Intelligent Sustainable Systems: Selected Papers of WorldS4 2022, Volume 2

Description

This book provides insights of World Conference on Smart Trends in Systems, Security and Sustainability (WS4 2022) which is divided into different sections such as Smart IT Infrastructure for Sustainable Society; Smart Management Prospective for Sustainable Society; Smart Secure Systems for Next Generation Technologies; Smart Trends for Computational Graphics and Image Modeling; and Smart Trends for Biomedical and Health Informatics. The proceedings is presented in two volumes. The book is helpful for active researchers and practitioners in the field. Preface Contents Editors and Contributors How Predictive Software Engineering Creates Effective Business Solutions Through Custom Software Development 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 Risks that PSE Covers References Roadcast: A Vehicle Incident Management System and Forecasting Implementing Moving Average 1 Introduction 1.1 Background of the Study 1.2 Objectives 2 Methodology 2.1 Evaluation Procedure 2.2 The Development of the System 3 Results and Discussions 4 Conclusion References Beak-A-Boo: An Augmented Reality Mobile Application About Endangered Bird Species in the Philippines 1 Introduction 1.1 Background of the Study 2 Methodology 3 Results and Discussion 3.1 Analysis of Qualitative Data 3.2 Data and Analysis of Quantitative Data 4 Conclusion References A Review on Impact of E-commerce Websites on Small Kirana Shops in India 1 Introduction 1.1 Retail Industry and Kirana Store in India 1.2 E-commerce in India 2 Literature Review 3 Research Methodology 4 Findings 5 Suggestions 6 Conclusion References A Multidimensional Model of Wireless Sensor Data Quality 1 Introduction 2 Sensor Data Quality Indicators 3 Fault Diagnosis Approaches 4 Characteristics of Sensors 5 Categories of Achieving Wireless Sensor Networks Reliable Quality 5.1 Goals 5.2 Functions 5.3 Methods (Techniques) 6 Relationship Between the Error Types and the Methods for Their Detection and Correction 7 A Multidimensional Model of Wireless Sensor Data Quality 8 Conclusion References Simulation Model for the Improvement of Waiting Lines in the Customer Service Process in a Swimming Academy 1 Introduction 2 Methodological Aspects 2.1 Type of Research 2.2 Research Participants 2.3 Procedures 2.4 Analysis 3 Results 3.1 Data 3.2 Simulation Models 4 Discussions and Conclusions References Adaptive Decoupling Philosophy for Industrial Facilities that Can Work in Microgrid Structure 1 Introduction 2 Plant Structure 3 Stability Analysis 4 Hardware and Software Structure 5 Conclusion References Traffic Pattern Plot: Video Identification in Encrypted Network Traffic 1 Introduction 2 Related Work 3 Traffic Pattern Plot 4 Experiments and Results 4.1 Creating Separate Dataset for Different Problems 4.2 Results and Discussion 5 Conclusions References IoT-Based Data Security and Protection for Hospital Information Systems: A Knowledge Graph Analysis 1 Introduction 2 Methodology 3 Bibliometric Results 3.1 Co-Authorship Network 3.2 Co-Authorship and Universities 3.3 Co-Authors and Countries 3.4 Co-Citation and Cited References 3.5 Co-Citation and Cited Authors 3.6 Citations and Documents 3.7 Citations and Authors 4 Contributions 5 Limitations 6 Conclusion and Future Work References Methodology for Studying the Generated Communication Traffic from Power Electronic Devices 1 Introduction 2 Proposed Methodology 3 Experimental Results Confirming the Applicability of the Proposed Methodology 3.1 Results 3.2 Analysis of the Results and Recommendations 4 Conclusions References Isogeny-Based Group Key Establishment Scheme 1 Introduction 2 Related Works 3 Isogeny of Elliptic Curves 3.1 Isogeny Graphs 3.2 Isogeny-Based Schemes and Requirements for Parameters 4 SIDH-Based Group Key Establishment Scheme 4.1 Proposed Scheme 4.2 Analysis of Scheme 5 