Proceedings of Eighth International Congress on Information and Communication Technology: ICICT 2023, London, Volume 2 (Lecture Notes in Networks and Systems, 694)

Preface Contents Editors and Contributors Development of a Method for Reducing the Impact of Metal Interconnection Parameters on the Speed of VLSI 1 Introduction 2 Problem Setting and Justification of the Methodology 3 Simulation Results 4 Conclusion References Deep Learning-Based Arrhythmia Detection Using RR-Interval Framed Electrocardiograms 1 Introduction 2 Compact Arrhythmia Detection System Based on Deep Learning 2.1 RR-Interval Framed ECG 2.2 Deep Learning Design for the Detection of Arrhythmia 3 Neural Network Validation and Testing 4 MATLAB Toolbox: Medical Extension 5 Conclusions References How Predictive Software Engineering Addresses Issues in Custom Software Development and Boosts Efficiency and Productivity 1 Introduction 2 Meaningful Customer Care 3 Transparent End-To-End Control 4 Proven Productivity 5 Efficient Distributed Team 6 Disciplined Agile Delivery Process 7 Measurable Quality Management and Technical Debt Reduction 8 Sound Human Development 9 Practical Approach to PSE 10 Risk that PSE Covers 11 Predictability as a Solution to Outsourcing Problems References Using Conceptual Chunking to Support Information Processing While Solving Complex Industrial Tasks 1 Introduction 1.1 Using Conceptual Chunking for Understanding Complex Machine Processes 1.2 Present Research 1.3 Hypotheses 2 Method 2.1 Participants 2.2 Apparatus and Material 2.3 Design and Procedure 3 Results 3.1 Analysis 3.2 Inducing Chunking (H1) 3.3 Performance Measures (H2) 3.4 Gaze Data during the Test Phase 4 Discussion 4.1 Summary of the Results 4.2 Limitations and Further Research 4.3 Implications References A Mobile Application Innovation for Public Healthcare Supply Chain Coordination 1 Introduction 2 Background Research for the Mobile Application 3 Design Methodology 3.1 Problem Relevance 3.2 Design as a Search Process 3.3 Design as an Artifact 4 Findings 5 Discussions and Conclusions 5.1 Practical Contribution 5.2 Methodological Contribution 5.3 Theoretical Contribution References A Social Critical Analysis on Philippine Higher Education in the Time of COVID-19 Pandemic Toward a Framework on Flexible Learning 1 Introduction 2 Theoretical Underpinnings and Conceptual Framework 3 Methodology 4 Discussions and Analysis 4.1 Status 4.2 Challenges 4.3 Principles 5 Conclusions References M-HEALTH System for Detecting COVID-19 in Chest X-Rays Using Deep Learning and Data Security Approaches 1 Introduction 2 Related Work 3 Materials and Methods 3.1 Model 4 System Architecture 4.1 The Front End 4.2 The Back End 4.3 Prediction Model 5 Security and Confidentiality 5.1 Spring Security Configuration 6 Results and Discussions 6.1 Model 6.2 Security and Confidentiality 6.3 OWAS Zed Attack Proxy (ZAP) 6.4 Alerts 7 Conclusions References Interpolated Solutions of Abel Integral Equations Using Barycentric Lagrange Double Interpolation 1 Introduction 2 Matrix–Vector Barycentric Double Interpolation Method 3 Convergence in the Mean and Error Analysis 4 Computational Results 5 Conclusion References Procurement of the Future: Investing Today in the Technologies of Tomorrow 1 Introduction 2 Procurement Market Insights 3 Next Level of Procurement Revolution 3.1 Resolving Procurement Challenges Thru Data Sharing 3.2 Utilizing AI 3.3 Architecting the Procurement of the Future 4 Next Steps References Development and Validation of a Health Information System to Improve Prenatal Controls in Guatemala 1 Introduction 2 Previous Work 3 Objective 4 Methodology 4.1 Analysis of the Need of the Project 4.2 Select the Tool/Platform/Technology to be Used to Develop the Solution 4.3 Process