Emerging Trends in Intelligent Computing and Informatics

Name: Emerging Trends in Intelligent Computing and Informatics | Data Science, Intelligent Information Systems and Smart Computing
Brand: Springer
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Data Science, Intelligent Information Systems and Smart Computing

Faisal Saeed Fathey Mohammed Nadhmi Gazem(Herausgeber*in)

Springer (Verlag)

1. Auflage

Erschienen am 1. November 2019

XXI, 1188 Seiten

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Inhalt

Intro
Preface
IRICT 2019 Organizing Committee
Honorary Co-chairs
International Advisory Board
Conference General Chair
Program Committee Co-chairs
Technical Committee Chair
Publications Committee
Publicity Committee
IT and Multimedia Committee
Treasure Committee
Logistic Committee Chair
Registration Committee Chair
International Technical Committee
Contents
Data Science and Big Data Analytics
Arabic Text Stemming Using Query Expansion Method
Abstract
1 Introduction
2 Related Work
3 Proposed Approach
4 Experiments
4.1 Datasets
4.2 Evaluation Metrics
4.3 Benchmark
4.4 Performance
5 Conclusion
Acknowledgment
References
The Adoption of Business Intelligence Systems in Textile and Apparel Industry: Case Studies
Abstract
1 Introduction
2 The Literature Review
2.1 Enabling Technologies for BI Systems Adoption
3 Research Problem
4 Research Methodology
5 Findings
5.1 BI Systems in Textile and Apparel Industry
5.2 BI Systems in Textile and Apparel Industry
5.3 Some Major Barriers for BI Systems Adoption
5.4 Critical Success Factors for the Adoption BI Systems
6 Discussion and Conclusion
References
Review on Feature Selection Methods for Gene Expression Data Classification
Abstract
1 Introduction
2 Gene Expression
3 Feature Selection
3.1 Filter Methods
3.2 Wrapper Methods
3.3 Embedded Methods
4 Discussion to Feature Selection Methods for Gene Expression Data Classification
5 Conclusion
References
Data Governance Support for Business Intelligence in Higher Education: A Systematic Literature Review
Abstract
1 Introduction
2 Related Works
3 Methodology
3.1 Analysis
4 Results and Findings
5 Conclusion
References
Big Data Analytics Adoption Model for Malaysian SMEs
Abstract
1 Introduction
2 Theoretical Background
3 Research Model
4 Conclusion and Future Work
Acknowledgement
References
Aedes Entomological Prediction Analytical Dashboard Application for Dengue Outbreak Surveillance
Abstract
1 Introduction
2 Methods
2.1 Requirement Phase
2.2 Analysis Phase
2.3 Design Phase
3 System Development and Implementation
3.1 Development of System Functionalities
3.2 Prediction Algorithm Using Google's TensorFlow
4 System Testing
5 Conclusion
Acknowledgement
References
A Study on the Impact of Crowd-Sourced Rating on Tweets for the Credibility of Information Spreading
Abstract
1 Introduction
1.1 Background Study
2 Research Method
3 Experimental Design
3.1 Expected Deliverable
4 Results and Analysis
4.1 Questionnaires Results
4.2 Analysis of the Frequency of the Respondent's Rating for Sample Tweets
4.3 Analysis of the Type of Tweets that Influence the Most Sharing
5 Discussion and Conclusion
References
A Study of Deterioration in Classification Models in Real-Time Big Data Environment
Abstract
1 Introduction
1.1 Motivation
1.2 Dynamic Behavior of Big Data and Improvement in Classification Models
1.3 Classification Using Big Data
2 Related Work
3 Research Methodology
3.1 Dataset
3.2 Models and Tools
3.3 Performance Parameters
4 Results
5 Conclusion
Acknowledgment
References
Missing Data Characteristics and the Choice of Imputation Technique: An Empirical Study
Abstract
1 Introduction
2 Review of Literature
3 Characteristics and Treatments of Missing Data
3.1 Missing Data Characteristics
3.2 Treatments of Missingness
4 Extreme Learning Machine Classifier
5 Proposed Multiple Imputation Model
6 Experimental Setup
7 Discussion of Results
8 Conclusion
References
Semantic Annotation of Scientific Publications Based on Integration of Concept Knowledge
Abstract
1 Introduction
2 Related Work
3 Semantic Similarity
3.1 Corpus-Based Approaches
3.2 Knowledge-Based Approaches
4 Semantic Similarity Measures: WordNet
4.1 Path Length-Based Measure
4.2 Information Content-Based Measure
4.3 Feature-Based Measure
4.4 Hybrid Measure
5 Overview of the Approach
6 Semantic Annotation Architecture
6.1 Data Preparation
6.2 Features Analysis
6.3 Computational Model of Semantic Similarity
6.4 Concepts Integration
6.5 Document Annotation
7 Result and Discussion
8 Conclusion and Future Work
References
Genetic Algorithm Based Feature Selection for Predicting Student's Academic Performance
Abstract
1 Introduction
2 Related Work
2.1 Feature Selection
3 Method
3.1 Framework
4 Experimental Design
4.1 Experimental Setup
4.2 Dataset Description
4.3 Model Validation
4.4 Evaluation Measures
5 Result and Discussion
6 Conclusion
References
Morphosyntactic Preprocessing Impact on Document Embedding: An Empirical Study on Semantic Similarity
Abstract
1 Introduction
2 Related Work
3 Word Embedding
3.1 Word2vec
3.2 Doc2vec
4 Text Preprocessing
5 Experiments
5.1 Corpora
5.2 Evaluation Metrics
5.3 Results
6 Conclusion and Future Work
References
Text Steganography with High Embedding Capacity Using Arabic Calligraphy
Abstract
1 Introduction
