Recent Trends in Data Science and Soft Computing

Name: Recent Trends in Data Science and Soft Computing | Proceedings of the 3rd International Conference of Reliable Information and Communication Technology (IRICT 2018)
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Proceedings of the 3rd International Conference of Reliable Information and Communication Technology (IRICT 2018)

Faisal Saeed Nadhmi Gazem Fathey Mohammed Abdelsalam Busalim(Editor)

Springer (Publisher)

1st Edition

Published on 8. September 2018

XXIII, 1126 pages

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Content

Intro
Preface
Organization
IRICT 2018 Organizing Committee
Honorary Co-chairs
International Advisory Board
Conference General Chair
Program Committee Co-chairs
Publicity Committee
Technical Committee Chair
Publications Committee
IT Committee
Logistic Committee
Treasure Committee
Registration Committee
International Technical Committee
Contents
Data Science and Big Data Analytics
Deep Belief Network for Molecular Feature Selection in Ligand-Based Virtual Screening
Abstract
1 Introduction
2 Related Works
3 Materials and Methods
3.1 Deep Belief Network (DBN) Architecture
3.1.1 Restricted Boltzmann Machines (RBM)
3.1.2 Reconstruction Weight Fine-Tuning
3.2 Dataset
3.3 Using DBN to Calculate the Reconstruct Feature
3.4 Reconstruct Feature Error
3.5 Principal Component Analysis (PCA)
4 Results and Discussion
5 Conclusion
Acknowledgments
References
Energy-Efficient Resource Allocation Technique Using Flower Pollination Algorithm for Cloud Datacenters
Abstract
1 Introduction
2 Related Work
3 Energy-Efficient Flower Pollination Resource Allocation
3.1 Proposed System Architecture
4 Experimental Settings and Evaluation
5 Results and Discussion
6 Conclusion
References
Schema Proposition Model for NoSQL Applications
Abstract
1 Introduction
2 Literature Review
3 Proposed Model
3.1 Model Architecture
3.2 Schema Generator Algorithms
3.3 Model Components
4 Results and Discussion
5 Conclusion and Future Focus
References
Data Mining Techniques for Disease Risk Prediction Model: A Systematic Literature Review
Abstract
1 Introduction
2 Methods
3 Results
4 Analysis and Discussion
5 Conclusion
Acknowledgement
References
Quality Features for Summarizing Text Forum Threads by Selecting Quality Replies
Abstract
1 Introduction
2 Related Work
3 Materials and Methods
3.1 Data Description
3.2 Definition of Quality Replies
3.3 Set of Forum Quality Features
4 Results and Discussion
5 Conclusion and Future Work
Acknowledgment
References
Modelling and Forecasting Indoor Illumination Time Series Data from Light Pipe System
Abstract
1 Introduction
2 Materials and Methods
2.1 Data Source
2.2 Data Preparation
2.3 Methods
2.4 Performance Metrics
3 Results and Discussion
4 Conclusions and Future Works
Acknowledgments
References
A Model for Addressing Quality Issues in Big Data
Abstract
1 Introduction
2 Big Data and Data Quality
3 Data Quality Requirements for Big Data
3.1 Data Quality Dimensions
3.2 Data Quality Metrics
3.3 Metadata
4 Related Research Works
5 Proposed Research Model
6 Conclusion and Future Work
References
Climbing Harmony Search Algorithm for Nurse Rostering Problems
Abstract
1 Introduction
2 Background
3 Universiti Kebangsaan Malaysia Medical Center (UKMMC)
3.1 UKMMC Constraints
3.2 Objective Function
3.3 Coverage Demand
4 Climbing Harmony Search Algorithm (CHSA)
5 Results of Using CHSA on UKMMC Dataset
5.1 Discussion of Using CHSA on UKMMC Dataset
5.2 A Comparison Between CHSA, EHSA and BHSA
6 Conclusion
Acknowledgments
References
Analyzing Traffic Accident and Casualty Trend Using Data Visualization
Abstract
1 Introduction
1.1 Background of the Problem
2 Data Visualization Techniques
3 Related Work
4 Methodology
4.1 Initiation and Planning
4.2 Analysis
4.3 Data Gathering and Design
4.4 Development
4.5 Implementation
4.6 Evaluating and Reporting
5 Design and Implementation
5.1 Data Gathering
5.2 Data Cleaning, Preprocessing and Filtering
5.3 Develop the Dashboard
6 Findings and Analysis
7 Conclusion
Acknowledgments
References
Towards Real-Time Customer Satisfaction Prediction Model for Mobile Internet Networks
Abstract
1 Introduction
2 Literature Review
2.1 Customer Satisfaction in Telecommunications
2.2 Mobile Internet Quality of Experience
2.3 Analytical Customer Satisfaction Prediction Model
3 Methodology
3.1 Data Collection
3.2 Data Preparation
3.3 Data Modelling
4 Results and Discussion
5 Conclusion
References
Data Quality Issues in Big Data: A Review
Abstract
1 Introduction
2 Overview of Big Data
2.1 The Concept of Big Data
2.2 Features of Big Data in Context of Data Quality
2.3 Creating Big Value from Big Data
2.4 Data Quality Challenges in Big Data
3 Data Quality and Big Data
3.1 Data Quality Dimensions
3.2 Big Data Quality Dimensions
4 Quality Criteria of Big Data
5 Quality Assessment Process for Big Data
6 Big Data Quality Evaluation Scheme
7 Conclusion
References
