17th International Conference on Information Technology-New Generations (ITNG 2020)

Name: 17th International Conference on Information Technology-New Generations (ITNG 2020)
Brand: Springer
Price: 149.79 EUR
Availability: OnlineOnly

Shahram Latifi(Herausgeber*in)

Springer (Verlag)

1. Auflage

Erschienen am 11. Mai 2020

XV, 742 Seiten

E-Book

PDF mit Wasserzeichen-DRM

Systemvoraussetzungen

978-3-030-43020-7 (ISBN)

149,79 €inkl. 7% MwSt.

Systemvoraussetzungen

für PDF mit Wasserzeichen-DRM

E-Book Einzellizenz

Als Download verfügbar

Beschreibung

Weitere Details

Weitere Ausgaben

Person

Inhalt

Intro
Contents
Chair Message
ITNG 2020 Reviewers
Cybersecurity
1 Protection Via Business Impact Analysis in a Cyber World: A 3-PartSeries
1.1 Limitations of this Text
1.2 Introduction
1.3 Business Impact Analysis: A Review
1.3.1 A Form of Business Impact Analysis
1.3.2 Business Impact Strategy
1.3.3 Business Impact Planning
1.3.4 The Business Impact Plan and Persons with Disabilities
1.4 The Disaster Recovery Plan (DRP)
1.5 Business Impact and Resilience Insurance
1.6 Research Method and Design
1.7 Conclusions
References
2 The Role of Industry Partnerships and Collaborations in Information Technology Education
2.1 Introduction
2.2 Background
2.3 Proposed Taxonomy of Collaborations
2.4 Case Discussions
2.5 Conclusions
References
3 A Comprehensive Mentoring Model for Cybersecurity Education
3.1 Introduction
3.2 Background
3.3 Proposed Model
3.4 Methodology
3.5 Case Discussions
3.5.1 Case 1 Discussions
3.5.2 Case 2 Discussions
3.6 Conclusions
References
4 Observations on the Performance of PQ KEMs
4.1 Performance Measurements on Platforms with SMT
4.1.1 Evaluation Experiments and Results
4.1.1.1 Platform Characteristics
4.1.1.2 Compilation and OS
4.1.1.3 The Benchmarked Schemes
4.1.1.4 Methodology
4.2 To Encapsulate or Not to Decapsulate: This Is the Question
4.2.1 Which KEM Primitive (encaps or decaps) Matters More?
4.3 Conclusion
References
5 Cyber Mission Operations: A Literature Review
5.1 Introduction
5.2 Survey Methodology
5.3 Literature Review
5.3.1 Ontologies and Architectures
5.3.2 Mission Assurance, Cybersecurity and Mission Operation
5.3.3 Conceptual Formalization of Cyber Mission Operations
5.4 Discussion
5.5 Related Work
5.6 Conclusion
A.1 Appendix 1: Synthesis of the Selected Work [2-5, 9-24, 28-57]
References
6 Android Microphone Eavesdropping
6.1 Introduction
6.2 Objectives
6.3 Frameworks
6.3.1 SpeechRecognizer
6.3.2 MediaRecorder
6.4 Prototype
6.4.1 Permissions
6.4.2 Code
6.4.3 Data Collection
6.4.4 Proof of Concept (PoC)
6.4.5 Android 10
6.5 Conclusions
References
7 Detecting Cyberbullying Activity Across Platforms
7.1 Introduction
7.2 Background and Related Work
7.3 Data Collection
7.3.1 Data Retrieval
7.3.2 Data Labeling
7.4 Developing the Model
7.4.1 Input Features
7.4.2 Methodology
7.4.3 Results
7.5 Access to the Dataset
7.6 Conclusion
References
8 Assessment of National Crime Reporting System: Detailed Analysis of Communication
8.1 Cybercrime in Latin America
8.2 Reporting System Design
8.2.1 Security Element Controls
8.2.2 Crime Evidence Storage
8.2.3 Storing Malware Inside a Database
8.2.4 Defenses Against File Uploads
8.3 Latin America Response System
8.3.1 Architecture
8.3.2 Data Flow Assessment
8.4 Conclusion
References
9 Using Voice and Facial Authentication Algorithms as a Cyber Security Tool in Voice Assistant Devices
9.1 Introduction
9.2 Vulnerabilities of Voice Assistants
9.2.1 Device Privileges
9.2.2 Popularity of IoT Devices
9.2.3 Nonsense Interpretation
9.2.4 Other Cyber Attacks
9.3 Recommendations and Countermeasures Against These Attacks
9.4 Algorithms
9.4.1 Introduction to the Algorithms
9.4.2 Algorithm One: Data Gathering
9.4.3 Algorithm Two: Voice, Face, and Dangerous Command Validation
9.4.4 Algorithm Three: User Authentication
9.5 Conclusion and Future Directions
References
10 Assessment of National Crime Reporting System: Detailed Analysis of the Mobile Application
10.1 Introduction
10.2 Structure of the Project
10.3 Methodology
10.3.1 Static Code Analysis Tools Used for Review
10.4 Conclusion on Analysis Tools
10.5 Results
10.6 Discussion
10.7 Conclusion
References
11 Assessment of National Crime Reporting System: Detailed Analysis of the Desktop Application
11.1 Introduction
11.2 Architecture
11.3 Methods and Tools Used
11.3.1 Puma Scan
11.3.2 .NET Security Guard
11.3.3 Sonar Qube (SonarLint for Visual Studio)
11.3.4 VisualCodeGrepper
11.4 Results
