Trends and Innovations in Information Systems and Technologies

Name: Trends and Innovations in Information Systems and Technologies | Volume 1
Brand: Springer
Price: 213.99 EUR
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Volume 1

Álvaro Rocha Hojjat Adeli Luís Paulo Reis Sandra Costanzo Irena Orovic Fernando Moreira(Herausgeber*in)

Springer (Verlag)

1. Auflage

Erschienen am 18. Mai 2020

XXIII, 802 Seiten

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978-3-030-45688-7 (ISBN)

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Inhalt

Intro
Preface
Organization
Conference
General Chair
Co-chairs
Local Organizing Committee
Advisory Committee
Program Committee
Contents
Information and Knowledge Management
Open Innovation at University: A Systematic Literature Review
1 Introduction
2 Systematic Literature Review
2.1 Planning
2.2 Conducting the Review
2.3 Reporting the Review
3 Conclusions and Future Work
References
A Dynamic Approach for Template and Content Extraction in Websites
1 Introduction
2 Retrieving Relevant Web Pages
3 Extracting the Template
4 Filtering the Content of the Web Page
5 Testing the Results
6 Conclusion
References
Analysis of Factors Affecting Backers' Fundraising on Reward-Based Crowdfunding
1 Introduction
2 Related Literature on Crowdfunding Factors and Hypothesis
2.1 Project Description
2.2 Rewards
2.3 Research Hypothesis
3 Research Methodologies
3.1 Variables
4 Data Analysis and Results
4.1 Variables Statistics Descriptions
4.2 Multiple Regression Model
4.3 Residual Analysis
5 Conclusion and Suggestions
References
Retaining Knowledge and Human Resource Management in IT Sector: How We Are SMEs Doing This?
1 Introduction
2 Method
2.1 Participants
2.2 Search Strategy, Data Sources and Procedure
3 Results
4 Discussion and Conclusion
References
Proposing Ontology-Driven Content Modularization in Documents Based on the Normalized Systems Theory
1 Introduction
2 Methodology
2.1 Normalized Systems Theory
2.2 Evolvable Documents
2.3 Ontology-Based Modularization of User Interfaces
3 Problem of the Modularization
4 Our Approach
5 Case Study
6 Related Work
6.1 DITA
7 Conclusion
7.1 Future Work
References
Exercise of the Rights to Communication, in Conventional and Digital Media, in the Republic of Ecuador
1 Introduction
2 Methodology
3 Results
4 Conclusion
References
Communication in Project Management: An Action Research Approach in an Automotive Manufacturing Company
1 Introduction
2 Research Methodology
3 Findings
3.1 Following PMBOK Good Practices
3.2 1st PDCA Running - Survey Deployment Methodology: Plan
3.3 1st PDCA Running - Survey Deployment Methodology: Do
3.4 1st PDCA Running - Survey Deployment Methodology: Check
3.5 PDCA Running - Survey Deployment Methodology: Act
3.6 PDCA Running - Continuous Improvement
4 Conclusions
References
A Capacity Management Tool for a Portfolio of Industrialization Projects
1 Introduction
2 Literature Review
3 Methodology
4 Problem Statement
5 Developed Approach
5.1 Project Schedule
5.2 Recommendation System
5.3 Portfolio Report
6 Conclusions and Future Work
References
Knowledge Management Life Cycle Model Based on PDSA for Agile Companies
1 Introduction
2 Literature Review
3 Research Context
4 Knowledge Management Life Cycle Based on Agile SDLC
5 Results and Conclusions
References
Protocol for Analysis of Root Causes of Problems Affecting the Quality of the Diagnosis Related Group-Based Hospital Data: A Rapid Review and Delphi Process
1 Introduction
2 Methods
2.1 Systematic Review
2.2 Root Causes Analysis - The Delphi Process
3 Pilot Study - Assessing Feasibility
3.1 Search and Study Selection
3.2 Root Causes Analysis
4 Discussion
5 Conclusions
References
Improving Project Management Practices in a Software Development Team
1 Introduction
2 Literature Review
2.1 Project Management in Software Development
2.2 Traditional (Waterfall) vs Agile Approach
