ICT Systems and Sustainability: Proceedings of ICT4SD 2020, Volume 1

Akashe, Shyam Joshi, Amit Milan Tuba, Shyam Akashe, Amit Joshi Editors.-

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ICT Systems and Sustainability: Proceedings of ICT4SD 2020, Volume 1

ISBN: 9789811582882
Title:ICT Systems and Sustainability: Proceedings of ICT4SD 2020, Volume 1/ Milan Tuba, Shyam Akashe, Amit Joshi Editors.-
Publisher:Singapore: Springer, 2021.
Added Entry:Akashe, Shyam
Added Entry:Joshi, Amit

فهرست محتوای دیجیتالی

محتواي کتاب
مشاهده

فهرست مطالب

Preface
Contents
About the Editors
Challenges in Adoption of Secure Digitization of Graduate Assessments: Scope for Blockchain Technologies
- 1 Introduction
  - 1.1 Blockchain Technology
  - 1.2 Digitized Assessments
- 2 Study Methodology
- 3 Analysis
  - 3.1 Perceived Benefits
  - 3.2 Perceived Challenges
- 4 Multiple Regression Analysis
- 5 Conclusion
- References
Non-performing Asset Analysis Using Machine Learning
- 1 Introduction
- 2 Algorithm and Program Flow
- 3 Results
- 4 Summary
- 5 Future Scope
- 6 Conclusion
- References
Volatile Memory Disk Forensics: Investigate the Criminal Activity of RAMDisk
- 1 Introduction
- 2 Different Software Available for RAMDisk
- 3 Signature Creation and Identification
  - 3.1 Signature Creation
  - 3.2 Identification of Signature
- 4 RAMDisk Data Carving and Artifacts Analysis Methodology
- 5 Conclusion
- References
Modem Functionality Diagnostic Tool with Graphical User Interface for Cellular Network
- 1 Introduction
- 2 Literature Survey
- 3 Motivation
- 4 Research Gaps
- 5 System Overview
  - 5.1 System Architecture
  - 5.2 System Installation
- 6 Implementation Details
- 7 Conclusion and Future Work Scope
- References
Regression Model to Estimate Effort for Software-Oriented Projects
- 1 Introduction
- 2 Literature Review
- 3 Basic Concepts
- 4 Algorithm Description
- 5 Experiments and Results
- 6 Conclusion
- References
Innovative Technology-Based Social Enterprises for Inclusive Sustainable Healthcare in India
- 1 Introduction
- 2 Literature Review
- 3 Objective
- 4 Research Methodology
- References
Classification of Leaves Using Convolutional Neural Network and Logistic Regression
- 1 Introduction
- 2 Related Work
  - 2.1 Contributions
- 3 Materials and Methods
- 4 Results and Discussion
- 5 Conclusion
- References
A Low-Cost IoT-Enabled Device for Real-Time Air Quality Monitoring System
- 1 Introduction
- 2 Literature Survey
- 3 Experimental Setup for the Proposed System
  - 3.1 Hardware Requirements
  - 3.2 ThingSpeak
- 4 Proposed System
- 5 Implementation
- 6 Results
- 7 Conclusion
- References
Fuzzy-Based Predictive Analytics for Early Detection of Disease—A Machine Learning Approach
- 1 Introduction
- 2 Related Work
- 3 Framework
- 4 Implementation
- 5 Performance Analysis
- 6 Conclusion
- 7 Future Work
- References
A Framework for Remote Health Monitoring
- 1 Introduction
- 2 Smart Health Monitoring System Architecture
  - 2.1 System Architecture
- 3 Development of E-Health Web and Mobile App
  - 3.1 Steps in Deploying Application in AWS
- 4 Conclusion and Future Work
- References
GenNext—An Extractive Graph-Based Text Summarization Model for User Reviews
- 1 Introduction
- 2 Research Design and Used Methodologies to Develop GenNext (Proposed Approach)
- 3 Result and Discussion
- 4 Conclusion
- References
An Adaptive Control for Surrogate Assisted Multi-objective Evolutionary Algorithms
- 1 Surrogate Assisted Multi-objective Evolutionary Algorithms
- 2 Using Adaptive Control for Surrogate Assisted MOEAs