11.5 Conclusions and Future Work
References
12 Toward Effective Cybersecurity Education in Saudi Arabia
12.1 Introduction
12.2 NICE Framework Overview
12.3 Cybersecurity Commitment: Global and Regional Ranking
12.4 Saudi Cybersecurity in Education
12.5 Discussions and Recommendations
12.6 Conlusions and Future Work
References
13 Intelligent Agent-Based RBAC Model to Support Cyber Security Alliance Among Multiple Organizations in Global IT Systems
13.1 Introduction
13.2 Related Work
13.3 Intelligent Agent-Based RBAC Model
13.3.1 Core Concepts of IA-RBAC
13.3.2 IA-RBAC Architecture
13.3.3 Intelligent Role Discovery, Role Mapping and Role Assignment
13.4 Case Scenario
13.5 Conclusion and Future Work
References
14 A Consumer-Centric Conceptual Framework for Trust Assessment in Cloud Computing
14.1 Introduction
14.2 Literature Review and Related Work
14.3 Conceptual Framework for Trust Assessment
14.3.1 Conceptualization
14.3.2 Engineering Process
14.3.3 Framework Architecture
14.3.4 Assessment Criteria
14.3.5 Indicators Calculation
14.4 An Application Scenario
14.5 Discussion
14.5.1 Obstacles of Cloud Assessment Models
14.6 Conclusion
14.6.1 Future Research and Recommendations
A.1 Appendix: Applying the Framework (Criteria and Sub-Criteria) in a Cloud Service
References
15 An Evaluation of One-Class Feature Selection and Classification for Zero-Day Android Malware Detection
15.1 Introduction
15.2 One-Class Feature Selection and Classification for Zero-Day Android Malware Detection
15.2.1 Overview
15.2.2 One-Class Feature Selection
15.2.2.1 Intra-Class Distance (ICD)
15.2.2.2 Pearson Correlation Coefficient (PCC)
15.2.2.3 Laplacian Score (LS)
15.2.3 One-Class Classification
15.2.3.1 Gauss Distribution
15.2.3.2 K-Means
15.2.3.3 Principle Component Analysis (PCA)
15.2.3.4 k-Nearest Neighbor Data Description (KNNDD)
15.2.3.5 -SVM
15.2.3.6 Minimax Probability Machine (MPM)
15.3 Performance Evaluation
15.3.1 Performance Comparison of Feature Selection Methods
15.3.2 Results of Classification
15.3.3 One-Class Classification vs. Two-Class Classification
15.4 Conclusion
References
16 Intelli-Dynamic Malware Detection Based on Processor Behaviors
16.1 Introduction
16.2 Malware Characterization with Hardware Performance Counters
16.2.1 Data Collection
16.2.2 Malware Access Patterns
16.3 Feature Engineering
16.3.1 Preprocessing Hardware Events
16.3.2 Attribute Selection and Reduction
16.3.3 Malware CNN Framework
16.4 Evaluation
16.4.1 Performance Analysis
16.5 Discussion
16.5.1 HPC Monitoring Considerations
16.5.2 Implications of Correlation-Based Feature Selection
16.5.3 Model Accuracy
16.6 Conclusion
References
17 Blockchain and IoT: A Proposed Security Framework
17.1 Introduction
17.2 IoT Architecture and Security
17.2.1 Sensor Layer
17.2.2 Network and Geteway Layer
17.2.3 Service Management Layer
17.2.4 Application Layer
17.3 Blockchain Technology
17.4 Blockchain in IoT
17.5 Proposed Securtiy Framework
17.5.1 Core Components
17.6 Conclusion and Future Work
References
18 Malware Analysis Using the UnBox Tool
18.1 Introduction
18.2 Malware Analysis
18.2.1 Types of Malicious Codes
18.2.2 Sandbox Problems
18.3 Related Works
18.4 UnBox: Framework Analysis
18.4.1 The UnBox Operation
18.4.2 UnBox Analysis Stages
18.4.3 Scenario Analysis: UnB
18.5 Results
18.5.1 Case Study 1
18.5.1.1 Static Analysis
18.5.1.2 Network Analysis
18.5.1.3 Downloaded Files
18.5.1.4 Case Study 1 Results
18.5.2 Case Study 2
18.5.2.1 Accessed Files
18.5.2.2 Registry Keys
18.5.2.3 Network Analysis
18.5.2.4 Case Study 2 Results
18.6 Conclusion
References
19 Business Continuity Plan and Risk Assessment Analysis in Case of a Cyber Attack Disaster in Healthcare Organizations
19.1 Introduction
19.2 The Importance of a Business Continuity Plan
19.3 Business Continuity Plan Overview
19.3.1 Applicable Provisions and Directives
19.3.2 Objectives
19.3.3 Management and Organization
19.3.4 Contingency Phases
19.3.4.1 Response Phase
19.3.4.2 Resumption Phase
19.3.4.3 Recovery Phase
19.3.4.4 Restoration Phase
19.4 Plan Testing and Excercise
19.5 Backup Method
19.6 Recovery
19.6.1 Disaster Recovery
19.6.2 Disaster Recovery and the Modern Business Perspective
19.6.3 IT Disaster Recovery
19.6.3.1 Departmental Contingency Plans (DCPs) in HC Organization
19.6.4 Site Selection
19.6.5 International Standards of Disaster Recovery
19.7 Risk Assessment Analysis
19.8 Contingency Plan Recommendations
19.9 Conclusion
References
20 Distributed Operating System Security and Protection: A Short Survey