Comparative Study of Segmentation and Feature Extraction Method on Finger Movement
Abstract
1 Introduction
2 Related Works
3 Material and Method
3.1 Data Collection
3.2 Data Segmentation and Feature Extraction
3.3 Classification Using Support Vector Machine (SVM)
4 Result and Discussion
5 Conclusion
Acknowledgements
References
Realizing the Value of Big Data in Process Monitoring and Control: Current Issues and Opportunities
Abstract
1 Introduction
2 Big Data Engineering and Analytics
2.1 Big Data Engineering (BDE)
2.1.1 Big Data Storage
2.1.2 Big Data Processing
2.2 Big Data Analytics (BDA)
3 Challenges, Issues and Solutions
3.1 Challenges Faced by APC Engineers
3.2 Big Data Analytics: A Solution for Optimal Control
3.3 Decision Making in Process Industries
4 Conclusion
Acknowledgements
References
Big Data Analytics in the Malaysian Public Sector: The Determinants of Value Creation
Abstract
1 Introduction
1.1 Overview
1.2 Research Problem
2 Literature Review and Research Model
2.1 Big Data
2.2 Big Data Analytics
2.3 BD and BDA in the Public Sector
2.4 Research Model and Hypotheses
3 Current Research Direction
4 Conclusion
Acknowledgements
References
Comparing the Performance of FCBF, Chi-Square and Relief-F Filter Feature Selection Algorithms in Educational Data Mining
Abstract
1 Introduction
2 Methods
2.1 Dataset Description
2.2 Filter Feature Selection Algorithms
2.3 Classification Algorithm
3 Results and Discussion
3.1 Results on Dataset1
3.2 Results on Dataset2
3.3 Results on Dataset3
3.4 Comparison of Performance of FCBF on Three Datasets
3.5 Comparison of Performance of Chi-Square on Three Datasets
3.6 Comparison of Performance of Relief-F on Three Datasets
4 Conclusion
References
The Study of Co-occurrences Index's Keywords for Malaysian Publications
Abstract
1 Introduction
2 Literature Review
3 Methodology
3.1 Approach in Vosviewer
4 Analysis
4.1 Cluster Analysis
4.1.1 Dominant Cluster
4.1.2 Average Year of Publication
4.1.3 Average Citation of Publication
4.1.4 Formation of Subject Area or Research Theme
5 Discussion and Conclusion
References
The Impacts of Singular Value Decomposition Algorithm Toward Indonesian Language Text Documents Clustering
Abstract
1 Introduction
2 Singular Value Decomposition
3 K-Means Clustering
4 K-Medoid Clustering
5 Simulations and Experimental Result
5.1 Data Preprocessing
5.2 K-Means and K-Medoids Clustering
5.3 Combination of SVD and Clusterings
6 Discussion
7 Conclusion
References
Artificial Intelligence: Machine Learning and Optimization Techniques
Pairwise Test Suite Generation Using Adaptive Teaching Learning-Based Optimization Algorithm with Remedial Operator
Abstract
1 Introduction
2 Description of Pairwise Test Suite Generation Problem
3 Review of Meta-heuristic Based Pairwise Test Suite Generation Strategies
4 ATLBO with Remedial Operator
5 Experiments and Discussion
6 Conclusion
Acknowledgments
References
Novel Multi-swarm Approach for Balancing Exploration and Exploitation in Particle Swarm Optimization
Abstract
1 Introduction
2 Particle Swarm Optimization (PSO)
3 Multi-swarm PSO Algorithm
4 Results and Discussion
5 Conclusion
Acknowledgement
References
Computational Analysis of Dynamics in an Agent-Based Model of Cognitive Load and Reading Performance
Abstract
1 Introduction
2 Background in Cognitive Load and Reading Performance
3 Agent-Based Modeling Approach
3.1 Instantaneous Relationships
3.2 Temporal Relationships
4 Simulation Results
5 Formal Verification
5.1 Mathematical Analysis
5.2 Automated Analysis
6 Conclusion
Acknowledgment
References
Analysis the Arabic Authorship Attribution Using Machine Learning Methods: Application on Islamic Fatwa
Abstract
1 Introduction
2 Background
2.1 Writing Style Features
2.2 Typical Authorship Attribution Process
3 Experiment and Finding Results
3.1 Dataset
3.2 Stylometric Features
3.3 Design of Experiment
3.4 Experimental Findings
4 Conclusions and Future Work
References
A Fuzz Logic-Based Cloud Computing Provider's Evaluation and Recommendation Model
Abstract
1 Introduction
2 Related Works
3 Formulation of the Model
3.1 Data Sets Preparation
3.2 Clustering Validation
3.3 Data Clustering
3.4 Fuzzy Inference System Construction
4 Results and Discussion
4.1 Performance Measurement
5 Conclusion
References
Self-adaptive Population Size Strategy Based on Flower Pollination Algorithm for T-Way Test Suite Generation
Abstract
1 Introduction
2 T-Way Testing
3 Related Works
4 Proposed Strategy
5 Results and Evaluation
6 Conclusion
Acknowledgements
References
Spell Checker for Somali Language Using Knuth-Morris-Pratt String Matching Algorithm
Abstract
1 Introduction
2 Related Work
3 Proposed Approach
3.1 Corpus of Somali Words
3.2 Knuth-Morris-Pratt (KMP) Algorithm
4 Spell Checker for Somali Language
5 Conclusion and Future Work
References
Feature Selection Method Based on Grey Wolf Optimization for Coronary Artery Disease Classification
Abstract
1 Introduction
2 Gray Wolf Optimization (GWO)