- 3 Conclusion
- References
Study and Analysis of NOMA Downlink Transmission Model in 5G Wireless System
- 1 Introduction
- 2 NOMA Model
- 3 Analysis of NOMA Model
- 4 Result of the System Model
- 5 Conclusion
- References
Network Structural Analysis Based on Graphical Measures and Metrics
- 1 Introduction
- 2 Related Work
- 3 Social Network-Based Measures and Solutions
- 4 Proposed Framework
- 5 Conclusions and Future Scope
- References
Lung Tumor Classification Using CNN- and GLCM-Based Features
- 1 Introduction
- 2 Preliminaries
  - 2.1 Convolutional Neural Network
  - 2.2 Gray-Level Co-occurrence Matrix
- 3 Proposed Work
- 4 Experiments and Results
- 5 Conclusion
- References
A Distributed Implementation of Signature Matching Algorithms for IoT Intrusion Detection
- 1 Introduction
- 2 The Problem Statement
- 3 Related Work
- 4 The Proposed Solution
- 5 Example
- 6 Feasibility Check and Experiment
- 7 Conclusions and Future Work
- References
Graph-Based Multi-document Text Summarization Using NLP
- 1 Introduction
- 2 Literature Review
- 3 Problem Statement
  - 3.1 Objectives
- 4 Proposed System
  - 4.1 Flow of the System
- 5 Future Scope
- 6 Conclusion
- References
Fault Exploratory Data Analysis of Real-Time Marine Diesel Engine Data Using R Programming
- 1 Introduction
- 2 Actual Data of Marine Diesel Engine
- 3 Main Diesel Engine Subsystems
- 4 Fault Analysis Using R Programming
  - 4.1 Data Analysis on Fuel Oil System
  - 4.2 Data Analysis on Air Cooler System
- 5 Conclusions
- References
A Hybrid Key Management System Based on ECC and Data Classification to Secure Data in the Cloud
- 1 Introduction
- 2 Research Methodology
- 3 Structure
- 4 Literature Review
- 5 Factors Affecting the Performance and Security of TTP and Data Classification
- 6 Proposed Model
- 7 Conclusion
- References
Life Cycle Management for Indian Naval Warship Equipment
- 1 Introduction
- 2 Literature Review
- 3 The Research Gap
- 4 Research Objective
- 5 Scope and Limitations
- 6 Research Methodology
- 7 Findings
- 8 Recommendation
- 9 Future Scope
- References
Framework for Securing IoT Ecosystem Using Blockchain: Use Cases Suggesting Theoretical Architecture
- 1 Introduction
- 2 Internet of Things Domain Use Cases Using Blockchain and Their Security Requirements
- 3 Benefits of Blockchain
- 4 Literature Review
- 5 Proposed Architecture–Blockchain in IoT Ecosystem
- 6 Future Projection of an IoT and Blockchain Authorization Model
- 7 Conclusion
- References
Feature Selection for Handwritten Signature Recognition Using Neighborhood Component Analysis
- 1 Introduction
- 2 Neighborhood Component Analysis
- 3 Related Work
- 4 Methodology
- 5 Experimental Results and Analysis
- 6 Conclusion
- References
Blockchain-Based E-Voting Protocol
- 1 Introduction
- 2 Design Considerations
- 3 Properties of Blockchain to be Used in E-Voting
- 4 Requirements for the Elections
  - 4.1 Registration
  - 4.2 Blockchains Used
- 5 The Proposed Protocol
- 6 Discussion
- 7 Result and Conclusion
- References
SOLID: A Web System to Restore the Control of Users’ Personal Data
- 1 Introduction
- 2 Exploitation of the Present Web
- 3 Basic Components of Solid System
- 4 Conclusion
- References
Enhanced Three-Dimensional DV-Hop Algorithm
- 1 Introduction
- 2 Correlated Work
- 3 Proposed Work
- 4 Simulation Results and Performance Analysis
- 5 Conclusion
- References
Synthesis of VLSI Structural Cell Partitioning Using Genetic Algorithm
- 1 Introduction
- 2 Motivation and Background
  - 2.1 Genetic Algorithm