20.1 Introduction
20.2 Distributed Systems
20.2.1 Definition and Characteristics
20.2.2 Distributed Operating Systems (DiOSs)
20.3 DiOSs Implementations
20.4 Cloud-Based Systems
20.4.1 Cloud Operating System (COS)
20.5 DiOS Security Issues
20.5.1 Traditional DiOS
20.5.2 Contemporary DiOS
20.5.3 DiOS Security and Protection
20.6 Conclusion and Future Work
References
21 The Impact of DDoS Attacks on Application Containers, System Containers, and Virtual Machines
21.1 Introduction
21.2 Background
21.3 Motivation
21.4 Architecture
21.5 Methods
21.6 Results
21.6.1 Baseline
21.6.2 Type One Attack (Network Targeted)
21.6.3 Type Two Attack (CPU Targeted)
21.6.4 Type Three Attack (CPU and Memory Targeted)
21.7 Conclusion
21.7.1 Xen
21.7.2 Virtual Box
21.7.3 Docker
21.7.4 LXD
21.7.5 Overall
21.8 Future Works
References
22 A Proposed Software Developed for Identifying and Reducing Risks at Early Stages of Implementation to Improve the Dependability of Information Systems
22.1 Introduction
22.2 Web Application on the Identification and Neutralization of Information Systems Risks
22.3 Conclusion
References
23 Identifying Risk Factors inImplementing ERP Systems inSmallCompanies
23.1 Introduction
23.2 Theoretical Framework
23.2.1 ERP Systems and Implementation
23.2.2 Risk Factors within Implementation
23.3 Research Method
23.4 The Empirical Setting
23.5 Analysis
23.5.1 Need for an ERP System
23.5.2 Implementation
23.5.3 Project Performance
23.6 Conclusion
References
Blockchain Technology
24 Decentralized Reputation System on a Permissioned Blockchain for E-Commerce Reviews
24.1 Introduction
24.2 Related Work
24.2.1 Trust and Reputation Overview
24.2.2 Permission-Less or Permissioned Blockchain
24.2.3 Blockchain Based Reputation Systems
24.3 Our Approach
24.3.1 System Model
24.3.2 Security Considerations
24.3.3 Design Goals
24.4 Description of Our Approach
24.4.1 Token Generation
24.4.2 Implementation
24.5 Limitations and Possible Solutions
24.6 Conclusion and Future Work
References
25 Incorporating Blockchain into Role Engineering: A Reference Architecture Using ISO/IEC/IEEE 42010 Notation
25.1 Introduction
25.2 Overview of Role-Based Security Models
25.3 Role Engineering
25.4 Incorporating Blockchain into Role Engineering: A Reference Architecture
25.5 Discussion and Analysis
25.6 Conclusion and Future Work
References
26 Enhanced SAT Solvers Based Hashing Method for Bitcoin Mining
26.1 Introduction
26.2 Related Work
26.3 Proposed SAT-Based Methodology
26.4 Implementation and Evaluation
26.5 Conclusion and Future Work
References
Data Mining and Big Data Analytics
27 Data Mining in the Contractual Management of the Brazilian Ministry of Health: A Case Study
27.1 Introduction
27.2 Background
27.2.1 Data Mining in the Context of Information Technology (IT)
27.2.2 Cross Industry Standard Process for Data Mining-CRISP-DM
27.3 Methodology
27.3.1 Business Understanding
27.3.1.1 Scenario
27.3.1.2 Project Goal
27.3.1.3 Success Criteria
27.3.2 Data Understanding
27.3.3 Description of the Data
27.3.4 Data Preparation
27.3.4.1 Selection of Data
27.3.4.2 Preparation of Data
27.3.4.3 Final Database
27.3.4.4 Data Correlation Analysis: Preparation of Numerical Data to Obtain the Pearson Coefficient
27.3.4.5 Correlation Analysis Using the Pearson Coefficient
27.3.5 Modeling
27.3.6 Evaluation
27.4 Deployment
27.5 Results
27.5.1 RQ.1. Is It Possible to Create a Predictive Model to Indicate the Possibility of Delay in the Execution of Software Construction Demands for the Brazilian National Health Bus?
27.5.2 RQ.2. How Can Such a Model Be Incorporated into the Contractual Management to Positively Impact on the Monitoring of Contract Delivery Times?
27.6 Conclusion
References
28 Using Data Mining Techniques to Perform School Dropout Prediction: A Case Study
28.1 Introduction
28.2 Background and Related Works
28.2.1 Related Works
28.2.2 Method
28.3 Proposed Methodology
28.4 Results
28.4.1 Data Analysis
28.4.2 Data Preparation
28.4.3 Model and Evaluation
28.5 Conclusion
References
29 A Hybrid System for Querying Flight Data
29.1 Introduction
29.2 Database
29.2.1 Time Series Versus Relational
29.2.2 PostgreSQL
29.2.3 Querying
29.3 Data Files
29.4 The Hybrid System
29.5 Conclusion
References
30 Esophageal Abnormality Detection from Endoscopic Images Using DT-CDWT and Persistent Homology
30.1 Introduction
30.2 Dual Tree-Complex Discrete Wavelet Transform
30.3 Persistent Homology
30.4 Algorithm for Normal Region Detection