3 Research Methodology
4 Case Study Analysis
4.1 Context
4.2 Results
4.3 Discussion
5 Conclusions and Future Work
References
Integrated Model of Knowledge Management and Innovation
1 Introduction
2 Background of Innovation and Knowledge Management
2.1 Knowledge Management and Technologies
2.2 Knowledge Management for Entrepreneurial Innovation
2.3 The Development of Innovation Models
3 Integration of Innovation and Knowledge Management
4 Knowledge Management as a Key Element in Open Innovation
5 Considerations for Model Validation
6 Conclusions
References
Trust and Reputation Smart Contracts for Explainable Recommendations
1 Introduction
2 Related Work
3 Proposed Method
3.1 Memory-Based Trust and Reputation
3.2 Model-Based Trust and Reputation
3.3 Blockchain
3.4 Explainable Recommendations
4 Experiments and Results
5 Conclusions
References
Predicting an Election's Outcome Using Sentiment Analysis
1 Introduction
2 Related Work
3 Dataset Creation
3.1 Out of Scope
3.2 Lexicon Expansion
3.3 Preprocessing
3.4 Sentiment Analysis
4 Data Analysis
4.1 Training Dataset
4.2 Predicting Results
5 Conclusion
References
Data Science in Pharmaceutical Industry
1 Introduction
2 Theoretical Framework
2.1 Introduction of Data Science and Big Data Technologies
2.2 Medical Affairs in the Pharmaceutical Industry
3 Review Method
3.1 Research Questions
3.2 Search Strategy
3.3 Search Terms
3.4 Data Sources
3.5 Selection Criteria
3.6 Data Extraction
4 Results
5 Conclusions
References
DICOM Metadata Quality Analysis for Mammography Radiation Exposure Characterization
1 Introduction
2 Background
3 Methods and Materials
4 Results
4.1 From DICOM Metadata Indexing and Extraction to Mammography Image IOD Characterization
4.2 Data Quality Analysis and Sample Normalization
4.3 Population Characterization
4.4 Exposure Characterization
5 Conclusion
References
The Use of Social Media in the Recruitment Process
1 Introduction
2 The Use of Social Media in Recruitment and Selection: A Review of the Literature
2.1 Legal and Ethical Considerations
2.2 Things to Avoid on Social Media
2.3 Selected Best Practices for Candidates According to the Literature
2.4 Selected Best Practices for Companies According to the Literature
3 Methodology
4 Results
5 Discussion
6 Conclusion and Future Developments
References
Complex Human Emotions in Alzheimer's Interviews: First Steps
1 Introduction
2 Methodology
3 Experimentation
4 Conclusions
References
Contribution of Social Tagging to Clustering Effectiveness Using as Interpretant the User's Community
1 Introduction
2 Social Tagging
2.1 How Can Tagging Contribute to Improve Document Clustering?
2.2 Interpretation According to the User Community
2.3 Interpretation According to the Tag Writer
3 Community Detection
3.1 The Girvan and Newman Algorithm
4 The Similarity Measure of the k-C Algorithm
5 Experimental Process
5.1 Case Study: The Interpretant Is the User's Community
6 Conclusions
References
NutriSem: A Semantics-Driven Approach to Calculating Nutritional Value of Recipes
1 Introduction
2 Workflow
2.1 Dataset Pre-treatment
2.2 Nutritional Score Calculation
3 Evaluation and Discussion
4 Conclusion and Future Work
References
Using Machine Learning Models to Predict the Length of Stay in a Hospital Setting
1 Introduction
2 Related Work
2.1 Factors Impacting the Length of Stay
2.2 Machine Learning Methods in LOS Prediction
3 Methodology
3.1 Dataset Description
3.2 Working Methods
3.3 Learning Methods
4 Experimental Results and Evaluation
5 Conclusion
References
Prediction of Length of Stay for Stroke Patients Using Artificial Neural Networks
1 Introduction
2 Related Work
3 Methodology
4 Data Mining Process
4.1 Business Understanding
4.2 Data Understanding
4.3 Data Preparation
4.4 Modeling
4.5 Evaluation
5 Results and Discussion
6 Conclusion and Future Work
References
Artificial Intelligence in Service Delivery Systems: A Systematic Literature Review