Conclusion References E-Commerce Platform with Recommender System and Android Mobile Application 1 Introduction 2 Methodology 3 Results and Discussion 4 Conclusion References BALANGAY: A Web-Based Document Request and Incident Reporting System with Decision Support for Barangay Program Development 1 Introduction 1.1 Background of the Study 2 Methodology 2.1 Evaluation Procedure 3 Results and Discussion 4 Conclusion References Bibliometric Analysis on the Smart University Concept 1 Introduction 2 Methodology 2.1 Techniques for Scientific Visualization with VOSviewer 2.2 Social Network Analysis 3 Results 3.1 Keyword Analysis 3.2 Document Co-Citation Network 3.3 Most Influential Institutions in the Smart University Research Landscape 3.4 Author Co-Citation Network 4 Conclusions References A Computational Psycholinguistic System of Intuition and Wisdom Under Uncertainty 1 The Essence of the Conception 2 The Model of Computational Psycholinguistic Intuition and Wisdom in CB’ Memory 3 The Model of Situational Fuzzy Control System for Computation of Intuition and Wisdom 4 Modeling of the PSCIWU Under Uncertainty 4.1 The Model of Modeling Process in the PSCIWU 4.2 The Modeling of Computational Mapping Rules for PSCIWU 5 Conclusion References Artificial Intelligence Applications in Quality Management Systems of Philippine Higher Education Institutions 1 The Problem and Its Background 1.1 The Philippine Higher Education Institutions 1.2 Academic Accreditation and Certification 2 Review of Related Literature 3 Conceptual Framework 3.1 ISO 9001:2015 and QMS 3.2 Artificial Intelligence Applications 3.3 AI-Enabled Quality Management System 4 Methodology 4.1 Data Gathering 4.2 Data Pre-processing 4.3 Create and Train and LSTM Network 5 Results, Findings, Discussions 6 Conclusion and Recommendations References Optimization of Resource Allocation in Cognitive Radio Network Using Machine Learning Algorithm 1 Introduction 2 Related Work 3 Methodology 4 Experimental Results 5 Conclusion and Future Work References Personalized Exergaming for the Elderly Through an Adaptive Exergame Platform 1 Introduction 2 GAME2AWE Platform 3 Adaptation Layer 3.1 Scope 3.2 Adaptable Game Elements 3.3 Machine Learning Models 4 Conclusions References ml-SFP: System Failure Prediction Method Based on Machine Learning 1 Introduction 2 Implementation Details 2.1 Overall Structure 2.2 System Status Information 2.3 Ml-SFP Execution Process 2.4 Characterizing Features 3 Performance Evaluation 4 Conclusion References Disruptive Technologies: The Spread of eGovernment in the European Union and Its Bottlenecks 1 Introduction 2 Conceptual Background 2.1 Governance 2.2 Public Value 2.3 Activities to Do 3 Methodology 4 Results and Discussion 5 Conclusions References How to Achieve Balance in the Life Cycle Equation of a Building? 1 Introduction 2 Methodology 3 Results 4 Result Interpretation 5 Conclusions References A Hierarchical Deep Learning Framework for Nuclei 3D Reconstruction from Microscopic Stack-Images of 3D Cancer Cell Culture 1 Introduction 2 Related Work 3 Materials and Methods 3.1 Dataset 3.2 Methods 4 Experimental Study 4.1 Spheroids Detection Performance 4.2 Nuclei Segmentation Performance 4.3 Qualitative Results: 3D Reconstruction 5 Conclusion References Beyond Data Quality: The Assessment of Data Utilization in Indonesian Telecommunication Industry 1 Introduction 2 Literature Review 3 Methodology 4 Result and Analysis 5 Summary References An Overview of Blockchain Technology for Intellectual Property Management 1 Introduction 2 Research Methodology 3 Literature Review 3.1 Blockchain 3.2 Consensus Mechanism 3.3 Blockchain Platforms 3.4 Smart Contracts 3.5 Blockchain in IP Management 4 Potential Off the Shelf Solutions 4.1 Binded 4.2 Proof of Existence 4.3 Brenstien 4.4 The Coalition of Automated Legal Applications—Intellectual Property Group (COALA IP) 4.5 The Coalition of