30.4.1 Preliminary Experiment 1
30.4.2 Preliminary Experiment 2
30.4.3 Detection Algorithm for Normal Regions
30.5 Experimental Result
30.6 Conclusion
References
31 Properties of Haar-Like Four-Point Orthogonal Transforms for Image Processing
31.1 Introduction
31.2 Multiresolution Analysis
31.3 Haar-Like Four-Point Orthogonal Transforms and Nonlinear Approximation
31.4 Application to an Image Deblurring Problem
31.5 Conclusions
References
32 A Hybrid Visualization Approach to Perform Analysis of Feature Spaces
32.1 Introduction
32.2 Background
32.3 Proposed Visual Approach
32.4 Experiments
32.5 Conclusions and Future Works
References
33 Load Balancing of Financial Data Using Machine Learning and Cloud Analytics
33.1 Introduction
33.2 Background Study
33.2.1 Cloud Computing
33.2.2 Load Balancing
33.2.3 Machine Learning
33.2.4 Cloud Analytics
33.2.5 Comparison of AWS and IBM Cloud
33.2.6 Amazon web Services and Tools
33.3 Common User Requests on Financial Web Application
33.4 Proposed Approach
33.5 Conclusion
References
34 Investigating the Impact of Developers Sentiments on Software Projects
34.1 Introduction
34.2 Related Works
34.3 Research Design
34.4 Results
34.5 Discussion
34.6 Conclusion
References
High Performance Computing Architectures
35 Simulation of Brownian Motion for Molecular Communications on a Graphics Processing Unit
35.1 Introduction
35.2 Methodology
35.2.1 Messenger Molecule Simulation on the CPU
35.2.2 Designs and Implementations on the GPU
35.3 Evaluation
35.4 Conclusion and Future Work
References
36 The Privacy Preserving Framework with Virtual Ring and Identity-Based Cryptography for Smart Grid
36.1 Introduction
36.2 Framework
36.3 Methods
36.3.1 Virtual Ring
36.3.2 Identity-Based Cryptography
36.4 Discussions
36.5 Conclusions and Future Works
References
37 Sumudu Transform for Automatic Summations
37.1 Introduction
37.2 Summations by Generating Functions
37.3 Calculation of Coefficients and Summations
37.4 Summations of Sequences of Finite Numbers
37.5 Conclusions
References
38 Deriving Scalability Tactics for Development of Data-Intensive Systems
38.1 Introduction
38.2 Background and Related Work
38.3 Other Related Attributes
38.4 Analysis of Existing Work
38.5 How Scaling Is Done
38.6 Proposed Utility Tree
38.6.1 Load Balancing
38.6.2 Scaling of Storage Distribution
38.6.3 Performance Retention
38.6.4 Cost-Effectiveness
38.7 Conclusion and Future Work
References
Virtual Reality
39 Multi-User VR Cooperative Puzzle Game
39.1 Introduction
39.2 The Creation Process
39.2.1 Blender Modeling
39.2.2 Development in Unity
39.2.3 Developing the Powers
39.2.4 Level Design
39.2.5 Mirror Networking
39.3 Gameplay
39.3.1 Locomotion
39.3.2 Positive Outcomes
39.4 Conclusions and Future Work
39.4.1 Conclusions
39.4.2 Future Work
References
40 TDVR: Tower Defense in Virtual Reality: A Multiplayer StrategySimulation
40.1 Introduction
40.2 Background Review
40.2.1 Related Applications
40.2.2 Literature Review
40.3 Project Overview and Design
40.3.1 Hardware
40.3.2 Software
40.3.3 High Level Design
40.4 Simulation
40.5 Discussion
40.6 Current Status
40.7 Conclusion and Future Work
References
41 vFireVI: 3D Virtual Interface for vFire
41.1 Introduction
41.2 Background and Related Works
41.2.1 Fire Simulators
41.2.2 vFire
41.2.3 vFireLib
41.2.4 VR Simulators
41.3 Implementation
41.3.1 Unity
41.3.2 In Game
41.3.3 REST Data Parsing and Terrain Generation
41.3.4 Forest Generation
41.3.5 Burning Simulation
41.4 Example Simulation
41.5 Conclusions and Future Work
41.5.1 Conclusions
41.5.2 Future Work
References
42 A ComparisonBetween a NaturalandanInorganicLocomotionTechnique
42.1 Introduction
42.2 Implementation
42.3 User Study Methodology
42.3.1 Participants
42.3.2 Apparatus
42.3.3 Procedure
42.3.4 Tasks
42.3.5 Design
42.4 Results
42.4.1 Course Data
42.4.2 Cybersickness Data
42.4.3 Fatigue Data
42.5 Discussion
42.5.1 Comfort
42.5.2 Intuitiveness
42.5.3 Immersion
42.5.4 Cybersickness
42.5.5 Fatigue
42.5.6 Efficiency
42.5.7 Enjoyment
42.6 Conclusions and Future Work
42.6.1 Conclusions
42.6.2 Future Work
References
43 METS VR: Mining Evacuation Training Simulator in Virtual Reality for Underground Mines
43.1 Introduction
43.2 Background
43.3 Functionality
43.3.1 Overview
43.3.2 Immersion
43.3.3 Networking
43.3.4 Locomotion
43.3.5 Communication
43.4 Implementation
43.4.1 Assets Used
43.4.2 Features
43.4.3 Player Characteristics
43.5 Conclusion and Future Work
43.5.1 Conclusion
43.5.2 Future Work
References
Education
