Trends and Innovations in Information Systems and Technologies

Name: Trends and Innovations in Information Systems and Technologies | Volume 3
Brand: Springer
Price: 213.99 EUR
Availability: OnlineOnly

Volume 3

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

Springer (Verlag)

1. Auflage

Erschienen am 17. Mai 2020

XXII, 615 Seiten

E-Book

PDF mit Wasserzeichen-DRM

Systemvoraussetzungen

978-3-030-45697-9 (ISBN)

213,99 €inkl. 7% MwSt.

Systemvoraussetzungen

für PDF mit Wasserzeichen-DRM

E-Book Einzellizenz

Als Download verfügbar

Beschreibung

Weitere Details

Weitere Ausgaben

Inhalt

Intro
Preface
Organization
Conference
General Chair
Co-chairs
Local Organizing Committee
Advisory Committee
Program Committee
Contents
Health Informatics
A Product and Service Concept Proposal to Improve the Monitoring of Citizens' Health in Society at Large
Abstract
1 Introduction
2 Literature Review
2.1 Wearable Devices
2.2 Data Processing and Analytics
2.3 Enterprises and Services
3 Methodology
4 Results
4.1 SmartAL - Software Platform Developed by Altice Labs for Monitoring the Elderly
4.2 Survey
5 Discussion of a New Possible Solution for the General Population and for All Age Groups
6 Conclusion
7 Contribution and Suggestions for Future Research
Acknowledgements
References
Artificial Neural Networks Interpretation Using LIME for Breast Cancer Diagnosis
1 Introduction
2 Background
2.1 Artificial Neural Networks: MLP
2.2 Local Interpretability
3 Related Work
4 Database Description and Performance Criteria
4.1 WISCONSIN Database
4.2 Performance
5 Experimental Design
5.1 Models Construction
5.2 Interpretability Techniques
6 Results and Discussion
6.1 Models Construction
6.2 Interpretability Results
7 Threats to Validity
8 Conclusion and Future Work
References
Energy Efficiency and Usability of Web-Based Personal Health Records
1 Introduction
2 Materials and Methods
2.1 PHRs Under Study
2.2 Power Measurements Procurement
2.3 Usability Assessment
3 Results
3.1 Energy Consumption of the Selected Web-Based PHRs
3.2 Operability and Energy Efficiency
3.3 Interface Aesthetics and Energy Efficiency
4 Discussion
5 Conclusions and Future Works
References
A Complete Prenatal Solution for a Reproductive Health Unit in Morocco
Abstract
1 Introduction
2 Prenatal Mobile Personal Health Records: An Overview
3 A New Prenatal Solution
3.1 Purpose
3.2 Requirements Specification
4 Implementation of the Prenatal Solution
4.1 The Prenatal mPHR
4.2 The EHR
5 Experiment Design
5.1 Selection Criteria
5.2 Recruitment Process
6 Conclusion and Future Work
Acknowledgments
References
Machine Learning and Image Processing for Breast Cancer: A Systematic Map
Abstract
1 Introduction
2 Research Methodology
2.1 Research Questions
2.2 Search Strategy
2.3 Study Selection
2.4 Data Extraction Strategy and Synthesis
2.5 Threats to Validity
3 Results
3.1 Studies Selection
3.2 RQ1: In Which Year, Publication Channels and Sources Were the Selected Papers Related to Machine Learning and Image Processing in Breast Cancer Published?
3.3 RQ2: What Type of Contributions and Empirical Methods is Being Made to the Area of Machine Learning and Image Processing in Breast Cancer?
3.4 RQ3: Which is the Most Investigated Machine Learning Objective?
3.5 RQ4: What are the Datasets Used for ML and IP in BC?
4 Discussion
4.1 RQ1: In Which Year, Publication Channels and Sources Were the Selected Papers Related to Machine Learning and Image Processing in Breast Cancer Published?
4.2 RQ2: What Type of Contributions and Empirical Methods is Being Made to the Area of Machine Learning and Image Processing in Breast Cancer?
4.3 RQ3: Which is the Most Used Machine Learning Objective?
4.4 RQ4: What are the Datasets Used for ML and IP in BC?
