Computational Science and Its Applications - ICCSA 2019

Name: Computational Science and Its Applications - ICCSA 2019 | 19th International Conference, Saint Petersburg, Russia, July 1-4, 2019, Proceedings, Part V
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19th International Conference, Saint Petersburg, Russia, July 1-4, 2019, Proceedings, Part V

Sanjay Misra Osvaldo Gervasi Beniamino Murgante Elena Stankova Vladimir Korkhov Carmelo Torre Ana Maria A.C. Rocha David Taniar Bernady O. Apduhan Eufemia Tarantino(Editor)

Springer (Publisher)

Published on 28. June 2019

XXX, 733 pages

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978-3-030-24308-1 (ISBN)

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Content

Intro
Preface
Welcome to St. Petersburg
Organization
Contents - Part V
Software Engineering Processes and Applications (SEPA 2019)
A Microservice-Based Health Information System for Student-Run Clinics
1 Introduction
2 Microservices
3 Solution's Architecture
4 Results
5 Related Works
6 Conclusions and Future Work
References
A Systematic Mapping Study on Software Architectures Description Based on ISO/IEC/IEEE 42010:2011
1 Introduction
2 Brief Introduction to ISO/IEC/IEEE 42010:2011 - Systems and Software Engineering - Architecture Description
3 Research Methodology
3.1 Research Questions
3.2 Search Strategy
4 Results and Analysis
4.1 Q1 - When Was the ISO/IEC/IEEE 42010:2011 Used?
4.2 Q2 - What Was the Venue of Publication?
4.3 Q3 - What Aspects from ISO/IEC/IEEE 42010:2011 Are Most Considered?
4.4 Q4 - in Which Domains Was ISO/IEC/IEEE 42010:2011 Used?
4.5 Q5 - What Type of Validation Was Considered?
4.6 Q6 - What Type of Research Strategy Was Considered?
5 Threats to Validity
6 Conclusions and Future Works
References
ArchCaMO - A Maturity Model for Software Architecture Description Based on ISO/IEC/IEEE 42010:2011
1 Introduction
2 Related Works
3 ArchCaMo - Architectural Capability Model
3.1 How the Levels Are Proposed
3.2 ArchCaMo Levels
4 ArchCaMo Processes for Each Level
4.1 Level 2 - Minimum Architecture
4.2 Level 3 - Defined Architecture
4.3 Level 4 - Improved Architecture
4.4 Level 5 - Quantified and Evaluated Architecture
5 Application of ArchCaMo in a Research Paper
6 Conclusion
References
A Survey on the Skills, Activities and Role of the Software Architect in Brazil
1 Introduction
2 Patterns and Antipatterns of the Software Architect Job
3 The Survey
4 Results
5 Discussion
6 Threats to Validity
6.1 Conclusion Validity
6.2 Construct Validity
6.3 External Validity
6.4 Internal Validity
7 Conclusion
References
Technical and Managerial Difficulties in Postmortem Analysis in Software Projects
1 Introduction
2 Background
2.1 Postmortem Analysis
2.2 Knowledge Management
3 Research Method
4 Technical Difficulties
4.1 Lack of Standards for Performing the Analysis
4.2 Collection and Data Extraction
4.3 Useful and Efficient Histories of Postmortem Analysis
5 Managerial Difficulties
5.1 Lack of Specific Schedule for Conducting the Analysis
5.2 Lack of Agreement Regarding the Criteria to Be Evaluated
5.3 Conflict Between Stakeholders and Information Bias
5.4 Lack of Management Support
6 Conclusion
References
Customer Feedback Prioritization Technique: A Case Study on Lean Startup
1 Introduction
2 Related Work
3 Research Methodology
3.1 Systematic Mapping Study
3.2 Case Study
4 Results
4.1 Feedback Collection Process
4.2 Feedback Selection
5 Discussion
5.1 Look at Them Process or LAT Process
5.2 Look at Me Process or LAM Process
5.3 Look at Star Process or LAS Process
6 Conclusion
References
Meta-Analysis of Researches of STEAM with Coding Education - in Korea
Abstract
1 Introduction
2 Background Domain