of Adapting the Selected Tool to the Project 4.4 Project Evaluation Method 5 Results 5.1 Analysis of the Needs 5.2 Selecting the Tool 5.3 Process of Adapting the Selected Tool to the Project 6 Adaptation to be Able to Use the Offline System 7 Definition of Roles and Permissions 8 Encounter Alerts Module 8.1 Results of Using the Tool 9 Discussion 10 Conclusions References Adapting Atmospheric Chemistry Components for Efficient GPU Accelerators 1 Introduction 2 Background 3 Implementations 4 Test Environment 5 Results 6 Conclusions References Frequency Interleaved DAC System Design: Fundamental Problems and Compensation Methods 1 Introduction 2 Principle and Structure of FI-DAC Architecture 2.1 FI-DAC Architecture 2.2 Generation of Image Components 3 Subband Analysis Digital Signal Processing 4 Fundamental Problems of FI-DAC Architecture in Principle and Their Compensation 4.1 Signal Attenuation by DAC Zero-th Order Hold Output and Its Compensation Method 4.2 Problems of Phase Characteristic and Their Compensation 5 MATLAB Simulation 5.1 Simulation Conditions 5.2 Simulation Verification by Impulse Response 5.3 Simulation Verification by 4-tone Input Signal 6 Conclusion References Neural Network Models for Time Series Analysis and Estimation 1 Introduction 2 The Identifiability of MLP 3 The Ability to Generalize 4 Practical Search for the Real Model 5 Practical Example 6 The Conclusions References An Approach for Test Impact Analysis on the Integration Level in Java Programs 1 Introduction 1.1 Motivation 1.2 Test Impact Analysis 2 Methodology 2.1 Overview 2.2 Formal Settings 2.3 Example 2.4 Implementation Stages 3 Evaluation 3.1 Assumptions 3.2 Case Studies 3.3 Research Questions 3.4 Results 3.5 Threats to Validity 3.6 Limitations 4 Related Works 5 Summary and Future Works References ANN-Based Modeling and Control of a Pick and Place Manipulator 1 Introduction 2 Methodology 2.1 Dynamic Modeling 2.2 Inverse Kinematics of the End Effector 2.3 Model-Based Neural Network 2.4 Control Methodology 2.5 Computer Vision System 2.6 Camera Calibration Process 3 Results 3.1 First Rigid Dynamics Analysis 3.2 Second Static Structural Analysis 3.3 Third Modal Analysis 4 Conclusion References Toward Learning Analytics in a Distributed Learning Environment 1 Introduction 2 Literature Review 3 Research Design 4 Research Results 5 Conclusion References Influence and Optimization of Power Grid ERP System Permission Management on Enterprise Internal Control 1 Introduction 2 Business Management Analysis of Power Grid ERP System 3 The Analysis of Power Grid ERP System Authority Management 3.1 The Analysis of Power Grid ERP System Authority Management Content 3.2 The Analysis of Power Grid ERP System Authority Management Principle 4 The Influence of Power Grid ERP System Authority Management on Enterprise Internal Control 4.1 The Traditional Internal Control System Cannot Keep Up with the Development Needs 4.2 The Scope of Internal Control Continues to Expand 4.3 Traditional Internal Control Forms Have Changed 4.4 The Focus of Traditional Internal Control Has Shifted 4.5 Unreasonable Authorization Control of Power Grid ERP System Will Affect the Internal Control of the Enterprise 5 Power Grid ERP System Authority Management and Enterprise Internal Control Optimization 5.1 Internal Control and Self-control Optimization of Power Grid Enterprises 5.2 Power Grid ERP System Authority Management and Enterprise Internal Control Optimization 6 Conclusion References Ensemble Feature Selection and Classification of Medical Dataset Using K-Nearest Classifier with Swarm Intelligence 1 Introduction 2 Related Works 3 Ensemble Feature Selection and Classification 4 K-Nearest CNN Classifier with Swarm Intelligence Algorithm for Feature