5 Conclusion and Future Work
References
A Definition of a Coaching Plan to Guide Patients with Chronic Obstructive Respiratory Diseases
Abstract
1 Introduction
2 Proposed Model
2.1 PHE Coaching Module
2.2 Coaching Plan
3 Conclusions and Future Work
Acknowledgments
References
Reviewing Data Analytics Techniques in Breast Cancer Treatment
Abstract
1 Introduction
2 Research Methodology
2.1 Research Questions and Search String
2.2 Study Selection
2.3 Data Extraction
3 Results
3.1 Selection Process
3.2 RQ1: What Are Publications Sources and in Which Years Were the Selected Studies Related to Data-Mining Application for Breast Cancer Treatment Published?
3.3 RQ2: How Far Data Mining Has Contributed in Making Decisions on Breast Cancer Treatment?
3.4 RQ3: What Are the Most Commons Techniques and Methods to Deal with BC Treatment?
4 Discussion
4.1 RQ1: What Are Publication Sources, and in Which Years Were the Selected Studies Related to Data-Mining Application for Breast Cancer Treatment Published?
4.2 RQ2: How Far Data Mining Has Contributed in Making Decisions on Breast Cancer Treatment?
4.3 RQ3: What Are the Most Common DM Techniques to Deal with BC Treatment?
5 Conclusion and Future Work
References
Enabling Smart Homes Through Health Informatics and Internet of Things for Enhanced Living Environments
Abstract
1 Introduction
2 Materials and Methods
3 Results and Discussion
4 Conclusion
References
MyContraception: An Evidence-Based Contraception mPHR for Better Contraceptive Fit
Abstract
1 Introduction
2 Theoretical Contraception Aspects
2.1 Fertility Awareness Method
2.2 Modern Contraceptive Methods
2.3 Medical Eligibility Criteria for Contraception
3 MyContraception Solution
3.1 Purpose
3.2 Requirements Specification
3.3 Integration of Theoretical Contraception Aspects
4 Implementation
5 Conclusion and Future Perspectives
Acknowledgments
References
Predictors of Acceptance and Rejection of Online Peer Support Groups as a Digital Wellbeing Tool
Abstract
1 Introduction
2 Research Method
2.1 Qualitative Phase: Exploring Acceptance, Rejection and Governance
2.2 Quantitative Phase: Confirmation, Personal and Environmental Influences
3 Acceptance and Rejection Factors
4 Personal and Cultural Effects on Acceptance and Rejection
4.1 Effects on Acceptance Factors
4.2 Effects on Rejection Factors
4.3 Discussion
5 Conclusion and Future Work
Appendix A: Survey Questions Relevant to This Paper
References
Assessing Daily Activities Using a PPG Sensor Embedded in a Wristband-Type Activity Tracker
Abstract
1 Introduction
2 Related Work
3 Methodology
4 Results and Discussion
5 Conclusions and Future Work
Acknowledgements
References
Simulation of a Robotic Arm Controlled by an LCD Touch Screen to Improve the Movements of Physically Disabled People
Abstract
1 Introduction
2 Algorithm Description
2.1 Description of the Conditions
3 Algorithm Implementation
3.1 Algorithm Rendition
4 Matlab Simulation
4.1 Mechanism Design
5 Results
6 Conclusions
References
Information Technologies in Education
Performance Indicator Based on Learning Routes: Second Round
Abstract
1 Introduction
2 Art State
3 Methodology
4 Experimentation
5 Conclusions
References
Evaluating the Acceptance of Blended-Learning Tools: A Case Study Using SlideWiki Presentation Rooms
1 Introduction
2 Related Work
2.1 SlideWiki & SlideWiki Presentation Rooms
2.2 Assumptions on Knowledge, Learning and Learners in Blended-Learning Settings
2.3 How Is SlideWiki Presentation Rooms Perceived and Accepted by the Target Group
3 Methodology
3.1 Sample
3.2 Execution
3.3 Analytical Methods
4 Results
4.1 Limitations
5 Summary and Future Work
5.1 Future Work
References