Automated Legal Applications—Intellectual Property Group 5 The Challenges of Using Blockchain for Intellectual Property 5.1 Authenticity Problem 5.2 Provenance Problem 5.3 Royalty Stability Problem 6 Conclusions of the Study References Geoparks as Sites for Conservation, Education, and Development: A Bibliometric Review 1 Introduction 2 Methodology 3 Results 3.1 Indicators Associated with Journals 3.2 Indicators Associated with Countries 3.3 Indicators Associated with Authors 3.4 Keyword analysis 4 Conclusions References Forecast of Large Environmental Cycles of Economic Development References Developing a TinyML-Oriented Deep Learning Model for an Intelligent Greenhouse Microclimate Control from Multivariate Sensed Data 1 Introduction 2 Materials and Methods 2.1 Dataset Preparation 2.2 Model Development 3 Results and Discussion 3.1 Data Preparation 4 Conclusion and Recommendations References Analysis of the Socio-Economic Challenges of Informal Settlements in Msholozi, South Africa 1 Introduction 2 Literature Review 2.1 The Economic Challenges and Impact of Informal Settlements 2.2 The Social Challenges and Relative Satisfaction of Residents of Informal Settlement 3 Research Methodology 4 Results and Discussion 4.1 Factors that Contribute to the Rapid Increase in an Informal Settlement in Msholozi 4.2 Economic Challenges of Informal Settlement and Their Impact in Msholozi, Mbombela 4.3 Social Challenges and Relative Satisfaction of People Living in Msholozi Informal Settlement 5 Conclusion and Recommendations References Designing Internet of Things with Cooling System Sensor for Data Center in Consultation Company 1 Introduction 2 Literature Review 3 Research Methodology 4 Results and Discussion 4.1 Scenario 4.2 Results 5 Conclusion References Creation of a Children’s Application to Prevent Cyberbullying 1 Introduction 2 APP Content 2.1 Cyberbullying Awareness Videos 2.2 Digital Rights 2.3 Game to Prevent Cyberbullying 2.4 Song to Prevent Cyberbullying 2.5 Family Strategies to Prevent Cyberbullying 3 Discussion References OFDA: A Comprehensive and Integrated Approach for Predicting Estimated Delivery Time for Online Food Delivery 1 Introduction 2 Related Work 3 Important Factors Impacting Delivery Time 4 A Comparative Review of Few Online Food Process Delivery Models 5 Conclusions References IoT Smart Irrigation System for Precision Agriculture 1 Introduction 2 Literature Survey 3 Objective 4 System Design 4.1 System Architecture 4.2 Proposed Methodology 4.3 Implementation 4.4 Proposed System Components 4.5 Electric Circuit Diagram 5 Discussion and Future Work 6 Conclusion References Robot Wheels Controller System 1 Introduction 2 The Mecanum Wheeled Robot Moving Model and Analysis 2.1 The Mathematic Model of Mecanum Wheels 3 Design Control Systems for the Robot Platform with Mecanum Wheels 3.1 The Transfer Function Model of Mobile Platform with Mecanum Wheels 3.2 PID Controller 3.3 Fuzzy Neural Network Controller 4 Controlled System Simulation and Performance Analysis 4.1 Simulation of PID-Controlled Mobile Platform 4.2 Simulation of FNNC-Controlled Mobile Platform 4.3 Mobile Platform Way Point Tracking 5 Conclusion References A Multimodal Biometrics Secured ATM 1 Introduction 2 Literature Review 2.1 Fingerprint Secured ATMs 2.2 Face Secured ATMs 2.3 Multimodal Biometrics Secured ATMs 3 Methodology 3.1 Registration and User Data Collection 3.2 Authentication and Authorization 3.3 Hardware Systems 3.4 Software Systems 3.5 Database Systems 4 Results 5 Conclusion and Future Work References The Implementation of a Smart Home Security Network Using Internet of Things (IoT) System 1 Introduction 1.1 Project's Aim and Objectives 2 Literature Review 3 Methodology 3.1 Introduction to Project Methodology 3.2 General View 3.3 Hardware Description 3.4 Software Description 3.5 System Programming 4 Results and Discussion 5 System Security 6 Importance of the