  - 2.2 Fitness Parameter and Finding Global Maxima
- 3 Flow Chart and Algorithm
- 4 MATLAB Implementation
  - 4.1 Selection of Chromosome Location
  - 4.2 Data Representation
- 5 Results
- 6 Conclusion
- References
Identification and Classification of Foreign Bodies from Rice Grains Using Digital Image Processing
- 1 Introduction
- 2 Proposed Methodology
- 3 Conclusion
- 4 Future Scope
- References
Improving Collaboration Between Government and Citizens for Environmental Issues: Lessons Learned from a Case in Sri Lanka
- 1 Introduction
- 2 Background: E-Government Services and Collaboration
- 3 Research Method
  - 3.1 Case Description—‘Wilpattu’ Deforestation
- 4 Data Collection
- 5 Results
  - 5.1 Citizens Comments in Social Media
  - 5.2 Analysis to Understand Environmental Authorities’ Response
- 6 Lessons Learned from the Case Study
- 7 Conclusion
- References
A Study on Blockchain Scalability
- 1 Introduction
- 2 Scalability Methods
- 3 Analysis
- 4 Conclusion
- References
What Influences Consumer Behavior Toward Information and Communication Technology Applications: A Systematic Literature Review of UTAUT2 Model
- 1 Introduction
- 2 Methodology
- 3 Findings and Discussion
- 4 Conclusion and Implication
- 5 Limitations and Future Research Direction
- References
Secure and Energy-Efficient Remote Monitoring Technique (SERMT) for Smart Grid
- 1 Introduction
- 2 Overview of the ICT Network Setup Phase for SERMT
- 3 Risk Model and Assumptions for the SERMT Network Setup
- 4 Secure and Energy-Efficient Routing Scheme of SERMT
- 5 Simulation Results
- 6 Conclusion and Future Works
- References
Balanced Accuracy of Collaborative Recommender System
- 1 Introduction
- 2 Related Works
- 3 Measure Metrics Used
- 4 Dataset and Experiment
  - 4.1 Evaluation Results
  - 4.2 Validation
- 5 Conclusion
- References
Using Transfer Learning for Detecting Drug Mentions in Tweets
- 1 Introduction
- 2 Dataset
- 3 Method
- 4 Experiments
- 5 Results and Discussion
- 6 Conclusion
- References
A Comprehensive and Critical Analysis of Cross-Domain Federated Identity Management Deployments
- 1 Introduction
- 2 Literature Review
- 3 Methodology
- 4 Conclusion
- References
Concentric Morphology Model in Detection of Masses from Mammogram: A Study
- 1 Introduction
- 2 Mass Identification Algorithm
- 3 Computer-Aided Detection of Clumps from Mammographs
  - 3.1 Custom of MCL Norms in Clump Recognition
- 4 Conclusion and Future Work
- References
A Survey on DevOps Techniques Used in Cloud-Based IOT Mashups
- 1 Basic Concepts
  - 1.1 Scholarly Reviewed Literature
- 2 Role of DevOps in IOT Mashup
- 3 Implementing DevOps Architecture Style
  - 3.1 DevOps Tools for Template/Scripts/Code Management
  - 3.2 Thingworx Versus AWS in IoT Platform
- 4 Conclusion
- References
Digital Assistant with Augmented Reality
- 1 Introduction
- 2 Related Works
- 3 Proposed Approach
- 4 Experimentation
- 5 Results
- 6 Conclusion
- References
An Experimental Approach Toward Type 2 Diabetes Diagnosis Using Cultural Algorithm
- 1 Introduction
- 2 Cultural Algorithm
- 3 Proposed Methodology
- 4 Analysis and Experimental Results
- 5 Conclusion
- References
Predicting Students Performance Through Behavior and Computational Thinking in Programming
- 1 Introduction
- 2 Literature Review
- 3 Methodology
- 4 Materials
- 5 Results
- 6 PCA Graphs for Behavioral Data
- 7 Discussion
- 8 Future Work
- 9 Conclusion
- References
Deployment of Ambulance with Maximum Area Coverage by Using Particle Swarm Optimization Algorithm
- 1 Introduction
- 2 Particle Swarm Optimization Algorithm: An Overview