Adaptivity: A Continual Adaptive Online Knowledge Assessment System
Abstract
1 Introduction
2 Research Background
3 Adaptivity: Model and Design
3.1 Adaptivity Model
3.2 Flow of Continual Adaptive Online Knowledge Assessment
3.3 Design of the Adaptivity Web Application
4 Testing the Adaptivity Model
5 Conclusion
References
The First Programming Language and Freshman Year in Computer Science: Characterization and Tips for Better Decision Making
Abstract
1 Introduction
2 Programming Languages: Concept and Characterization
3 Evolution of Programming Languages in Undergraduate Computer Science Studies
4 Choosing the Initial Programming Language
5 Conclusions
References
Design of a Network Learning System for the Usage of Surgical Instruments
Abstract
1 Introduction
2 Literature
2.1 Design Science Approach
2.2 Network Learning Theory
2.3 Lean Management
3 Research Methodology
3.1 Research Procedure
3.2 Research Structure
4 Design of Surgical Instrument Network Learning System
4.1 Needs Survey of Surgical Instrument Network Learning System Design
4.2 Network Learning System Structure and Database Establishment
4.3 Effectiveness Evaluation of the Surgical Instrument Learning
5 Conclusions
References
CS1 and CS2 Curriculum Recommendations: Learning from the Past to Try not to Rediscover the Wheel Again
Abstract
1 Introduction
2 The Curriculum Recommendations Reports
3 The Freshman Computer Science Curricular Units
3.1 From 1968 Until the Division by Areas
3.2 Computer Engineering
3.3 Computer Science
3.4 Information Systems
3.5 Information Technology
3.6 Software Engineering
4 Conclusion
References
On the Role of Python in Programming-Related Courses for Computer Science and Engineering Academic Education
1 Introduction
2 Context of the Work
2.1 Python Programming Language
2.2 Programming-Related Courses
3 Results and Discussions
3.1 Results for AD Course
3.2 Results for AI Course
4 Conclusions and Future Works
References
Validating the Shared Understanding Construction in Computer Supported Collaborative Work in a Problem-Solving Activity
Abstract
1 Introduction
2 Process Proposal Description
3 Related Work
4 Experiment
4.1 Experiment Design
4.2 Execution of the Experiment
4.3 Analysis
4.4 Discussion
4.5 Threats
5 Conclusions and Future Work
References
Improving Synchrony in Small Group Asynchronous Online Discussions
1 Introduction
2 Background
2.1 Asynchronous Learning in Online Courses
2.2 Issues with the Binary Categorization
3 Methods
4 Results
5 Discussion
5.1 Key Findings
5.2 How to Add Synchrony in Asynchronous Communication
5.3 Limitations
5.4 Future Work
6 Conclusions
References
Academic Dishonesty Prevention in E-learning University System
Abstract
1 Introduction
2 Types and Technologies of Academic Dishonesty in E-learning
3 Methods of Academic Dishonesty Prevention
4 Conclusion and Discussion
References
Curriculum for Digital Culture at ITMO University
Abstract
1 Introduction
1.1 Digital Economy
1.2 Digital Culture
1.3 The Structure of Disciplines' Cluster "Digital Culture"
1.4 Implementation of the Courses
1.5 Results
References
ICT Impact in Orientation and University Tutoring According to Students Opinion
Abstract
1 Introduction
2 Method
2.1 Design
2.2 Participants
2.3 Instruments
2.4 Procedure
2.5 Data Analysis
3 Result
3.1 Quantitative Study
3.2 Qualitative Study
4 Conclusions
References
Blockchain Security and Privacy in Education: A Systematic Mapping Study
Abstract
1 Introduction
2 Method
2.1 Definition of Research Questions
2.2 Conduct Search for Primary Studies
2.3 Screening of Papers for Inclusion and Exclusion
3 Result: Data Extraction, Analysis and Synthesis
4 Discussion
5 Conclusion and Future Scope
References
