Innovative Technologies in Intelligent Systems and Industrial Applications: CITISIA 2022 (Lecture Notes in Electrical Engineering, 1029)

✍ Scribed by Subhas Chandra Mukhopadhyay (editor), S.M. Namal Arosha Senanayake (editor), P.W. Chandana Withana (editor)

• Publisher: Springer
• Year: 2023
• Tongue: English
• Leaves: 977
• Category: Library

✦ Synopsis

This book presents the proceedings of the 7th International Conference on Innovative Technologies in Intelligent Systems & Industrial Application (CITISIA), held in virtual mode in Kuala Lumpur, Malaysia, and Sydney, Australia on November 16-18, 2022. It showcases advances and innovations in Industry 4.0, smart society 5.0, mobile technologies, smart manufacturing, smart data fusion, hybrid intelligence, cloud computing, and digital society.

✦ Table of Contents

Preface
Contents
About the Editors
Societal Impact Using Novel Neural Network Architectures and Machine Learning Algorithms
Intelligent Small Scale Autonomous Vehicle Development Based on Convolutional Neural Network (CNN) for Steering Angle Prediction
1 Introduction
2 Related Work
3 Proposed Method
4 Experimental Setup
5 Result and Discussion
5.1 Parameter Selection
5.2 Steering Performance
6 Conclusion
References
Histogram of Oriented Gradients (HOG) and Haar Cascade with Convolutional Neural Network (CNN) Performance Comparison in the Application of Edge Home Security System
1 Introduction
2 Background and Related Work
2.1 Background
2.2 Related Work
3 Research Method and Implementation
4 Result and Analysis
4.1 Result
4.2 Analysis
5 Conclusion
References
Comparison of K-Nearest Neighbor and Support Vector Regression for Predicting Oil Palm Yield
1 Introduction
2 Related Works
3 Theoretical Statistics
3.1 Min–Max Normalization
3.2 Z-score Standardization
3.3 Model Evaluation Method
4 Dataset and Experiment Setup
4.1 Dataset Description
4.2 Experiment Setup
5 Results and Discussions
5.1 Correlation Analysis for Feature Selection
5.2 Experiment Results and Discussions
6 Conclusion
References
Application of Convolution Neural Network for Plastics Waste Management Using TensorFlow
1 Introduction
2 Related Work
3 Research Methodology
3.1 TensorFlow
3.2 Convolution Neural Network
3.3 Dataset
3.4 Proposed Method
4 Result and Discussion
4.1 Pre-processing Dataset
4.2 Training CNN
4.3 Experiment
5 Conclusion and Future Work
References
Study on Optimal Machine Learning Approaches for Kidney Failure Detection System Based on Ammonia Level in the Mount
1 Introduction
2 Proposed Kidney Failure Detection System
2.1 Data Processing
2.2 Pattern Classification and Model Development
3 Experimental Result and Discussion
3.1 Data Processing
3.2 Data Classification and Identification Method
4 Conclusion
References
Understanding the Influential Factors on Multi-device Usage in Higher Education During Covid-19 Outbreak
1 Introduction
2 Literature Review
3 Methods and Data Collection
4 Result
5 Discussion
6 Conclusion
References
Society with Trust: A Scientometrics Review of Zero-Knowledge Proof Advanced Applications in Preserving Digital Privacy for Society 5.0
1 Introduction
2 Materials and Methods
3 Scientometric Results
4 Discussions
4.1 Advanced Applications
4.2 Society 5.0 Through the Lens of Social Psychology
5 Conclusion and Future Works
References
Mixed Reality Approaches for Real-World Applications
Validation of Augmented Reality Prototype for Aspects of Cultural Learning for BIPA Students
1 Introduction
2 Method
3 Results and Discussion
4 Conclusion
References
The Impact of Different Modes of Augmented Reality Information in Assisted Aircraft Cable Assembly
1 Introduction
2 AR-Assisted Cable Assembly Development