2.1 Mathematical Model of the GWO
3 Proposed Method
4 Experimental Setup
4.1 Dataset Used
4.2 Parameter Control Setting
4.3 Performance Evaluation
5 Result and Discussion
6 Conclusion
References
Phishing Hybrid Feature-Based Classifier by Using Recursive Features Subset Selection and Machine Learning Algorithms
Abstract
1 Introduction
2 Background
3 PHFBC
3.1 Features Extraction and Selection
3.2 Phishing Classification
4 Performance Assessment
5 Conclusion and Future Work
Appendix
References
Combined Support Vector Machine and Pattern Matching for Arabic Islamic Hadith Question Classification System
Abstract
1 Introduction
2 Methodology
2.1 Tokenization
2.2 Stop Word Removal
2.3 Normalization
2.4 Part of Speech (POS) Tagging
2.5 Named Entity Recognition (NER)
2.6 Question Representation
2.7 Patterns Matching (PM)
2.8 Question Classification
3 Experimental Setup
4 Result and Dissection for Classifier
5 A Combine SVM Classifier and Pattern-Based Method
6 Conclusion
Acknowledgements
References
Cloud Service Discovery and Extraction: A Critical Review and Direction for Future Research
Abstract
1 Introduction
2 Cloud Service Discovery
3 Existing Cloud Service Discovery Solutions
4 Discussion
5 Conclusion
References
Traffic Bottleneck Reconstruction LIDAR Orthoimages: A RANSAC Algorithm Feature Extraction
Abstract
1 Introduction
1.1 LIDAR Sensors
1.2 RANSAC Algorithm
1.3 Orthoimage Reconstruction
1.4 Probability Results
1.5 Linear Regression Analysis
2 Materials and Methods
2.1 Orthoimage Feature Extractions
2.2 Similar Phenomenon Pattern Matching
3 Result and Discussion
4 Conclusion
References
Business Intelligence for Industrial Revolution 4.0
A Fully Adaptive Image Classification Approach for Industrial Revolution 4.0
Abstract
1 Introduction
1.1 Adaptability in Image Classification Models
2 Related Work
2.1 Shallow Learning v/s Deep Learning Approaches for CD Handling
2.2 Non-adaptive Machine Learning Classification Models Using Single and Ensemble Learning Approach to Handle CD Issue
2.3 Adaptive Machine Learning Classification Models
2.4 Hybrid Adaptive Machine Learning Classification Models
2.5 Literature Analysis and Deduction
3 Fully Adaptive Approach for IR 4.0
3.1 Cognitive Module
3.2 Meta Cognitive Module
4 Conclusion and Future Work
References
Success Factors for Business Intelligence Systems Implementation in Higher Education Institutions - A Review
Abstract
1 Introduction
2 Literature Review
2.1 Business Intelligence (BI)
2.2 Benefits of Business Intelligence in HEIs
2.3 Issues of Business Intelligence (BI) Implementation
2.4 Success Factors (SF)
3 The Suggested BI Success Factors (SFs) for HEIs
4 Conclusion
References
A Review on Exploiting Social Media Analytics for the Growth of Tourism
Abstract
1 Introduction
2 Environment and Current Circumstances
2.1 Growth of Tourism in UAE
2.2 Social Media Analytics in Action
2.3 Techniques for Business Improvement
3 Conclusion and Recommendations
References
Enterprise Resource Planning and Business Intelligence to Enhance Organizational Performance in Private Sector of KSA: A Preliminary Review
Abstract
1 Introduction
2 The Importance of Enterprise Resource Planning and Business Intelligence for Saudi Arabia
3 Factors that Affect the Behavioral Intention to Use ERPBI
4 Methodology
5 Results and Discussion
6 Implication of the Study
7 Conclusion
References
Internet of Things (IoT): Issues, Techniques and Applications
Towards Semantic Interoperability for IoT: Combining Social Tagging Data and Wikipedia to Generate a Domain-Specific Ontology
Abstract
1 Introduction
2 Social Tagging Systems
3 Related Work
4 Building Domain-Specific Ontology
4.1 Tag Normalization
4.2 Building a Resources Graph
4.3 Extracting Domain-Relevant Terms
4.4 Concept Dentification
4.5 Concept Relations Extraction
5 Evaluation and Discussion
6 Conclusion
References
IoT-Based Smart Waste Management System in a Smart City
Abstract
1 Introduction
2 Related Works
3 Proposed Design
4 Conclusions
References
Architecture for Latency Reduction in Healthcare Internet-of-Things Using Reinforcement Learning and Fuzzy Based Fog Computing
Abstract
1 Introduction
2 Background and Related Work
3 Reinforcement Learning with Fuzzy Inference System Hybrid Approach
3.1 FRLDPA Algorithm
4 Conclusion
References
Security Factors Based Evaluation of Verification Algorithm for an IoT Access System
Abstract
1 Introduction
2 The Proposed Multiple-Layer Security Architecture Verification Algorithm (MLSAVA) for IoT Systems
2.1 MLSAVA Definition
2.2 MLSAVA Block-Diagram
2.3 Introduction to MLSAVA
3 The Proposed Verification Algorithm (VA)
3.1 VA Security Procedure
3.2 QR Tag Verification
3.3 Periodically Generated QR Tag VP
3.4 Offline DB (ODB)
4 Multiple-Layer Security Architecture (MLSA)
4.1 Introduction into MLSA
4.2 The Proposed MLSA for Decision Making
4.3 MLSA Based Security Objectives Verification
5 Performance Analysis and Evaluation
5.1 Security Factor Based Analysis