The Development of Pre-service Teacher's Reflection Skills Through Video-Based Classroom Observation
Abstract
1 Background
1.1 Initial Teacher Education
1.2 Developing Teacher Reflection Skills
1.3 Classroom Observation and Digital Video
2 Description of the Experiment
2.1 Goals and Audience
2.2 Methodology: Procedure and Instruments
2.3 Evaluation
3 Results and Discussion
4 Conclusion
References
Formative Assessment and Digital Tools in a School Context
Abstract
1 Introduction
2 Methodology
3 Questionnaire
3.1 Profile of ICT Teachers
3.2 Formative and Summative Assessment
3.3 Apps Used in Education
4 Conclusions and Future Work
Acknowledgements
References
Information Technologies in Radiocommunications
Compact Slotted Planar Inverted-F Antenna: Design Principle and Preliminary Results
Abstract
1 Introduction
2 Slotted Design and Parametric Analysis
3 ISM-Band Slotted PIFA
4 Conclusion
References
Technologies for Biomedical Applications
Statistical Analysis to Control Foot Temperature for Diabetic People
1 Introduction
2 Sensors to Obtain Temperature Measurement
3 Statistical Analysis
3.1 Dendrograms
4 Conclusions
References
Sensitive Mannequin for Practicing the Locomotor Apparatus Recovery Techniques
Abstract
1 Introduction
2 State of the Art of Bio-Medical Mannequins
3 System Description
3.1 Component Modules
3.2 Used Technologies
4 Data Control System
5 Experimental Results and Future Development
References
Pervasive Information Systems
Data Intelligence Using PDME for Predicting Cardiovascular Predictive Failures
Abstract
1 Introduction
2 Background
2.1 Data Mining
2.2 Smart Beat
2.3 PDME
2.4 Risk Factors in CVD
2.5 Related Work
3 Material and Methods
3.1 Material Used
3.2 Research and Data Mining Methodologies
4 Data Study
4.1 Data Understanding
4.2 Data Preparation
4.3 Modeling
5 Evaluation
6 Deployment
7 Conclusions and Future Work
Acknowledgments
References
Design of a Microservices Chaining Gamification Framework
1 Introduction
2 State of Art
2.1 Service Composition
2.2 Related Work
3 Micro-services Chaining Gamification Framework
3.1 Architecture
3.2 Editor
3.3 Web Manifest
3.4 Web Client
4 Conclusion
References
PWA and Pervasive Information System - A New Era
Abstract
1 Introduction
2 Background
3 PIS vs DIS
4 Progressive Web Applications
4.1 Why Use Progressive Web Apps?
4.2 Status Quo
4.3 SWOT Analysis
5 Conclusions
Acknowledgements
References
Inclusive Education through ICT
Young People Participation in the Digital Society: A Case Study in Brazil
Abstract
1 Introduction
2 Methodology
3 Case Study
3.1 Approach to the Digital Society in the Discipline of Science, Technology, and Society in Mathematics and Computing
3.2 Key Topics for Young People
3.3 Participants
4 Results
5 Discussion and Conclusions
Acknowledgments
References
Blockchain Technology to Support Smart Learning and Inclusion: Pre-service Teachers and Software Developers Viewpoints
Abstract
1 Introduction
2 Literature Review
2.1 Technologies to Support Open Education - Existing Blockchain Solution in Education
3 Research Design and Context
4 Results
4.1 Perception of Pre-service Teachers to Blockchain in Education
4.2 Perception of Blockchain Developers - Findings from Interview with the Developers
5 Discussion
6 Conclusion and Guidelines for the Stakeholders
Acknowledgement
References
Digital Storytelling in Teacher Education for Inclusion
Abstract
1 Introduction
2 Digital Storytelling Support for Teacher Who Provides Inclusive Education
3 Creating and Sharing Digital Stories in Context of Active Quality Living Research Guidance and Discovering Roots of Indigenous Cultures
4 Tool Development Based on Workshop Digital Storytelling
5 SELI Platform Storytelling Implementation
5.1 First Approach Towards Storytelling Tool