2.1 Software and Hardware Implementation
2.2 Test Platform
3 Test Case
3.1 Task Settings
3.2 AR Information Modes
3.3 Data Collection
3.4 Results
4 Conclusion
References
Toward Learning Factory for Industry 4.0: Virtual Reality (VR) for Learning Human–Robot Collaboration
1 Introduction
2 Design Issue in Human–Robot Collaboration
3 Digital Human Modeling (DHM) Tools
3.1 Test Case on Human Simulation
3.2 Case on Human–Robot Collaboration
4 Development of a Virtual Learning Platform
4.1 Implementation
5 Conclusion
References
Analysing the Impact of Support Plans on Telehealth Services Users with Complex Needs
1 Introduction
2 Related Work
3 Methodology
3.1 Dataset
3.2 Clustering Analysis
3.3 Period Define
4 Result
4.1 Sample Characteristics
4.2 Clustering Results
4.3 Calling Patterns Change
5 Discussion
6 Conclusion
References
Trend and Behaviour Changes in Young People Using the New Zealand Mental Health Services
1 Background and Related Work
2 Methodology
3 Results and Evaluation
3.1 Overall Trends Across Mental Health Services and Trends for Young People
3.2 Trends in Demographic Characteristics of Contacts to The Mental Health Services
3.3 Trends in Behavior at Contact to The Mental Health Services
3.4 Trends in Risk at Contact to The Mental Health Services
4 Discussion
5 Conclusion
References
Hybrid Data Security Models for Smart Society
Securing Cloud Storage Data Using Audit-Based Blockchain Technology—A Review
1 Introduction
2 Literature Review
2.1 Related Work
2.2 An Overview of Blockchain Technology
3 Existing Technique of Blockchain-Based Auditing Schemes Cloud Storage Data
3.1 Blockchain-Based Cryptographic Technique for Cloud Storage
3.2 Blockchain-Based Data Integrity Checking Technique for Cloud Storage Service
3.3 Blockchain-Based Access Control for Cloud Storage Data
3.4 Auditing Scheme in Blockchain-Based Cloud Storage Data
3.5 Security and Privacy Issues in Blockchain-Based Cloud Storage Data
4 Discussion
4.1 Problem Overview
4.2 Blockchain-Based Auditing Pros and Cons
4.3 Adapted Framework
5 Future Works
6 Conclusion
Appendix: Abbreviations
References
Data Security in Hybrid Cloud Computing Using AES Encryption for Health Sector Organization
1 Introduction
2 Literature Review
3 Proposed DSE Taxonomy
4 DSE Classification
5 DSE Validation and Evaluation
6 Discussion
7 Conclusion
References
Cyber Warfare: Challenges Posed in a Digitally Connected World: A Review
1 Introduction
2 Research Methodology
2.1 Definitions
3 Literature Review
3.1 Vulnerability Within IoT Infrastructure
3.2 Influence of Artificial Intelligence Within Cyberspace
3.3 Vulnerabilities and Challenges in Connected Vehicles
3.4 Vulnerabilities and Challenges in Unmanned Aerial Vehicles (UAV)
4 Discussion
5 Limitations and Future Work
6 Conclusion
References
Surveilling Systems Used to Detect Lingering Threats on Dark Web
1 Introduction
1.1 Research Justification and Flow of Content
1.2 The Infamous Dark Web and TOR
2 Literature Review
3 Existing Tools to Monitor Dark Web Activity and Findings
3.1 Metrics for Comparison Purposes
4 Results
5 Conclusion
References
Early Attack Detection and Resolution in Sensor Nodes to Improve IoT Security
1 Introduction
1.1 Methodology
2 Literature Review
2.1 Attacks, Inputs, and Vulnerabilities
2.2 Technology
3 Enhancements and Outputs
4 Component Table and Classification
5 Future Work
6 Conclusion
Appendix: Abbreviations
References
Exploring Cyber Security Challenges of Multi-cloud Environments in the Public Sector
1 Introduction
1.1 Methodology
2 Literature Review
2.1 Culture
2.2 Technology
3 Evaluation
4 Discussion
4.1 Culture
4.2 Technology
5 Future Work
6 Conclusion
References
