Information Systems and Technologies

Name: Information Systems and Technologies | WorldCIST 2022, Volume 2
Brand: Springer
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WorldCIST 2022, Volume 2

Alvaro Rocha Hojjat Adeli Gintautas Dzemyda Fernando Moreira(Herausgeber*in)

Springer (Verlag)

Erschienen am 16. Mai 2022

XII, 613 Seiten

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Inhalt

Intro
Preface
Contents
Information and Knowledge Management
Dynamics of Monitoring and Talent Management
Abstract
1 Introduction
2 Methodology: Systematic Literature Review
3 Research Model
3.1 Constraints Identified in the Literature
3.2 Gaps Identify in Systematic Literature
4 Model MITEC
4.1 Model Structure
4.2 List of Actors and Description
4.3 High-Level Model Vision MITEC
4.4 Definition of Dimension and Indicators
5 Conclusion and Future Work
References
A Systematic Review of Data Management Platforms
1 Introduction
1.1 Related Work
2 Methodology
2.1 Criteria in Detail
3 Evaluation
4 Conclusion and Future Outlook
References
Aspect Based Sentiment Analysis Annotation Methodology for Group Decision Making Problems: An Insight on the Baseball Domain
Abstract
1 Introduction
2 Dataset Annotation Methodology
2.1 Features
2.2 Comparison and Validation
2.3 Guidelines
3 Case Study
3.1 Intermediary Dataset Creation
3.2 Features
3.3 Specific Situations
3.4 Comparison and Validation
3.5 Dataset Finalization
3.6 Dataset Analysis
4 Conclusion
Acknowledgments
References
Determinants of Mobile Wallet Adoption: A Longitudinal Approach Applying an Extension of the Technology Acceptance Model in Cameroon
Abstract
1 Introduction
2 Theoretical Development
3 Methodology
4 Results
5 Discussion and Implications
6 Conclusions
References
A Must Have: Customized Ways to Go for Data Literacy to Further Valuable Deliverables
Abstract
1 Introduction and Motivation: Why Data Literacy?
2 Data Literacy Journey
3 Research Approach/Planning and Methodology
4 Conclusion
References
Avionic Software and Agile Development: A Systematic Mapping Study
Abstract
1 Introduction
2 Research Method
2.1 Definition of Research Questions
2.2 Conduct Search for All Papers
2.3 Examination of Papers
2.4 Keywording of Abstracts and Classification
2.5 Limitation and Threats to Validity
3 Results: Data Extraction and Mapping
4 Discussion
5 Conclusion
References
Lean Marketing: Application of the Lean Six Sigma to Marketing - Case Study
Abstract
1 Introduction
2 Literature Revision
2.1 Six Sigma
2.2 DMAIC in the Sales Process
2.3 Lean Six Sigma
2.4 Lean in Sales and Marketing
2.5 Marketing
2.6 Lean Marketing
3 Methodology
4 Results
5 Conclusions
References
Multi-Core Implementation of Geometric Multidimensional Scaling for Large-Scale Data
1 Introduction
2 Multidimensional Data Visualization
3 Geometric MDS for Dimensionality Reduction
4 Parallel Implementation of Geometric MDS
5 Conclusions
References
Innovators and Anti-innovators in the Digital Era - The Persecution of the Innovative by the Less Innovative
Abstract
1 Introduction - The Promise of Digital Transparency and How it Has Brought Additional Conflict
2 Ethnographic Narrative Nº1: Fear and Concern
3 Interpretation and Discussion
4 A Brief Look at the Literature
4.1 The Threat by Anti-innovators to Innovators
4.2 Positive Responses to Envy and More Negative Environments
5 Ethnographic Narrative Nº2: Management Best Practices
6 Ethnographic Narrative Nº3: A Feeling Since Childhood
7 Concluding Remarks
References
Supporting Situational Awareness on Aviation Pilots: Key Insights Affecting the Use of Electronic Flight Bags Devices
Abstract
1 Introduction
2 Theoretical Background
3 Methodology and Analysis
4 Conclusions
Aknowledgements
References