5.2 Second Approach for Storytelling Concept
6 Conclusion
Acknowledgement
References
In Search of Active Life Through Digital Storytelling: Inclusion in Theory and Practice for the Physical Education Teachers
Abstract
1 Introduction
2 Digital Storytelling Workshops for Inclusion and Research
3 In the Search of Active Life Digital Storytelling Workshop
3.1 Material Wellbeing
3.2 Physical Wellbeing
3.3 Emotional Wellbeing
3.4 Personal Development
3.5 Self-determination
3.6 Rights
3.7 Interpersonal Relationship
3.8 Social Inclusion
4 Conclusion Remarks: Connecting Active Living to Inclusion in the Education of the Physical Education Teachers
Acknowledgement
References
Accessibility Recommendations for Open Educational Resources for People with Learning Disabilities
Abstract
1 Introduction
2 Background
2.1 Learning Disabilities
2.2 Universal Design for Learning
2.3 Accessibility Guidelines
2.4 Related Work
3 Materials and Methods
4 Recommendations for Authors of Accessible OER for People with Learning Disabilities
4.1 General Content
4.2 Non-textual Content (Video, Image, Animation, Audio)
4.3 Exercises/Activities
5 Conclusion
Acknowledgment
References
Digital Storytelling and Blockchain as Pedagogy and Technology to Support the Development of an Inclusive Smart Learning Ecosystem
Abstract
1 Introduction
2 Blockchain Technology and Digital Storytelling for Inclusion
2.1 Blockchain Technology from an Inclusive Perspective
2.2 Digital Storytelling as an Active Pedagogy in Inclusive Education
3 Design Science Research Methodology
4 Smart Learning Ecosystem
4.1 Authoring Services and Microsites
4.2 Learning Management System (LMS) and Content Management System (CMS) Services
4.3 Digital Storytelling Service
4.4 Learning Analytics
5 Discussion and Conclusion
Acknowledgement
References
Aggregation Bias: A Proposal to Raise Awareness Regarding Inclusion in Visual Analytics
Abstract
1 Introduction
2 Background
3 Methodology
4 Proposal
5 Discussion
6 Conclusions
Acknowledgments
References
A Concrete Action Towards Inclusive Education: An Implementation of Marrakesh Treaty
Abstract
1 Introduction
2 Open Educational Resource Repository
3 The OER Repository as an Accessible Digital Library
4 Conclusions and Future Work
Acknowledgement
References
Intelligent Systems and Machines
Cloud Computing Customer Communication Center
Abstract
1 Introduction
2 Related Work
3 Cloud Computing Customer Communication Center Description
4 Testing the Functionality of the Cloud Computing Customer Communication Center
5 Conclusions
Acknowledgements
References
International Workshop on Healthcare Information Systems Interoperability, Security and Efficiency
A Study on CNN Architectures for Chest X-Rays Multiclass Computer-Aided Diagnosis
Abstract
1 Introduction
2 Materials
3 Methodology
3.1 Data Analysis
3.2 Deep Neural Networks
3.3 Evaluation
4 Results
5 Discussion
6 Conclusions
Acknowledgements
References
A Thermodynamic Assessment of the Cyber Security Risk in Healthcare Facilities
Abstract
1 Introduction
2 Fundamentals
3 Case Study
4 Computational Make-Up
5 Conclusions and Future Work
Acknowledgments
References
How to Assess the Acceptance of an Electronic Health Record System?
Abstract
1 Introduction
2 Background
2.1 Intensive Medicine
2.2 Electronic Health Record
2.3 Technology Acceptance Model and Delphi
2.4 Related Work
3 Assessment Model
4 Case Study
5 Results
6 Conclusion
Acknowledges
References
An Exploratory Study of a NoSQL Database for a Clinical Data Repository
Abstract
1 Introduction
2 Background
2.1 NoSQL Database
2.2 Oracle NoSQL Database
2.3 Clinical Data Repository
3 Methods and Tools
4 Proposed Architecture
5 Discussion
6 Conclusions and Future Work
Acknowledgments