Selection 5 Simulation Results 6 Conclusion References Yet Another Parallelism Within the “Hobby Time Training” 1 Introduction 2 Population Count 2.1 Problem Definition and Naïve Solution 2.2 Word-Level Parallelism: Basic Idea 2.3 Developing the Solution 3 Conclusion References An Improved Apriori Algorithm for Interestingness of Association Rules: A Case Study on the Mushroom Dataset 1 Introduction 2 Related Works 3 Methods 3.1 Association Rules 3.2 Apriori Algorithm 3.3 Correlation Analysis 3.4 Proposed Approach 4 Experiments and Analyze 4.1 Data Preparation and Experimental Environment 4.2 Evaluated Through the Entire Set of Generated Rules 4.3 Evaluated Through Top Highest Correlation Rules 5 Conclusion and Perspectives References Hybrid Network Anomaly Detection Based on Weighted Aggregation Using Endpoint Parameters 1 Introduction 2 Network Endpoint Parameters and Ways to Convert Them to the Format of Session Parameters 3 Hybrid Approach to Detecting Network Anomalies Using the Endpoint Parameters 4 Results 4.1 Gathering of Session and Endpoint Parameters 4.2 Testing 5 Conclusion References IoT Infrared Imaging of Livestock Tissues Using a One-Eyed Bandit Technique 1 Introduction 2 Developed Hardware System and the One-Eyed Bandit Technique 3 Developed Software Package 4 Experimental Setup and Gathered Data 5 Data Analysis 6 Conclusion and Future Work References The Digital Survival Game to Enhance the Digital Quotient of Lower Secondary Students 1 Introduction 2 A Digital Game with a Student-Centered Approach 2.1 The Digital Game 2.2 Student-Centered Learning 3 Digital Quotient 4 The Digital Survival 5 Methodology 5.1 The Development of Digital Games Based on the Facilitating Student-Centered to Improve the Digital Quotient of Students 5.2 The Study of Digital Games is Based on Facilitating Student-Centered to Improve the Digital Quotient of Students 6 Findings 7 Conclusion 8 Discussion and Suggestion 8.1 Discussion 8.2 The Suggestion of the Use of Research Result 8.3 The Suggestion for Future Research References An Experimental Analysis of Benchmarking Tools for Smart Contract-Based Blockchain Application 1 Introduction 2 Blockchain Benchmarking Parameters 3 Methodology 3.1 Benchmarking with Hyperledger Caliper 3.2 Manual Benchmarking 3.3 Benchmarking Results 4 Conclusion and Future Work References Digital Twins in Agriculture as an Internet of Things Paradigm: The Case of Azerbaijan 1 Introduction 2 Methodology 3 Suburban Farm Optimization Model 4 Results Obtained 5 Conclusion References Theoretical Fundamentals of Criteria for Evaluation of Efficiency, Quality and Optimization of Complex Informatiology Systems 1 Introduction 2 General Requirements to Criteria 3 Selection Algorithm for Criteria to Evaluate Efficiency, Quality and Optimization 4 Deriving the Generalized Functional-Statistical Criterion for Evaluation of Efficiency, Quality and Optimization 5 Command and Control Process as the Information Source 6 ACCS Operational Algorithm 7 Conclusions References Detection of Structure Changes in Lightweight Concrete with Nanoparticles Using Computer Vision Methods in the Construction Industry 1 Introduction 2 Literature Review and Problem Statement 3 The Purpose and Objectives of the Research 4 Materials and Methods of Research 5 The Results of Detection of Basic Microstructural Elements Based on the Image from the Microscope 5.1 Determining the Effect of Microscope Resolution on the Number of Pores in the Concrete Structure 5.2 Performing Microstructure Diagnostics of Concrete with Added Nanoparticles in the Process of Curing 6 Discussion of the Results of the Study of the Microstructure of Concrete 7 Conclusions References Mild Cognitive Impairment Screening System by Multiple Daily Activity