How to Identify Fake News on Social Media: A Systematic Literature Review
Abstract
1 Introduction and Motivation for the Study
2 Research Method
2.1 Research Design
2.2 PRISMA Flowchart
2.3 Quality Assessment
2.4 Data Extraction
3 Results
3.1 Quality Assessment Results
3.2 Descriptive Analysis
4 Discussion
4.1 Fake News
4.2 Social Media
4.3 Influence of Bias
4.4 Information Literacy
4.5 Guidelines to Determine the Validity of News on Social Media
5 Conclusion
Acknowledgements
References
Telco Customer Churn Analysis: Measuring the Effect of Different Contracts
Abstract
1 Introduction
2 The Customer Churn Problem
3 The Causal Effects
3.1 Prediction vs. Causality
3.2 Direct Acyclic Graphs
3.3 Paradoxes and Adjustment
3.4 Matching and Propensity Scores
3.5 Measuring the Impact of the Treatment
4 Telco Case Study
4.1 Dataset Description
4.2 Direct Acyclic Graph
4.3 MatchIt and Propensity Score
5 Causal Effect Calculations
6 Conclusion
References
More Data Analysis with Citizen Data Scientists?
Abstract
1 Roles in Business Analytics
2 Empirical Analysis of the Usage of CDS
3 Data Analysis as Part of Functional Jobs
4 Conclusion and Future Work
References
Improving Document Evolvability Based on Normalized Systems Theory
1 Introduction
2 Problem Statement
3 Normalized Systems Theory
3.1 The Basis of the Theory
4 Research Goals
5 The Architecture
5.1 Basics Thoughts
5.2 The Workflow
5.3 The Evolvability
5.4 The Application
5.5 Limitations
6 Related Work
6.1 Document Evolvability
6.2 Modularization
7 Conclusion
References
Modeling Generalization in Domain Taxonomies Using a Maximum Likelihood Criterion
1 Introduction
2 Method for Generalization
2.1 Criterion for Generalization over a Taxonomy
2.2 Recursive Algorithm for Maximizing the Likelihood Criterion
3 Application to the Analysis of Data Science Research
References
Machine Learning Detection for Financial Statement Fraud
Abstract
1 Introduction
2 Literature Survey
2.1 Sampling Method and Evaluation of Imbalanced Data
2.2 Binary Classifier
3 Procedure Structure and Methodology
4 Analysis of Testing Results
4.1 Adopting Financial Datasets for Fraud Detection
4.2 Comparison of Model Predictions
5 Conclusions
References
Is it Trustworthy?: Trusting Clients in a Cloud Based Multi Agent System
1 Introduction
2 Related Works
2.1 Multi Agent System in the Cloud
2.2 Trust in the Cloud
3 PSO-Trust Model
3.1 Particle Swarm Optimization
3.2 System Agents
3.3 Model Flowchart
3.4 Model Presentation
4 Evaluation
5 Conclusion
References
Semantic-Based Image Retrieval Using RS-Tree and Neighbor Graph
1 Introduction
2 Related Works
3 Building Neighbor Graph on RS-Tree Structure
3.1 Description of RS-Tree Structure
3.2 Preliminary Definitions
3.3 Neighbor Graph Structure on RS-Tree
3.4 The Algorithm of Building NBGraphRST
4 A Semantic-Based Image Retrieval Model Base on NBGraphRST and Ontology
4.1 Building Ontology
4.2 Model and Algorithm of Image Retrieval System
4.3 Content-Based Image Retrieval on the NBGraphRST
4.4 The Semantic-Based Image Retrieval Algorithm
5 Building an Experimental Application
5.1 Experimental Environment
5.2 Experimental Evaluation
6 Conclustions and Development
References
An Improvement Method of Kd-Tree Using k-Means and k-NN for Semantic-Based Image Retrieval System
1 Introduction
2 Related Works
3 A Method of Building iKD-Tree Structure
3.1 General Description of iKD-Tree Structure
3.2 A Method of Combining k-Means on iKD-Tree Structure
3.3 A Method of k-NN Classification on iKD-Tree Structure
3.4 Algorithm of Constructing iKD-Tree Structure
3.5 Algorithm of Image Classification on iKD-Tree
4 A Model of the Semantic-Based Image Retrieval Based on iKD-Tree and Ontology
4.1 Experimental Data and Extract Features of Image
4.2 Building Ontology of Image Data Set