Data Security Risk Mitigation in the Cloud Through Virtual Machine Monitoring
1 Introduction
2 Literature Review
3 Taxonomy for Data Security in the Cloud Through Virtual Machine Monitoring
3.1 Proposed System—AVM (Authentication, Verification, and Mitigation)
4 Classification, Validation & Evaluation Analysis Table
5 Validation and Evaluation
6 Discussion
6.1 Authentication
6.2 Verification
6.3 Mitigation
6.4 Data Security Scenario
7 Conclusion
References
Synergy of Signal Processing, AI, and Ml for Systems
Analysis of Knocking Potential Based on Vibration on a Gasoline Engine for Pertalite and Pertamax Turbo Using Signal Processing Methods
1 Introduction
2 Method
2.1 Measurements
2.2 Signal Processing
3 Result and Discussion
3.1 FFT-Based Analysis
3.2 Time-Domain-Based Analysis
4 Conclusion
References
AI-Based Video Analysis for Driver Fatigue Detection: A Literature Review on Underlying Datasets, Labelling, and Alertness Level Classification
1 Introduction
2 Methodology
3 Results and Discussion
3.1 Current Reliability Issues of Video-Based Fatigue Detection
3.2 Recommendations to Improve the Reliability of AI-Based Video Analysis
4 Conclusion and Further Research
References
A Study of Information and Communications Technology Students e-Platform Choices as Technopreneur
1 Introduction
2 Literature Study
2.1 Technopreneurship
2.2 Business Platform
2.3 Information and Communication Technology Platform
3 Methodology
4 Results and Discussions
4.1 Choice of Business Platform
4.2 Choice of IT platform
5 Conclusion
References
Occupational Safety and Health Training in Virtual Reality Considering Human Factors
1 Introduction
2 Literature Review
2.1 Occupational Safety and Health (OSH)
2.2 Virtual Reality (VR)
2.3 VR for Safety and Health Training
3 Methods
4 Result and Discussion
5 Conclusion
References
Block Chain Technology and Internet of Thing Model on Land Transportation to Reduce Traffic Jam in Big Cities
1 Introduction
2 Literature Review
2.1 Block Chain Technology
2.2 Internet of Thing
2.3 GIS (Geographical Information System)
3 Previous Research
3.1 Internet of Thing and Transportation
3.2 Block Chain and Transportation
4 Research Methods
5 Result and Discussion
6 Conclusion
References
A Marketing Strategy for Architects Using a Virtual Tour Portfolio to Enhance Client Understanding
1 Introduction
2 Methodology
3 Result and Discussion
3.1 Designing Layout Plan
3.2 Rendering 3D Modelling in Perspective
3.3 Developing 360 Imagery in Virtual Tour
3.4 Appropriate Presentation Gains Sustainable Design
4 Conclusion
References
Bee AR Teacher Framework: Build Augmented Reality Independently in Education
1 Background
2 Literature Review
2.1 Augmented Reality
2.2 Augmented Reality and Pedagogy in Special Education Framework
2.3 Learning Analytics Framework for AR
3 Bee AR Teacher Solution and Discussion
3.1 Technologies
3.2 Operations
3.3 Human Resources
4 Conclusion and Recommendation
References
Performance Evaluation of Coffee Bean Binary Classification Through Deep Learning Techniques
1 Introduction
2 Research Methodology
2.1 Pre-processing the Dataset
2.2 Architectures of the CNN Models Used
2.3 Evaluation Metrics and Performance Analysis
3 Experimental Results
4 Conclusion
References
Sustainable Material-Based Bedside Table Equipped with a Smart Lighting System
1 Introduction
2 Methodology
3 Result and Discussion
3.1 Designing and Manufacturing the Bedside Table
3.2 Embedding Smart Lighting System Using Arduino Uno
3.3 Usability Test
3.4 Sustainable Product Design
4 Conclusion
References
Malang Historical Monument in HIMO Application with Augmented Reality Technology
1 Introduction
2 Methods
2.1 Analysis
