Children with Autism Spectrum Disorders
Abstract
1 For Whom? The Context of Research
2 The Parallelism Between Alternative and Augmentative Communication and Universal Languages
3 An Alphabet for All - A Visual and Universal Language
3.1 A New Alphabet/Code
4 Research Methodology - Applied Methods and the Following Phases of the Design Process
5 Results and Discussion - Cubo System
Acknowledgements
References
Improve Your Task Analysis! Efficiency, Quality and Effectiveness Increase in Task Analysis Using a Software Tool
Abstract
1 Introduction
2 Current Issues
3 New Software Support
4 Efficiency, Quality and Effectiveness Criteria
5 Method
6 Results
7 Discussion and Interpretation
8 Conclusion
Acknowledgement
References
Applying the Ecological Interface Design Framework to a Proactively Controlled Network Routing System
Abstract
1 Introduction
1.1 A Proactively Controlled Signal Routing System
1.2 The Time Tunnel Format
2 Method
2.1 Framing the System for Work Domain Analysis: Defining the Boundaries of the Analysis
2.2 Defining the Nature of the Constraints
2.3 Structuring Data Collected Along the Work Domain Model
2.4 The Work Domain Model
2.5 Top Levels of the WDM: Goals, Values and Priorities of the System
2.6 Middle Level: Proactive Work Function of Route Management
2.7 Lower Levels: Technical Information
2.8 Decision Ladder Analysis
2.9 Semantic Mapping of a Time Tunnel Visualization to a Novel BBC Broadcast Control Interface Demonstrator
3 Discussion
References
An Instrumented Software Framework for the Rapid Development of Experimental User Interfaces
Abstract
1 Introduction
2 The TFS Application User Interface (UI)
3 System Architecture
3.1 Application Programming Interface
3.2 User Monitoring and Attention Management
3.3 Event Logging and Playback
4 Summary and Conclusion
References
Using Virtual Reality and Motion Capture as Tools for Human Factors Engineering at NASA Marshall Space Flight Center
Abstract
1 Introduction
2 Current Processes
3 Physical Mockup vs VR Environment
4 VR for Deep Space Habitats
5 VR HFE Analyses for SLS
6 Conclusions
References
Towards a Coherent Assessment of Situational Awareness to Support System Design in the Maritime Context
Abstract
1 Introduction
2 The Technology Driven Perspective
3 The Human Factors Perspective
3.1 Measures of the State of Knowledge
4 Maritime Surveillance Systems T&E for Situational Awareness
4.1 Assessing Maritime Surveillance Systems for SAW
4.2 SAW KPIs and Metrics for Maritime Surveillance System
5 Conclusions
Acknowledgments
References
An IT Project Management Methodology Generator Based on an Agile Project Management Process Framework
Abstract
1 Introduction
2 The Process Adjustability Concern
3 VR the Adjustable Unified Project Management Framework (AUPMF)
4 The AUPMF Dimensions Synergy
5 The AUPMF Process Matrix
6 Reading the AUPMF Matrix
7 Benefits from Using the AUPMF
8 Risks from Using the UPMF
9 Results
References
Analysis on Visual Information Structure in Intelligent Control System Based on Order Degree and Information Characterization
Abstract
1 Introduction
2 The Model of Order Degree Algorithm in Intelligent Control System
2.1 MES Production Line Control System of an Enterprise
2.2 Information Characterization Method
2.3 The Model of Order Degree Algorithm
3 Calculation of Order Degree Algorithm Model in Intelligent Control System
4 Conclusions
Acknowledgement
References
An Analysis of Mobile Questionnaire Layouts
Abstract
1 Introduction
2 Related Work
3 Questionnaire Layouts
3.1 Layout 1: Groups of Questions
3.2 Layout 2: Manual Forwarding
3.3 Layout 3: Automatic Forwarding
4 Research Questions and Methods
4.1 Procedure
4.2 Sample
4.3 Hypotheses
5 Results
5.1 Missing Values
5.2 Dropouts