5.2 MLSA Based Security Objectives Evaluation
5.3 MLSAVA Accuracy
6 Conclusion
Acknowledgement
References
Security in Internet of Things: Issues, Challenges and Solutions
Abstract
1 Introduction
2 Security Issues, Challenges and Considerations
3 Securing New IoT Solutions from Technical, Academic, and Industry Sides (Architectures, Approaches, and Mechanisms)
3.1 Academic Solutions
3.2 Technical Solutions
3.3 Industrial Solutions
4 Discussion
5 Conclusion, Recommendations and Further Work
Acknowledgment
References
Cloud Computing and Internet of Things Integration Systems: A Review
Abstract
1 Introduction
2 Definitions and Architectures
2.1 Cloud Computing Definitions
2.2 Internet of Things Definitions
2.3 Reference Architectures (CC and IoT)
3 CC and IoT Integration Systems
4 Research Trends
5 Conclusion
References
Intelligent Communication Systems
Densification of 5G Wireless Access Network for Urban Area at Taiz City, Yemen
Abstract
1 Introduction
2 5G Wireless Network Architecture
3 Planning of 5G Wireless Access Network
4 Results and Discussions
5 Conclusions
References
Intelligent Offset Time Algorithm for Optical Burst Switching Networks
Abstract
1 Introduction
2 Offset Time
3 Proposed Algorithm
4 Simulation Setup and Parameters
5 Result and Discussion
6 Conclusion
References
Planning and Optimization of LTE Radio Access Network for Suburban and Rural Area at Taiz City, Yemen
Abstract
1 Introduction
2 Architecture of LTE Network
3 LTE Network Planning and Optimization
4 Results and Discussions
5 Conclusions
References
A Survey of Millimeter Wave (mm-Wave) Communications for 5G: Channel Measurement Below and Above 6 GHz
Abstract
1 Introduction
2 Channel Measurement Techniques
3 Study of Channel Measurement Below 6 GHz
3.1 Indoor Environment
3.2 Outdoor Environment
4 Channel Measurements Above 6 GHz
5 Conclusion
Acknowledgment
References
QoS Based Independent Carrier Scheduling Scheme for Heterogeneous Services in 5G LTE-Advanced Networks
Abstract
1 Introduction
2 System Model
3 Analysis on the Proposed CS Schemes
3.1 Joint Carrier Scheduling (JCS)
3.2 Independent Carrier Scheduling (ICS)
3.3 Design of Multi-service Utility Factor
3.4 QoS-IC Scheduling Scheme
4 Simulation Outcomes and Performance Evaluation
4.1 Simulation Model
4.2 Performance Evaluation
5 Conclusion
References
Literature Survey on Enhancement of MOM for Intelligent Cross-Platform Communications in Service Oriented Architecture
Abstract
1 Introduction
2 Background and Motivation
3 Research Problem
4 Achieving Cross-Platform via MOM
5 The Finding
6 Conclusion
References
A Survey and Future Vision of Double Auctions-Based Autonomous Cloud Service Negotiations
Abstract
1 Introduction
2 Double Auctions for Cloud Service Negotiations
2.1 Double Auction
2.2 Continuous Double Auction
2.3 Combinatorial Double Auction
2.4 Summarization
3 Discussion
3.1 Advantages and Limitations
3.2 Future Vision
4 Conclusion
Acknowledgements
References
RFID Smart Shelf Based on Reference Tag Technique
Abstract
1 Introduction
2 Existing RFID Based Smart Shelf
2.1 Sensing Technologies for RFID Estimation Distance
2.2 Sensing Technologies for RFID Estimation Position
3 Methodology
4 Implementation
5 Analysis and Evaluation
6 Discussion
7 Conclusion
Acknowledgment
References
Proposed Mechanism Based on Genetic Algorithm to Find the Optimal Multi-hop Path in Wireless Sensor Networks
Abstract
1 Introduction
2 Related Work
3 Methods
3.1 Leach Routing Protocol
3.2 Genetic Algorithm
3.3 The Design Goal of the Proposed Mechanism
3.4 The First Pre-processing
3.5 The Second Pre-processing
3.6 The Fitness Function
3.7 Workflow of the Proposed Mechanism
4 Conclusion and Future Work
References
Advances in Information Security
Enhancement of Text Steganography Technique Using Lempel-Ziv-Welch Algorithm and Two-Letter Word Technique
Abstract
1 Introduction
2 Related Work
3 Proposed Scheme
3.1 Lempel-Ziv-Welch
3.2 Text Steganography Method
3.3 Techniques for Embedding and Extracting Text Steganography
4 Experimental Results
5 Conclusion and Future Work
References
Acquiring RFID Tag Asymmetric Key from IOT Cyber Physical Environment
Abstract
1 Introduction
2 Background and Related Work
3 Proposed Acquisition Methodologies
3.1 Experimental Setup
4 Findings
5 Discussion
6 Conclusion
Acknowledgement
References
SDN/NFV-Based Moving Target DDoS Defense Mechanism
Abstract
1 Introduction
2 Background and Related Works
3 Methodology
4 Experiments and Discussions
5 Conclusions
Acknowledgment
References
Biometric Based Signature Authentication Scheme for Cloud Healthcare Data Security
Abstract
1 Introduction
1.1 Problem Statement
1.2 Objectives
1.3 Research Motivation
2 Related Study
3 Research Methodology
3.1 Healthcare Data Processing with Hadoop MapReduce
3.2 Process of Neural Network
3.3 Cloud for Healthcare Data
4 Process of Biometric Signature Authentication
4.1 Healthcare Cloud Biometric Signature in Neural Network