2.2 Design
2.3 Development
2.4 Implementation
2.5 Evaluation
3 Results and Discussion
3.1 Design and Development of HIMO AR Application Using Unity
3.2 Testing of HIMO AR Application
4 Conclusions
References
A Gaze-Based Intelligent Textbook Manager
1 Introduction
2 Related Work
3 Eye Tracking Technologies in Human Computer Interaction
4 Gaze-Based Intelligent Textbook Manager Development
5 Tests and Results
6 Discussion and Conclusions
References
Advanced System Modeling for Industry Revolution
Aligning DevOps Concepts with Agile Models of the Software Development Life Cycle (SLDC) in Pursuit of Continuous Regulatory Compliance
1 Introduction
1.1 Methodology
2 Literature Review
2.1 Aligning Agile and DevOps
2.2 Aligning Regulation and Requirement Engineering
2.3 Compatibility of Agile/DevOps with Regulation requirements
2.4 Emerging Forms of DevOps
2.5 Towards Continuous Compliance
3 Discussion
4 Limitations and Future Work
5 Conclusion
Appendix
References
Decentralized Communications for Emergency Services: A Review
1 Introduction
1.1 Methodology
2 Literature Review
2.1 Blockchain Technology
2.2 Blockchain Operational Types
2.3 Consensus Protocol
2.4 IPFS Technology
2.5 Smart Contracts
2.6 Blockchain Security
2.7 Blockchain Oracles
3 Discussion
3.1 Framwork
3.2 Future Work
4 Conclusion
Appendix A
References
Assessing Organisational Incident Response Readiness in Cloud Environments
1 Introduction
2 Research Methodology
3 Literature Review
3.1 High Level/Meta Models
3.2 Platform-specific Processes
3.3 Procedural Considerations
4 Discussion
5 Conclusion
References
Industrial Internet of Things Cyber Security Risk: Understanding and Managing Industrial Control System Risk in the Wake of Industry 4.0
1 Introduction
2 Methodology
3 Literature Review
3.1 IIoT and Industry 4.0
3.2 IT and OT Risk
3.3 IIoT Cyber Threats
3.4 IIoT Edge Devices
3.5 Security Monitoring
3.6 IT/OT Convergence
3.7 Frameworks and Standards
4 Future Work
5 Conclusion
References
Color Image Encryption Employing Cellular Automata and Three-Dimensional Chaotic Transforms
1 Introduction
2 Cellular Automata
3 The 3D Chaotic Maps
3.1 3D Arnolds Cat Map
3.2 3D Logistic Map
3.3 3D Modular Chaotic Map (3DMCM)
4 DNA Encryption
5 Proposed Encryption Technique
5.1 Permutation Process
5.2 Diffusion Process
6 Results and Discussion
6.1 Histogram Analysis
6.2 Entropy Information
6.3 Differential Attack Analysis
7 Conclusion
References
Privacy and Security Issues of IoT Wearables in Smart Healthcare
1 Introduction
2 Literature Review
3 Research Method
3.1 Structure of the Research Method
3.2 Research Methodology and Data Collection
4 Analysis and Results
5 Conclusion
References
A Novel Framework Incorporating Socioeconomic Variables into the Optimisation of South East Queensland Fire Stations Coverages
1 Introduction
2 Maximal Covering Location Problem (MCLP)
3 Proposed Approach: The Socioeconomic Facility Location Optimisation Framework
3.1 Robust Backward Stepwise Regression Modelling
3.2 MCLP-Implicit Modelling
3.3 Proposed Metaheuristic Solution Algorithm
4 Discussion and Conclusion
References
IoT and Cybersecurity for Smart Devices
The Illicit Use of Cryptocurrency on the Darknet by Cyber Criminals to Evade Authorities
1 Introduction
1.1 Research Approach
1.2 Methodology
2 A Primer on Cryptocurrencies with Enhanced Privacy Features
2.1 Monero and Zcash
2.2 Anonymity
3 Cryptocurrencies on Illicit Darknet Marketplaces
4 Regulation and Law Enforcement of Cryptocurrency Crime
5 Decentralized Exchanges and Money Laundering
6 Future Work
7 Conclusion
References
The Integration and Complications of Emerging Technologies in Modern Warfare
1 Introduction