Information—A Method Based on Daily Conversation 1 Introduction 2 Purpose 3 Related Research 3.1 Conversational Assessment of Neurocognitive Dysfunction 3.2 Dementia Screening Test Using Speech Analysis 3.3 Dementia Detection by Computer Avatar 4 Methods 4.1 The MCI Screening System 4.2 Two Features for Screening 4.3 Feature Extraction Flow 5 Experiments 5.1 Methods of the First Experiment 5.2 Results of the First Experiment 5.3 Methods of the Second Experiment 5.4 Results of the second experiment 6 Discussions 6.1 Discussions of the First Experiment 6.2 Discussions of the Second Experiment 6.3 Furthermore Experiment 7 Conclusion References System Models of a Single Information Space of Digital Twins 1 Introduction 2 System-Information Methods and Models for Solving Production Problems Based on Virtual Digital Twins 2.1 System-Information Models of the Systems State 2.2 Methodology of System-Information Modeling of the Information Space 3 Analysis of Production Tasks and Methods for Their Solution Using System-Information Models 4 Conclusions References Creating a Happy Life Through Body Sensations 1 Digital and Analog 1.1 Finite Element Analysis and 3D Printing 2 Creatures 3 Cardinal and Ordinal 3.1 Mahalanobis Distance (MD) 4 Intelligence A B C D E 5 Brain and Heart 6 Outside and Inside 7 Growing Worlds 8 Mahalanobis Distance-Pattern (MDP): An Instinct Support Tool 9 Make Your Life Happy Body Sensation Way References Virtual Training System for the Autonomous Navigation of an Omnidirectional Traction Robot 1 Introduction 2 Training System Methodology 3 Mobile Robot with Omnidirectional Traction 3.1 Kinematic Modeling 3.2 Dynamic Modeling 4 Control Scheme 4.1 Kinematic Controller 4.2 Adaptive Dynamic Controller 5 Analysis and Results 5.1 Robot Omnidirectional 5.2 Control Scheme Implementation 6 Analysis and Conclusions References NFTs: Inside the Twitter Discussion 1 Introduction 2 Background 2.1 Understanding the Revolution 3 Methodology 4 Data 5 Results 5.1 Information Obtained from Tweets 5.2 Sentiment Analysis 6 Discussion and Related Work 7 Conclusion and Future Work References Integrating Analog PIR Sensor Telemetry with TinyML Inference for On-The-Edge Classification of Moving Objects 1 Introduction 2 Requirements for Edge Classification of Moving Objects 3 Design and Prototyping of a TinyML-Based Analog PIR Device for Classifying Moving Objects at the Edge 3.1 Data Collection Campaign 3.2 Machine Learning Training 3.3 Results and Performance Analysis 4 Conclusion and Future Works References Advanced Signaling Mechanisms for Assurance of User Service Continuity in 4G/5G Mobile Network 1 Background 2 Previous Solutions 2.1 Overview SCTP Protocol 2.2 Overview of the Equal Cost Multipath (ECMP) Function 3 Proposed Solution 3.1 Proposed Architecture 3.2 Assurance of User Service Continuity 4 Implementation 5 Performance Testing and Reliability Evaluation 5.1 Evaluation of the Connection Distribution Function 5.2 Evaluation of (VM) Service Recovery 5.3 Connection Impacts When 2 Nodes Go Down 6 Conclusion References The BB84 Quantum Key Distribution Protocol and Potential Risks 1 Introduction 2 Quantum Cryptography 2.1 Quantum Key Distribution 2.2 The BB84 Protocol 3 The Security of Quantum Key Distribution Protocol 3.1 Intercept and Resend Attack 3.2 The Trojan Horse Attack 4 Conclusions References All Vaccinated: Open-Source Web System for the Control of Vaccination Processes in Health Centers 1 Introduction 2 Related Works 3 Description of the Proposed Methodology: OSCRUM 4 Case Study 5 Case Study Results 6 Discussion of Results 7 Conclusion and Future Work References Centralized Tasks Scheduling and Load Balancing on a Cloudlet 1 Introduction 2 Cloud Computing 3 Edge Versus Fog Versus Cloud Computing 