1 Introduction
2 Terminology
3 Methodology
4 Findings
4.1 Next Generation of AI in SDS - Technological Synergies
4.2 Cost-Effective and Error-Free? Reality or Myth?
5 Concluding Remarks
References
Benefits of Implementing Marketing Automation in Recruitment
1 Introduction
2 Previous Studies
3 Interviews
4 Final Set of Benefits
5 Conclusions
References
Data Fusion Model from Coupling Ontologies and Clinical Reports to Guide Medical Diagnosis Process
1 Introduction
2 Related Work
3 Targeted Informations
3.1 What Informations into Medical Ontologies?
3.2 What Informations into Clinical Cases Reports?
4 Knowledge Base Model
4.1 Selected Data from Ontologies
4.2 Selected Data from Medical Textual Reports
5 Conclusion
References
Computational Analysis of a Literary Work in the Context of Its Spatiality
1 Introduction
2 Motivation and Related Work
3 Research
3.1 Dataset and Preprocessing
3.2 Research Methodology and Applied Techniques
4 Results and Discussion
5 Conclusion
References
Data Extraction and Preprocessing for Automated Question Answering Based on Knowledge Graphs
1 Introduction
1.1 Motivation
1.2 Dialog Systems
1.3 Knowledge Graphs
2 Method
2.1 Data Preprocessing
2.2 Question Extraction
2.3 Knowledge Graph Enrichment
3 Results
4 Conclusions
References
Ontology Learning Approach Based on Analysis of the Context and Metadata of a Weakly Structured Content
1 Introduction
1.1 Motivation
1.2 Ontology Learning
2 Method
2.1 Concept Extraction
2.2 Taxonomic Relations Extraction
2.3 Non-taxonomic Relations Extraction
3 Results
4 Conclusions
References
Paving the Way for IT Governance in the Public Sector
1 Introduction
2 Background
2.1 IT Governance as an Organizational Innovation
2.2 IT Governance Based on the IT and Innovation Diffusion Theory
2.3 Technology Acceptance Model
2.4 Related Work
3 Method
3.1 Analysis and Synthesis of the Findings
4 Results
4.1 Environment Configuration for Governance
5 Final Conclusions and Further Work
References
ICT and Big Data Adoption in SMEs from Rural Areas: Comparison Between Portugal, Spain and Russia
1 Introduction
2 ICT for SMEs in Emerging Economies
3 Methodology
4 Results
4.1 General Use of ICT
4.2 Security
4.3 Challenges for ICT Implementation
5 Conclusion
References
Towards an APIs Adoption Agile Model in Large Banks
1 Introduction
1.1 Research Objective
1.2 Contribution
2 Research Methodology
3 Literature Review
3.1 API Definition and Basic Uses
3.2 API Classification Proposals
3.3 Evolution of the Financial in Large Banks
3.4 Banking Collections
4 Agile Model for APIs Adoption in Large Banks