2.1 STEAM Education
2.2 Software Education
3 Survey of Related Research
4 Meta-Analysis of Related Researches
5 Discussions
References
Component Architecture of mHealth Service Platform
Abstract
1 Introduction
2 Related Research
3 Architecture Driver
4 Component Identification for mHealth Architecture
4.1 Builder Component and Visualization Framework
4.2 Care Guideline Framework
4.3 Medical Sensor Framework
5 Conclusion and Future Research
References
An Architectural Approach to the Precedent-Oriented Solution of Tasks in Designing a Software Intensive System
Abstract
1 Introduction
2 Question-Answer Approach to Solving the Project Tasks
3 Related Works
4 Distribution of Tasks in the Conceptual Space of the Project
5 Prototyping of Architectural Solutions
6 Conclusion
Acknowledgments
References
Galactic Swarm Optimization Applied to Reinforcement of Bridges by Conversion in Cable-Stayed Arch
1 Introduction
2 Problem
2.1 Objetive Function
2.2 Constraints
3 Galactic Swarm Optimization
4 Computational Results
4.1 Parameter Settings Used in Experiments
4.2 Computational Results
4.3 Comparing Ressults
4.4 Instance Distribution
4.5 Statistical Tests
5 Conclusion
References
A Systematic Literature Review for Service-Oriented Architecture and Agile Development
1 Introduction
2 Background
2.1 Systematic Literature Review
2.2 Agile Development
2.3 Service-Oriented Architecture
3 Research Method
3.1 Research Questions
3.2 Search String and Data Sources
3.3 Study Selection and Data Extraction
3.4 Data Synthesis Strategy
4 Data Extraction Results
5 Discussion of Research Questions
5.1 RQ01: What Agile Solutions Are Proposed for Developing Service-Oriented Architecture (SOA) Based Applications?
5.2 RQ02: What Phases of the Agile Life Cycle Are the Studies Covering?
5.3 RQ03: What Common Principles of Service-Oriented Architecture (SOA) Are the Studies Covering?
6 Conclusion
References
Integrating the Scrum Framework and Lean Six Sigma
Abstract
1 Introduction
2 Scrum Framework
2.1 Overview
2.2 Scrum Model
2.3 Scrum's Process Framework
3 The Lean Six Sigma Approach
3.1 Six Sigma
3.2 Lean
3.3 Lean Six Sigma
4 Integration of LSS in Scrum
5 Conclusion
Acknowledgments
References
Hardware and Software System for Hydric Estimation and Crop Irrigation Scheduling
1 Introduction
2 Crop Irrigation
2.1 Hydroponic Crops
2.2 Evapotranspiration
2.3 Hydric Estimation
3 Related Work
4 Proposed Approach
4.1 System Architecture
4.2 Hydric Balance Process
4.3 System Coordinates
4.4 Communication
5 Results
5.1 Information System
6 Conclusions
References
Electronic Medical Information Encryption Using Modified Blowfish Algorithm
Abstract
1 Introduction
2 Existing Blowfish Algorithm
2.1 Encryption and Decryption
3 Related Works
4 Methodology
5 Results and Discussion
6 Performance Evaluation
6.1 Differential Attack Analysis
6.2 Execution Time of Modified Blowfish Against Existing Blowfish Algorithm
7 Conclusion
References
A Deep Convolutional Encoder-Decoder Architecture for Retinal Blood Vessels Segmentation
Abstract
1 Introduction
2 Related Works
3 Methodology
3.1 Dataset
3.2 Model Implementation
3.3 General Architecture of the Proposed System
3.4 Experimental Results and Analysis
4 Conclusion
References
Context Data Preprocessing for Context-Aware Smartphone Authentication
Abstract
1 Introduction
2 Related Work
2.1 Authentication Techniques
2.2 Context-Aware Authentication
3 Context Data Preprocessing Technique
3.1 Data Collection
3.2 Context Data Preprocessing
3.2.1 Unification of the Time Unit
3.2.2 Location Data Preprocessing
3.2.3 Hierarchical Aggregation
3.3 Statistical Quality Evaluation of the Data
4 Experiment: Real-World Context Data