3.1 Edge Computing 3.2 Fog Computing 4 Cloudlets 5 Snapdragon 410c 6 Proposed Architecture 7 Proposed Algorithm 8 Results and Discussion 9 Conclusion References A Digital Twin Enabled Decision Support Framework for Ship Operational Optimisation Towards Decarbonisation 1 Introduction 1.1 Background 1.2 Research Contribution 1.3 Organisation of the Paper 2 Ship Digital Twin 2.1 Digital Twins 2.2 Approaches to Developing and Using Digital Twins 2.3 How Digital Twinning Relates to Ship Decarbonisation 3 Ship Decarbonisation Decision Support Framework 3.1 Framework Overview 3.2 Application of the Management Framework 4 Discussion 4.1 Expected Benefits of the Ship Decarbonisation Management Approach 4.2 Costs Versus Benefits of the Proposed Approach 5 Conclusions and Recommendations 5.1 Digital Twin Framework Impact 5.2 Further Research References Financial Sustainability of Automotive Software Compliance and Industry Quality Standards 1 Introduction 2 Paper Organization 3 Automotive Industry Quality Standards 3.1 Industry Quality Standards—Work in Progress (WIP) 3.2 Automotive Quality Standards 3.3 Compliance Standards List 3.4 Data Protection Management System 3.5 EMS and Sustainability Standards 3.6 Automotive Cybersecurity Standards 4 Financial Sustainable of Compliance with Standards 4.1 SASB Standards 5 Related Work 6 Conclusion References A Novel Multiband Patch Antenna Based on the Modification of a Rectangular Design 1 Introduction 2 Antenna Design 2.1 Initial Model 2.2 Modified Model 3 Antenna Manufacturing 4 Measurements and Results 5 Conclusions References Labour Conditions and Their Impact on the Development of Green Economies in 2020 1 Introduction 2 Method and Data 2.1 Data 2.2 Method 3 Results 4 Discussion 5 Conclusion References A Review of Deep Learning Techniques of Chest X-ray Analysis for Thoracic Disorders 1 Introduction 2 Overview of Deep Learning Methods 2.1 Deep Learning Algorithms 2.2 Neural Networks 2.3 Convolutional Neural Networks 2.4 Deep CNN Architectures 3 Public Datasets 4 Deep Learning for Chest Radiography 4.1 Image Classification 4.2 Segmentation 4.3 Localization 4.4 Image Generation 5 Hardware Accelerators 5.1 CMOS DNN Accelerators 5.2 FPGA-Based Deep Neural Networks 5.3 Memristive Deep Neural Network 6 Conclusion References Multi-task Learning Method Using Emoji Prediction as Auxiliary Task for Sentiment Analysis 1 Introduction 2 Related Work 2.1 Sentiment Analysis 2.2 Multi-task Learning 3 Proposed Method 3.1 Collecting Data with Emojis 3.2 Multi-tasking Learning Setup 3.3 Text Encoding by BERT 3.4 Emoji Prediction Learning 3.5 Sentiment Prediction Learning 3.6 Loss Optimization 4 Experiment 4.1 Dataset 4.2 Comparison Models 4.3 Learning Setup 4.4 Evaluation Metrics 4.5 Performance Evaluation 4.6 Analysis of Predicted Values 5 Conclusion References Smart Cities Improving Government Management Systems with Blockchain Technology 1 Introduction 2 Smart Cities and Governance 3 Blockchain Technology 3.1 Blockchain and Smart Cities 4 Final Considerations References Simple Moving Average (SMA) Investment Strategy During COVID-19 Pandemic 1 Introduction 2 Method 2.1 Buy and Hold 2.2 Simple Moving Average 2.3 Back-Testing SMA Against B&H 2.4 Development 3 Results 4 Discussion 4.1 Future Work 5 Conclusion References Yield Prediction of Maize Using Random Forest Algorithm 1 Introduction 2 Procedure 2.1 Study Area 2.2 Processing 3 Conclusions References Enhancement of Prototype Driving Simulator Using Available AI-Based Game Technology 1 Introduction 2 Driving Simulator Prototype 2.1 Background 2.2 Syllabus-Based Tracks 2.3 Practice and Test Modes 3 Prototype Advancements 3.1 Scenario Tracks 3.2 Mock-Up Town 3.3 Summary 4 Discussion 4.1 Advancement work 4.2 Modularity in Track