44 Audible Code, a Voice-Enabled Programming Extension of Visual Studio Code
44.1 Introduction
44.2 Related Work
44.3 Proposed Voice-Enabled Project
44.4 Use Cases
44.5 Conclusion and Future Work
References
45 A Brazilian Web Platform for Developing Massive Online Open Courses
45.1 Introduction
45.2 Theoretical Foundation
45.2.1 Related Researches
45.3 Method
45.3.1 Participants and Description of Method
45.4 Analysis
45.5 Final Considerations
References
46 Framework for Gamification of Educational Systems Using Behavioral Analysis
46.1 Introduction
46.2 Three-Term Contingency of Behavior Analysis
46.3 Conception of Educa3C Framework
46.3.1 Antecedent Variables Dimension
46.3.2 User Behavior Dimension
46.3.3 Consequent Variables Dimension
46.4 Educa3C: Use of the Framework in the Teaching and Learning Process
46.5 Results and Final Considerations
References
47 Custom Hardware Teaching Aid for Undergraduate Microcontroller Laboratory Class
47.1 Introduction
47.2 Literature Review
47.3 Problems in the Laboratory Class
47.3.1 The Difference in Skills Between Different Student Majors
47.3.2 The General Hands-on Skills for Circuit Wiring
47.3.3 Unreliable Connections
47.3.4 Long Wiring Time
47.3.5 Repetitive Wiring
47.3.6 Damage of Peripherals
47.4 Solutions
47.5 PCB and Curriculum Design
47.5.1 Printed Circuit Board Design
47.5.2 Curriculum Design
47.6 Conclusions
References
48 ARM-Based Digital Design and Computer Architecture Curriculum
48.1 Introduction
48.2 Guiding Principles
48.3 Course Structure
48.4 Written Exercises
48.5 Lab Assignments
48.6 Textbook
48.7 Future Enhancements
48.8 Conclusion
References
49 SpeakOut, a Web App for Online Therapy and Web Counseling
49.1 Introduction
49.2 Related Work
49.3 Proposed SpeakOut Project
49.4 Use Cases
49.5 Conclusion and Future Work
References
50 Using Projects on Clustering and Linear Regression to Develop Basic Research Skills in Freshmen and Sophomore Undergraduate Students
50.1 Introduction
50.2 Related Work
50.3 A Statistical Analysis of the Work of Bob Ross
50.4 Prediction of Heart Rates of Emperor Penguins When Diving
50.5 Conclusion and Future Work
References
51 Initiating Research Skills in Undergraduate Students Through Data Science Projects
51.1 Introduction
51.2 Related Work
51.3 Analysis of Fullerton Housing Data Set
51.4 Predicting Salary Earnings Based on SAT Scores and College Tuition
51.5 Predicting Climate Trends Using TensorFlow
51.6 Conclusion and Future Work
References
52 Designing a Unity Game Using the Haptic Feedback Gloves, VMG 30Plus
52.1 Introduction
52.2 Setting Up the Game
52.3 System Architecture
52.4 Project Description
52.5 Conclusion and Future Work
References
53 Single and Multibranch CNN-Bidirectional LSTM for IMDb Sentiment Analysis
53.1 Introduction
53.2 Background and Related Work
53.2.1 Convolutional Neural Networks (CNN)
53.2.2 Long Short-Term Memory (LSTM) Units
53.3 Dataset Description
53.4 Methodology
53.4.1 Hardware and Software
53.4.2 Architecture Design
53.5 Discussion
53.6 Conclusion
References
54 Teacher Mate: A Support Tool for Teaching Code Quality
54.1 Introduction
54.2 Teacher Mate Tool
54.2.1 Architecture and Integration
54.3 Case Study
54.3.1 Dataset Selection
54.3.2 First Project Analysis
54.3.3 Second Project Analysis
54.3.4 Analysis of the Evolution From the First to the Second Project
54.4 Teacher Intervention
54.5 Conclusion
References
55 Education 4.0: Gaps Research Between School Formation and Technological Development
55.1 Introduction
55.2 Theoretical Background
55.3 Method
55.4 Results
55.5 Conclusion
References
HCI
56 Influence of Age on the Usability Assessment of the Instagram Application
56.1 Introduction
56.2 Theoretical Foundation
56.2.1 Related Researches
56.3 Method
56.4 Discussion
56.5 Final Considerations
References
57 A Speech Recognition Mechanism for Enabling Interactions Between End-Users and Healthcare Applications
57.1 Introduction
57.2 Background and Related Works
57.2.1 Speech Recognition Techniques
57.2.2 Related Works
57.3 Developing a Speech Recognition Health Application
57.3.1 Architecture and Overview
57.3.2 Speech Recognition and Data Persistence Services
57.4 Evaluation of the Proposed Solution
57.5 Final Considerations
References
Health IT
58 MyHealth: A System for Monitoring Non-communicable Diseases
58.1 Introduction
58.2 Related Work
58.3 Problem Description
58.4 Development Methodology
58.5 MyHealth Design
58.5.1 System Specification
58.5.2 System Architecture
58.5.3 System Implementation