5.3 Response Behavior
5.4 Completion Time
6 Conclusion
References
Human Interaction with the Output of Information Extraction Systems
Abstract
1 Introduction
2 Experiment 1 - Testing an Existing IE Pipeline
2.1 Participants
2.2 Materials and Equipment
2.3 Procedure
2.4 Results
2.5 Discussion
3 Experiment 2 - Testing an Ideal IE Pipeline
3.1 Participants
3.2 Materials and Equipment
3.3 Procedure
3.4 Results
3.5 Discussion
Acknowledgments
References
Antenna Technology in Wireless Biometric Systems
Abstract
1 Introduction
2 Overview of the Measured Biomedical Quantities of a Human
2.1 Electrocardiography (ECG)
2.2 Electroencephalography (EEG)
2.3 Electromyography (EMG)
2.4 Electroneurography (ENG)
2.5 Temperature Measurement
2.6 Blood Pressure Measurement
3 An Overview of the Frequencies and Antennas Used in Wireless Biometric Systems
3.1 Wearable Antennas
3.2 Microstrip Antennas
3.3 Textile Antennas
3.4 Woodpile Antennas
3.5 Reconfigurable Antennas
4 The Concept of a Biometric System for Measuring Human Life Parameters
4.1 Measuring Equipment
4.2 Central Device
5 Antenna Design
6 Conclusions
References
Parametric Study of Pin-Fins Microchannel Heat Exchanger
Abstract
1 Introduction
2 Mathematical Modeling
2.1 Counterflow Microchannels
3 Setup
4 Data Collection
5 Results and Discussion
6 Conclusions
Acknowledgments
References
Evaluation of the Saudi Construction Industry for Adoption of Building Information Modelling
Abstract
1 Introduction
1.1 BIM Adoption
1.2 Barriers to Implementing BIM in Saudi Arabia
1.3 CSFs of BIM Implementation
2 Methodology
3 Results and Analysis
3.1 Process Factors
3.2 Policies and Regulations Factors
3.3 Infrastructure Factor
3.4 Critical Success Factors
4 Conclusion
5 Discussion
References
An Experimental Trial of a Novel Ticketing System Using Biometrics
Abstract
1 Introduction
2 System Overview
3 Advantages and Disadvantages of the Proposed System
4 Evaluation
5 Related Work
6 Conclusions and Future Work
References
The Role of Change Readiness in Determining Existing Relationship Between TQM Practices and Employee Performance
Abstract
1 Introduction
2 Review of the Literature
2.1 The Connection Amid TQM Practices as Well as Employee Performance
2.2 Correlation Amid Individual Change Readiness as Well as TQM Practices
2.3 Correlation Between Employee Performance as Well as Individual Change Readiness
3 Methodology
4 Results and Findings
4.1 Descriptive Analysis
4.2 Factor Analysis
4.3 Reliability and Validity
4.4 Result of the Inferential Analysis
5 Discussion
6 Conclusion
References
Modeling Decision-Making with Intelligent Agents to Aid Rural Commuters in Developing Nations
Abstract
1 Introduction
2 Field Study: Inefficiencies in Commuting in Rural Areas
3 Literature Review
3.1 Overview of Agent-Oriented Software Engineering Research
3.2 Overview of Multi-criteria Decision Making Literature
4 AopifyJS: Our Agent-Based Tool
5 Results
6 Discussion and Further Research
References
Self-similarity Based Multi-layer DEM Image Up-Sampling
Abstract
1 Introduction
2 Related Work
3 Methodology
3.1 Optimization of Window Matching
3.2 Replacement of Window
3.3 Small Scale Expansion Factor
4 Result
5 Conclusion
Acknowledgments
References
Automated Clash Free Rebar Design in Precast Concrete Exterior Wall via Generative Adversarial Network and Multi-agent Reinforcement Learning
Abstract
1 Introduction
2 Preliminary
2.1 Introduction to Reinforcement Learning
2.2 Introduction to GAN (Generative Adversarial Network)
2.3 Formulating Rebar Design as Path Planning of Multi-agent System
2.4 Mesh Environment Processing
3 Proposed GAN with BIM for Generating Rebar Design in PCEWs
3.1 Labeling Principles
3.2 Generating
4 Proposed MARL with BIM for Solving the Path-Planning Problem of Clash Free Rebar Design in PCEWs