4.1 Experimental Setting
4.2 Experiment Result
5 Conclusion
References
Extending and Instantiating a Software Reference Architecture for IoT-Based Healthcare Applications
1 Introduction
2 Related Work
3 A Reference Architecture for IoT-Based Healthcare Applications
3.1 Requirements of a Reference Architecture for IoT-Based Healthcare Applications
3.2 RAH - Reference Architecture for IoT-Based Healthcare Applications
4 A Case Study of Development of an IoT-Based Healthcare Application
4.1 Case Study Design
4.2 Collecting Evidence
4.3 Analysis of Collected Data
5 Conclusions and Future Works
References
Artificial Intelligence Techniques for Electrical Load Forecasting in Smart and Connected Communities
1 Introduction
2 State-of-the-Art Computational Intelligence Techniques
2.1 Artificial Neural Networks
2.2 Support Vector Machine
2.3 Fuzzy Logic
2.4 Extreme Learning Machine
3 Current Trends and Research Directions
3.1 Neural Network for Electrical Load Forecasting
3.2 Support Vector Machine for Electrical Load Forecasting
3.3 Fuzzy Logic for Electrical Load Forecasting
3.4 Extreme Learning Machine for Electrical Load Forecasting
4 Conclusion
References
Computational Investigation of Consistency and Performance of the Biochemical Network of the Malaria Parasite, Plasmodium falciparum
Abstract
1 Introduction
2 Methodology
3 Implementation and Results
3.1 To Run the Consistency Check of the Metabolic Network
3.2 Fasimu Functions Demonstrated on a Small Human Erythrocyte Model
3.3 The Output of the Evaluation.txt
3.4 Validating and Analyzing the Network
3.5 Defining Objective Functions for the Analysis
4 Conclusion
References
Investigating Evolution in Open Source Software
Abstract
1 Introduction
2 Background and Related Work
2.1 Laws of Evolution
2.2 Related Work
3 Methodology
3.1 Research Questions and Hypotheses
3.2 Project Selection
3.3 Data Collection
3.4 Data Analysis
3.5 Statistical Analysis
4 Results and Discussion
4.1 H1a: If the Number of Commits Decreases the Number of Star Gazers Will also Reduce
4.2 H2a - Total Lines of Code Increases as a Software System Evolves
4.3 H3a - Issues, Additions and Deletions Over Time for Are Normally Distributed
4.4 H4a - Project Issues Increase as Code Churn Decreases
5 Validity Discussion
5.1 Construct Validity
5.2 External Validity
5.3 Conclusion Validity
6 Conclusions
References
Development of an Alumni Feedback System for Curriculum Improvement in Building Technology Courses
Abstract
1 Introduction
2 Review of Related Literature
3 System Design and Implementation
4 Conclusion
Acknowledgement
References
e-Maintenance Framework for Strategic Asset Management in Tertiary Institutions
Abstract
1 Introduction
2 Review of Related Literature
3 System Design
4 System Implementation
4.1 Hyper Text Mark-up Language (HTML)
4.2 Cascading Style Sheet (CSS)
4.3 MySQL
4.4 C-Sharp(#) Programming Language
5 Conclusion
Acknowledgement
References
Scenes Segmentation in Self-driving Car Navigation System Using Neural Network Models with Attention
Abstract
1 Introduction
2 Literature Review
3 Methodology
4 Conclusion
References
Evolutionary and Adaptive Elderly Care Ecosystem
Abstract
1 Introduction
2 Elderly Care Ecosystem - ECE
3 ECE Evolution System
3.1 Evolutionary and Adaptive Systems
3.2 SEvol Method
4 ECE Processes
5 Conclusions
Acknowledgements
References
Software Engineering Methodologies for the Evaluation and Monitoring of Projects of Higher Education Students
Abstract
1 Introduction
2 Methodology
2.1 Cooperative and Collaborative Learning
2.2 Learning Strategies
2.3 Agile Methodologies
2.4 SCRUM
3 Results
4 Conclusions
References
A Web Framework for Online Peer Tutoring Application in a Smart Campus