1.1 Arabic Calligraphy
2 Related Work
3 Material and Methods
3.1 Data Set
3.2 AC-STEGA Using One Shape of Letters
3.3 Preparation Phase
3.4 Embedding Phase for Multiple Shapes of Letters
3.5 Extraction Phase for Multiple Shapes of Letters
4 Experimental Results and Discussion
4.1 The Experimental Environment
4.2 Coverage Capacity
4.3 Evaluation of the Results
4.4 Security Evaluation
5 Conclusions and Future Work
References
A Genetic Algorithm-Based Grey Model Combined with Fourier Series for Forecasting Tourism Arrivals in Langkawi Island Malaysia
Abstract
1 Introduction
2 Materials and Methods
2.1 Traditional GM (1, 1) Model
2.2 Fourier Series Based GM (1, 1) Model
2.3 Genetic Algorithm Based Grey Model - GAGM (1, 1)
2.4 ARIMA Model
2.5 Evaluate Precision of Forecasting Models
3 Results and Discussion
4 Conclusion
References
Drought Forecasting Using Gaussian Process Regression (GPR) and Empirical Wavelet Transform (EWT)-GPR in Gua Musang
Abstract
1 Introduction
2 Materials and Methods
2.1 EWT-GPR Model
2.2 Empirical Wavelet Transform
2.3 Gaussian Process Regression
2.4 Performance Comparison
2.5 Study Area
3 Results and Discussion
3.1 Gaussian Process Regression
3.2 EWT-GPR
3.3 Performance Evaluation
4 Conclusion
Acknowledgement
References
Xword: A Multi-lingual Framework for Expanding Words
Abstract
1 Introduction
2 Related Work
3 Xword Architecture
4 NLP Resources Used in Xword
5 Corpus
6 Training Embedding Models
7 Conclusion and Future Plan
References
Artificial Intelligence and Soft Computing
Context-Aware Ontology for Dengue Surveillance
Abstract
1 Introduction
1.1 Dengue Fever
1.2 Dengue Surveillance in Malaysia
2 Methodology
3 Result and Discussion
3.1 Ontology Main Classes and Concepts
3.2 Ontology Validation
4 Conclusion
Acknowledgements
References
A Proposed Gradient Tree Boosting with Different Loss Function in Crime Forecasting and Analysis
Abstract
1 Introduction
2 Gradient Tree Boosting (GTB)
3 Study on Loss Function in GTB for Crime Forecasting
4 Experimental Setup
4.1 Data Definition
4.2 Data Preparation
4.3 Parameter Configuration
4.4 Evaluation Analysis
5 Result Analysis and Discussion
6 Conclusion
Acknowledgement
References
Derivation of Test Cases for Model-based Testing of Software Product Line with Hybrid Heuristic Approach
Abstract
1 Introduction
2 Related Works
3 Basic Concept and Definition
3.1 Floyd-Warshall Algorithm in Model-Based Testing
3.2 Branch and Bound Algorithm (BBA) and Best First Search (BFS)
4 Details of FWA-BBA-BFS
5 Results
5.1 Performance Evaluations
5.2 Characterizing the Performance of Algorithms
6 Conclusion and Future Work
Acknowledgement
References
Occluded Face Detection, Face in Niqab Dataset
Abstract
1 Introduction
2 Related Studies
3 Niqab Dataset
3.1 Dataset Collection
4 Experimental Results
5 Conclusion and Future Work
References
Spin-Image Descriptors for Text-Independent Speaker Recognition
Abstract
1 Introduction
2 Materials and Methods
2.1 Speech Spectrogram Image Generation
2.2 Spectrogram Image Enhancement
2.3 Feature Vector Extraction
2.4 Classification Stage
2.5 Experimental Design
3 Experimental Results
4 Conclusion and Future Work
References
Convergence-Based Task Scheduling Techniques in Cloud Computing: A Review
Abstract
1 Introduction and Motivation
1.1 Problem Statement
1.2 Contribution of This Paper
2 Related Works
3 Issues of Existing Convergence-Based Task Scheduling Techniques
3.1 Bio- Inspired Techniques
3.2 Swarm Intelligence (SI)
4 Open Research Issues and Challenges in Cloud Task Scheduling
5 Conclusion and Recommendations
Acknowledgment
References
Imperative Selection Intensity of Parent Selection Operator in Evolutionary Algorithm Hybridization for Nurse Scheduling Problem
Abstract
1 Introduction
2 Nurse Coverage on Daily Basis
2.1 The Classification of Constraints
3 Construction of Evolutionary Algorithm
3.1 Binary Tournament Parent Selection
3.2 Discovery Rate Parent Selection
3.3 Discovery Rate Tournament Parent Selection
4 Experimental Result of Proposed Parent Selection
4.1 Comparison of Parent Selection Operators
5 Conclusion
References
Detection of Cirrhosis Through Ultrasound Imaging
Abstract
1 Introduction
2 Literature Survey
3 Methodology
4 Results and Discussion
5 Conclusion
References
Methods to Improve Ranking Chemical Structures in Ligand-Based Virtual Screening
Abstract
1 Introduction
2 Machine Learning Methods for Ranking Chemical Structures
2.1 Support Vector Machines (SVM)
2.2 Decision Trees (DT)
2.3 Naïve Bayesian Methods (NBM)
2.4 K-Nearest Neighbors (K-NN))
2.5 Artificial Neural Networks (ANN)
2.6 Partial Least Squares (PLS)
2.7 Genetic Algorithm (GA)
2.8 Support Vector Regression (SVR)
3 Alternative Ranking Approaches
3.1 Interactive Probability Ranking Principle
3.2 Maximal Marginal Relevance
3.3 Portfolio Theory
3.4 Quantum Probability Ranking Principle
4 Conclusion
References
Analysis on Misclassification in Existing Contraction of Fuzzy Min-Max Models
Abstract
1 Introduction
2 Methodology
3 Findings and Discussion
4 Conclusion
Acknowledgement
References
Modified Opposition Based Learning to Improve Harmony Search Variants Exploration
Abstract
1 Introduction
2 HS and Its Variants
2.1 Original HS Structure
2.2 HS Variants
3 Proposed Algorithms
3.1 MOBL Structure
4 Results
5 Conclusion
