Information Technology and Systems

Name: Information Technology and Systems | Proceedings of ICITS 2022
Brand: Springer
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Proceedings of ICITS 2022

Álvaro Rocha Carlos Ferrás Abel Méndez Porras Efren Jimenez Delgado(Editor)

Springer (Publisher)

Published on 1. March 2022

XIII, 717 pages

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978-3-030-96293-7 (ISBN)

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Content

Intro
Preface
Contents
Computer Networks, Mobility and Pervasive Systems
Performance Analysis of a Mobile Ad-Hoc Network (MANET) Under IEEE 802.11n and IEEE 802.11ac Standards Using NS-2 Simulation Tool
1 Introduction
2 Methodology
3 Development
3.1 IEEE 802.11n Standard
3.2 IEEE 802.11ac Standard
4 Conclusions
References
Optical Communication Fibers Used for Security Sensors Powering
1 Introduction
2 Experimental Results
3 Conclusion
References
Ethics, Computers and Security
Gender Inequality in Computer Science Higher Education: A Case Study
1 Introduction
2 Gender in Vocational Guidance
3 Women and Engineering
4 Gender Inequality: A Case Study
5 Discussion
6 Conclusion
References
IoT Sensors and Capacitive Sensing Applied to the Development of a 3D Interaction Device
1 Introduction
2 Capacitance and Capacitive Sensing
3 Capacitive Sensing as Interaction Technology
3.1 Finding Common Ground: A Survey of Capacitive Sensing in Human-Computer Interaction
3.2 Three Dimensional Touchless Tracking of Objects Using Integrated Capacitive Sensors
3.3 A Mouth Gesture Interface Featuring a Mutual-Capacitance Sensor Embedded in a Surgical Mask
4 3D Sensing Cube
4.1 Implementation Issues
5 Final Considerations
References
Design Systems Implementation for Digital Transformation: A Case Study
1 Introduction
2 Understanding Design System
3 Historic and Theoretical Foundations of Design Systems
3.1 Brad Frost Atomic Design Framework
4 Design System Core Components
5 Benefits vs Limitations of DS
6 Companies' Adoption to the Concept - What Should Design Systems Cover
7 In House Design System Implementation
8 Research Method: A Case Study of Design System Implementation in a Larger Organization
9 Discussion and Conclusion
References
User Experience in Communication and Collaboration Platforms: A Comparative Study Including Discord, Microsoft Teams, and Zoom
1 Introduction
2 Related Work
3 Methods
4 Results
5 Discussion and Conclusions
References
Human-Computer Interaction
Industrial Digitalization for Controlling a Dc Motor Through WNCS
1 Introduction
2 Background
2.1 WNCS Wireless Control Network
2.2 Speed Control Mechanism
2.3 Node MCU ESP8266 and Node-Red Communication
2.4 MQTT Communication in the WNCS
2.5 Augmented Reality
2.6 DC Motor Modeling
2.7 PID Design for the Mechanism
3 Result
3.1 Transfer Function of the Mechanism
4 Conclusions
References
Differential Diagnosis of Shoulder Pain in Physical Therapy: An Algorithm for Clinical Reasoning
1 Introduction
2 Clinical Tests for Shoulder Evaluation
2.1 Rotator Cuff Disorders
2.2 Long Head of the Biceps Lesion
2.3 Subacromial Impingement
2.4 SLAP Injuries
2.5 Glenohumeral Instability
3 Clinical Reasoning
4 Discussion
5 Conclusion
References
How Reacted USA with the First Case of Bubonic Plague on 21 August?