4.2 Flow of Biometric Signature in Neural Network
5 Performance Evaluation
6 Conclusion
References
Novel Risk Assessment Method to Identify Information Security Threats in Cloud Computing Environment
Abstract
1 Introduction
2 Related Work
3 Research Methodology
4 Threats Categorization
5 Results and Discussion
6 Conclusion
Acknowledgements
References
Proposing a New Approach for Securing DHCPv6 Server Against Rogue DHCPv6 Attack in IPv6 Network
Abstract
1 Introduction
2 Overview of DHCPv6
3 Security Challenge of DHCPv6 Server
4 Related Work
5 Design of Proposed Approach
5.1 Generating and Distributing Public/Private Key (Stage-One)
5.2 Signature DHCPv6 Server Message (Stage-Two)
5.3 Verifying DHCPv6 Server Messages (Stage-Three)
6 Expected Result
7 Conclusion and Future Work
References
A Review of Ransomware Families and Detection Methods
Abstract
1 Background
2 Literature Review
2.1 Review Stage
2.2 Installation
2.3 Communication
2.4 File Search and Encryption Process
2.5 Extortion
3 Ransomware Evolution and Detection Methods
3.1 Study of Existing Methods
3.2 Evaluation of Existing Methods
4 Conclusion and Future Work
References
A Survey on SCADA Security and Honeypot in Industrial Control System
Abstract
1 Introduction
2 Introduction to SCADA
2.1 System Architecture of SCADA
2.2 Protocols Used in SCADA
2.3 Threats in SCADA
3 Proposed Mechanism
4 Conclusion
References
Review on Feature Selection Algorithms for Anomaly-Based Intrusion Detection System
Abstract
1 Introduction
2 Intrusion Detection System
3 Feature Selection Technique
3.1 Wrapper Method
3.2 Filter Method
3.3 Hybrid Method
4 Existing Works
4.1 Feature Selection Based on Bio-Inspired Algorithms
4.2 Feature Selection Based on Non-inspired Algorithms
5 Discussion
6 Future Research Directions
7 Conclusion
References
Forensic Use Case Analysis of User Input in Windows Application
Abstract
1 Introduction
2 Related Work
3 Methodology
4 Results and Findings
5 Conclusions and Summary
5.1 Future Work
References
Digital Investigation and Forensic User Analysis
Abstract
1 Introduction
2 Related Work
3 Methodology
4 Results and Findings
5 Conclusions
6 Future Work
References
Factors Influencing Information Security Awareness of Phishing Attacks from Bank Customers' Perspective: A Preliminary Investigation
Abstract
1 Introduction
2 Information Security Awareness of Phishing Attacks Among Online Banking Customers
3 Research Methodology
4 Discussion on Interview Outcomes
5 Findings
6 Conclusion
References
Computational Vision: Detection and Simulation Techniques
Exploiting DOM Mutation for the Detection of Ad-injecting Browser Extension
Abstract
1 Introduction
2 Related Work
2.1 Ad-injecting Extension
3 Design and Methodology
3.1 Triggering Website and Events
3.2 Collecting DOM Mutation Using Mutation Observer
3.3 Filtering DOM Mutation Using Pyhton Diflib Library
4 Evaluation
4.1 200 Chrome Extension from Chrome Web Store
4.2 292 Ad Injection Extension
4.3 Method That Has Capability to Mutate DOM
5 Conclusion
Acknowledgements
References
ESCAPE: Interactive Fire Simulation and Training for Children Using Virtual Reality
Abstract
1 Introduction
2 Literature Review
2.1 Fire Safety
2.2 Virtual Reality Technology
3 Methodology
4 Results and Discussion
4.1 Analysis of Interview
4.2 ESCAPE: Interactive Fire Training and Simulation Prototype
4.3 Usability Testing
5 Conclusion and Recommendation
References
DWT-CT Image Watermarking Algorithm with Shuffling and Circular Rotation of Bits
Abstract
1 Introduction
2 Proposed Scheme
3 Experimental Results
4 Conclusions
References
Two Stages Haar-Cascad Face Detection with Reduced False Positive
Abstract
1 Introduction
2 Literature Review
3 Method
4 Experimental Results and Discussions
5 Conclusion
Acknowledgements
References
An Enhanced Context-Aware Face Recognition Alert System for People with Hearing Impairment
Abstract
1 Introduction
2 Related Work
3 Methodology
3.1 The Proposed System Design
3.2 Face Recognition
3.3 Context-Aware Feature in the Proposed System
4 Experimental Work
4.1 Experimental Setup
4.2 Experimental Case Study
5 Simulation Results
6 Conclusion and Findings
7 Future Recommendation
References
Advances in Health Informatics
Self-reflective Visualizations of Patient-Centered Health Information Systems
Abstract
1 Introduction
2 Visuals in Patient-Centered Health Information Systems
2.1 Web-Based Health Support Applications
2.2 Mobile Health Support Applications
2.3 Stand Alone Health Monitoring Devices
2.4 Wearable Health Monitoring Devices
3 Discussion
4 Conclusion and Future Work
Acknowledgement
References
Potential Measures to Enhance Information Security Compliance in the Healthcare Internet of Things
Abstract
1 Introduction
2 Internet of Things (IoT)
3 IoT in Healthcare
4 Research Methods
4.1 Field Settings
4.2 Qualitative Research: Semi-structured Interviews
4.3 Participants' Background
4.4 Data Collection
5 Initial Findings
5.1 Derivation of Information Security Compliance Issues