Acknowledgment
References
Word Embedding-Based Biomedical Text Summarization
Abstract
1 Introduction
2 Background and Related Work
3 Method
3.1 Text Pre-processing
3.2 Graph Construction
3.3 Sentences Ranking
3.4 Summary Generation
4 Experimental Results
4.1 Dataset
4.2 Pre-trained Word2vec Model
4.3 Evaluation Metric
4.4 Comparison Results
5 Conclusion and Future Work
References
Discrete Particle Swarm Optimization Based Filter Feature Selection Technique for the Severity of Road Traffic Accident Prediction
Abstract
1 Introduction
2 Related Work
3 Proposed Technique
3.1 Discrete Particle Swarm Optimization (DPSO)
3.2 Fast Correlation Based Feature Selection (FCBF)
3.3 Dataset
4 Experimental Setup and Result
5 Discussion
5.1 Performance Measure
6 Conclusion
References
Classification of Mammogram Images Using Radial Basis Function Neural Network
Abstract
1 Introduction
2 Related Work
3 The Proposed Method
3.1 Mammogram Database
3.1.1 Cropping Based on Region of Interest
3.2 Feature Extraction
3.3 Classification of Mammograms
3.4 Radial Basis Function
3.5 Multilayer Perceptron Network (MPL)
3.6 Performance Measurements
4 Experimental Study
5 Conclusion
References
Cycle Generative Adversarial Network for Unpaired Sketch-to-Character Translation
Abstract
1 Introduction
2 Related Work
2.1 Generative Adversarial Networks
2.2 Cycle-Consistent Adversarial Networks
2.3 Face and Character Generation
3 Methodology
3.1 Dataset Creation
3.2 Model Adoption
3.3 Performance Evaluation
4 Results and Discussion
5 Conclusion
References
Rabies Outbreak Prediction Using Deep Learning with Long Short-Term Memory
Abstract
1 Introduction
2 Materials and Methods
2.1 Long Short-Term Memory (LSTM)
3 Results
3.1 Accuracy
3.2 Root Mean Square Error (RMSE)
3.3 Comparative Study and Discussion
4 Conclusion
References
Bioactivity Prediction Using Convolutional Neural Network
Abstract
1 Introduction
2 Materials and Methods
2.1 Datasets
2.2 Input Representation
2.3 Network Architecture
2.4 Machine Learning Algorithms
3 Results and Discussion
3.1 Evaluation Measures
3.2 Results
4 Conclusion
Acknowledgment
References
An Improved Jaya Algorithm-Based Strategy for T-Way Test Suite Generation
Abstract
1 Introduction
2 Overview of T-Way Testing
3 Related Works
4 Proposed Strategy
4.1 Original Jaya Algorithm
4.2 Improved Jaya Algorithm Based Strategy for T-Way Test Suite Generation
5 Results and Discussion
5.1 Performance Evaluation
5.2 Convergence Rate Analysis
6 Conclusion
Acknowledgements
References
Artificial Intelligence Techniques for Predicting the Flashover Voltage on Polluted Cup-Pin Insulators
Abstract
1 Introduction
2 Methods
2.1 The Proposed Mathematical Model
2.2 The Proposed Model for Flashover Voltage
2.3 Experimental Design
2.3.1 Experiment Facilities
2.3.2 Test Specimens
2.3.3 Test Procedure
2.4 Determination of Arc Constants Using Genetic Algorithm
2.5 Derivation of Artificial Intelligence (AI)
3 Results and Discussion
3.1 Critical Current and Flashover Voltage {\varvec U}_{{{\varvec FO}}} {\varvec } for Polluted Insulators
3.2 Validation of Model and Artificial Intelligence Results
4 Conclusion
References
Heart Disease Diagnosis Using Diverse Neural Network Categories
Abstract
1 Introduction
2 Related Works
3 The Neural Networks Algorithms
3.1 RBF Neural Network
3.2 Quick Neural Network
3.3 Dynamic Neural Network
3.4 Multiple Neural Networks
3.5 Prune Neural Network
3.6 Exhaustive Prune
4 Research Methodology Framework
5 Dataset
6 Results and Discussion
7 Conclusion and Future Work
References
Solving the Minimum Dominating Set Problem of Partitioned Graphs Using a Hybrid Bat Algorithm
Abstract
1 Introduction
2 Related Work
3 Proposed Method
4 Experimental Results
5 Conclusion
References
A Voice Morphing Model Based on the Gaussian Mixture Model and Generative Topographic Mapping
Abstract
1 Introduction
2 Related Studies
3 Description of the Proposed Model
3.1 Speech Analysis and Features Modeling Phase
3.2 Conversion Phase
3.3 Synthesis Phase
4 Results and Evaluation
4.1 Phase 1: Speech Analysis and Features Modeling
4.2 Phase 2: GMM Mapping
4.3 Phase 3: Speech Synthesis
4.4 Evaluation
5 Conclusion
References
A Semantic Taxonomy for Weighting Assumptions to Reduce Feature Selection from Social Media and Forum Posts
Abstract
1 Introduction
2 Related Works
2.1 Lexical Source and Semantic Relationships in Social Media
2.1.1 Detecting and Capturing the Similarity in Clustering
2.1.2 Semantic Taxonomy of Structural Similarity Detection
2.1.3 The Semantic Relationship Between Two Words
3 The Proposed Semantic Representation
3.1 Hyperspace Analogue to Language (HAL)
3.2 Correlated Occurrence Analogue to Lexical Semantic
3.3 Co-occurrence Association Model
3.4 Semantic Similarity Retrieval Model
3.5 Lexical Source of WordNet 3.1 from Social Media
3.5.1 Preprocessing
3.5.2 Stop-Words
3.5.3 Stemming
3.5.4 Normalization
4 A New Weighting of the Taxonomy
4.1 Reduction Features of Constant Weighting Assumption
5 Experiments and Results
5.1 Experiments
6 Conclusion
Acknowledgment
References
Content-Based Scientific Figure Plagiarism Detection Using Semantic Mapping
Abstract
1 Introduction
2 Related Studies
3 Plagiarism of Idea in Scientific Publications
4 Proposed Method to Detect Plagiarism of Figure
4.1 Extraction of Figure Features