1.1 Research Methodology
2 Literature Review
2.1 Command, Control, Communications and Intelligence Frameworks
2.2 Cyberwarfare Technologies
2.3 Existing State Policies and Strategies
2.4 Potential Consequences of Cyber Warfare
3 Discussion
4 Future Work
5 Conclusion
References
Development of “RURUH” Mobile Based Application to Increase Mental Health Awareness
1 Introduction
2 Literature Review
3 Research Method
4 Result and Discussion
4.1 UAT Evaluation
5 Conclusion
References
User Experience Analysis of Web-Based Application System OTRS (Open-Source Ticket Request System) by Using Heuristic Evaluation Method
1 Introduction
2 Literature Review
3 Research Methodology
4 Result and Discussion
5 Conclusion
References
Review for Person Recognition Using Siamese Neural Network
1 Introduction
1.1 Objectives
2 Prior Work
2.1 A Face Recognition Algorithm
2.2 Few Shots Learning Using Siamese NN
2.3 Loss Function
3 Experiments
4 Conclusions
References
Thermal Condition Evaluation of Farmhouse Using Ecotect Analysis as an Effort to Optimize Cultural Activity of Enclave Villagers (Case Study: Ngadas, Bromo Tengger Semeru National Park)
1 Introduction
2 Method
3 Result and Discussion
3.1 Typology of Farmhouses in Ngadas Village
3.2 Thermal Condition Analysis Results
3.3 Recommended Farmhouse Layout and Interior
4 Conclusion
References
Intelligent Home Monitoring System Using IoT Device
1 Introduction
1.1 Population Growth and Suburbanization
1.2 Crimes Increase in Pandemic Covid Era
1.3 Secure Home with Smart Devices
2 Methodology
2.1 Block Diagram Whole Systems
2.2 Flow Diagrams Whole Systems
2.3 Flow Diagram ESP32Cam
2.4 Application on Android Smartphone
3 Prototype
4 Result
5 Conclusions
References
Contactless Student Attendance System Using BLE Technology, QR-Code, and Android
1 Introduction
2 System Architecture
2.1 System Block Diagram
3 Results and Discussion
3.1 System Implementation
3.2 Experiments
4 Conclusions
References
Factors Influencing the Intention to Use Electronic Payment Among Generation Z in Jabodetabek
1 Introduction
2 Literature Review
2.1 E-Payment
2.2 Technology Acceptance Model (TAM)
2.3 Perceived Security
2.4 Perceived Risk
2.5 Perceived Ease of Use
2.6 Perceived Usefulness
2.7 Perceived Satisfaction
2.8 Behavioral Intention
3 Materials and Methods
4 Data Analysis and Result
5 Conclusion
References
Recent Advances in AI for Digital Innovations
Shirt Folding Appliance for Small Home Laundry Service Business
1 Introduction
2 Previous Works
3 System Design
3.1 System Diagram
3.2 System Components
3.3 System Operations
4 Results and Discussions
4.1 Maximum Shirt Weight Data
4.2 Time for Folding Shirt of Different Sizes
4.3 Comparison Manual and Automatic Process
5 Conclusion
References
Artificial Intelligence as a New Competitive Advantage in Digital Marketing in the Banking Industry
1 Introduction
2 Literature Review
3 Methodology
4 Results and Discussion
4.1 Marketing Trends
4.2 Marketing Practices
5 Conclusions
References
Digital Supply Chain Management Transformation in Industry: A Bibliometric Study
1 Introduction
2 Literature Review
2.1 Technology in Supply Chain Digital
3 Methods
4 Data Collection
5 Result and Discussion
6 Conclusion
References
Development of Wireless Integrated Early Warning System (EWS) for Hospital Patient
1 Introduction
2 Proposed System
3 Experiment Result and Discussion
4 Conclusion
References
Hexapod Robot with Indoor Path Planning Using ROS Navigation Stack on a Static Map
1 Introduction
2 Methods
2.1 ROS Navigation Stack on ROS Master (PC)
2.2 ROS Navigation Stack Simulation Design
2.3 Robot’s Hardware Design
2.4 ROS on Robot’s Raspberry Pi