Project 7 Future Work 8 Conclusion References Natural Language Processing of South African Online Question-Answering Health Forum HIV and AIDS Dataset Using Topic Modeling 1 Introduction 2 Materials and Methods 2.1 Data Gathering, Cleansing, and Preprocessing 2.2 Topic Modeling 3 Results and Discussion 4 Conclusion References Blockchain Security and Calculation Improvements 1 Introduction 2 Proposed Idea, Used Algorithms, and Methods 2.1 A Standard Algorithm for Merkle-Root Hash Calculation 2.2 The Proposed Idea for Merkle-Root Hash Calculation 3 Experimental Environment 4 Results and Comparison 5 Conclusion 6 Further Research References Text Classification on Customer Review Dataset Using Support Vector Machine 1 Introduction 2 Related Work 3 Material and Methods 3.1 Data Collection and Analysis 3.2 Overview of Research Model 3.3 Support Vector Machine (SVM) 3.4 Performance Metrics for Evaluation (PME) 4 Results of Experiment and Discussion 5 Conclusion References System for Monitoring and Managing Electric Vehicles Charging Using IoT 1 Introduction 2 Related Work 3 Proposed System 3.1 System Design 3.2 System Implementation 4 Evaluation and Experimental Results 5 Conclusion References Semi-automatic Kinematization of 3D CAD Data Using a GRAFCET-Based Modeling Language 1 Introduction 2 State of the Art 3 Approach 3.1 Verbal Concept for Sequence Specification 3.2 Kinematization Concept 4 Prototypical Verification and Validation 4.1 Verification of the Requirements for the Verbal Concept 4.2 Validation of the Verbal Concept 4.3 Verification of the Requirements for Kinematization 4.4 Validation of the Kinematization Concept 5 Discussion 6 Conclusion References Using Machine Learning and NLP for the Product Matching Problem 1 Introduction 2 Related Work 3 Method 3.1 Business Understanding 3.2 Data Understanding 3.3 Data Preparation 3.4 Modeling 4 Results 5 Conclusion References Explainable Recommender Systems: From Theory to Practice 1 Introduction 2 Explainable Recommendations 2.1 Approaches to Generate Explainable Recommendations 2.2 Evaluating Explanations 3 Explainable Recommendation of Restaurants 3.1 Preparation of the Environment 3.2 Results 4 Conclusion References Using Tree-Based Gradient Boosting to Distinguish Between Lymphoma and COVID-19 1 Introduction 2 Methodology 2.1 Data Gathering and Pre-processing 2.2 Model Implementation 2.3 Model Evaluation 3 Results and Discussion 4 Conclusion References Value Proposal: A Participatory Brand Construction Model 1 Introductión 2 Methods and Material 3 Proposed Model 4 Conclusions References Study of Augmented Reality for the Development of Learning at the Primary Education Level 1 Introduction 2 Materials and Methods 2.1 Selection Criteria of the Sample or Subjects of the Study 2.2 Description of the Data Collection Tools Used 2.3 Validation of the Instruments Used 2.4 Data Information 3 Results 3.1 Phase 1: Survey and Interview of Elementary School Students 3.2 Phase 02: Analysis of the Results 4 Conclusion References Radish Freshness Classification Using Deep Learning 1 Introduction 2 Related Work 3 Materials and Methods 3.1 Dataset Creation 3.2 The Proposed Method 3.3 Data Augmentation 3.4 Models Used 3.5 Model Development Process 3.6 Evaluation Method 4 Results and Discussions 5 Conclusion References CNN-Based Freshness Grading of Mourala Fish (Amblypharyngodon Mola) 1 Introduction 2 Related Work 3 Materials and Methods 3.1 Dataset Creation 3.2 The Proposed Method 3.3 Data Augmentation 3.4 Analysed Models 3.5 Model Development Process 3.6 Evaluation Method 4 Results and Discussion 5 Conclusion References Computer Security and Audits as a Measure to Protect Our Information 1 Introduction 2 Methodology 3 Development 3.1 Physical Security 3.2 Types of Attacks 3.3 Logical Security 3.4 Computer Crimes 3.5 Computer Viruses 3.6 Preventive Mechanisms in Computer Security 4 Cybercrime in Peru 4.1 