References
Clinical Decision Support Using Open Data
Abstract
1 Introduction
2 Background
2.1 Open Data
2.2 OpenEHR
2.3 Clinical Terminologies
2.4 Clinical Decision Support
3 Knowledge Acquisition
3.1 Identification
3.2 Conceptualization
3.3 Formalization
3.4 Knowledge Representation
4 Conclusions and Future Work
Acknowledgments
References
Spatial Normalization of MRI Brain Studies Using a U-Net Based Neural Network
Abstract
1 Introduction
2 Materials
3 Methods
3.1 Data Preprocessing
3.2 Spatial Normalization Model
3.3 Evaluation
4 Results
5 Conclusions
Acknowledgements
References
Business Analytics for Social Healthcare Institution
Abstract
1 Introduction
2 Background
2.1 Business Analytics
2.2 Visualization
2.3 Business Analytics for Social Healthcare Institution
3 Case Study
4 Conclusion
Acknowledgements
References
Step Towards Monitoring Intelligent Agents in Healthcare Information Systems
1 Introduction
2 Intelligent Agents and Multi Agent Systems
3 AIDA
4 Monitoring System - Platform AIDAMonit
5 Proof of Concept
6 Conclusions
References
Network Modeling, Learning and Analysis
A Comparative Study of Representation Learning Techniques for Dynamic Networks
1 Introduction
2 Related Work
3 Methodology and Experimental Setup
4 Results
5 Conclusions
References
Metadata Action Network Model for Cloud Based Development Environment
Abstract
1 Introduction
2 Background
3 Network Construction from Digital Trace Data
4 Demonstration of Network Analytics on aPaaS
5 Discussion and Conclusion
Appendix
References
Clustering Foursquare Mobility Networks to Explore Urban Spaces
1 Introduction
2 Data and Problem Description
3 Methods and Results
3.1 Clustering Venues Based on Users' Movements Between Venues
3.2 Exploring Semantics of the Clustered Venues Based on Their Categories
4 Results
5 Conclusions
References
Innovative Technologies Applied to Rural Regions
The Influence of Digital Marketing Tools Perceived Usefulness in a Rural Region Destination Image
Abstract
1 Introduction
2 Literature Review and Research Model
3 Methodology
4 Results
5 Final Considerations
Acknowledgments
References
Ñawi Project: Visual Health for Improvement of Education in High Andean Educational Communities in Perú
Abstract
1 Introduction
2 Contextualization
3 Application
4 Results
4.1 Qualitative Results
4.2 Quantitative Results
4.3 Data Mining for the Improvement of the Following Actions
5 Conclusions
Acknowledgment
References
Building Smart Rural Regions: Challenges and Opportunities
Abstract
1 Introduction
2 Rural Regions Characterization: The Northeast of Portugal
2.1 Demographic Characterization of the TTM Region
2.2 Economic Characterization of the TTM Region
3 ICT Challenges and Opportunities for Rural Regions
3.1 Rural Cooperative Networks e-Platforms
3.2 From Agriculture to Precision Agriculture
3.3 Using Digital Marketing for Regional Promotion
3.4 Using ICT to Promote Rural Regions Elders-Based Immaterial Heritage
3.5 Using Gerontechnology for Support Elders
4 A Conceptual Model of a Smart Rural Region
5 Conclusion and Final Remarks
Acknowledgments
References
The Power of Digitalization: The Netflix Story
Abstract
1 Introduction
2 Netflix
3 Literature Review
3.1 Technological Development
3.2 The Entertainment Market
3.3 Netflix
4 Methodology
5 Discussion
6 Conclusion and Future Research
7 Final Words - Netflix and Rural Areas
References
An Online Sales System to Be Managed by People with Mental Illness
Abstract
1 Introduction
2 Ecosystem Overview
3 Online Sales System
3.1 Business Structure Model
3.2 Software Architecture
4 Heuristic Evaluation
5 Discussion and Conclusions
Acknowledgments
References
Author Index

Systemvoraussetzungen

Als PDF speichern Als Link merken