4.2 Semantic Mapping
5 Conclusion and Future Work
References
TwitterBERT: Framework for Twitter Sentiment Analysis Based on Pre-trained Language Model Representations
Abstract
1 Introduction
2 Related Work
2.1 Twitter Sentiment Analysis
2.2 Recent Advances in Natural Language Embeddings
3 Materials and Methods
3.1 Framework Overview
3.2 Four-Stage Framework
3.3 Datasets
4 Experimental Results
5 Conclusion
References
Internet of Things (IoT)
Evaluation of SRAM PUF Characteristics and Generation of Stable Bits for IoT Security
Abstract
1 Introduction
1.1 SRAM PUF
2 Related Works
3 Evaluation of SRAM PUF Characteristics
3.1 Analytic Techniques
3.2 Evaluation Results
4 Obtaining Stable SRAM Bits
4.1 Data Remanence Algorithm
4.2 Obtaining Strong '0's and Strong '1's from SRAM PUF
5 Conclusion
References
Generic 5G Infrastructure for IoT Ecosystem
Abstract
1 Introduction
2 Literature Review
2.1 Wireless Networks Challenges in IoT
2.2 Evolution of 1G Through 5G Cellular Networks
2.3 Fourth Generation (4G)
2.4 Fifth Generation (5G)
3 IoT Ecosystem Applications
3.1 Smart Cities
3.2 Industrial Internet of Things (IIoT)
3.3 Healthcare
4 Discussion
5 Conclusion and Future Work
References
Sensor Network in Automated Hand Hygiene Systems Using IoT for Public Building
Abstract
1 Introduction
2 Related Work
3 SN-AHHS Architectures and Design
3.1 Functional Requirement
3.2 Non-functional Requirement
3.3 Software for SN-AHHS Architecture
3.4 Hardware for SN-AHHS Architecture
3.5 SN-AHHS Algorithm
3.6 SN-AHHS Circuit
4 Evolution and Discussion
4.1 Functional Testing
4.2 Analytical Results
5 Conclusion
References
Security Attacks in IEEE 802.15.4: A Review Disassociation Procedure
Abstract
1 Introduction
2 Security Services in IEEE 802.15.4 Networks
2.1 Access Control
2.2 Message Integrity
2.3 Message Confidentiality
2.4 Replay Protection
3 The Security Packet in the IEEE 802.15.4 Networks
3.1 Disassociation Packet
4 Potential Attacks Against Disassociation Packet
4.1 First Scenario
4.2 Second Scenario
5 Conclusion
Acknowledgments
References
Traditional Versus Decentralized Access Control for Internet of Things (IoT): Survey
Abstract
1 Introduction
2 Review of the Literature of AC Methods
2.1 Traditional Architectures
2.2 Decentralization Methods
3 Comparison Based on the Challenges for IoT Mechanism
4 Conclusion
References
Intelligent Communication Systems
Antenna Design Using UWB Configuration for GPR Scanning Applications
Abstract
1 Introduction
2 Antenna Design and Configurational Analysis
2.1 Planar Antenna Design
2.2 Antenna Configurations Test for Scanning/Detection
3 Conclusion
Acknowledgement
References
A Robust Hybrid Model Based on Kalman-SVM for Bus Arrival Time Prediction
Abstract
1 Introduction
2 Methodology
2.1 Research Framework
2.2 SVM and Kalman Filtering Algorithm
3 Results and Discussion
3.1 Dataset Description
3.2 Predicted Travel Time After Implemented SVM with Kalman
3.3 Model Evaluation
4 Conclusions
Acknowledgments
References
Future Internet Architectures
Abstract
1 Introduction
2 Survey and Issues
3 ICN Approaches
3.1 Content-Centric Networking (CCN)
3.2 Network of Information (NetInf)
3.3 Data-Oriented Network Architecture (DONA)
3.4 Publish-Subscribe Internet Routing Paradigm (PSIRP)
4 Overview of ICN
4.1 ICN Naming
4.2 ICN Routing
4.3 ICN Security
4.4 ICN Caching
4.5 ICN Mobility
References
Compute and Data Grids Simulation Tools: A Comparative Analysis
Abstract
1 Introduction
2 Overview of Grid Systems
2.1 Classifications of the Grid Systems
3 Interactions of Data Grids with Compute Grids
3.1 Motivations for Data Grids
4 Some Major Grid Projects and Their Deployment Focus
5 Characteristic Features of the Grid Systems
5.1 Compute Grids Characteristics
5.2 Data Grids Characteristics
6 Grid Systems Simulation Tools and Areas of Applications
7 Conclusions and Future Work
References
Resource Discovery Mechanisms in Shared Computing Infrastructure: A Survey
Abstract
1 Introduction
2 Centralized Resource Discovery Mechanisms
3 Decentralized Resource Discovery Mechanisms
4 Hierarchical Resource Discovery Mechanisms
5 Mechanisms Comparison
6 Conclusion and Future Work
References
Improving QoS for Non-trivial Applications in Grid Computing
Abstract
1 Introduction
2 Related Work
2.1 Extensible Argonne Scheduling System (EASY)
2.2 Conservative Backfilling (CONS)
3 Swift Gap Mechanism
3.1 Stage One: Building Initial Solution
3.2 Stage Two: The Optimization
3.3 Completion Time Scheme
4 Swift Gap Evaluation
4.1 Workload and Simulation Properties
4.2 Simulation Results and Discussion
5 Conclusion and Future Work
References
The Role of Management Techniques for High-Performance Pending Interest Table: A Survey
Abstract
1 Introduction
2 Named Data Networking
3 Pending Interest Table
4 PIT Research Issues
5 PIT Management Techniques
5.1 PIT Implementation Approaches
5.2 PIT Placement Schemes
5.3 PIT Replacement Policies
5.4 Adaptive Interest Lifetime Techniques
6 Conclusion
References
Software Defined Network Partitioning with Graph Partitioning Algorithms
Abstract
1 Introduction
1.1 From Conventional to Software Defined Networks
1.2 Limitations of Conventional Networking Technology
2 Software Defined Networks
3 Architectural Components of SDN
3.1 SDN Application Plane
3.2 SDN Controller