6 Discussion
6.1 Organisational Measures
6.2 Technological Measures
7 Conclusion
References
A Proposed Conceptual Framework for Mobile Health Technology Adoption Among Employees at Workplaces in Malaysia
Abstract
1 Introduction
2 Literature Review
2.1 Mobile Health Technologies (MHTs)
2.2 Technology Acceptance Models and Theories
2.3 Health Theories and Models
3 Methodology
4 Related Works
5 Conceptual Framework
6 Discussion and Findings
7 Implications
8 Conclusion and Further Remarks
Acknowledgment
References
Problematic of Massively Multiplayer Online Game Addiction in Malaysia
Abstract
1 Introduction
1.1 Motivation of the Study
2 Literature Review
2.1 Internet Game Disorder
2.2 Digital Addiction Factors and Components
3 Methodology
3.1 Focus Group Discussion-FGD
3.2 Selection of FGD
4 Results and Discussion
4.1 Focus Group Discussion Result - FGD 1 and FGD 2
5 Conclusion
References
Exploring Barriers that Affect Telerehabilitation Readiness: A Case Study of Rehabilitation Centre i ...
Abstract
1 Introduction
2 Literature Review
3 Research Methodology
4 Findings
4.1 No Urgency for Change
4.2 Less Awareness
4.3 Less Involvement in Planning
4.4 Not Enough Exposure on E-Healthcare Knowledge
4.5 Resistance to Change
4.6 Less Use of Hardware and Software
4.7 Low Connectivity
5 Discussion and Conclusions
Acknowledgment
References
A Study on Mobile Applications Developed for Children with Autism
Abstract
1 Introduction
2 Methodology
3 Mobile Applications
3.1 BIUTIS
3.2 Autism
3.3 Educational App
3.4 iCAN
3.5 Learn with Rufus: Numbers and Counting
3.6 Mental Imagery Therapy for Autism (MITA)
4 Finding and Discussion
References
Heuristic Evaluation of the Smartphone Applications in Supporting Elderly
Abstract
1 Introduction
2 Background
3 Method
3.1 Briefing Session
3.2 Evaluation Period
3.3 Debriefing Session
4 Results and Discussion
4.1 Assessment of the Smartphone UI
4.2 Debriefing Session Results
4.3 Discussion
5 Conclusion and Future Work
Acknowledgement
References
Information Systems: Modeling the Adoption of Innovations
The Application of Computational Thinking and TRIZ Methodology in Patent Innovation Analytics
Abstract
1 Introduction
1.1 Patent Circumvention Methodology
1.2 Patent Deconstruction Methodology
2 Integration Framework of Computational Thinking Model and TRIZ Methodology for Patent Analytics
3 Case Study: Application of AST Model on Patented Product (US20050156085A1)
3.1 Anatomization Strategy - Decomposition and Abstraction
3.2 Schematization Strategy - Pattern Recognition and Algorithm
4 Conclusions and Recommendations
Acknowledgement
References
Determinant Factors of Customer Satisfaction for E-Hailing Service: A Preliminary Study
Abstract
1 Introduction
2 Related Works
2.1 Customer Satisfaction Model
2.2 E-Hailing Service
2.3 Value Co-creation
3 Method
4 Result
5 Conclusion
Acknowledgements
References
Searching for Suitable Face of Quality in Crowdsourcing - A Personality Perspective
Abstract
1 Introduction
2 Literature Review
3 Research Design
3.1 Research Method and Approach
3.2 Pilot Study
3.3 Instrument
4 Findings
5 Conclusion and Future Work
References
Proposing a Comprehensive IS Continuance Model and Its Factors
Abstract
1 Introduction
2 Literature Review
3 The Purposed Model
3.1 Theoretical Foundation
3.2 Factor Derivation
4 Conclusion and Future Work
References
A Proposed Tourism Information Accuracy Assessment (TIAA) Framework
Abstract
1 Introduction
2 Tourism Information Accuracy Assessment (TIAA) Framework
2.1 Framework Development Methodology
2.1.1 Factor
2.1.2 Sub Factors and Dimensions
2.1.3 Tourism Institutional Environment
2.1.4 Information Environment Data Quality Dimension
2.1.5 Accuracy Assessment
2.1.6 Assessments Stages and Process
2.1.7 Information Accuracy Ratings
2.2 Analysis and Result
3 Conclusion
References
A Framework for Electronic Records Management System Adoption in the Higher Professional Education: Individual, Technological and Environmental Factors
Abstract
1 Introduction
2 Related Works on ERMS
3 Methodology
4 Framework Development
5 Conclusion
Acknowledgment
References
Intention to Use a Cloud-Based Point of Sale Software Among Retailers in Malaysia: The Mediating Effect of Attitude
Abstract
1 Introduction
2 The Proposed Research Model
3 Hypotheses Development
3.1 Technological Context
3.2 Organizational Context
3.3 Environmental Context
3.4 Attitude and Intention (MV DV)
3.5 The Mediating Role of the Attitude on the Relationship Between IVs and DV (IV MV DV)
4 Research Methodology
5 Conclusion
References
Conceptualizing a Model for the Effect of Information Culture on Electronic Commerce Adoption
Abstract
1 Introduction
2 Conceptual Model Development and Hypotheses
2.1 Information Integrity
2.2 Information Formality
2.3 Information Control
2.4 Information Proactiveness
3 Methodology
4 Findings
5 Conclusions and Future Work
Acknowledgments
References
Information Relevance Factors of Argument Quality for E-Commerce Consumer Review