4.1 Knowledge Transfer
4.2 Value Proposition
4.3 Gap Analysis
5 Conclusions and Future Work
References
A Business Performance Management Framework
1 Introduction
2 Business Performance Management
2.1 Business Intelligence
3 The BPM Framework
3.1 Environment
3.2 Organizational Culture
3.3 Systems and Information Technology
3.4 Processes
3.5 People
4 The BPM Spiral
5 Conclusions
References
Supply-Demand Matrix: A Process-Oriented Approach for Data Warehouses with Constellation Schemas
1 Introduction
2 Related Work
2.1 Types of Tables
2.2 Top-Down Database Denormalization Process
2.3 Bus Matrix Evolution
2.4 Technical Architecture
3 Proposed Model
3.1 Bottom-Up Denormalization Process
3.2 Database Reduced Representation
3.3 Constellation Matrix
3.4 Supply-Demand Matrix
4 Conclusions
References
Time-Series Directional Efficiency for Knowledge Benchmarking in Service Organizations
1 Introduction
2 Time-Series Directional Efficiency
3 Assessment
4 Discussion and Final Remarks
References
Learning Patterns Identification as a Strategy for Digital Appropriation Skills in Fresher University Students
1 Introduction
2 Research Context
3 Methodology
4 Results and Analysis
4.1 Stage I
4.2 Stage II
4.3 Stage 3
5 Conclusion
References
Research of the Competency Model's Influence on Staff Management in Food Industry
1 Introduction
2 Materials and Methods
3 Results
3.1 Groups' Making
3.2 Waiters' Motivation System
4 Discussion
References
Towards Message-Driven Ontology Population - Facing Challenges in Real-World IoT
1 Introduction
2 IoT Ontology Population Challenges by Example
3 Identifying Promising Lines of Research
4 Envisioned Approach
References
A First Step to Specify Arcade Games as Multi-agent Systems
1 Introduction
2 State of the Art
3 Video Games as Multi-agent Systems
4 Use Case: Frogger
5 Results
5.1 NetLogo
5.2 Gamesonomy
5.3 Unity
5.4 Conclusions and Future Work
References
Overview of an Approach on Utilizing Trust and Provenance Metrics Combined with Social Network Metrics on Recommender Systems
1 Introduction
2 Background on Relevant Concepts
2.1 Recommender Systems Approach
2.2 Social Network Analysis Approach
2.3 Network Provenance Metrics Approach
3 Methodology
4 Evaluation Overview
5 Conclusion and Future Work
References
Logic-Based Smart Contracts
1 Introduction
2 The Logic Programming Approach of Smart Contracts
3 Implementation Considerations
3.1 BigchainDB
3.2 Tendermint
3.3 SWI Prolog
4 License Management
5 Conclusions
References
An Architecture for Opinion Mining on Journalistic Comments: Case of the Senegalese Online Press