2.5 Robot’s Kinematics Driver and Raspberry Pi ROS Interface Code
2.6 ROS Master and ROS Raspberry Pi Connection
2.7 ROS Navigation Stack “Local Planner” Code
2.8 Performance Test
3 Result and Discussion
3.1 ROS Navigation Stack Simulation
3.2 Hardware Design
3.3 Robot’s Kinematics Interpolation
3.4 Performance Test
4 Conclusion
References
Detect the Use of Real-Masks with Machine Acquiring Using the Concept of Artificial Intelligence
1 Introduction
2 Literature Review
3 Research Method
4 Result and Discussion
5 Conclusion
References
Development of Indoor Positioning Engine Application at Workshop PT Garuda Maintenance Facilities Aero Asia Tbk
1 Introduction
2 Related Work
3 Methodology
4 Result and Discussion
4.1 Requirement Analysis
4.2 Design
4.3 Black Box Testing
5 Conclusion
References
Analysis and Design of Information System E-Check Sheet
1 Introduction
2 Related Work
3 Research Methodology
4 Result and Discussion
4.1 Communication (Data Collection)
4.2 Analysis Business Process
4.3 Design
5 Conclusion
References
Analysis of Request for Quotation (RFQ) with Rejected Status Use K-Modes and Ward’s Clustering Methods. A Case Study of B2B E-Commerce Indotrading.Com
1 Introduction
1.1 Big Data
1.2 Knowledge Discovery in Database (KDD)
1.3 Data Mining
1.4 Clustering
1.5 K-Modes Clustering
1.6 Phyton Programming
2 Research Method
2.1 Research Diagram
3 Result and Discussion
3.1 Data Preparation
3.2 K-Modes Clustering
3.3 Average-Linkage Clustering
3.4 Ward’s Clustering
3.5 Validity Result of Clustering with Silhouette Coefficient
3.6 Discussion Result
4 Conclusion
References
Innovation Design of Lobster Fishing Gear Based on Smart IoT with the TRIZ (Teoriya Resheniya Izobreatatelskikh Zadatch) Approach
1 Introduction
2 Methods
2.1 Early Identification Stage
2.2 Data Collection and Processing Stage
3 Results
3.1 Identification of Fishermen’s Condition
3.2 TRIZ Results
3.3 Product Design
4 Discussion
4.1 Tool Design Analysis
4.2 Effect of Tool Presence
5 Conclusions
References
Controllable Smart Locker Using Firebase Services
1 Introduction
2 Research Method
3 Result and Analysis
4 Conclusion
References
Controllable Nutrient Feeder and Water Change System Based on IoT Application for Maintaining Aquascape Environment
1 Introduction
2 Research Method
3 Results and Discussion
4 Conclusion and Future Works
References
Website Personalization Using Association Rules Mining
1 Introduction
2 Theoretical Review
2.1 Web Mining
2.2 Association Rules Mining
3 Research Method
4 Results and Analysis
5 Conclusion
References
Adoption of Artificial Intelligence in Response to Industry 4.0 in the Mining Industry
1 Introduction
2 Literature Review
3 Methodology
4 Result and Discussions
4.1 Establish Project and Team Structure
4.2 Understanding the Performance Baseline of Operations
4.3 Sourcing of Vendor that Has the Capability of Building Artificial Intelligence
4.4 Identify Critical Success from Project
4.5 Identify Data Drivers that Cause Fuel Consumption Increase
4.6 Data Collection Technique
4.7 Research and Review How Data Interrelate with Each Other
4.8 Learning Insight Data Pattern
4.9 Deciding Which Parameter Want to Monitor and Translates into Action
5 Conclusions
References
AI and IoT for Industry Applications
IoT in the Aquaponic Ecosystem for Water Quality Monitoring
1 Introduction
2 Research Method
2.1 System Design
2.2 Communication Design
3 Result and Discussion
4 Conclusion
References
IoT Based Methods for Pandemic Control
1 Introduction
2 Methodology
3 Literature Review
3.1 Components
3.2 Components Table
3.3 Classification Table
3.4 IoT Solutions
3.5 Overall Architecture
3.6 IoT Solutions Table
4 Discussion
4.1 Input
4.2 Processing