Designs 4.3 Layout of Mock-Up Town 4.4 Simple Traffic Lights System 4.5 The AI Car 4.6 Planned Experiment and Analysis 4.7 Implications 5 Conclusions References The QOM Toolbox: An Object-Oriented Python Framework for Cavity Optomechanical Systems 1 Introduciton 2 Structure and Workflow 3 Formalism and Simulation 4 Applications and Advantages 5 Conclusion References Preserving Filipino Native Dishes Using Android-Based Application: A Heritage Cooking Tutorial 1 Introduction 2 Methodology 2.1 Inception Phase 2.2 Elaboration Phase 2.3 Construction Phase 2.4 Transition Phase 3 Results and Discussions 3.1 Application Features 3.2 Testing 3.3 Evaluation 4 Conclusions and Recommendations References Development of a Web-Based Graduate Tracer Information System with Data Analytics 1 Introduction 2 Literature Review 2.1 Graduate Tracer Study 2.2 Graduate Tracer Information Systems 3 Methodology 3.1 Requirement Planning 3.2 User Design 3.3 Construction and Cutover 4 Results and Discussion 4.1 Description of the System 4.2 Test Results 5 Conclusions and Recommendations References Distance Education Opportunities for the Elderly in Thailand: Opportunity to Access Distance Education and Factors Affecting Such Opportunity 1 Introduction 2 Methodology 3 Data Collection and Findings 4 Discussion References Motivation Prediction for Persuasive Intervention at Appropriate Timing to Promote Exercises 1 Introduction 2 Methods to Promote Action to People 2.1 Behavior Promotion Using Smartwatch-Type Action Meters 2.2 Behavior Promotion Using FBM 3 Exercise Improvement Considering the User's Activity Status and Motivation 3.1 Methodology 3.2 Smoothing the Number of Steps per Day of the Week 3.3 Intervention Using Text Messages 4 Building a Machine Learning Model to Predict Motivation 4.1 Outline of the Survey 4.2 Setting the Threshold 4.3 Preparation of Explanatory Variables 5 Survey Results and Discussion 5.1 Survey Results 5.2 Validity of Variables in Predicting Motivation 6 Conclusion References Implications of 3D Printing on Physical Distribution in Logistics and Supply Chain Management 1 Introduction 2 Background 2.1 3D Printing 2.2 Distribution Logistics 3 Method 4 Results 4.1 The Impact of 3D Printing on Distribution Logistics 4.2 The Role of Logistic Service Providers 4.3 Impact on Warehousing, Picking, and Transport Processes 5 Discussion 6 Conclusion, Limitations, and Future Work References Towards Prototyping Single-modal and Multimodal Interactions in Mixed Reality Games 1 Introduction 2 Related Work 3 System Design 4 Bodystorming Process 5 Prototype Development 5.1 Prototype 1—Gaze-Based Game 5.2 Prototype 2—Speech-Based Game 1 5.3 Prototype 3—Speech-Based Game 2 5.4 Prototype 4—Gesture-Based Game 5.5 Prototype 5—Multimodal Interactions Game 6 Conclusion and Future Work References Possibility of Utilising Information Technology to Promote Local Production for Local Consumption of Agricultural Products and Future Challenges 1 Introduction 2 Visualising the Supply Situation of Agricultural Products for Local Direct Sales Stores 2.1 Implementation Details 3 Visualising the Supply Situation of Local Agricultural Products for Business Operators 3.1 Implementation Details 4 Consumer Behaviour Survey 4.1 Implementation Details 5 Results 5.1 Supply Situation at Local Direct Sales Store 5.2 Supply Situation of Local Agricultural Products for Business Operators 5.3 Results of Survey of Consumer Behaviour 6 Conclusion References A Data Analysis of Video Game Reviews on Steam 1 Introduction 2 Data 3 Research Questions and Methodology 4 Results 4.1 Sentimental Analysis 4.2 Analysis of Total Game Hours 4.3 Outlier Analysis 4.4 Total Game Hours Versus Number of Friends 4.5 Topic Modeling 5 Conclusions 6 Limitations of the Study 