58.6 Conclusion
References
59 Fly Roller: Development of an Instrument to Exercise Fruit Flies
59.1 Introduction
59.2 Background
59.3 Methods
59.3.1 Preliminary Versions
59.3.2 Fly Roller
59.3.3 Control Unit
59.3.4 User Interface Program and Control Algorithm
59.4 Results, Discussion, and Future Work
59.5 Conclusion
References
60 An Architecture of a Gamified Application for Monitoring and Treating the Chronic Kidney Disease
60.1 Introduction
60.2 Background
60.2.1 Gamification Elements
60.2.2 Chronic Kidney Disease
60.3 Gamified Architecture
60.4 Architectural Evaluation
60.5 Conclusions
References
61 An HL7-Based Middleware for Exchanging Data and Enabling Interoperability in Healthcare Applications
61.1 Introduction
61.2 Background and Related Works
61.2.1 HL7
61.2.2 Middleware
61.2.3 Related Works
61.3 Proposed Solution
61.3.1 Architecture and Main Components
61.3.2 Exemplifying the Middleware's Operation
61.4 Evaluating the Proposed Solution
61.5 Conclusion
References
62 Towards Hospital Dynamics Model in the Age of Cybercrime
62.1 Introduction
62.2 Background
62.2.1 Vulnerabilities and Attacks
62.2.2 Related Works
62.3 Methodology
62.4 Case Study
62.4.1 Design Parameters
62.4.2 Results
62.5 Lessons Learned
62.6 Closing Remarks
References
63 Understanding Security Risks When Exchanging Medical RecordsUsing IHE
63.1 Introduction
63.2 IHE Medical Records Exchange
63.2.1 XDX Reliable Interchange
63.2.2 Cross-Enterprise Document Sharing
63.2.3 Cross-Enterprise Document Media Interchange
63.2.4 Cross-Enterprise Community Access
63.2.5 Cross-Enterprise User Assertion
63.2.6 Audit Trail and Node Authentication
63.3 Potential Security Risks
63.4 Conclusion and Future Work
References
IoT and CPS
64 User's Privacy Management in IoT Environment Using Dojot Platform
64.1 Introduction
64.2 Motivation
64.3 Related Works
64.4 Case Study
64.4.1 A New Way to Handle the User's Privacy
64.4.2 Control over Data
64.4.3 Architecture
64.4.4 Implementation
64.5 Results
64.6 Conclusions
References
65 Hardware-Based Emulator for Building Energy Cyber-Physical Control with Occupancy Sensing
65.1 Introduction
65.2 Background and Related Work
65.3 Hardware Emulators
65.3.1 Hardware Emulator 1: Raspberry Pi Based Sensor/Thermostat Interactions for Residential Building
65.3.1.1 Objective
65.3.1.2 Difficulties
65.3.1.3 Methods
65.3.2 Hardware Emulator 2: Sensor-to-HVAC Communication via BACnet for Commercial Building
65.3.2.1 Objective
65.3.2.2 Challenges
65.3.2.3 Methods
65.4 Platform Extensions
65.5 Conclusions
References
66 A Certification-Based Modeling Approach of Medical Cyber-Physical Systems: An Insulin Infusion Pump Case Study
66.1 Introduction
66.2 Modeling Approach of MCPS
66.3 Insulin Infusion Pump Case Study
66.3.1 Requirements Elicitation
66.3.2 Formal Specification
66.3.3 Arduino Prototype
66.4 Conclusions
References
67 Semi-Supervised Outlier Detection and Deep Feature Extraction for Detecting Cyber-Attacks in Smart Grids Using PMU Data
67.1 Introduction
67.2 Related Work
67.3 Power System Framework and Cyber-Attacks
67.4 Detecting Cyber-Attacks in Smart Grids
67.4.1 Overview
67.4.2 Deep Feature Extraction
67.4.3 Semi-Supervised Outlier Detection Algorithms
67.5 Performance Evaluation and Results
67.6 Conclusion
References
Potpourri
68 The State of Reproducible Research in Computer Science
68.1 Introduction
68.2 Understanding Reproducible Research
68.3 Collection of Challenges
68.4 Statistics: Reproducible Crisis
68.5 Standardizing Reproducible Research
68.6 Tools to Help Reproducible Research
68.7 Reproducible Research: Not a Crisis?
68.8 Conclusion
References
69 A General Low Cost UAV Solution for Power Line Tracking
69.1 Introduction
69.2 Materials and Methods
69.2.1 Simulation Environment
69.2.2 Prototype
69.2.3 MAVSDK
69.2.4 The UAV
69.2.5 Image Processing
69.2.6 Mission
69.3 Solution Deployment
69.3.1 Architecture Implementation
69.3.2 Algorithm
69.4 Improvements and Results
69.5 Conclusion and Future Works
References
70 Ego-Motion Estimation Using Affine Correspondences
70.1 Introduction
70.2 Related Work
70.3 Problem Background
70.3.1 Affine Correspondences (ACs)
70.3.2 Epipolar Geometry
70.3.3 Epipolar Geometry on Affine Correspondences
70.4 Motion Estimation with Affine Correspondences
70.4.1 Noise Effect
70.4.2 Local Affine Optimization
70.5 Evaluation
70.6 Conclusions
References
71 Mapping and Conversion between Relational and Graph Databases Models: A Systematic Literature Review