1 Introduction
2 Methodology
2.1 Gather Relevant Terms
2.2 Setup Parameters for the Query and Collect Data
2.3 Preprocessing Data
2.4 Visualization
3 Results and Discussion
3.1 Frequency of Tweets per State
3.2 Frequent Terms
4 Conclusions
5 Future Work
References
Changes in SmO2 Levels During the March on a Treadmill and Rest in Healthy Subjects
1 Introduction
2 Materials and Methods
2.1 Experiment Setup
2.2 Signal Acquisition
2.3 Signal Processing
3 Results
3.1 SmO2 Acquisition and Processing
3.2 Linear Regression
4 Discussion
References
Information and Discussion Platform in the Context of Monitoring PLHIV in Border Areas and During COVID 19
1 Introduction
2 Context: Monitoring of PLHIV During COVID 19
3 Problem
4 Solution
5 Architecture
6 Discussion
7 Conclusion
References
Parkinson's Disease Diagnosis Through Electroencephalographic Signal Processing and Sub-optimal Feature Extraction
1 Introduction
2 Dataset
3 Methodology
3.1 Signal Processing
3.2 Feature Extraction
3.3 Feature Selection
3.4 Pattern Classification
4 Results
5 Conclusions
References
Critical Success Factors Proposal to Evaluate Conditions for eHealth Services
1 Introduction
2 Methodological Approach
3 Key Topics for the Success of eHealth
4 Our Proposal
4.1 Scope of Critical Success Factors
4.2 Definition of Critical Success Factors
4.3 Operationalization of Critical Success Factors
5 Towards the Evaluation and Application of the CSFs
5.1 Application of CSFs in an eHealth Project
6 Conclusions
References
This Disease Scares Me! Influences on Adoption of Mobile Health Applications by Seniors
1 Introduction
2 Background
3 Research Method
3.1 Research Context
3.2 Data Collection and Analysis
4 Findings
5 Discussion
5.1 Contribution to Theory
5.2 Contribution to Practice
6 Limitations and Further Research
References
Senior Tourism in São Miguel Island - Azores: Proposal for a Religious and Cultural Route
1 Introduction
2 Location, Discovery, Culture, and Religion
3 Religious Tourism, from the Historical Past to the Virtual Present: The Case of the Procession of Lord Holy Christ of Miracles in the Understanding of a People
4 Georeferencing of the Cultural and Religious Route Alluding to the Procession of Lord Holy Christ of Miracles
5 Reflection and Final Considerations
References
Intelligent and Decision Support Systems
Decision Support Approach in Evaluating the Parameters of Books for Digital Manufacturing
1 Introduction
2 Problem Description
3 Decision-Making Approach for Determination of Books Parameters at Digital Manufacturing
3.1 Formulation of Estimations for Calculation of Books Parameters for Digital Manufacturing
3.2 Algorithm for Decision-Making in Estimation of Books Parameters at Digital Manufacturing
4 Numerical Results and Discussion
5 Conclusion
References
Augmented Data Deep Learning Model to Prediction of S&P500 Index: A Case Study Including Data of COVID-19 Period
1 Introduction
2 Related Work
2.1 Forecasting S&P500 Index
2.2 Augmenting Data for Machine Learning Models
3 Methodology
3.1 S&P500 Dataset
3.2 Test Cases
3.3 Data Augmenting Technique
3.4 Scaling Features
3.5 Sliding Window Technique
3.6 DNN Architecture
3.7 Forecasting
4 Results and Discussion
4.1 Experimental Setup
4.2 Test Cases Results
4.3 Forecasting
5 Conclusions and Future Work