  - 2.1 PSO Algorithm Parameters
  - 2.2 Steps of Optimization
- 3 Literature Review
- 4 Proposed Work
- 5 Result Analysis
- 6 Conclusion and Future Scope
- References
Detection of DDOS Attacks Using Machine Learning Techniques: A Hybrid Approach
- 1 Introduction
- 2 Related Work
- 3 Proposed System
- 4 Results and Discussions
- 5 Conclusion
- 6 Future Works
- References
Revisiting Algorithms for Resource Discovery in Unstructured Peer to Peer Networks
- 1 Introduction
- 2 Resource Discovery Algorithms
- 3 Experimental Setup and Results
- 4 Conclusion
- References
802.11 Frame-level Network IDS for Public Wireless Networks
- 1 Introduction
- 2 Capturing and Parsing 802.11 Management Frames
- 3 Attack Vector Specification
- 4 Results
- 5 Conclusion
- References
Machine Learning for Malicious URL Detection
- 1 Introduction
- 2 Background and Related Work
- 3 Proposed Malicious URL Detection (MUD) Model
- 4 Results and Discussion
- 5 Conclusion and Future Work
- References
Implementation of OSPFv3 in IPv4 and IPv6 for Establishing a Wide Area Network
- 1 Introduction
- 2 Related Works
- 3 Routing Protocol
  - 3.1 OSPFv3
  - 3.2 EIGRP
- 4 Scenarios of IPv4 and IPv6
  - 4.1 IPv4
  - 4.2 IPv6
- 5 States of Entire Environments
- 6 Simulation of IPv4 and IPv6
  - 6.1 Simulation of IPv4
- 7 Simulation of IPv6
- 8 Result Analysis
- 9 Conclusion
- References
Obstacle Avoiding and Fire Extinguishing Robot for Everyday Fire Security
- 1 Introduction
- 2 Related Works
- 3 System Design
- 4 Impact and User Satisfaction
- 5 Conclusion
- References
A Survey on Internet of Things (IoT): Communication Model, Open Challenges, Security and Privacy Issues
- 1 Introduction
- 2 IoT Protocol Stack
  - 2.1 Security Requirements
  - 2.2 Providing Security on Layers to Defend IoT
- 3 Security and Privacy Risks in IoT
  - 3.1 Security for IoT
  - 3.2 Privacy for IoT
- 4 Challenges and Principles of IoT Security
- 5 Security Guidance
- 6 Conclusion
- References
Violence Detection Through Surveillance System
- 1 Introduction
- 2 Related Work
- 3 Proposed Work
- 4 Requirement Analysis
  - 4.1 Software Requirements
  - 4.2 Hardware Requirements
- 5 Machine Learning Algorithm
- 6 Analysis
- 7 Result
- 8 Conclusion and Future Scope
- References
Influence of Big Data Capabilities in Knowledge Management—MSMEs
- 1 Introduction
- 2 Overview of Big Data and Its Value Chain
- 3 Constructs of Knowledge Management and Its Practices
- 4 Role of Big Data in Knowledge Management
- 5 Overview of MSMEs Firms
- 6 Drivers for Adopting Big Data in MSMEs
- 7 Benefits and Challenges of Big Data
- 8 Conclusion
- References
Logistically Supervised Aspect Category Detection Using Data Co-occurrence for Sentiment Analysis
- 1 Introduction
- 2 Related Work
- 3 Methodology
- 4 Results
- 5 Conclusion
- References
Automated Dietary Monitoring System: A Novel Framework
- 1 Introduction
- 2 Related Work
- 3 Proposed Automated Dietary Monitoring System
- 4 Conceptual Workflow of the System
- 5 Merits of the Scheme
- 6 Conclusion
- References
Intruder Insinuation and Smart Surveillance Using Face Detection and Mask Detection
- 1 Introduction
- 2 System Architecture
- 3 Prevailing Technology
  - 3.1 Drawbacks
- 4 Enhanced System
- 5 Haar Cascade Classifier for Face Detection
- 6 Mask Detection Using Own Object Detection
- 7 Implementation Result of Face and Mask Detection
- 8 Performance Analysis
- 9 Conclusion
- References
Misinformation Analysis During Covid-19 Pandemic
- 1 Introduction
- 2 Related Work
- 3 Methodology