4.3 Output
5 Recommendations
6 Future Work
7 Conclusion
References
Identifying Renewable Energy Sources for Investment on Sumba Island, Indonesia Using the Analytic Hierarchy Process (AHP)
1 Introduction
2 Literature Review
3 Methodology
4 Analysis and Discussion
5 Conclusion and Limitations
References
Light Control and Monitoring System Based on Internet of Things
1 Introduction
2 Proposed Light Control System
2.1 Network Topology
2.2 Control Hardware for Terrace Lamp
2.3 Control Hardware for Lights in Computer Laboratory
3 Results and Analysis
3.1 Conventional Experiments
3.2 Experiments with the Proposed System
3.3 Comparison of Conventional and Proposed System
4 Conclusion
References
Transfer Learning Approach Based on MobileNet Architecture for Human Smile Detection
1 Introduction
2 Method
2.1 Face Image and Dataset
2.2 Convolutional and Pooling
2.3 Fully Connected Layer
2.4 Activation
2.5 Dataset
3 Result and Analysis
3.1 Training Section
3.2 Analysis and Discussion
4 Conclusion
References
Breakdown Time Prediction Model Using CART Regression Trees
1 Introduction
2 Data Processing and Results
2.1 CART Regression Tree
2.2 Data Visualization
3 Conclusion
References
Video Mapping Application in Sea Life Experience Interior Design as Education and Recreation Facilities
1 Introduction
2 Methodology
3 Results and Discussions
4 Conclusion
References
The Approach of Big Data Analytics and Innovative Work Behavior to Improve Employee Performance in Mining Contractor Companies
1 Introduction
2 Literature Review
2.1 Big Data Analytics
2.2 Innovative Work Behavior
2.3 Employee Performance
3 Methods
4 Result and Discussion
4.1 Sample Description
4.2 Reliability and Validity Through the Outer Value Model
4.3 Hypothesis Testing
4.4 Discussion
5 Conclusion
References
Emotion Recognition Based on Voice Using Combination of Long Short Term Memory (LSTM) and Recurrent Neural Network (RNN) for Automation Music Healing Application
1 Introduction
2 Proposed System
2.1 Mel Frequency Ceptral Coefficient (MFCC)
2.2 Recurrent Neural Network (RNN)
2.3 Long Short Term Memory Algorithm (LSTM)
2.4 Music Healing Method
2.5 Music Healing Application
3 Experimental Result
4 Conclusion
References
A Systematic Review of Marketing in Smart City
1 Introduction
2 Methods
3 Results and Discussion
3.1 Annual Publications
3.2 Geographical Contexts
3.3 Multilevel and Industry Analysis
3.4 Perspective Analysis
4 Conclusions
References
Design and Development Applications HD’R Comic Cafe Using Augmented Reality
1 Introduction
2 Methods
2.1 Research and Development Design
2.2 System Design
3 Results and Discussion
3.1 Analysis of Existing Studied
3.2 3D Design Result
3.3 Application Design Preparation
3.4 Implementation Results
3.5 Functionality Testing
4 Conclusions
References
Portable Waste Bank for Plastic Bottles with Electronic-Money Payment
1 Introduction
2 Research Methodology
2.1 Research Flowchart
2.2 Preliminary Research
3 Results and Discussion
3.1 Waste Bank Portable System Flowchart
3.2 Component Analysis and Design
3.3 Waste Bank Prototype
3.4 Use Case Diagram
3.5 Entity Relationship Diagram
3.6 SmartWaste Website-Based Application
4 Conclusion
References
Evaluation of Branding Strategy in Automotive Industry Using DEMATEL Approach
1 Introduction
2 Literature Review
2.1 Brand Loyalty and Brand Trust Through Hedonic Value
2.2 Decision-Making Trail and Evaluation Laboratory (DEMATEL)
2.3 The Case of the Automotive Industry in Indonesia
3 Research Method
4 Results
5 Conclusion
References
IoT Based Beverage Dispenser Machine
1 Introduction
2 Research Method
3 Result and Discussion
4 Conclusion
References