1 Introduction
2 The Concept of Peer Tutoring
3 Taxonomy of Peer Tutoring Methodologies
3.1 Class-Wide Peer Tutoring
3.2 Cross-Age Peer Tutoring
3.3 Reciprocal Peer Tutoring
3.4 Internet-Based Peer Tutoring
4 Proposed Web Framework for Online Peer Tutoring
5 Conclusion
References
Use of Blockchain Smart Contracts in Software Engineering: A Systematic Mapping
Abstract
1 Introduction
2 Research Methodology
2.1 Goals and Research Questions
2.2 Study Protocol
3 Results
4 Analysis and Discussion
5 Conclusions, Limitations and Future Work
References
SPLide: An Integrated Development Environment Supporting Software Product Lines
Abstract
1 Introduction
2 SPLide
2.1 Overview of SPLide
2.2 Weapon System Software Product Line Engineering Process
2.3 Tools Comprising SPLide
2.3.1 Domain Engineering Tool
2.3.2 Application Engineering Tool
2.3.3 Repository & Management Tool
3 Pilot Project
4 Conclusions
References
Analysis of Noise Perturbation on Neural Network Based ECG Classification
1 Introduction
2 Literature Review
3 Methodology
3.1 EMD and Butterworth Denoising
3.2 Convolutional Neural Network
3.3 Performance Measurement
4 Results
5 Conclusion
References
Multi-class Classification of Impulse and Non-impulse Sounds Using Deep Convolutional Neural Network (DCNN)
Abstract
1 Introduction
2 Literature Review
3 Methodology
3.1 Data Collection
3.2 Feature Extraction
3.3 DCNN Classifier
3.4 ADAM (Adaptive Moment) Algorithm
4 Results and Discussion
4.1 Performance Evaluation
4.2 DCNN Model Performance Result
5 Conclusion
Acknowledgments
References
Improving Employability Skills Through a Web-Based Work Integrated Learning Database for Construction Students
Abstract
1 Introduction
2 Review of Related Literature
3 System Design
4 System Implementation
4.1 Hyper Text Mark-up Language (HTML)
4.2 Cascading Style Sheet (CSS)
4.3 MySQL
4.4 C-Sharp(#) Programming Language
5 Conclusion
Acknowledgement
References
Using Scope Scenarios to Verify Multiple Variability Models
1 Introduction
2 Related Work
3 Automated Analysis of Variability Models: The SeVaTax Process and Tool
3.1 Module 1: The SeVaTax Variability Model
3.2 Module 2: Translator and Formal Representation
3.3 Module 3: Validator
3.4 Module 4: Result Viewer
3.5 Module 5: Configurator
4 Evaluation
5 Conclusion and Future Work
References
Service Discovery Based on Social Profiles of Objects in a Social IoT Network
1 Introduction
2 Related Work
3 SIoT Service Discovery
4 Social Profile Search - SPS
5 Test Environment and Evaluation
5.1 Results
6 Conclusion
References
Guidelines for Architecture Design of Software Product Line
Abstract
1 Introduction
2 Proposed Product-Line Architecture Design Model
2.1 Conceptual View
2.2 Execution View
2.3 Deployment View
3 Guidelines for Applying Product-Line Architecture Design Model
3.1 Guidelines for Logical Component Modeling
3.2 Interface Structuring Guidelines
3.3 Physical Component Modeling Guidelines
3.4 Node Modeling Guidelines
4 Example of Application
4.1 An Example of Identifying Logical Components from Feature Models
4.2 Modeling Structural Relationship Between Logical Components
4.3 Variability Modeling of Physical Components
5 Conclusion
References
HOG Based Facial Recognition Approach Using Viola Jones Algorithm and Extreme Learning Machine
Abstract
1 Introduction
2 Extreme Learning Machine
2.1 The ELM Model
3 Viola Jones Algorithm
4 Histograms of Oriented Gradients
5 Algorithmic Description of the Proposed Scheme
6 Experimental Results and Comparisons
7 Conclusions
Acknowledgments
References
Automatic Code Generation System for Transactional Web Applications
1 Introduction
2 Related Work
3 Proposed Approach
3.1 XML Model Validation