4.1 Architecture of Each Agent
4.2 Q-Learning Algorithm in MARL
4.3 Proposed MARL System
5 Illustrative Example
6 Conclusions and Future Research
References
Cognitive Ergonomic Evaluation Metrics and Methodology for Interactive Information System
Abstract
1 Introduction
2 Related Research
3 Methodology
3.1 Cognitive Ergonomic Criteria
3.2 Statistical Variables
3.3 Discriminant
3.4 Experiment Design
3.5 Data Collecting and Processing
4 Results and Discussion
5 Conclusion and Future Research
Acknowledgment
References
A System for User Centered Classification and Ranking of Points of Interest Using Data Mining in Geographical Data Sets
Abstract
1 Introduction
2 Methodology
2.1 Data Preprocessing
2.2 Data Mining
2.3 Dynamic Model - User Centered Optimizations
3 Results
4 Outlook
5 Conclusion
References
NASA Marshall Space Flight Center Human Factors Engineering Analysis of Various Hatch Sizes
Abstract
1 Introduction
1.1 Participants
1.2 Safety
2 Surface Analyses
2.1 Designs
2.2 Construction
3 Tank Analyses
3.1 Designs
3.2 Construction
4 Results
4.1 Methodology
4.2 Data
5 Conclusion
6 Future Work
Appendix A
Appendix B
Appendix C
Appendix D
Ontological Description of the Basic Skills of Surgery
Abstract
1 Introduction
2 Materials and Methods
3 Results
4 Discussion
5 Conclusion
References
An Alternative Graphic and Mathematical Method of Dimensional Analysis: Its Application on 71 Constructive Models of Social Housing in Guayaquil
Abstract
1 Introduction
1.1 The Conceptual Basis
2 Methodology
2.1 Predominant Materials
3 Results and Discussion
4 Conclusions
References
Improving the Blockchain User Experience - An Approach to Address Blockchain Mass Adoption Issues from a Human-Centred Perspective
Abstract
1 Introduction and Objective
2 Definitions of Blockchain and DApps
3 Research Method
4 Research Results
4.1 The Motivation to Change
4.2 The Onboarding Challenge
4.3 The Usability Problem
4.4 The Feature Problem
5 Conclusion
6 Further Research
References
Human Factors in Energy
Beyond COSS: Human Factors for Whole Plant Management
Abstract
1 Introduction
1.1 Modernization vs. Advanced Reactors
1.2 Autonomous Control vs. Automatic Control
1.3 Plant Operation and Monitoring
2 Humans in the Loop
2.1 Maintaining Plant Health
2.2 Outage Control
2.3 Load Control, Strategic Planning
2.4 Incidence Response
2.5 Security
2.6 Oversight, Regulations, and Reporting
2.7 Innovation
3 Computerized Plant Management System Considerations
3.1 Industrial Internet of Things
3.2 Smart Home Automation
3.3 Robot Operating System
4 Human Factors Challenges
4.1 New Challenges
4.2 Collaboration
4.3 Visualization Ergonomics
4.4 Cybersecurity Monitoring
4.5 Augmented Reality/Virtual Reality
5 Conclusions and Discussion
6 Disclaimer
References
Imagine 2025: Prosumer and Consumer Requirements for Distributed Energy Resource Systems Business Models
Abstract
1 Introduction
2 Related Work
2.1 Acceptance
2.2 Hypotheses
2.3 Method
2.4 Results
2.5 Discussion and Conclusion
2.6 Limitations and Future Work
Acknowledgments
Annex A: Example Statements for the Sub-level Categories of Qualitative Data Analysis
References
Nuclear Power Plant Accident Diagnosis Algorithm Including Novelty Detection Function Using LSTM
Abstract
1 Introduction
2 Methodology
2.1 Long Short-Term Memory (LSTM)
2.2 Auto Encoder (AE)
3 Accident Diagnosis Algorithm
3.1 Algorithm Modeling
3.2 Training and Optimization
3.3 Test Results
4 Conclusion
Acknowledgement
References
Application of Economic and Legal Instruments at the Stage of Transition to Bioeconomy
Abstract
1 Introduction
2 Materials and Methods
3 Results and Discussion
4 Conclusions
References
Author Index

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