Abstract
1 Introduction
2 Literature Review
3 Study Design
3.1 Discussion on Central Cues: Argument Quality and Information Relevancy
3.2 Discussion on Peripheral Cues: Source Credibility and Review Quantity
4 Conclusion
Acknowledgements
References
The Determinants of Customer Knowledge Sharing Behavior: A Review Study
Abstract
1 Introduction
2 Literature Review
2.1 Customer Knowledge (CK)
2.2 Customer Knowledge Management (CKM)
2.3 Customer Knowledge Sharing (CKS)
3 Methodology
3.1 Search Strategy
3.2 Inclusion and Exclusion Criteria
4 Analysis
4.1 Theories and Models in Previous Studies
4.2 CKS Determinants in Previous Studies
5 Findings
6 Limitations
7 Conclusion
References
Value Innovation in the Malaysian Telecommunications Service Industry: Case Study
Abstract
1 Introduction
2 Related Studies
3 Case Study: The Malaysian Mobile Telecommunications Service Industry
3.1 Overview
3.2 Market Analysis
3.3 Shortfalls and Actions Discourage Customer Satisfaction and Loyalty
3.4 Recommendations
4 Conclusions
References
The Impact of Trust on the Adoption of Cloud Computing Services by University Students
Abstract
1 Introduction
2 Methodology
2.1 Research Model and Hypotheses
2.2 Data Collection
3 Data Analysis and Results
3.1 Reliability and Validity
3.2 Testing of Hypotheses
4 Discussion
5 Conclusion
References
Adoption of Cloud Computing Services by Developing Country Students: An Empirical Study
Abstract
1 Introduction
2 Literature Review
2.1 Technology Acceptance Model 3 (TAM3)
2.2 Related Work
3 Research Model
4 Research Methodology
4.1 Research Instrument
4.2 Population and Sample
4.3 Pilot Study
4.4 Main Study
5 Analysis and Results
5.1 Exploratory Factor Analysis (EFA)
5.2 Confirmatory Factor Analysis (CFA)
5.3 Testing of Hypotheses
5.4 Testing the Moderation Effect
6 Discussion
7 Conclusion, Limitations and Future Work
References
Social Media Services and Applications
The Interaction of Trust and Social Influence Factors in the Social Commerce Environment
Abstract
1 Introduction
2 Literature Review
3 Theoretical Background and Hypothesis Development
4 Research Methodology
5 Data Analysis Results and Findings
6 Discussion of the Major Findings
7 Conclusion and Recommendations for Further Studies
References
Determining Underlying Factors that Influence Online Social Network Usage Among Public Sector Employees in the UAE
Abstract
1 Introduction
2 Literature Review
2.1 Performance Expectancy (PE)
2.2 Effort Expectancy (EE)
2.3 Social Influence (SI)
2.4 Facilitating Conditions (FC)
2.5 Actual Usage (USE)
3 Research Methodology
4 Data Analysis and Results
4.1 Measurement Model Assessment and Confirmatory Factor Analysis (CFA)
4.2 Structural Model Assessment
5 Discussion
6 Conclusion
References
A Theoretical Framework to Build Trust and Prevent Fake News in Social Media Using Blockchain
Abstract
1 Introduction
2 Literature Review
2.1 Users Data are Protected
2.2 User Control Over Contents
2.3 Improved Privacy and Security
2.4 Freedom of Speech
2.5 The Silver Bullet for Crowdfunding
2.6 A Better Payment Method
2.7 The Verifiable Truth on the Internet
3 Research Theoretical Framework and Methodology
4 Research Impact and Vision
5 Conclusion
References
Social Network Sites (SNS) Utilization in Learning Landscape - Systematic Literature Review
Abstract
1 Introduction
1.1 Research Aims
2 Methods
2.1 Data Collection
2.2 Data Analysis
3 Findings and Discussions
3.1 Types of Social Network Sites (SNS)
3.2 Uses of SNS for Learning Purpose
4 Conclusions and Future Works
Acknowledgements
References
An Empirical Study of How Social Influence Impacts Customer Satisfaction with Social Commerce Sites
Abstract
1 Introduction
2 Literature Review
2.1 Consumer Satisfaction in Social Commerce
2.2 Social Influence
2.3 Word of Mouth
2.4 Long-Term Orientation
3 Theoretical Background and Hypothesis Development
4 Research Methodology
5 Data Analysis and Findings
6 Conclusion
References
Electronic Word of Mouth Engagement Model in Social Commerce
Abstract
1 Introduction
2 Theoretical Foundation
2.1 Social Commerce and EWOM
2.2 Elaboration Likelihood Model (ELM)
2.3 Theory of Reasoned Action (TRA)
2.4 Social Support Theory (SST)
3 Research Model and Hypothesis Development
3.1 Information Quality
3.2 Information Credibility
3.3 Website Quality
3.4 Social Support
3.5 Attitude Towards EWOM
3.6 eWOM Engagement
4 Discussion and Future Research Direction
4.1 Conclusions
Acknowledgement
References
Social Media for Informal Learning Usage in Malaysia: Barriers and Benefits
Abstract
1 Introduction
2 Literature Review
3 Methodology
4 Research Findings
4.1 Barriers to Using Social Media for Informal Learning by Academic Researchers
4.2 Benefits to Using Social Media for Informal Learning by Academic Researchers
5 Discussion
6 Conclusion and Limitations
References
Towards the Development of a Citizens' Trust Model in Using Social Media for e-Government Services: ...