3.3 SDN Data Plane
4 OpenFlow
5 Graph Partitioning Algorithms
6 Conclusion
References
Organizing Named Data Objects in Distributed Name Resolution System for Information-Centric Networks
Abstract
1 Introduction
2 Information-Centric Networks
2.1 Interest and Data Transmission in ICN
2.2 Distributed NRS
3 Name Registration in NRS
4 DNRS Mechanism Implementation
5 BBT Based NDO Storage Mechanism
6 Results and Discussion
7 Conclusion
References
Scheduling Criteria Evaluation with Longer Job First in Information Centric Network
Abstract
1 Introduction
2 Introduction
2.1 Scheduler
3 Scheduling Algorithm
3.1 First Come First Served (FCFS)
3.2 Shortest Job First (SJF)
3.3 Priority Scheduling
3.4 Round Robin
3.5 Longest Job First Extended with CBT
4 ICN Overview
5 Cache Scheduling
5.1 Proxy Cache
5.2 Reverse Proxy Cache
5.3 Transparent Cache
5.4 Adaptive Cache
5.5 Active Cache
6 LJF+CBT Shift with ICN
7 Conclusion
References
An Evaluation of Performance of Location-Based and Location-Free Routing Protocols in Underwater Sensor Networks
Abstract
1 Introduction
2 Related Works
2.1 Location-Based Protocols
2.2 Location-Free Protocols
3 Simulation of Location-Based and Location-Free OR Using Aqua-Sim
3.1 Simulation Setup
3.2 Metrics Used for Evaluating the Performance
4 Results and Discussion
4.1 Analysis of the Results
5 Conclusion
References
Development of WDM System in Optical Amplifiers by Manipulating Fiber Length and Bandwidth for Telecommunication System
Abstract
1 Introduction
2 Design and Operation
3 Result and Discussion
4 Conclusion
References
5G Channel Propagation at 28 GHz in Indoor Environment
Abstract
1 Introduction
2 Measurement Campaign
3 Path Loss Analysis
4 Time Dispersion Analysis
5 Conclusion
Acknowledgment
References
Design Specification of Context Cognitive Trust Evaluation Model for V2V Communication in IoV
Abstract
1 Introduction
2 Related Work
2.1 Trust
2.2 Trust Measuring Types
2.3 V2V
2.4 Context Awareness
3 Proposed Trust Model
3.1 Parameter Module
3.2 Context Module
3.3 Trust Evaluation Module
4 Design Analysis and Discussion
5 Conclusion and Future Work
References
Small and Bandwidth Efficient Multi-band Microstrip Patch Antennas for Future 5G Communications
Abstract
1 Introduction
2 Design Procedure
2.1 Design I
2.2 Design II
3 Simulation Results and Discussions
3.1 Design I
3.2 Design II
4 Conclusions
References
Compact and Bandwidth Efficient Multi-band Microstrip Patch Antennas for 5G Applications
Abstract
1 Introduction
2 The Design Procedure
2.1 The Dual-band Rectangular Microstrip Patch Antenna
2.2 The Tri-band Rectangular Microstrip Patch Antenna
3 Simulation Results and Discussions
4 Conclusions
References
Towards the Development of a Smart Energy Grid
Abstract
1 Introduction
2 Smart Energy Grid
3 Features
4 Components
5 Architecture
6 Areas
7 Future Directions
8 Conclusion
Acknowledgments
References
A Survey of Geocast Routing Protocols in Opportunistic Networks
Abstract
1 Introduction
2 Background on Opportunistic Geocast Routing
2.1 Envisioned Applications of Geocast Routing
2.2 Unique Characteristics of OppNet Geocast Routing
3 A Taxonomy of OppNet Geocast Routing Protocols
3.1 Predicting Node Movement
3.2 Identifying Message Endpoint
3.3 Computing the Forwarding Utility
3.4 Forwarding Algorithm
3.5 Message Dissemination
4 Current State and Potential Research Direction in OppNet Geocasting
5 Conclusion
References
Hybrid Storage Management Method for Video-on-Demand Server
Abstract
1 Introduction
2 Related Studies
3 Methods
3.1 FC-MMS Component
3.2 FC-C Component
3.3 FC-DSC Scheme
4 Experimental Design
4.1 Simulation Setup and Parameters
4.2 Simulation of the FADM VOD Server
5 Simulation Results and Discussion
6 Conclusions
References
New Architecture Design of Cloud Computing Using Software Defined Networking and Network Function Virtualization Technology
Abstract
1 Introduction
1.1 Software-Defined Network (SDN)
1.2 SDN Based Cloud Computing
1.3 Network Function Virtualization
2 Related Studies
3 Proposed Architecture
4 Conclusion
Acknowledgment
References
Movement Pattern Extraction Method in OppNet Geocast Routing
Abstract
1 Introduction
2 Related Work
3 Proposed Movement Pattern Extraction Method
3.1 Movement Prediction
3.2 Movement Pattern Extraction
4 Experimental Result
5 Conclusion
References
Advances in Information Security
A Framework for Privacy and Security Model Based on Agents in E-Health Care Systems
Abstract
1 Introduction
2 Related Studies
2.1 Motivation of the Proposed Framework
3 Intelligent Agents
4 Proposed Framework
4.1 Working Principle
4.2 Research Findings
5 Conclusion and Future Work
References
Normal Profile Updating Method for Enhanced Packet Header Anomaly Detection
Abstract
1 Introduction
2 Related Work
3 Overview of the PbPHAD Model
4 Normal Profile Updating Method (NPUM) for Enhancing PHAD Model
4.1 Architecture of NPUM Method
4.2 Simulation Design
4.3 Composition Process
5 Experimental Results on the 1999 DARPA IDS Evaluation Data Set and Comparison with the Reference Model
5.1 Results for the Selected Host I
5.2 Results for the Selected Host II
5.3 Result Discussion
6 Conclusions
Hybrid Solution for Privacy-Preserving Data Mining on the Cloud Computing
Abstract
1 Introduction
2 Related Works
2.1 Anonymization-Based Methods