References
Visual Analysis of Electronic Invoices to Identify Suspicious Cases of Tax Frauds
1 Introduction
2 Related Work
3 Proposed Method
3.1 Electronic Invoices
3.2 Preprocessing
3.3 Distance Calculation
3.4 Visualization Based on Point Placement
4 Experimental Results
4.1 Case Study
5 Conclusion
References
Low Socio-economic Status and Customer Churn Respect to Home Internet Service in the Intra-city Context
1 Introduction
2 Background
3 Methodology
4 Results
4.1 Descriptive Analysis of Churning
4.2 Relationship with the Socio-economic Aspect
4.3 Clustering the Telecommunication Districts
5 Discussion
6 Conclusions
7 Future Work
References
Generative Adversarial Network for Synthetic Imaging Data of Sub-optimal Conditions in Photovoltaic Panels
1 Introduction
2 Related Work
2.1 Sub-optimal Conditions in Photovoltaic Panels
2.2 Data Image Acquisition
2.3 Visual Light Images
2.4 Infrared Images
2.5 GAN
3 GAN Architecture
3.1 The Generator Model
3.2 The Discriminator Model
4 GAN Proposed Model
4.1 Dataset
4.2 GAN Architecture Proposed
5 Evaluation
5.1 Metrics
5.2 Experiment Metrics
6 Results and Discussion
7 Conclusion
References
A Non-convex Global Malmquist Index to Compare the Performance of Water Services Among Brazilian Macro-regions
1 Introduction
2 Methodology
2.1 The Original Malmquist Index
2.2 The Global MI with a Metafrontier
2.3 A Global Malmquist Index with a Non-convex Metafrontier for Benefit-of-the-Doubt Formulations
2.4 A Small Illustrative Example
3 Empirical Analysis
3.1 Sample Studied
3.2 Results and Discussion
4 Conclusions
References
Information and Knowledge Management
Diagnosis in Knowledge Management Applied in a Higher Education Institution
1 Introduction
2 Literature Review
3 Material and Methods
4 Results
4.1 Category Average
5 Discussion and Analysis of Results
6 Conclusions
References
Importance of Structuring an Occupational Health and Safety Observatory in Colombia as a Tool for Decision-Making
1 Introduction
2 Methods
3 Results
3.1 Creation of an Observatory
3.2 Strategic Planning
3.3 Human Resource
3.4 Financial Resources
3.5 Technological Resources
3.6 Data Collection and Management
3.7 Services Offered to the Community
3.8 Linkage and Surveillance
4 Conclusions and Discussion
References
The Production of Scientific Articles at the National and Institutional Level During the COVID-19 Pandemic: A Methodological Analysis
1 Introduction
2 Related Studies
3 Methodology
3.1 Data Collection
3.2 Data Processing
3.3 Validation of the Results
4 Implementation
4.1 Production in Mexico
4.2 Production at the Institutional Level: Autonomous University of Yucatan
5 Conclusions and Future Work
References
Measuring the Accuracy of Social Network Ideological Embeddings Using Language Models
1 Introduction
2 Related Work
3 Social Network Data
4 Social Network Ideological Embedding
5 Validating User Positioning via Text Classification and Language Models
6 Conclusions and Discussion
References
A Preliminary Approach About the Perceptions of Decision Makers versusEntrepreneurs About Rural Tourism Development in the Azores Autonomous Region
1 Introduction
2 Materials and Methods
3 Preliminary Results
4 Conclusions
References
The Effects of News Source Credibility and Fact-Checker Credibility on the Spread of Disinformation