71.1 Introduction
71.2 Methods
71.2.1 Research Execution
71.3 Results
71.3.1 Mapping Between Models
71.3.2 Conversion Between Models
71.4 Discussion
71.5 Conclusion and Future Works
References
72 Decentralized Multi-Robot System for Formation Control of Quadcopters: The Integration Between the Virtual and Real World
72.1 Introduction
72.2 Proposed Multi-Robot System
72.2.1 Proposed Architecture
72.2.2 Quadcopter Agent Architecture
72.3 Mathematical Models for Formation Control
72.3.1 Linear Formation
72.3.2 Formation of Polygonal Figures with Rotation
72.3.3 Formation of Polygonal Figures with Rotation and Mobile Reference Point
72.4 Simulation and Experimental Results
72.4.1 Simulation Results
72.4.2 Experimental Results
72.5 Conclusions and Future Works
References
73 An Optimization Algorithm for the Sale of Overage Data in Hong Kong's Mobile Data Exchange Market
73.1 Introduction
73.2 Related Work
73.3 The Market Mechanism
73.3.1 Market Incentive
73.4 User Strategy
73.4.1 User Valuation (Strategic Incentive)
73.4.2 User Behavior
73.4.3 A Simple Example
73.4.3.1 Individual Rationality/Selfishness
73.4.3.2 Truthfulness (Incentive Compatibility)
73.4.3.3 Social Welfare Maximization (Exclusion-Compensation)
73.5 Conclusion and Future Work
References
74 Towards GPU-Accelerated PRM for Autonomous Navigation
74.1 Introduction
74.2 Related Work
74.2.1 Autonomous Navigation Via Sampling Based Planning
74.2.2 Sampling Based Planning Using a GPU
74.3 Methodology
74.3.1 Data Transfer Overhead
74.3.2 Utilizing Thrust Functions
74.3.3 Storage of the Graph
74.4 Experimental Validation
74.4.1 Experimental Setup
74.4.2 Results and Discussion
74.5 Future Work
74.6 Conclusion
References
75 Fast Heuristics for Covering 1.5D Terrain
75.1 Introduction
75.2 Preliminaries
75.2.1 One-Sided Versus Two-Sided Guarding
75.2.2 Approximation Algorithms
75.3 Fast Heuristic for Covering 1.5D Terrain
75.3.1 Visibility Properties of 1.5D Terrain
75.3.2 Greedy Ranking Algorithm
75.4 Conclusion
References
76 Online Competitive Schemes for Linear Power-Down Systems
76.1 Introduction
76.2 Online Algorithms and the Power Down Problem
76.3 Continuous State Problem
76.4 Logarithmic Strategy
76.5 Exponential Strategy
76.6 Conclusions
References
77 Evaluation of Lightweight and Distributed Emulation Solutions for Network Experimentation
77.1 Introduction
77.2 Theoretical Grounding and Related Work
77.2.1 Lightweight Virtualization
77.2.2 Lightweight and Distributed Virtualization
77.3 Materials and Methods
77.3.1 Parameters and Measurement Procedure
77.3.2 Topologies and Partitioning
77.3.3 Test Methodology
77.3.4 Environment and Technologies
77.4 Results and Discussion
77.4.1 Memory, Processes and Connections
77.4.2 Factor Effects
77.4.3 Setup Time
77.5 Conclusions and Future Work
References
78 Driver Monitoring Cloud Organisation Based on Smartphone Camera and Sensor Data
78.1 Introduction
78.2 Related Work
78.3 Driver Monitoring System
78.3.1 System Overview
78.3.2 Data Storage Architecture
78.3.3 Data Analysis for Driver Head Angle Calibration
78.4 Conclusion
References
79 Non-Blocking Commitment Algorithm in Distributed Systems with Fail-Stop Model
79.1 Introduction Model
79.1.1 Failure Detectors
79.1.1.1 Road Map
79.2 Motivations and Related Works
79.3 Model
79.4 The Modal Failure Detector Star M*
79.5 Conclusion
References
Short Papers
80 Basic Concepts and Considerations of Cyber-Deterrence
80.1 Introduction
80.1.1 Cyber Attacks and Cyber War
80.1.2 Stuxnet
80.1.3 Risk
80.2 Deterrence
80.2.1 Criteria for an Attack
80.2.2 Deterrence by Denial
80.2.3 Deterrence by Punishment
80.2.4 Assumption of Rationality
80.3 Cyber Deterrence
80.3.1 Cyber Deterrence by Denial
80.3.2 Cyber Deterrence by Punishment
80.4 Conclusion
References
81 Open Source Capture and Analysis of 802.11 Management Frames
81.1 Introduction
81.2 Current Solution Limitations Survey
81.3 Artifact Design
81.4 Methodology
81.5 Conclusion
References
82 Developing Cryptography Key Management Plans for HealthcareInstitutions
82.1 Introduction
82.2 Components of Key Management
82.3 Key Management Gaps and Risks
82.4 Cryptographic Analysis
82.5 Conclusion
References
83 A Hybrid Dictionary Model for Ethical Analysis
83.1 Introduction
83.2 Development
83.3 Results
83.3.1 Part 1: Analysis of Occurrences from Internet
83.3.2 Part 2: Analysis of Common Expressions for Each Category
83.3.3 Part 3: Spelling Corrections
83.3.4 Part 4: Content Removal Policy
83.4 Conclusion
83.4.1 Specific Conclusions