The Implementation of the “My Parking” Application as a Tool and Solution for Changing the Old Parking System to a Smart Parking System in Indonesia
1 Introduction
2 Literature Review
3 Methodology
3.1 Data Collection
3.2 Designing Flowchart
3.3 Designing User Interface
4 Result and Discussion
4.1 Flowchart
4.2 Data Processing Diagram
4.3 User Interface of My Parking
5 Conclusion
References
Knowledge-Based IoT and Intelligent Systems
Study of Environmental Graphic Design Signage MRT Station Blok M
1 Introduction
2 Research Methodology
3 Environmental Graphic Design
4 Realis Type and Image
5 Signage Pyramid Method
6 Environmental Graphic Design Signage MRT Blok M Station
7 Conclusion
References
Church Online Queuing System Based-On Android
1 Introduction
2 Literature Review
2.1 Queueing System
2.2 Application Program Interface (API)
2.3 Flutter
2.4 Software Development Life Cycle (SDLC)
2.5 Unified Modeling Language (UML)
2.6 Evaluation
2.7 Previous Research
3 Research Methods
4 System Design
5 Result and Discussion
5.1 System Specification
5.2 Application Installation
5.3 Application Flow
5.4 Evaluation
6 Conclusion
References
Tourism Recommendation System Using Fuzzy Logic Method
1 Introduction
2 Literature Review
2.1 Tulungagung District
2.2 Fuzzy Logic Method
2.3 System Evaluation Methods
2.4 Previous Research
3 Research Methods
3.1 Fuzzy Tahani Methods
4 Result and Discussion
4.1 Features
4.2 Fuzzy Trial
4.3 Recommendation Accuracy
5 Conclusion
References
Set of Experience Knowledge Structure (SOEKS) and Decisional DNA (DDNA)—A Review
1 Introduction
2 Literature Review
2.1 Concepts of SOEKS and DDNA
2.2 Biological DNA and Brain Functions
2.3 Digital Architecture and Construction of DNA
2.4 SOEKS and DDNA in Research
3 Applications of SOEKS and DDNA
3.1 DDNA Based Embedded System
3.2 Decisional DNA in Web Data Mining
3.3 Decisional DNA in Robotics
4 Limitations of DDNA Supported Information Systems
5 Future Advancements of SOEKS and DDNA
6 Conclusion
References
Multiple Regression Model in Testing the Effectiveness of LMS After COVID-19
1 Introduction
1.1 Background
1.2 Related Work
1.3 Research Purpose
2 Research Method
3 Result and Discussion
3.1 Classical Assumption Test
3.2 Multiple Regression Analysis Results
4 Conclusion
References
Skin Disease Detection as Unsupervised-Classification with Autoencoder and Experience-Based Augmented Intelligence (AI)
1 Introduction
2 Background
2.1 Existing Frameworks
3 Proposed Framework: Methodology and Features
3.1 Datasets
3.2 Preprocessing and Loading Data
3.3 Training Model
4 Result
5 Conclusions and Future Work
References
Intelligent System of Productivity Monitoring and Organic Garden Marketing Based on Digital Trust with Multi-criteria Decision-Making Method
1 Introduction
2 Research Method
3 Result and Discussion
3.1 Result
3.2 Discussion
4 Conclusion
References
Projection Matrix Optimization for Compressive Sensing with Consideration of Cosparse Representation Error
1 Introduction
2 Previous Projection Matrix Optimization Methods
3 Proposed Method
4 Results and Discussion
5 Conclusion
References
Detection of Type 2 Diabetes Mellitus with Deep Learning
1 Introduction
2 Objective
3 Methodology
4 Literature Review
5 Relevant Studies
6 Components
7 Current Architecture
8 Discussion
9 Proposed Framework
10 Conclusion
References
Irrigation Control System for Seedlings Based on the Internet of Things
1 Introduction
2 Proposed Irrigation Control System
2.1 Hardware Block Diagram
2.2 System Operation
2.3 System Prototype
2.4 Location of System Implementation
3 Evaluation of Control System
3.1 Evaluation of Moisture Level
3.2 Experimental Results on Water Usage
4 Conclusion and Future Work
References