1 Introduction
2 Hypotheses
3 Methods
3.1 Participants
3.2 Treatments and Task
3.3 Measurement of Variables
4 Results
4.1 Descriptive Analysis
4.2 Hypotheses Testing
5 Discussion and Conclusions
5.1 Implications for Research
5.2 Implications for Practice
References
Hospitality and Hospital Management
1 Introduction
2 Logic Programming
3 A Thermodynamics Approach to Knowledge Representation and Reasoning
4 Case Study - Physicians, Nurses and Patients' Satisfaction
5 The Hospital Knowledge Base
6 Conclusions and Future Work
References
The Role of Job Specialization in the Software Industry
1 Introduction
2 Method
2.1 Data Collection
2.2 Data Analysis
2.3 Member Checking
2.4 Threats to Validity
3 Findings and Discussions
3.1 What Are the Characteristics of Job Specialization in the Software Industry?
3.2 What is the Relation Between Job Specialization and Work Variety in Software Development Environments?
4 Conclusions
References
Management System for Records in the Context of Business Analysis with BABOK for Native Organizations in Latin America
1 Introduction
1.1 Research Context
1.2 BABOK and Business Analysis
1.3 Record Management
2 Methodology
3 Results
3.1 Business Comprehension
3.2 Design of the Management System for Records
3.3 Implementation of Management System for Records
4 Discussions
5 Conclusion
References
Proposition of a Method for Project Management in Industry 4.0
1 Introduction
2 Literature Review
2.1 Industry 4.0
2.2 Project Management
3 Research Methodology
4 Method Guidelines
5 Project Management Method Proposal for Industry 4.0
6 Conclusion
References
Semantic-Driven Mining of Functional Dependencies in Large-Scale Systems-of-Systems
1 Introduction
2 Related Work
3 Approach
4 Evaluation
5 Summary and Future Research
References
Machine Learning and IoT Applied to Cardiovascular Diseases Identification Through Heart Sounds: A Literature Review
1 Introduction
2 Methodology
2.1 Research Questions
2.2 Search Process
2.3 Criteria and Filtering Result
3 Results
3.1 GQ1-What IoT Features are Being Used to Capture Human Chest Sound Signals?
3.2 GQ2-What are the Benefits for the Patient by Using IoT for Cardiac Care?
3.3 GQ3-What Methods are Currently Being Used for Heart Rate Observation?
3.4 FQ1-Is There Mention of Care Using Machine Learning?
3.5 FQ2-What Methods are Used to Predict Cardiovascular Diseases?
3.6 FQ3-What Prediction do the Articles Make?
3.7 SQ1-What is the Distribution of Articles Considering Countries?
3.8 SQ2-What is the Distribution of Articles per Year and Bases?
3.9 SQ3-Which Articles Address Primary Health Care and Focus on Low-Cost Proposals?
3.10 Bibliometric Analysis and Trends
4 Final Considerations
References
Information Technologies in Education
Training Course in B-Learning Mode: A Case Study
1 Introduction
2 A Case Study
2.1 Procedures for Training Course
2.2 Assessment Methods
3 Training Course Evaluation
4 Conclusion
References
The Use of Mobile Learning in Higher Education: A Study on the MOOC of Cadi Ayyad University
1 Introduction
2 Mobile Devices
2.1 The Evolution of Mobile Devices
2.2 Mobility of Devices
2.3 The Major Uses of Mobile Devices
3 Research Methodology
4 Findings and Discussion
4.1 MOOC at Cadi Ayyad University
4.2 The Usage of Mobile Devices
4.3 Learners' Ability to Access Courses
4.4 Android App
4.5 Mobile Devices on Campus
5 Conclusions and Perspectives
References
Time Series for Evaluation of Performance Metrics as of Interaction with an AR-Sandbox Using Brain Computer Interfaces
1 Introduction
2 Materials and Methods
2.1 General Approach
2.2 AR-Sandbox
2.3 Performance Metrics
2.4 Time Series Approach
2.5 Case Study
3 Results and Analysis
3.1 Interest
3.2 Focus
3.3 Engagement
3.4 Stress
3.5 Relax
4 Conclusions
References
DIA4K12: Framework for Managing then Teaching-Learning of Artificial Intelligence at Early Ages
1 Introduction
2 Framework Design
2.1 Phases of the Framework
2.2 Development Phase Levels
3 Case Study
3.1 Open Educational Resources
3.2 Curriculum K-12
3.3 Active Methodologies: Project-Based Learning
4 Conclusions
References
Flipped Classroom Methodology in English Language Learning in Higher Education