1 Introduction
2 Our Proposition
2.1 Database Constitution
2.2 Semantic Indexing
2.3 Opinion Mining
2.4 Knowledge Base Building
3 Discussion
4 Conclusion et Perspectives
References
A Case Study on the Use of Enterprise Models for Business Transformation
1 Introduction
2 Background and Related Research
3 Method
4 Overview of the Case
5 The Transformations
5.1 Transformation A - Guidance Support Improvements
5.2 Transformation B - Time Booking at Emergency Clinics
6 Transformation Analysis
6.1 Requirement Areas
6.2 Requirements Fulfilment by Models Type
7 Discussion
8 Conclusion
References
Credible Information Foraging on Social Media
1 Introduction
2 The Foraging Model
2.1 Foraging Strategy
2.2 Assessing the Information Credibility
2.3 Ranking the Results Based on Their Relevance and Credibility
3 A Multi-agent Based Social Media IF System
4 Experiments and Evaluations
4.1 Generating the User's Interests Vector
4.2 Defining the Information Credibility
4.3 Foraging Results
5 Conclusion and Future Axes
References
Online Geocoding of Millions of Economic Operators
1 Introduction
2 Related Work
3 Approach
3.1 Data
3.2 Services
3.3 Geocoding Process
4 Results and Analysis
4.1 Geocoding Speed
4.2 Geocoding per Service
4.3 Validation
4.4 Geographical Queries
5 Detecting Duplicate Entities
6 Conclusions and Future Work
References
Closed Against Open Innovation: A Comparison Between Apple and Xiaomi
1 Introduction
2 Literature Review
2.1 Open and Closed Innovation
2.2 Background on Apple
2.3 Background on Xiaomi
3 Methodology
4 Data Analysis and Discussion
4.1 How Does the New Technology Arrive in Our Hands?
4.2 How Are We in Touch with Innovation?
4.3 Do We Stand Out from World Trends?
5 Conclusions
References
Testing the Causal Map Builder on Amazon Alexa
1 Introduction
2 Background and Motivation
3 Methodology
3.1 Hypothesis
3.2 Materials
3.3 User Study
4 Results
4.1 Hypothesis Testing
4.2 Summary of the Results
4.3 Implementation of Causal Maps Using Build a Model
5 Conclusion and Future Directions
References
Assessing the Communicative Effectiveness of Websites
1 Introduction
2 The Communicative Effectiveness Assessment Method
3 Implementation
4 Evaluation
5 Related Work
6 Conclusions and Future Work
References
Teaching Pedigree Analysis and Risk Calculation for Diagnosis Purposes of Genetic Disease
1 Introduction
1.1 Problem Statement
1.2 Objective
1.3 Contributions
1.4 Outline
2 Foundations
2.1 Basic Concepts of Pedigree
2.2 Challenges of Teaching Pedigrees
2.3 Pedagogical Approach
3 Requirements for Pedigree Analysis Course
3.1 Identification of Requirements
4 Related Work
5 Tool Implementation
6 Conclusion and Future Work
References
Multi-label Classifier to Deal with Misclassification in Non-functional Requirements
1 Introduction
2 The Classification of NFRs
3 Handling the Misclassification of NFRs
3.1 Step 1: Corpus Construction and Annotation
3.2 Step 2: Feature Extraction and CNN Training
4 Conclusion and Future Work
References
A Game Logic Specification Proposal for 2D Video Games
1 Introduction
2 Game Engine Overview
3 Game Logic Specification
4 Functions
5 Use Case
6 Experiment
6.1 Results
7 Conclusions and Future Work
References
Organizational Models and Information Systems
Measuring Consumer Behavioural Intention to Accept Technology: Towards Autonomous Vehicles Technology Acceptance Model (AVTAM)
1 Introduction
2 Literature Review
3 Formulation of the Autonomous Vehicles Technology Acceptance Model (AVTAM)
4 Method
5 Results
6 Conclusion and Future Work
References
Sustaining E-Government Website Services: An Investigation of Dynamic Relationships of Organisational Factors in a Government Agency
1 Introduction
2 Literature Review
2.1 E-Government Website Service Availability and Maintenance
3 Method
3.1 Qualitative System Dynamics
3.2 The Case
3.3 Data Collection
4 Findings
4.1 Availability of eGW Services Over Time
4.2 Factors and Their Feedback Relationships
5 Concluding Discussion
References
Framework for Bridge Management System in Montenegro
1 Introduction
2 Problems of Maintenance of Infrastructure Objects
3 Bridges Database
3.1 Bridges Controls
3.2 Method for Making Rating List for Bridges Maintenance
3.3 Method for Assessment of Bearing Capacity of the Bridge During Exploitation
4 Monitoring the State of Construction of Important Bridges
5 Conclusion
References
An IoT Approach to Consumer Involvement in Smart Grid Services: A Green Perspective
1 Introduction
2 Theoretical Background
2.1 Consumer Participation in Smart Grid Services and Demand Response
2.2 Ecological Aspects of Demand Response
3 A Model of Household Participation in Demand Response
3.1 Business Model
3.2 IoT Infrastructure
4 Assessing Readiness for Participation in Demand Response
4.1 Design and Procedure
4.2 Results
5 Conclusion
References
A Reference Model for Smart Home Environment: Functions, Semantics and Deployment