4 Results
4.1 Results Validation
5 Conclusions
References
Computed Tomography of Polymer Composites Reinforced with Natural Short Fiber
Abstract
1 Introduction
2 Background
2.1 Material Parameters
2.2 Algorithms
3 Materials and Methodology
3.1 Materials
3.2 Experimental Tests of X-ray Micro-tomography
3.3 Reconstruction by Phase Contrast Mode
4 Results and Discussion
4.1 MBA (Modified Bronnikov Algorithm)
4.2 BAC (Bronnikov Aided Correction)
4.3 PPR (Paganin Phase Retrieval)
5 Case Study with Bio-Based Composite
6 Conclusions
Acknowledgements
References
Discrete Optimization Based Rail Passengers Safety and Comfort Communication System Configuration Design
Abstract
1 Introduction
1.1 Motivation and Contribution
2 Basic Features and Functionality of the Recommended Solutions for Each Communication Module
3 Problem of Configuration Design of the System as Discrete Optimization Problem
4 Optimal System Configuration
5 Conclusion
Acknowledgments
References
VIoT - A Step Towards Easing the Interoperability of IoT-Based Applications
1 Introduction
2 The Problem
3 Related Works
4 VIoT: Proposed Architecture
4.1 Proxy Translator
4.2 Virtual Device
4.3 CoAP Server
4.4 Device Manager
4.5 Health Module
4.6 Device Communication
4.7 Framework Instanciation
5 Evaluation
6 Conclusions
References
Adaptive Channel Borrowing Scheme for Capacity Enhancement in Cellular Wireless Networks
Abstract
1 Introduction
2 The Erlang Traffic Model
3 System Design
4 The Proposed Algorithm
5 Results and Discussion
6 Conclusion
Acknowledgement
References
Data Analytics: Global Contributions of World Continents to Computer Science Research
1 Introduction
2 Research Methodology
3 Results
4 Conclusion
References
Bridges Reinforcement Through Conversion of Tied-Arch Using Crow Search Algorithm
1 Introduction
2 Problem
2.1 Objective Function
2.2 Constraints
3 Algorithm
3.1 Crow Search Algorithm
4 Experimental Results
4.1 Parameter Settings Used in Experiments
4.2 Computational Results
4.3 Comparison
4.4 Instance Distribution
5 Statistical Tests
6 Conclusion
References
Software Architecture Enabling Effective Control of Selected Quality Aspects
1 Introduction
2 Selected Quality Aspects
3 Real-World and Software Services
4 From Software System to Software Service
4.1 Ensuring Connectivity
4.2 Providing Understandable Interface
4.3 Birth of a Service
4.4 Access Control
4.5 Building Hierarchy/System Composition
4.6 Smart Access (Portals)
4.7 Service Type Summary
5 Communication Means
6 Remarks
7 Further Research and Conclusions
References
Automation of Workflow Design in an Industrial Enterprise
Abstract
1 Introduction
2 Related Work
3 Workflow Analysis on the Example of the Design and Approval Process of Engineering Documentation
4 Conclusion and Future Works
Acknowledgements
References
The Method of Translation of the Diagram with One Type Directed Links into the Inhibitor Petri Net
Abstract
1 Introduction
2 Analysis of Existing Approaches
3 Diagram to Inhibitory Petri Net Translation
4 EPC-Diagram Management Stream to Petri Net Translation
5 Implementation
6 Conclusion
Acknowledgements
References
Software Development Activities for Secure Microservices
Abstract
1 Introduction
2 The Microservices Architectural Style
3 Security Challenges of the Microservices Architecture
4 Microservices Composition Threat Modeling
5 Microservices Composition Security Requirements
6 Software Development Activities for Secure Microservices Compositions
7 Conclusion
References
A Students' Perspective of Native and Cross-Platform Approaches for Mobile Application Development
1 Introduction
2 Background
3 Related Work
4 Research Design