1 Introduction
2 Method
2.1 Participants
2.2 Design
2.3 Techniques for Data Analysis
3 Results
4 Discussion
5 Conclusions
References
Computational Thinking in Mathematical Modeling Projects. A Case Study with Future Mathematics Teachers
1 Introduction
2 Theoretical Background
2.1 Computational Thinking
2.2 Mathematical Modeling Projects
3 Methodology
3.1 Context and Participants
3.2 The Data and Its Analysis
4 Results
4.1 Decomposition
4.2 Abstraction
4.3 Representation and Simulation
4.4 Algorithms
4.5 Generalization
5 Discussion and Conclusions
References
Teaching "Gen Z". A Study of the Media Competencies of International Baccalaureate Teachers in Loja-Ecuador
1 Introduction
1.1 Theoretical Contextualization of the Research
2 Methodology
3 Results and Discussion
4 Conclusions
References
Media, Applied Technology and Communication
Development of Audio-Visual Content to Promote the Adoption of the Gamers4Nature Toolkit
1 Introduction
2 Background
2.1 Importance of Explained Videos
2.2 Audio-Visual Accessibility
3 Gamers4Nature Toolkit Audio-Visual Content: Development and Evaluation
3.1 Video's Creation
3.2 Audio Drama Development Process
3.3 Evaluation and Results
4 Conclusions and Future Work
References
Multimedia Systems and Applications
The Role of Second Life Games in Promoting Cultural Heritage
1 Introduction
2 Theoretical Framework
3 Methodology
3.1 Research Procedure
4 Research Results
5 Conclusions
References
User-Centred Usability Evaluation of Embodied Communication Agents to Support Older Adults: A Scoping Review
1 Introduction
2 Methods
3 Results
3.1 Selection of the Studies
3.2 Demographics of the Included Studies
3.3 Purpose of the Included Studies
3.4 Features of the ECAs Being Developed
3.5 Experimental Set-Ups to Evaluate Usability
4 Discussion and Conclusion
References
Comparing Written and Voice Captured Responses of the User Experience Questionnaire (UEQ)
1 Introduction
2 Related Work
3 Methodology
4 Results
5 Conclusion and Future Work
References
Conversational Design Patterns for a UX Evaluation Instrument Implemented by Voice
1 Introduction
2 Methodology
3 Design Patterns
3.1 Conversational Activities
3.2 Sequence-Level Management
3.3 Conversation-Level Management
4 Conclusions and Future Work
References
Aiding the Digital Creation of Physical Resources: Card Sets for The Gamers4Nature Toolkit to Game Design
1 Introduction
2 A Snowball Literature Review
2.1 Layout Design and Presentation Tools
2.2 Technology in Education: Digital Competences and Skills
3 Methodology: A User- and Development-Centered Research
3.1 Research Method
4 G4N Cards Set Canvas: Concept and Empirical Research
4.1 Exploratory interviews: Main Results concerning User Needs
4.2 Developing the Digital Tool: Prototyping and Implementing
4.3 UX Expert Reviews
4.4 Usability Testing with End-Users
5 Discussion and Conclusions
References
Augmented Reality in Technology Education for Tourism Promotion
1 Introduction
2 Estate of the Art
3 Methodology
4 Conclusions
References
Independent Films and Streaming Platforms: Access Difficulties for Peruvian Filmmakers
1 Introduction
1.1 Film Distribution and Exhibition on Streaming Platforms
1.2 Difficulties Encountered in the Cinematographic Area
2 Methodology
3 Results
3.1 Peruvian Filmmakers Experiences
3.2 Guarango, Cine y Video Experiences
4 Discussion and Conclusions
References
The Attitude of University Students About Advertising on Facebook in the Category of Clothing and Accessories
1 Introduction
2 Theoretical Framework
3 Methodology
4 Results
5 Discussion
6 Conclusions
References
Organizational Models and Information Systems
Strategical and Transformational Benefits Generation Towards Digital Transformation: A Configurational Exploratory Perspective
1 Introduction
2 Literature Review
2.1 1990-2005 ICT and Direct Impact on Financial Performance
2.2 2005-Actual ICT and Complex Relation to Business Value
2.3 Configurational Perspective
3 Method
4 Results
5 Discussion
6 Conclusions, Limitations, and Future Work
References
Digital Transformation of Development NGOs: The Case of Transitioning Northern-Based Development NGOs