7 Future Work References Non-destructive Technique for Agricultural Seed Classification Using Deep Learning 1 Introduction 2 Literature Survey 3 Methodology 3.1 Data Set 3.2 CNN Models 3.3 Classification 4 Results and Discussions 4.1 Results 4.2 Discussion 5 Conclusion and Future Work References A Hybrid Strategy for DoS Attacks Detection and Mitigation on SDN Enabled Real Scenarios 1 Introduction 2 Proposed Solution 2.1 Controller Protection 2.2 Hosts Protection 3 Experimental Setup and Results 3.1 Testbed 3.2 Attack Mitigation at the Controller 3.3 Attack Mitigation at Hosts 4 Related Work 5 Conclusions and Future Work References 1001 Games a Night—Continuous Evaluation of an Intelligent Multi-agent-Based System 1 Introduction 2 Related Work 3 Approach 3.1 Architecture 3.2 Outlier Detection 4 Evaluation 5 Conclusion References Real-Time Hand Action Detection and Classification Based on YOLOv7 from Egocentric Videos 1 Introduction 2 YOLOv7 for Hand Action Detection and Classification 3 Experimental Results 3.1 Datasets 3.2 Evaluation Metrics 3.3 Hand Action Detection and Classification Results 4 Conclusion References Interaction-Driven Design: A Case Study of Interactive Lighting 1 Introduction 2 Related Work 2.1 Interaction-Driven Design 2.2 Non-Functional Interaction 2.3 Lighting Design 3 Six Cases of Interactive Lighting 3.1 Case 1: Visualight 3.2 Case 2: Jane Light 3.3 Case 3: Wan Xiang 3.4 Case 4: Washing Light 3.5 Case 5: MUSELAMP 3.6 Case 6: Match Light 4 Discussion 5 Conclusion and Future Work References Sustainable Technologies for Environment-Friendly and Ecological Resilience 1 Introduction 1.1 Shelter Design Innovations 1.2 Anticipatory Technologies 2 Literature Review 2.1 Resilient Low-Cost Rural Houses 2.2 Technology Innovations 3 Methods 3.1 Pre-build Consultations and Community Awareness 3.2 Three-Phase Workshop 3.3 Technology Incorporation 4 Results and Discussions 4.1 Pre-build Consultations and Community Awareness 4.2 Clean Water System 4.3 Hydroponics with Sensor and Monitoring System 4.4 NearCloud System 4.5 Image Transmission System 4.6 Waste Treatment 4.7 Brick Stove and Oven Equipment 5 Conclusion References Preliminary Investigation into a Security Approach for Infrastructure as Code 1 Open Challenges 2 Research Aims and Objectives 3 Related Work 4 Infrastructure as Code Security 4.1 Infrastructure Configuration Problems and Threats 4.2 IaC and Security Development Life Cycle (SDL) 4.3 Security Approach for IaC 5 Limitations 6 Conclusion References Use of Artificial Intelligence in the Digital Marketing Strategy of Latvian Companies 1 Introduction 2 Literature Review 3 Research Results and Discussion 3.1 Application of Artificial Intelligence in Latvian Companies 3.2 The Benefits of Artificial Intelligence in Digital Marketing and the Barriers to the Implementation Thereof 3.3 Future Development Trends of Artificial Intelligence in Digital Marketing Strategy of Latvian Companies 4 Conclusions 5 Proposals, Recommendations References SR-OIR-SSD: Super-Resolved Eyes in the Sky 1 Introduction 1.1 Motivation 1.2 Challenges 1.3 Problem of Statement 2 Literature Survey 3 Proposed Methodology 3.1 Selective Patching 3.2 GAN 3.3 Object Detector 3.4 Fusion of Results 4 Data Set 5 Result 6 Conclusion References Participatory Design as an Audiovisual Strategy in Brand Manuals 1 Introduction 2 Methods and Materials 3 Proposed Model 4 Discussion 5 Conclusions References Citizen Engagement on Government Social Media: Validation of Measurement Items 1 Introduction 2 Background of Study 3 Methodology 4 Identified Constructs 5 Measurement Items Development 6 Content Validity 7 Conclusion References Shared Parking Concept in the Smart City Environment 1 Introduction 2 Design 2.1 Front-End 2.2 