4.1 Students' Perceptions on Implementing Using Native and Cross-Platform Mobile Solutions
4.2 Students and Developers' Perspectives on Selecting Mobile Technology
5 Exploratory Data Analysis
5.1 First Survey
5.2 Second Survey
5.3 Third Survey
6 Discussion
7 Conclusion
7.1 Threats to Valid and Future Work
References
Integration Strategies of Cross-Platform Microarray Data Sets in Multiclass Classification Problem
1 Introduction
2 Methodology
2.1 Data Normalization Schemes
2.2 Classification System Description
3 Numerical Experiment
3.1 Data Description
3.2 Results
4 Conclusion
References
Forensic Analysis of Mobile Banking Apps
Abstract
1 Introduction
2 Related Studies
3 Experimental Setup
4 Findings
5 Conclusion
References
Investigating Enterprise Resource Planning (ERP) Effect on Work Environment
Abstract
1 Introduction
2 Concepts and Literature Review
2.1 ERP System Performance
2.2 Work and Work-Life in an Organization
2.3 ERP Adoption
3 Hypotheses and Research Model
3.1 Research Hypothesis
3.2 Research Model
4 Research Process
5 Analysis Results
5.1 Sample Description
5.2 Descriptive Statistics on Main Variables
5.3 Reliability Analysis Cronbach's Alpha Test for Each of Scales
5.4 Uni-Dimensionality Analysis Test for Each of Scales
5.5 Confirmatory Factor Analysis (CFA)
5.6 Composite Reliability (CR) Testing
5.7 Discriminant Validity Testing
5.8 Test the Model Fit
5.9 Structural Equation Modeling Hypothesis Testing
6 Discussion and Implications
6.1 Discussion
6.2 Managerial Implications
7 Conclusion and Future Research
References
Using Policy Refinement to Assist IoT Device Management in Smart Hospitals
1 Introduction
2 Background
3 Solution Proposed
3.1 Solution Operation
4 Prototyping and Results
4.1 Results
5 Conclusion
References
Parallel Symbiotic Organisms Search Algorithm
Abstract
1 Introduction
2 Related Work
3 Symbiotic Organisms Search Algorithm
3.1 Open Multiprocessor
3.2 Test Functions
4 Experimentation
4.1 Parallel Algorithm Methodology
4.2 Results and Discussion
5 Conclusion and Future Work
References
Stock Price Forecasting Using Symbiotic Organisms Search Trained Neural Networks
Abstract
1 Introduction
2 Related Work
3 Motivation and Methodology
3.1 Modelling and Program Design
3.2 Hybrid Symbiotic Organisms Search with Neural Networks
3.3 Hybrid Particle Swarm Optimization with Neural Networks
3.4 Hybrid Genetic Algorithm with Neural Networks
3.5 Auto Regressive Integrated Moving Average
3.6 Evaluation Metrics
4 Experimental Results
4.1 Results and Discussion
5 Conclusion
References
A Comparative Analysis of Temporal Changes in Urban Land Use Resorting to Advanced Remote Sensing and GIS in Karaj, Iran and Luxor, Egypt
Abstract
1 Introduction
2 Study Area
3 Material and Methodology
3.1 Materials
3.2 Methodology
4 Results
5 Discussions
6 Conclusion
References
Experimental Comparison of Stochastic Optimizers in Deep Learning
Abstract
1 Introduction
2 Background and Related Work
2.1 Deep Learning
2.2 Gradient Descent Algorithm and Optimization in Deep Neural Networks
2.3 Related Works
3 Methodology
4 Results and Interpretations
5 Conclusion and Future Work
References
Application of Data Mining Algorithms for Feature Selection and Prediction of Diabetic Retinopathy
Abstract
1 Introduction
2 Literature Review
2.1 Related Work
3 Methodology
3.1 The Approach
3.2 Data Collection
3.3 Dataset Pre-processing
3.4 System Architecture
3.5 System Pseudocode
3.6 Parameters Used for Evaluation
4 Results and Discussions
4.1 Experimental Results
5 Conclusion
6 Recommendations
7 Future Work
References
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Computational Science and Its Applications - ICCSA 2019

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