1 Introduction
1.1 Development NGOs
1.2 Social Media and Development
1.3 Social Enterprises in Development
1.4 Social Entrepreneurship in Development Through Social Media and the Internet?
2 Case Descriptions and Data Analysis
3 Findings and Discussion
3.1 Hiring Staff with Non-traditional Background for Development NGO
3.2 Managerial Professionalisation
3.3 Establishing Themselves as Hybrid NGO
3.4 Service Delivery to Other NGOs
3.5 Online Services and Development Outsourced
3.6 Business-Like Language
3.7 Income-Generating Activities to Become Less Dependent of Grants and Donations
3.8 Causes for Business-Like Behaviour of Development NGOs
4 Conclusion
References
Digital Ecosystems as an Organizational Model: Analysis and Proposal of a Lifecycle Digital Ecosystem Model
1 Introduction
2 The Digital Ecosystem
3 Research Questions, and Methods
4 Case Study: The IBM PC Digital Ecosystem
5 Digital Ecosystem Lifecycle Model
5.1 Prelude Phase
5.2 Inception Phase
5.3 Growth Phase
5.4 Sustained Dominance
5.5 Dissolution and Replacement
6 Technology Innovation and Digital Ecosystems
7 Conclusion
References
Using GIS Tools to Assess the Land-Use Changes in Artificial and Agriculture Areas in the Azores Region: Studying the Period of 1990 to 2018
1 Introduction
2 Methodology
3 Preliminary Outcomes
4 Discussion and Conclusions
References
Software and Systems Modeling
Performance Evaluation of Federated Learning Over Wireless Mesh Networks with Low-Capacity Devices
1 Introduction
2 Related Work
3 Federated Learning Implementation
3.1 Federated Learning Model
3.2 Implementation
4 Experimental Evaluation of the Federated Learning Network
4.1 Experimental Environment and Testbed
4.2 Experimentation
5 Conclusions
References
Increasing the Efficiency and Workers Wellbeing in the European Bakery Industry: An Industry 4.0 Case Study
1 Introduction
2 State of the Art: Industry 4.0 Experiences
3 New Industry 4.0 Solutions for the European Bakery Sector
3.1 Key Performance Indicators (KPI) Framework
3.2 DEMETER Ecosystem
3.3 Proposed Industry 4.0 Sensing Platform
4 Study Case: Methods, Materials and Results
5 Conclusions
References
Assistive Technologies to Locate COVID-19 Care Centers
1 Introduction
2 COVID-19
3 Use of Technologies in Times of COVID-19
3.1 Support Apps in the Pandemic
3.2 Features of Mobile Applications
4 Agile Methodologies in the Development of Mobile Applications
5 Description of App, Development, Functionalities
6 Welcome Scream
7 Conclusions and Future Work
References
Exploring Users Profile Diversity for Gamification Model Designs in Entrepreneur Context
1 Introduction
2 Background
2.1 Gamification Design Models in Business Context
2.2 Gamification Approach to Evaluate Effectiveness in Enterpreneur Context
3 Research and Method
3.1 Survey
3.2 Survey Execution and Data Analysis
4 Results
5 Discussion and Limitations
6 Conclusions and Future Works
References
Understanding the Suitability of Modeling Languages and Notations to Represent Computer-Mediated Interaction Scenarios
1 Introduction
2 Modeling Computer-Mediated Interaction Scenarios
3 Languages and Notations to Represent Computer-Mediated Interaction Scenarios
4 Expert Review of Model Representations
4.1 Evaluation Results
4.2 Discussion
4.3 Threats to Validity
5 Conclusions and Future Work
References
Robust Tuning for 2DoF Fractional-Order PI Controllers Based on Model Reference Approach
1 Introduction
2 Problem Formulation
2.1 Control System Configuration
2.2 Controlled Process Model
2.3 Fractional Order 2-DoF PI Controller (FOPI2)
3 Controller Design
3.1 Target Closed-Loop Transfer Functions
3.2 Controller Optimization
3.3 Tuning Equations
4 Examples
5 Conclusions
References
End-to-End License Plate Recognition System for an Efficient Deployment in Surveillance Scenarios
1 Introduction
2 Related Works
3 Methodology
3.1 Dataset
3.2 Model Training
4 Model Deployment
5 Results
5.1 Surveillance Performance
6 Conclusions
References
Automatic Detection and Segmentation of Human Spinal Cord
1 Introduction
2 Methodology
2.1 HWF-PR (Hybrid Work Frame)
2.2 Proposed Machine Learning Method (ML)
2.3 Structural Diagram
2.4 Database Model
2.5 Mobile Application: Flowchart, Cyclomatic Complexity, and Design
3 Results
3.1 Training Neuronal Network and Testing
3.2 Microservices (Back-End)
3.3 Conclusion
References
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Information Technology and Systems

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