- 4 Conclusion and Future Scope
- References
An Agent-Based Cloud Service Negotiation in Hybrid Cloud Computing
- 1 Introduction
- 2 Related Work
- 3 Proposed System Architecture
  - 3.1 Cloud Marketplace
  - 3.2 Cloud Agent
- 4 Negotiation Process
- 5 Future Work
- 6 Conclusion
- References
IoT-Based Smart Farming Application for Sustainable Agriculture
- 1 Introduction
- 2 Literature Survey
- 3 Proposed Model
- 4 Experimental Result
  - 4.1 Soil Sampling and NPK Detection
  - 4.2 Crop Prediction
- 5 Conclusion
- References
Follow Me: A Human Following Robot Using Wi-Fi Received Signal Strength Indicator
- 1 Introduction
- 2 Related Work
- 3 Proposed System
- 4 Requirement Analysis
- 5 Implementation
- 6 Results and Discussion
- 7 Conclusion
- References
Implementation of Arithmetic Unit for RNS Using 2n + 3 as Base
- 1 Introduction
- 2 Novel Squarer for Modulus 2n + 3
- 3 Comparison with Earlier Architectures
- 4 Hardware Simulation and Testing
- 5 Conclusion
- References
Hybridization of Artificial Bee Colony Algorithm with Estimation of Distribution Algorithm for Minimum Weight Dominating Set Problem
- 1 Introduction
- 2 Proposed Hybridized Approach ABC-EDA for MWDS Problem
- 3 Computational Results
- 4 Conclusion and Future Work
- References
Privacy Preservation for Data Sharing with Multi-party Access Control in Cloud Computing: A Review Paper
- 1 Introduction
- 2 Literature Survey
- 3 Different Cryptographic Scheme
- 4 Proposed Work: Privacy Preservation for Data Sharing with Multi-party Access Control in Cloud Computing
- 5 Conclusion
- References
Pixel-Based Attack on ODENet Classifiers
- 1 Introduction
- 2 Related Work
- 3 Robustness of NeuralODEs
  - 3.1 Model Architectures
  - 3.2 One-Pixel Attack
- 4 Experimental Set-up
- 5 Results
- 6 Conclusion
- References
Survey on Advanced Spectrum Sharing Using Cognitive Radio Technique
- 1 Introduction
- 2 Cognitive Radio Definition
  - 2.1 Attribtes of Cognitive Radio
  - 2.2 CR Functions
- 3 Spectrum Sharing
- 4 Game Theory
- 5 Commercial Application
  - 5.1 Networks of 5G
  - 5.2 Satellite Communications
- 6 Conclusions
- References
An AI-Based Pedagogical Tool for Creating Sketched Representation of Emotive Product Forms in the Conceptual Design Stages
- 1 Introduction
  - 1.1 Emotions and Artworks
  - 1.2 Design and Sketching
- 2 Methodology
- 3 Results and Discussion
- 4 Conclusion
- References
Social Interaction-Enabled Industrial Internet of Things for Predictive Maintenance
- 1 Introduction
- 2 Literature Survey
- 3 SIoIT Architecture for Predictive Maintenance (PdM-SIoIT)
- 4 Ontology model for PdM-SIoIT
- 5 Implementation of PdM-SIoIT
  - 5.1 A Scenario
  - 5.2 Simulation Setup and Results
- 6 Conclusions
- References
Emerging Trends in the Marketing of Financially Engineered Insurance Products
- 1 Introduction
- 2 Financial Engineering
- 3 Objectives and Hypotheses of Research
- 4 Emerging Trends in the Marketing of Insurance Products
- 5 Other Emerging Technologies Using by the Marketing Team
- 6 Social Media
- 7 Discussion
- 8 Limitations and Scope for Further Research
- 9 Conclusion
- References
Attitude of the International Students Towards Integrating ICT in Foreign Language Learning: A Case Study
- 1 Introduction
- 2 Literature Review
- 3 Methodology
- 4 Findings
  - 4.1 Students Attitude Towards Technology in Language Learning
  - 4.2 Students Attitude to Functional Language Learning Experience Using Technology
- 5 Discussion
- 6 Limitations
- 7 Conclusion
- References
Limiting Check Algorithm: Primality Test
- 1 Introduction