National Legislation 4.2 Computer Crime Statistics in Peru 5 Results 5.1 Proposal of the Correct Procedure to Carry Out Computer Audits 5.2 Procedure or Phases to Perform a Correct Audit References Computer Security, Importance and Scope in Organizations 1 Introduction 1.1 History of the Problem 2 Theoretical Framework 2.1 Access Controls 2.2 Identification and Authentication 2.3 Security Definition 2.4 Network Security Planning 2.5 Security Politics 2.6 Fraud Around Cryptoassets Will Continue to Increase 2.7 Technological Challenges for Companies 3 Method 3.1 Secure Networks 3.2 Biometric Indicators 4 Results References Impact of Technology on Eating Disorders 1 Introduction 2 Epidemiological Aspects 2.1 Pathophysiological Aspects 2.2 Psychological Aspects 3 Eating Disorders 3.1 Anorexia Nervosa 3.2 Bulimia Nervosa 3.3 Avoidant/Restrictive Eating Disorder 4 Other Food Abnormalities 4.1 Vigorexia 4.2 Overweight and Obesity 4.3 Impact of Technology on Eating Disorder 5 Conclusions References OCD: On-Demand Ordering Food Through Online Crowdsourcing 1 Introduction 2 Related Work 3 Problem Definitions and Mathematical Model 4 Experimental Results for Real-World Instances 5 Conclusion and Future Work References The Security Algorithm ES-BR22-001 Used to Secure the Health Data 1 Introduction 2 Related Work 3 Methodology 4 Result Analysis 5 Conclusion References Arabic Hate Speech Identification by Enriching MARBERT Model with Hybrid Features 1 Introduction 2 Related Work 3 Methodology 3.1 Pre-processing Phase 3.2 Inferring Personality Features from AraPersonality Dataset 3.3 Static Word Embedding 3.4 Contextualized Embedding Model 3.5 Combining MARBERT with Hybrid Features 4 Experiment Analysis and Results 4.1 Datasets 4.2 Results 5 Conclusions References Impact Prediction of Online Education During COVID-19 Using Machine Learning: A Case Study 1 Introduction 2 Related Work 3 Research Methodology 3.1 Data Collection and Description 3.2 Machine Learning Classifiers 3.3 Implementation Procedure 4 Experimental Results and Discussion 5 Conclusions References Analysis of Throughput Gain in Multi-tier Heterogeneous Networks 1 Introduction 2 Related Work 3 Motivation and Contribution 4 System Model 4.1 Channel Model 4.2 SIR Calculation 4.3 Throughput Gain 5 Performance Evaluation 6 Conclusions References Nonlinear Spectral Processing of GPR Signals 1 Introduction 2 Problem Statement of Nonlinear Spectral Processing of GPR Signals 3 Basic Problem Solution 4 Results and Discussion 5 Conclusion References SMC Controller Design for DC Motor Speed Control Applications and Performance Comparison with FLC, PID and PI Controllers 1 Introduction 2 DC Motor Mathematical Model 2.1 Modelling of Sliding Mode Controller for DC Motor Speed Control 2.2 Fuzzy Logic Control Designing 3 Simulation Results 4 Conclusion References Data-Medi: A Web Database System for E-Health 1 Introduction 2 Literature Review 3 Database Structure and Design 4 Results 5 Conclusion References An ICT-Based Decision Support System (DSS) for the Safety Transport of Dangerous Goods along the Liguria and Tuscany Mediterranean Coast 1 Introduction 2 LOSE+ Web-GIS Platform 2.1 Design and Implementation for the LOSE+ System 2.2 Data Collection and Visualization 2.3 Decision Support System for Consequence Analysis 3 Conclusion References Infrastructure and Computation in a Smart City as e-Government Contemporary Competence 1 Introduction 2 Smart City as a Part of Modern Media e-Governance 3 e-Government Role in a Smart City 4 Conclusion References Interpretable Stroke Risk Prediction Using Machine Learning Algorithms 1 Introduction 2 Literature Review 3 Proposed Mechanism 3.1 Mechanism’s Overall Architecture 3.2 Mechanism’s Functionalities 4 Experimentation 4.1 Dataset 4.2 Experimental Results 5 Conclusions References Hybrid Art as a Result of Synthesis of Art and Technologies 1 Hybridity as an Important