2.2 Cryptography-Based Methods
2.3 Hybrid-Based Methods
3 The Current Research Gap and Problem Analysis
4 The Proposed Solution for Privacy-Preserving Data Mining Over the Cloud
5 Analysis and Discussion
6 Conclusion
Acknowledgments
References
Detecting False Messages in the Smartphone Fault Reporting System
Abstract
1 Introduction
2 Related Works
2.1 False Text Detection in Reporting Services
3 Methodology
4 Evidence Detection Framework
4.1 Data Preparation
5 Results and Discussion
6 Conclusion and Future Work
Acknowledgement
References
Local Descriptor and Feature Selection Based Palmprint Recognition System
Abstract
1 Introduction
2 Feature Extraction Step Using Local Descriptors
2.1 MBLDP Descriptor
2.2 MBELDP Descriptor
3 Feature Fusion and Feature Selection Steps
3.1 Feature Fusion Step
3.2 Feature Selection Step
4 The Proposed System
5 Experimental Results and Discussion
5.1 Experimentations
5.2 Discussion
6 Conclusion
References
A Harmony Search-Based Feature Selection Technique for Cloud Intrusion Detection
Abstract
1 Introduction
2 Related Works
3 Harmony Search Technique
4 Dataset and Experimental Setup
5 Experimental Result and Analysis
5.1 Comparison with Related Work
6 Conclusions
Acknowledgement
References
Security Assessment Model to Analysis DOS Attacks in WSN
Abstract
1 Introduction
2 Related Works
3 The Proposed Assessment Model
4 Fault Tree Design
5 Security Assessment Implementation
6 Results
7 Discussion
8 Conclusion
References
Information Security Research for Instant Messaging Service in Taiwan - Build a Private Instant Messaging
Abstract
1 Introduction
1.1 Research Motivation
1.2 Research Purposes
2 Literature Discussion
2.1 Cyber Warfare
2.2 Communication Content
3 Research Method
3.1 System Analysis
3.2 System Planning
3.3 System Construction
3.4 Testing, Evaluation and Correction
3.5 Compare with LINE
4 Conclusion
References
A Model of Information Security Policy Compliance for Public Universities: A Conceptual Model
Abstract
1 Introduction
2 Literature Review
3 Conceptual Framework
4 Conclusion
References
A Framework for Preserving Location Privacy for Continuous Queries
Abstract
1 Introduction
2 Related Work
3 Proposed Set of Requirements
4 Proposed Framework
4.1 The Need for a New Privacy Leakage Metric
4.2 Preliminaries
4.3 Proposed Privacy Leakage Metric
4.4 MOPROPLS Framework
5 Evaluation and Results
5.1 Framework Implementation
5.2 Dataset
5.3 Inference Attack
5.4 Experimental Setup
5.5 Experimental Scenarios and Results
6 Conclusion
References
Deliberate Exponential Chaotic Encryption Map
Abstract
1 Introduction
2 Deliberate Exponential Chaotic Map
3 DECM Characteristics Analysis
4 Conclusion and Future Work
References
Using Hyperledger Fabric Blockchain to Maintain the Integrity of Digital Evidence in a Containerised Cloud Ecosystem
Abstract
1 Introduction
2 Related Work
3 Background
4 Blockchain
4.1 Hyberledger Fabric
4.2 The Proposed Hyberledger Fabric Cloud Ecosystem Framework
5 Docker and Hyperledger Fabric Stacks
5.1 The Difference Between Docker Container and Virtual Machine
6 Cloud Computing
7 Digital Forensics
8 Summary
9 Conclusions and Future Work
Acknowledgements
References
Phishing Email: Could We Get Rid of It? A Review on Solutions to Combat Phishing Emails
Abstract
1 Introduction
2 Phishing Process
3 Phishing Email Stages
4 A Classification and Survey of Phishing Email
4.1 Attacker\Sender
4.2 Victim\Receiver
4.3 Email Message
5 Conclusion
References
Deauthentication and Disassociation Detection and Mitigation Scheme Using Artificial Neural Network
Abstract
1 Introduction
2 Related Works
3 Proposed Solution
3.1 Features Derivation
3.2 Model Construction
3.3 Online Operation
4 Experimental Design
4.1 Traffic Capturing and Normal Traffic Generation
4.2 DE-Authentication/Disassociation Attack Simulation
4.3 Performance Evaluation
5 Conclusion
References
Advances in Information Systems
Influence of Smart Interactive Advertising Based on Age and Gender: A Case Study from Sri Lanka
Abstract
1 Introduction
2 Literature Review
3 Methodology
3.1 The Survey
3.2 The Prototype
4 Results and Discussion
4.1 Accuracy of Gender and Age Group Estimation
4.2 Analysis of the Influence of SIA
4.3 The Memorizing of Shown Advertisements
5 Conclusion
References
Eliciting Requirements for Designing Self-reflective Visualizations: A Healthcare Professional Perspective
Abstract
1 Introduction
2 Self-reflective Visualization Model
3 Methodology
4 Results
4.1 Motivations and Encouragements
4.2 Education and Awareness
4.3 Attractive and Relatable Graphs
4.4 Limitation and Reliability
4.5 Attitude and Family Support
4.6 Privacy
5 Discussion
6 Conclusion and Future Work
Acknowledgement
A Conceptual Framework for Adopting Automation and Robotics Innovations in the Transformational Companies in the Kingdom of Saudi Arabia
Abstract
1 Introduction
2 Related Work on Robotics and Automation Adoption
3 Methodology
4 Framework Development
5 Implication of the Study
6 Conclusion
References
Smart Group Decision Making on Leadership Style Identification Using Bayes Theorem
Abstract
1 Introduction
2 Literature Review
2.1 Leadership Style
2.2 Bayes Theorem
3 Methodology
4 Result and Analysis
4.1 Knowledge Base Development
4.2 Expert Weighting
4.3 Prototype System Leadership Style Identification