1 Introduction
2 Reference Model Overview
3 Functional View
3.1 Individual Layer
3.2 Interconnection Layer
3.3 Interaction Layer
4 Deployment View
5 Ontological View
6 Conclusion
References
The Digital Transformation at Organizations - The Case of Retail Sector
1 Introduction
2 Current Context of the Digital Transformation
2.1 Digital Transformation
2.2 The Importance of Digital Transformation
2.3 How to Lead Digital Transformation?
3 Digital Transformation in the Retail Sector
3.1 Importance and Potential in Retail Sector
3.2 Consumer Behavior
4 Successful Retail Experiences Through Digital Transformation
5 Conclusions
References
Towards a Business Model for Post-industrial Tourism Development in Jiu Valley, Romania
1 Introduction
2 Postindustrial Tourism: From Concept to Business Model
3 Context of the Research. Petrila's World - Between History and Perspectives
4 Methodology
5 Findings and Results
6 Influencing Factors for the Realization of a Business Model for Petrila Theme Park
7 Conclusions and Further Enhancements
References
Application of Industry 4.0 Methods in Russian Industrial Companies: A Qualitative Approach
1 Introduction
2 Methodology
3 Results
4 Conclusion and Discussion
References
Efficiency and Productivity of Communication Companies: Empirical Evidence from Ecuador Using Panel Data and DEA
1 Introduction
2 Literature Review
3 Data and Methodology
4 Results
4.1 Technical Efficiency
4.2 Change in Total Factor Productivity (TPF)
4.3 Incidence of Working Capital Variables on Technical Efficiency
5 Conclusions
References
Researches Regarding the Burnout State Evaluation: The Case of Principals from Arab Schools from South Israel
1 Introduction
1.1 Burnout - Concept
1.2 Context of the Research
1.3 The Premises and the Objective of the Research
2 Research Area. Methods and Materials
3 The Research Hypotheses
4 Burnout State Evaluation and Prediction Device
5 Conclusions
References
An Evaluation of How Big-Data and Data Warehouses Improve Business Intelligence Decision Making
1 Introduction
2 Data Warehouse
3 Business Intelligence Tools
4 Big Data Solution for the Success
5 General Data Protection Regulation (GDPR)
6 Conclusions
References
Multi-model Environment Generation and Tailoring Model for Software Process Improvement
1 Introduction
2 Background
2.1 Software Process Improvement
2.2 Agile and Traditional Methodologies
3 Design Science in Information System Research
4 Model to Generate a Multi-model Catalog
4.1 SPI Model Structure Component
4.2 Notation and Heuristics Component
4.3 Configuration Engine Component
4.4 Tailoring Profile Component
4.5 Implementation Method Component
5 Conclusions
References
Using IoT and Blockchain for Healthcare Enhancement
1 Introduction
2 Previous Work
3 Proposed Methodology
4 Experiments and Results
5 Conclusion and Future Works
Appendix A. Blockchain Implementation in Java
References
Interactive Inspection Routes Application for Economic and Food Safety
1 Introduction
2 Related Work
3 Problem
4 Approach
4.1 Architecture
4.2 Routes Generation
4.3 Web Application
5 Achievements
6 Conclusions and Future Work
References
Prediction of Mobility Patterns in Smart Cities: A Systematic Review of the Literature
1 Introduction
2 Methods
3 Results
3.1 Personal Mobile Devices
3.2 Social Sensing
3.3 Smart Cards
3.4 Other Data Sources
4 Discussion and Conclusion
References
Four Enterprise Modeling Perspectives and Impact on Enterprise Information Systems
1 Introduction
2 Related Work
2.1 Way of Modeling
2.2 Language Acts, Regulations, Public Values, and Energy
3 Four Enterprise Modeling Perspectives and an SDBC-Driven Software Specification
3.1 Language Acts
3.2 Regulations
3.3 Public Values
3.4 Energy
4 Illustrative Example
5 Conclusions