Abstract
1 Introduction
2 Methodology
3 Factors Influencing Citizens' Trust
3.1 e-Government in Pakistan
3.2 Antecedents of Trust in e-Government Services
3.3 Important Causal Relationships and Constructs
4 Proposed Model
4.1 Individual Characteristics
4.2 Government Factors
4.3 Risk Factors
4.4 Culture
4.5 Social Media Characteristics
5 Discussion
6 Conclusion
References
The Influence of Social Presence and Trust on Customers' Loyalty to Social Commerce Websites
Abstract
1 Introduction
2 Literature Review
3 Theoretical Framework and Hypothesis
4 Research Methodology
5 Findings
5.1 Assessment of Measurement Model
5.2 Assessment of Structural Model
6 Discussion and Conclusion
References
The Influence of Word of Mouth on Customer Loyalty to Social Commerce Websites: Trust as a Mediator
Abstract
1 Introduction
2 Literature Review
3 Theoretical Framework and Hypothesis
4 Research Methodology
5 Findings
5.1 Assessment of Measurement Model
5.2 Assessment of Structural Model
6 Discussion and Conclusion
References
Advances in Information Technology for Education
A Systematic Literature Review of Augmented Reality Applications in Libraries
Abstract
1 Introduction
2 Methodology
2.1 Planning
2.2 Defining the Scope
2.3 Searching
2.4 Screening
2.5 Data Extraction and Synthesis
2.6 Data Analysis
3 Results
3.1 AR Reading Materials
3.2 Navigational
3.3 Tour and Promotion
3.4 Gaming
4 Conclusions
Acknowledgements
References
The Effects of Demographic Characteristics of Lecturers on Individual and Course Challenges of E-Learning Implementation in a Public University in Yemen
Abstract
1 Introduction
2 Research Objective and Research Question
3 Research Hypotheses
4 Methodology
5 Data Analysis and Findings
5.1 Demographic Background of the Lecturers
5.2 The Effects of Demographics Factors on Individual and Course Challenges of E-learning
6 Discussion
7 Conclusion
References
Guideline for Organizing Content in Adaptive Learning System
Abstract
1 Introduction
2 Theoretical Foundation
2.1 Online Learning System
2.2 Learning Style
2.3 Adaptive Educational System
3 Adaptation Components
3.1 Learners Model
3.2 Adaptation Mapping Process
4 Adaptation Guidelines for Different Types of Learners in Adaptive Online Learning System
4.1 Guideline for Organizing Content
5 Discussion
6 Conclusions
Acknowledgement
References
Development and Validation of Instrument for Assessing Researcher's Participation in e-Collaboration
Abstract
1 Introduction
2 Literature Review
3 Methodology
4 Instrument Development
5 Instrument Validation
6 Conclusion
Acknowledgements
References
Recent Trends on Software Engineering
A Systematic Mapping Study on Microservices
Abstract
1 Introduction
2 Background
3 Related Works
4 Research Method
4.1 Search and Collecting Papers
4.2 Research Question
4.3 Inclusion, Exclusion
4.4 Keywords
5 Data Extraction and Mapping
5.1 Metrics and Measurements
5.2 Microservices Architecture
5.3 Experiments/ Case Studies
6 Results
6.1 Q1 (The Main Areas of Focus in Microservices' Researches)
6.2 Q2 (Areas that are Requiring More Researches)
7 Findings
8 Conclusion
References
A Theoretical Framework for Improving Software Project Monitoring Task of Agile Kanban Method
Abstract
1 Introduction
2 Literature Review
2.1 Agile Kanban Method
2.2 Progress Monitoring Task
2.3 Existing Models and Tools
3 Related Theories
3.1 The Explicit Theory of Project Management (TETPM)
3.2 The Progress Monitoring Theory (PMT)
3.3 The Program Theory (TPT)
4 Discussion
5 Conclusion and Future Work
Acknowledgment
References
Non-functional Ontology Requirements Specifications: Islamic Banking Domain
Abstract
1 Introduction
2 Non-functional Requirements for the Ontology
2.1 Characteristics of Islamic Banking Ontology
2.2 Development Criteria for Islamic Banking Ontology
3 Reflecting the Domain Characteristics into Non-functional Requirement Specification
4 Testing the Non-functional Requirements
5 Conclusion
References
A Proposed Framework Using Exploratory Testing to Improve Software Quality in SME's
Abstract
1 Introduction
2 Current Challenges in SME's
3 Literature Review
3.1 Complexities in Testing Methods
3.2 Why Exploratory Testing?
4 Research Focus
5 Conclusion and Future Work
References
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