5 Conclusion
References
Factors Influencing the Adoption of Social Media in Service Sector Small and Medium Enterprises (SMEs)
Abstract
1 Introduction
2 Literature Review
2.1 Social Media
2.2 Social Media Adoption
2.3 Small and Medium Enterprises (SMEs)
2.4 Service Sector
2.5 Technology Adoption Model
2.6 Hypotheses Development
3 Methodology
4 Data Analysis
4.1 Descriptive Statistics
4.2 Correlation Test
4.3 Multiple Regression Analysis
5 Discussion of Finding and Conclusion
5.1 Hypothesis Test Result
5.2 Conclusion
References
Communication and Learning: Social Networking Platforms for Higher Education
Abstract
1 Introduction
2 Methods
3 Registrar Officer
4 Lecturers
5 Findings
6 The Questionnaire
6.1 Types of Social Network for Communication
6.2 Types of Social Network for Learning Purpose
7 Open-Ended Questions
7.1 Difficulties in Using Social Network for Communication
7.2 Difficulties in Using Social Networks for Learning
7.3 Suggestions for Best Social Network Features
8 Discussions
9 Conclusion
Acknowledgement
References
The Role of Cloud Electronic Records Management System (ERMS) Technology in the Competency of Educational Institutions
Abstract
1 Introduction
2 How could ERMS Elevates Competency?
3 Framework Development and Hypothesis Formulation
4 Methodology
5 Results and Discussion
6 Conclusion
Acknowledgment
References
Computerized Decision Aid for First-Time Homebuyers
Abstract
1 Introduction
2 The Material and Method
2.1 Awareness of Problem
2.2 Suggestion and Development
2.3 Evaluation
3 Results and Discussion
3.1 T2: Concerns
3.2 T3: Limitations
4 Conclusion
References
Malaysian Health Centers' Intention to Use an SMS-Based Vaccination Reminder and Management System: A Conceptual Model
Abstract
1 Introduction
2 The Proposed Research Model
3 Proposed Hypotheses
3.1 The Relationship Between Attitude and Intention
3.2 The Relationship Between Perceived Usefulness (UseF) and Attitude
3.3 The Relationship Between UseF and Intention
3.4 The Relationship Between Perceived Ease of Use (EaseOfUse) and Attitude
3.5 The Relationship Between Accessibility of a System (Access) and Attitude
3.6 The Relationship Between Compatibility of a System (Comp) Comp and Attitude
3.7 The Relationship Between Privacy Concern (PrivConc) and Attitude
3.8 The Mediating Effect of Attitude
4 Proposed Research Methodology
5 Conclusion
References
Current Knowledge Management Activities in a Manufacturing Company in Malaysia: A Case Study
Abstract
1 Introduction
1.1 Knowledge Management
2 Case Study
2.1 Methodology
3 Findings
3.1 Current KM in the Organization
3.2 Existing Sharing Platforms
4 Conclusion and Future Work
References
Determinants of Users' Intention to Use IoT: A Conceptual Framework
Abstract
1 Introduction
2 Literature Review
2.1 Overview of IoT
2.2 Individual Adoption Theories
2.3 Empirical Studies Related IoT
3 Research Model
3.1 Relationship Between Perceived Usefulness and Intention to Use IoT
3.2 Relationship Between Perceived Ease of Use and Intention to Use IoT
3.3 Relationship Between Security and Intention to Use IoT
3.4 Relationship Between Perceived Usefulness, Perceived Security with Perceived Risk
3.5 Relationship Between Perceived Risk and Intention to Use IoT
4 Conclusion
Acknowledgement
References
Augmented Reality in Library Services: A Panacea to Achieving Education and Learning 4.0
Abstract
1 Introduction
2 Related Works
2.1 Theoretical Model
2.2 Service Innovation Research
3 Methodology
4 Findings
5 Conclusion and Recommendation
References
A Systematic Review on Humanizing Factors for Online System
Abstract
1 Introduction
1.1 Online System
2 Humanizing in Online Systems (SLR)
3 Review Method
3.1 Formulate the Problem
3.2 Develop the Review Protocol
3.3 Search the Literature
3.4 Search for Inclusion and Exclusion
3.5 Assess Quality
3.6 Extract Data
3.7 Analyze and Synthesis Data
4 SLR Result
4.1 Publication Sources
4.2 Citation Ranking
4.3 Research Methodology Used for Humanizing Study
4.4 Results of Research Question
5 Discussion
6 Conclusion
References
Factors Influence the Intention to Use E-Portfolio in Saudi Technical and Vocational Training Corporation (TVTC) Sector: Pilot Review
Abstract
1 Introduction
2 The Importance of Electronic Portfolio for TVTC
3 Impact of the Research
4 Methodology
4.1 Content Analysis Literature Review for Factor Extraction
4.2 Experts' Consultation and Factor Classification
4.3 Framework Construction
5 Conclusion
References
Design and Development of Knowledge Management System in the Small and Medium-Scale Enterprises Base on Mobile Apps (SMEs at Indonesia)
Abstract
1 Introduction
2 Literature Review
2.1 Creative Industry
2.2 Knowledge
2.3 Knowledge Management
2.4 Knowledge Management System
2.5 SECI Model
2.6 Knowledge Management Technologies
3 Research Methodology
3.1 Data Collection Method
3.2 Design Methodology
3.3 Problem Analysis
3.4 Hypotheses Research
3.5 Previews Research
4 Result and Discussion
4.1 Data Analysis
4.2 Design Analysis
4.3 Design User Interface
4.3.1 Main Page
4.3.2 Video Tutorial Page
4.3.3 Forum Page
5 Conclusion
Acknowledgement
References
A Review on the Methods to Evaluate Crowd Contributions in Crowdsourcing Applications
Abstract
1 Introduction
2 Method
3 Results and Analysis
4 Discussion