83.4.2 General Conclusions
83.4.3 Recommendations
83.4.4 Future Work
References
84 Self-Efficacy among Users of Information and Communication Technologies in the Brazilian School Environment
84.1 Introduction
84.2 Theoretical Foundation
84.2.1 Related Researches
84.3 Method
84.4 Discussion
84.5 Final Considerations
References
85 Affordable Mobile Data Collection Platform and IT Training in Benin: Analysis of Performance and Usability
85.1 Introduction
85.2 Background
85.3 USAID Assignment
85.4 Mobile Data Collection Platform
85.5 Training Computing Environment
85.6 Target Population and Data Size
85.7 System Usability Scale (SUS)
85.8 Explanation of Results
85.9 Conclusion
References
86 A Smart Green House Control and Management System Using IoT
86.1 Introduction
86.2 Problem Description
86.3 System Architecture
86.3.1 Raspberry Pi
86.3.2 Sensors
86.3.3 Water Irrigation
86.3.4 Ventilation System
86.3.5 Publishing Sensory Data
86.3.6 Frontend
86.3.7 Machine Learning
86.4 Implementation and Evaluation
86.5 Conclusion
References
87 Evaluating and Applying Risk Remission Strategy Approaches to Prevent Prospective Failures in Information Systems
87.1 Introduction
87.2 The Research Methodology and Methods
87.3 Results and Discussion
87.4 Conclusion
References
88 Usability Assessment of Google Assistant and Siri Virtual Assistants Focusing on Elderly Users
88.1 Introduction
88.2 Theoretical Foundation
88.2.1 Related Researches
88.3 Method
88.4 Discussion
88.5 Final Considerations
References
89 A Multiclass Depression Detection in Social Media Based on Sentiment Analysis
89.1 Introduction
89.2 Related Work
89.3 Methodology
89.4 Results and Discussion
89.5 Conclusion
References
90 A -SLIC: Acceleration of SLIC Superpixel Segmentation Algorithm in a Co-Design Framework
90.1 Introduction
90.2 A-SLIC Co-Design
90.2.1 SLIC Algorithm
90.2.2 A-SLIC Architecture
90.3 Experimental Results
90.4 Conclusion
References
91 Creating Culturally Responsive Noyce Explorers, Scholars and Teachers
91.1 Introduction
91.2 Literature Review
91.3 Culturally Responsive Teaching
91.4 Program Data Collection and Results
91.5 Conclusions and Future Work
References
92 A Solution to Existing Performance Monitoring Inherited Limitation Using Smart Performance Monitoring Combining Diagnostic Capabilities and Value Creation Determination
92.1 Introduction
92.2 Developed Methodology
92.2.1 Learning Phase
92.2.2 Expectation Profile Generation for GOSP Parameters Phase
92.2.3 Optimal GOSP Parameters and Delta Phase
92.2.4 Steam System Operating Philosophy and Plan Phase
92.3 Simulation Results
92.4 Conclusion
References
93 Self-Admitted Technical Debt classification using LSTM neural network
93.1 Introduction
93.2 Related Works
93.3 Methodology
93.4 Experiment
93.4.1 Goal Objective
93.4.2 Planning
93.4.3 Execution
93.4.4 Data Validation
93.5 Results
93.5.1 Threats to Validity
93.6 Conclusion and Future Works
References
94 A Software Architecture of Test Case Tools for Object-Oriented Programs
94.1 Introduction
94.2 Background
94.2.1 Attribute-Driven Design Method
94.2.2 Architecture Tradeoff Analysis Method
94.3 TCG Architecture
94.3.1 Functional Description
94.3.2 Quality Requirements
94.3.3 Architectural Design
94.4 Evaluation
94.5 Conclusion
References
95 On Model-Based Development of Embedded Software for Evolving Automotive E/E Architectures
95.1 Introduction
95.2 Related Work
95.3 Model-Based Development of Automotive Software
95.3.1 Model-Based Development of Automotive Software on Distributed Automotive E/E Architectures
95.3.1.1 Modelling
95.3.1.2 Timing Analysis
95.3.1.3 Synthesis
95.3.1.4 Deployment
95.3.2 Model-Based Development of Automotive Software on Domain Automotive E/E Architectures
95.3.2.1 Modelling
95.3.2.2 Timing Analysis
95.3.2.3 Synthesis
95.3.2.4 Deployment
95.3.3 Model-Based Development of Automotive Software on Centralised Automotive E/E Architectures
95.4 Conclusion and Future Work
References
96 System Architecture and Design of an In-House Built Student Registrar System Intended for Higher Education Institution
96.1 About the Developed System
96.2 Structure of the Registrar System
96.3 Integration with Other Information Systems
96.4 *4pt
96.5 Conclusion
References
97 Sentiment Analysis Tool in Website Comments
97.1 Introduction
97.2 Sentiment Analysis (SA)
97.3 SentimentALL Tool Development
97.3.1 Procedures
97.4 Case Study
97.5 Final Remarks
References
Index

Systemvoraussetzungen

Als PDF speichern Als Link merken