References
Complex Systems Modeling Overview About Techniques and Models and the Evolution of Artificial Intelligence
1 Introduction
2 The Complex Systems Theory
3 Complex Systems Modelling: Overview About Techniques and Models
4 Discussion: Complex Systems Design and the Evolution of Artificial Intelligence
5 Conclusion
References
Business Process Modelling to Improve Incident Management Process
1 Introduction
2 Theoretical Background
3 Research Methodology
3.1 Research Context Unit of Analysis
3.2 Data Collection
3.3 Process Discovery
3.4 As-is Model and Documentation
4 Discussion and Conclusion
References
Study of the Pattern Recognition Algorithms for the Automation of a Smart Semaphore Through FPGAs
1 Introduction
2 Methodology
2.1 Software Design
2.2 Hardware Design
3 Tests and Results
3.1 Color Matching Algorithm
3.2 Cross Correlation Algorithm
3.3 Optical Character Algorithm (OCR)
3.4 Algorithm Selection
3.5 Prototype Efficiency
4 Conclusions
References
Software and Systems Modeling
A Petri Net-Based Model of Self-adaptive Systems and Its (Semi-)Automated Support
1 Introduction
2 The Formalisms
3 Running Example
4 The Modelling Framework
4.1 The Emulator
4.2 The Adaptation API
4.3 Self-adaptation Procedures
5 Complexity Issues
6 Conclusion and Future Work
References
An Exploratory Study on the Simulation of Stochastic Epidemic Models
1 Introduction
2 Deterministic vs Stochastic Epidemic Modeling
2.1 Deterministic Model
2.2 Stochastic Model
3 Simulation Experiments
3.1 Basic Algorithm
3.2 Parallelization Approach
3.3 Implementation Details
3.4 Simulations Results
4 Conclusions
References
Ankle Modeling and Simulation in the Context of Sport Activities
1 Introduction
2 History of Classical Prosthetics
3 Overview of Orthoses and Medical Conditions
4 3D Printers in the Prosthetic Industry
5 OpenSim Modeling and Simulation of Ankle Movement
6 MatLab Modeling and Simulation of Ankle Movement
7 Conclusion
References
Autonomous Electric ATV Using IPM Based Inverter Control and Deep Learning
1 Introduction
2 The Autonomous Driving Technology
3 Implementation
4 Modeling and Simulation
4.1 Modeling and Simulation of Motor Drive Control
4.2 Environmental Identification for Autonomous Car - Deep Learning
5 Conclusions
References
Applying Agile Software Engineering to Develop Computational Thinking in Children
1 Introduction
2 Theoretical Background
2.1 Computational Thinking and System Design
2.2 Agile Software Engineering
2.3 Maker Culture
3 Method
3.1 The Framework
3.2 Game Development Workshop
3.3 Data Collection and Analysis
4 Results
5 Conclusion
References
The Influence of Personality on Software Quality - A Systematic Literature Review
1 Background
2 Review Question
3 Review Methods
3.1 Data Sources and Search Strategies
3.2 Study Selection
3.3 Quality Assurance of the Studies
3.4 Data Extraction and Synthesis
3.5 Threats to Validity
4 Results
5 Discussion
6 Conclusions
References
Laying the Foundation for Design System Ontology
1 Introduction
2 Methodology
2.1 Design Systems
2.2 RDF, XSD and OWL
2.3 Normalised System Theory
3 Approach
4 Results
4.1 Appearance Features
4.2 Primitives
4.3 Text
4.4 Putting It Together
4.5 Applying the Ontology
5 Future Outlook
5.1 Extending the Ontology
5.2 Converting Design Systems into the Ontology
6 Conclusion
References
A New Swarm Algorithm Based on Orcas Intelligence for Solving Maze Problems
1 Introduction and Motivation
2 Major Features of Orcas Behavior
3 OA: The Orcas Algorithm
4 Experiments
4.1 Optimal Solutions and Maze Complexity
4.2 Comparison with Recent State-of-the-Art Algorithms
4.3 Comparison Between the Best Success Rates
5 Conclusion
References
Author Index

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