- 2 Base Algorithm
- 3 Limiting Check Algorithm
- 4 Results
- 5 Discussion
- 6 Future Works
- References
Factors Affecting the Local Governance
- 1 Overview of Factors Affecting the Local Governance
- 2 Study Model
- 3 Research Methods
- 4 Study Findings
- 5 Conclusions and Recommendations
- References
A Multi-factorial Code Coverage Based Test Case Selection and Prioritization for Object Oriented Programs
- 1 Introduction
- 2 Related Work on Testing of OOP
- 3 Proposed Work
- 4 Experimental Results and Their Analysis
  - 4.1 Case Study 1
  - 4.2 Case Study 2
- 5 Conclusion
- References
New Horizons for the Application of Microalgae in the National Economy
- 1 Introduction
- 2 Results and Discussion
- 3 Conclusion
- References
Context of the Ghanaian Government: Social Media and Access to Information
- 1 Introduction
- 2 Media
- 3 Conclusion
- References
Convolutional Neural Network and Data Augmentation for Behavioral-Based Biometric User Identification
- 1 Introduction
- 2 Biometric User Identification Using Sensor Data
- 3 Proposed Methodology
- 4 Experiments and Results
  - 4.1 Experiment Setup
  - 4.2 Experimental Results
- 5 Conclusion and Future Works
- References
Cybersecurity Attacks: Analysis of “WannaCry” Attack and Proposing Methods for Reducing or Preventing Such Attacks in Future
- 1 Introduction
- 2 Analysis of the “WannaCry” Ransomware Attack
- 3 Conclusion
- References
Enhancing Trust and Immutability in Cloud Forensics
- 1 Introduction
- 2 Existing System for Investigation
- 3 Evidence Collections Methods
- 4 Cloud Service Providers’ Web Portals
- 5 Mutual Legal Assistance Treaty (MLAT)
- 6 Data Localization and Its Advantages
- 7 Proposed Solution
- 8 Conclusion
- References
A Fuzzy Time Series Prediction Model of the COVID-19 Epidemic
- 1 Introduction
  - 1.1 Time Series Analysis Using Fuzzy Logic
  - 1.2 Using FTS Models for the Prediction of COVID-19
- 2 Related Works
- 3 Dataset Overview
  - 3.1 Johns Hopkins University COVID-19 Dataset
  - 3.2 Apple Mobility Reports
- 4 Methodology
- 5 Results
- 6 Conclusion
- References
Modelling of Generation and Utilization Control for Isolated Hybrid Microgrid for Rural Electrification
- 1 Introduction
- 2 The Scope and Methodology for Control Implementation
- 3 Planning and Load Forecasting for Rural Electrification
  - 3.1 Load Demand Module
- 4 Generation and Controlling of Isolated Hybrid Microgrid
  - 4.1 Non-cooperative Game Theory
- 5 Simulation Results
- 6 Conclusion
- References
Toyama de Walking: Practice of Location-Based Data Collection Using Augmented Reality Applications
- 1 Introduction
- 2 Toyama de Walking
- 3 Experiment and Results
- 4 Conclusion
- References
Graphene-Based Wireless Power Transmission: Charge as You Drive
- 1 Introduction
  - 1.1 Magnetic Resonance Coupling
- 2 Methodology
  - 2.1 Design Process
- 3 Experimental Results
  - 3.1 Critical Pointing
- 4 Conclusion
- References
Vision-Based Driver Authentication and Alertness Detection Using HOG Feature Descriptor
- 1 Introduction
  - 1.1 Related Work
- 2 System Design
- 3 Implementation Details
- 4 Results and Discussion
  - 4.1 Unauthorized and Authorized User Entry
  - 4.2 Drowsiness Detection
- 5 Conclusion and Future Scope
- References
ICT4D in Channelling Welfare Services in India: Case Study of Haqdarshak
- 1 Introduction
- 2 Contextualising ICT4D in Indian Context
- 3 Case Study: Collaborative Partnerships for Development “Haqdarshak Empowerment Solutions”
- 4 Conclusion
- References
Author Index

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