Principle of Modern Art 2 Understanding Hybrid Art in the Context of Algorithmic and Fractal Aesthetics 3 Bio Art as a Type of Hybrid Art 4 Conclusion References Optimized Hybrid Multicriteria Decision Methodology for Wireless Sensor Networks 1 Introduction 2 Model Description 2.1 Optimized Hybrid Model based on Neural Networks—New Perspective 3 Discussion 4 Conclusions References User Experience Analysis in Obstacle Clearance Tasks in Virtual and Mixed Reality Environments 1 Introduction 2 Related Work 3 Experiment Setup 3.1 Device Description 3.2 Virtual Reality Obstacle Clearance Application 3.3 Mixed Reality Obstacle Clearance Application 3.4 Participants 3.5 Research Process 3.6 Data Collection 4 Results 5 Discussion 6 Conclusion References An Object-Oriented Agent Framework for SCADA 1 Introduction 2 An Intelligent SCADA 2.1 SCADA Functions 2.2 System Architecture 3 Modeling of Our Agent-Based SCADA 3.1 The Merit of Object-Oriented Concepts 3.2 Object-Oriented Design of Our Agent-Based SCADA 3.3 Modeling a Device Object and Its States 4 The Intelligent Agent 5 SCADA Experimentation 6 Conclusion References Future of E-Commerce: A Robust Review 1 E-Commerce Industry in India 1.1 Introduction 1.2 Current and Future Market and Growth Prospects 1.3 The Scope and Models of E-Commerce 1.4 Decisive Success Factors of E-Commerce 1.5 Advantage and Disadvantages of E-Commerce 2 Literature Review 3 Research Methodology Adopted 4 Findings 5 Conclusion References Efficient Shapely Explanation of Support Vector Regression for Agile and Non-agile Software Effort Estimation 1 Introduction 1.1 Background 2 Related Works 3 Research Design and Methods 3.1 Dataset Description 3.2 SHAP and Shapely Values Explanation 3.3 Global Interpretability Methods 3.4 Local Interpretability Methods 4 Results 4.1 Global Interpretability Methods 4.2 Local Interpretability Methods 5 Threats to Validity 5.1 External Validity 5.2 Construct Validity 6 Conclusion and Future Work References Classification of the DLT Consensus Algorithms with Focus on Blockchain 1 Introduction 2 A Literature Review 2.1 Preparation 2.2 Exploration 3 Classifications 4 Future Work References 4.0 Upkeep for Oil Pipelines in the Petroleum Industry: A Scoping Review 1 Introduction 2 Methodology 2.1 Research Questions 2.2 Document Search 2.3 Paper Selection 3 Results 3.1 Literature Review 4 Discussion 5 Conclusions References Toward an NLP Approach for Transforming Paper Contracts into Smart Contracts 1 Introduction 2 Related Works 3 Dataset Description 4 Experiments and Results 4.1 BiLSTM 4.2 BERT 4.3 Relation Extraction 5 Conclusion References Edge-Enabled Prognosis Using Cognitive Ensemble Machine Learning Model for Time Constraint Applications 1 Introduction 1.1 Ensemble Machine Learning 2 Literature Review 3 Background 3.1 Gradient-Based One-Side Sampling (GOSS) 3.2 Exclusive Feature Bundling (EFB) 3.3 Proposed Cognitive Ensemble Model 4 Experimentation 4.1 Feature Analysis 4.2 Data Preprocessing 4.3 Data Fragmentation 4.4 Apply Ensemble Learning Technique 4.5 Apply LightGBM 5 Results and Evaluation 6 Experimental Analysis 7 Conclusion References Augmented Reality in E-Commerce: The New Era of Online Shopping 1 Introduction 2 Augmented Reality: Definition 3 Statistics of AR in E-Commerce 4 Benefits of Augmented Reality in E-Commerce 5 Enhance Customer Engagement 6 Product Experience Immersion 7 Personalize Buying Experience 8 Lower Return Rates 9 Reducing Hygiene Issues 10 Boost Adaptation Rates 11 Brands Using Augmented Reality in E-Commerce 12 Lenskart’s Virtual Reality Experience 13 IKEA Studio App. 14 Amazon Salon—Hair Colouring 15 Lakmé Virtual Try On 16 Market Trend of Online Shopping Based on Augmented Reality 17 Advantage of AR Technology in E-Commerce 18 Disadvantages of Augmented Reality Technology Application 19 User’s Psychological Acceptance of AR Technology 20 Conclusion References