Back-End 3 Future Work 4 Conclusion References Applying Machine Learning Techniques to the Analysis and Prediction of Financial Data 1 Introduction 2 Methodology 3 Model Generation 3.1 Dataset Pre-processing 3.2 Classification Model 3.3 Prediction Model 4 Results 4.1 Classification Model 4.2 Prediction Model 5 Conclusions References Time Series Analysis of Public Opinion on Work from Home During and After COVID-19 Pandemic 1 Introduction 2 Background 3 Related Work 4 Methodology and Data 4.1 Data Understanding and Preparation 5 Experimentation 5.1 Clustering 5.2 Forecasting 6 Results 7 Discussion 8 Conclusions 9 Future Work References Determination of Air Quality with Unmanned Vehicles in Cement Plants 1 Introduction 2 Material and Methods 2.1 Material 2.2 Methods 3 Results 4 Discussion 5 Conclusions References The Determinants of ICT Use by University Professors 1 Introduction 2 Empirical Contributions of ICT Use by Teachers 2.1 The Impact of Individual Teachers’ Characteristics 2.2 The Technological Profile of Teachers 3 Database 4 Econometric Modeling 4.1 Specification of the Ordered Probit Model 4.2 Estimation Results 5 Discussion 6 Conclusion References Load Capacity Study on the Flora Path of the Manglares Churute Ecological Reserve 1 Introduction 2 Methodology 3 Analysis of Results 3.1 Load Capacity Calculation 3.2 Physical Carrying Capacity (CCF) 3.3 Actual Carrying Capacity (CCR) 3.4 Effective Carrying Capacity (ECC) 4 Conclusions References Convergent Fuzzy Cognitive Modelling of Regional Youth Policy Strategy 1 Introduction 2 Analytical Review 3 Collective and Automatic Fuzzy Cognitive Modelling 4 Collective Strategic Meeting and Modelling 4.1 Goal Tree 4.2 SWOT Analysis 4.3 Collective Fuzzy Cognitive Modelling 5 Discussion and Conclusion References Realistic Modeling of Computer Systems in Gem5 Simulator 1 Introduction 2 Selection of Computer Systems 3 Why to use Gem5 Simulator? 4 Challenges During Construction of Simulated Systems in Gem5 4.1 Challenge 1: Gem5 Memory Support 4.2 Challenge 2: Gem5 Cache Support 4.3 Challenge 3: Gem5 Processor Support 5 Experimental Details 5.1 Applications Selection As Workloads 5.2 Results and Observations from Gem5 Simulated Systems 5.3 Comparing Simulated Systems Data with Physical Systems 6 Conclusion References Construction Method of Operational Concept Model Based on Architecture Framework 1 Introduction 2 Selection of DoDAF2.0 Architecture Framework 3 Analysis of Typical Elements of Operational Concept and Construction of Relationship Map 3.1 Analysis of Typical Elements of Operational Concept 3.2 Construction of the Relationship Map of Typical Elements of Operational Concept 4 Construction of Operational Concept Architecture Model 4.1 Construction of Profile Information Model (AV-1) 4.2 Construction of Capability Concept Model (CV-1) 4.3 Construction of Top-Level Operational Concept Map (OV-1) 4.4 Modeling of Operational Forces (OV-4, SV-5b) 4.5 Modeling of Operations (OV-5a, OV-5b) 4.6 Modeling of Operational Activities (OV-6a, OV-6c) 4.7 Modeling of Operational Capability Requirements (CV-6, CV-2, CV-4, CV-3) 5 Conclusion References Representation Learning with Attention for Spatial Reuse Optimization in Dense WLANs 1 Introduction 2 Graph Model 3 Proposed Model 4 Result Analysis 4.1 Impact of Missing Edges 4.2 Impact on Throughput 5 Conclusions References A New Ultralightweight Authentication Protocol for IoTs: MFRAP 1 Introduction 2 Related Works 3 A New Ultralightweight Mutual Authentication Protocol: MFRAP 4 Security Analysis of MFRAP 5 Conclusions References Development and Implementation of a Scalable and Replicable Industrial Environment at Low Cost to Control an Industrial Process 1 Introduction 2 State of the Art 3 Proposal 3.1 Chatbot Int