4.1 Expert Judgement
4.2 Rating
4.3 Feedback
5 Conclusion
Acknowledgement
References
Exploring Process of Information Systems and Information Technology for Enterprise Agility
Abstract
1 Introduction
2 Related Work
3 Review of Enterprise Agility Enabler
3.1 Digital Impacts of IS/IT for Enterprise Agility
3.2 New Trends and Emergent of IS/IT Systems
4 Research Intended Model and Process
5 Conclusion
6 Future Work
References
Cloud Computing Services Adoption by University Students: Pilot Study Results
Abstract
1 Introduction
2 Related Work
3 Research Model
4 Research Methodology
5 Pilot Study Results
6 Conclusion
References
Development of a Theoretical Framework for Customer Loyalty in Australia
Abstract
1 Introduction
2 Literature Review
3 Research Questions and Objectives
4 Theoretical Framework
4.1 Marketing-Mix Theory
4.2 The Unified Theory of Acceptance and Use of Technology
4.3 Planned Model
5 Discussion and Conclusion
Appendix 1: Research Instrument
References
Exploring the Software Quality Criteria and Sustainable Development Targets: A Case Study of Digital Library in Malaysian Higher Learning Institution
Abstract
1 Introduction
2 Literature Review
3 Methodology
4 Results
4.1 Usability
4.2 Maintainability
4.3 Functionality
4.4 Portability
4.5 Efficiency
4.6 Reliability
4.7 Equal Access to Information/Knowledge
4.8 Energy Efficiency
4.9 Persistent Update the Information/Knowledge
4.10 Collaboration and Partnership
4.11 Funding
4.12 Green Technology Innovation
4.13 Information/Knowledge Sharing
5 Discussions and Conclusion
Acknowledgement
References
Motivations of Teaching in Massive Open Online Course: Review of the Literature
Abstract
1 Introduction
2 Motivations for Instructors in MOOC
3 Systematic Literature Review
3.1 Stage 1: Initial Search
3.2 Stage 2: Literature Selection
3.3 Stage 3: Data Extraction and Synthesis
4 Analysis and Results Discussion
4.1 RQ1: What Are the Characteristics of the Primary Studies? What Are the Methods Used and Who Are the Participants in the Study?
4.2 RQ2: What Are the Motivations of Instructor in Teaching MOOC? What Are the Main Theme of Motivations that Can Be Identified?
5 Conclusion
Acknowledgement
References
Green Information Technology Adoption Antecedence: A Conceptual Framework
Abstract
1 Introduction
2 Related Work on Green IT Adoption
3 Methodology
4 Framework Development
4.1 The Relationship Between Organizational Learning Capabilities and Green IT Adoption
4.2 The Relationship Between Innovation Capability and Green IT Adoption
4.3 The Relationship Between Emotional Management Capability and Green IT Adoption
4.4 The Relationship Between Government Incentives and Green IT Adoption Relationship
5 Implication of the Study
6 Conclusion and Further Research
References
Software Engineering
Search Space Reduction Approach for Self-adaptive Web Service Discovery in Dynamic Mobile Environment
Abstract
1 Introduction
2 Related Work
3 The Proposed Search Space Reduction Approach
3.1 Pre-processing Stage
3.2 Initial Detector Generation Stage
3.3 The Search Space Reduction Stage
4 The Empirical Evaluation
5 Conclusion and Future Work
Acknowledgements
References
Modeling Reliable Intelligent Blockchain with Architectural Pattern
Abstract
1 Introduction
2 Background and Reliable Blockchain Layer Architecture
2.1 Building a Software Application with Blockchain Technology
2.2 Challenges of Blockchain Application Development
2.3 Layer Pattern of a Reliable Blockchain
3 Component and Connector Methodology
3.1 Client Server C&C View
3.2 Peer to Peer C&C View
3.3 Call and Return Style
4 Discussion
5 Conclusion
References
The Organisational Factors of Software Process Improvement in Small Software Industry: Comparative Study
Abstract
1 Introduction
2 Motivation
3 Research Methodology
3.1 Planning for Review
3.2 Conducting the Review
4 A Review Report
5 Discussion
6 Conclusion and Future Direction
References
Missing Data Imputation Techniques for Software Effort Estimation: A Study of Recent Issues and Challenges
Abstract
1 Introduction
2 Related Work
3 Results
3.1 Review of Missing Data Imputation Techniques
3.2 Strengths and Weaknesses of Existing Techniques
4 Discussion
4.1 Software Effort Estimation Issues
4.2 Missing Data Imputation Challenges
5 Conclusion
Acknowledgments
References
CarbonFree - A Multi-platform Application for Low Carbon Education
Abstract
1 Introduction
2 Literature Review
2.1 Comparison Between Existing System
3 Project Methodology
3.1 Requirement Phase
4 Implementation
5 Testing and Results
5.1 User Acceptance Testing (UAT)
6 Conclusion
Acknowledgements
References
Load Balancing Approach of Protection in Datacenters: A Narrative Review
Abstract
1 Introduction
2 Methods: Selection Data
2.1 Information Criteria
2.2 Data Analysis
3 Survey Results
3.1 Selected Papers
3.2 Issue and Goal of Load Balancing Approach in Datacenter Networks
3.3 Method and Routing Algorithm of Load Balancing Approach in Datacenter Networks
3.4 Evaluation of Performance Load Balancing Approach in Datacenter Networks
3.5 Topologies of Load Balancing Approach in Datacenter Networks
3.6 Result and Recommendations of Load Balancing Approach in Datacenter Networks
4 Discussion
5 Conclusion
References
Author Index

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