4.3 A Model of Semantic-Based Image Retrieval
5 Experiments
5.1 Experimental Environment
5.2 Experimental Results and Evaluation
6 Conclusions and Development
References
Step-by-Step Implementation to Position Small Business Services on Google Search Engine
Abstract
1 Introduction
2 State of the Art
3 Research Method
4 Proposal of a Model for the Web Positioning of Small and Medium Sized Companies
5 Contributions
References
Keeping the Eyes Busy: A Case Study of Disney+
Abstract
1 Introduction
2 A Look at the Literature
2.1 Traditional vs Streaming Platforms
3 Disney's Hegemony and Disney+
3.1 Features of Disney+
3.2 Evolution of the Platform
3.3 Disney+?Versus Other Platforms
3.4 Disney+?as a Label: Representing Childhood Memories
3.5 Disney+?Business Model and Strategy
4 Methodology
5 Results and Discussion
6 Conclusion and Future Research
References
An Exploratory Cross-national Analysis of the Plastic Recycling Industry
Abstract
1 Introduction
1.1 Plastic
1.2 The Circular Economy
2 Methodology
3 Current Panorama of Plastic Waste Management in Portugal
3.1 From Collection to Recycling
4 Germany: Recycling Technology Innovations and Strategies
4.1 Germany's Sorting System
4.2 Innovation in Technology and Processes
5 The Italian Scenario
5.1 Organization and Technologies Used in the Area
5.2 Major Exponents and Realities in the Territory
5.3 Proposals to Improve Process Performance
5.4 National Statistical Data and Territorial Differences in the Peninsula
6 Comparison Between Countries
7 Conclusions
References
Sports Streaming: Transition from TV to Digital
Abstract
1 Introduction
2 Literature Review
2.1 Streaming
2.2 The Emergence of Sports Streaming
2.3 Esports
3 Methodology
4 Results
5 Discussion
5.1 Market Analysis
5.2 Suggestions According to Academics and Industry Trends
5.3 The Portuguese Market and Opportunities
6 Conclusion
References
Information Security Threat Assessment Using Social Engineering in the Organizational Context - Literature Review
Abstract
1 Introduction
1.1 Contribution
1.2 Motivation
2 Related Work
2.1 Information Security
2.2 Social Engineering
3 Social Engineering - Framework
4 Future Work
References
Factors Influencing Crossborder Medical Tourism from Bangladesh: An Empirical Study
Abstract
1 Introduction
2 Literature Review
3 Objectives
4 Hypothesis of the Study
4.1 The Proposed Model
5 Research Methodology
6 Data Analysis and Interpretation
6.1 Attributes of the Questionnaire
6.2 Exploratory Factor Analysis
6.3 Rotated Component Matrix
7 Findings of the Study
8 Conclusion
9 Recommendations
10 Limitations of Research
Refferences
Dependency Mining in IoT - From Research to Practice in Intelligent Transportation Systems
1 Introduction
2 Related Work
3 Putting IoT-Dependency Mining into Practice
3.1 Running Real-World Example
3.2 Prototypical Implementation
4 Scenario-Based Evaluation
5 Limitations and Future Work
References
Step-by-Step Implementation of a Non-face-to-face Audit Using the Tools of the Cloud
Abstract
1 Introduction
2 State of the Art
3 Methodology
4 Proposal
4.1 Diagnosis
4.2 Design
4.3 Design Stages
4.4 Non-Face-to-Face Audit Execution
5 Contributions
References
Is There Meaning in the Emoji Sequences Used on Social Media?
Abstract
1 Introduction
1.1 Research Questions
2 Literature Survey
2.1 The Emergence of Emoji
2.2 Linguistic Functions of Emojis
2.3 Context and the Use of Emojis
3 Proposed Model
3.1 Data
3.2 Architecture
4 Conclusions and Future Work
References
Mobile Application to Bring Face-to-Face Attendance to Students of Peruvian Universities Within the New Normality
Abstract
1 Introduction
2 Methodology
2.1 Definition of Terms
2.2 System Architecture
2.3 Technical Design
2.4 Database Architecture
2.5 Prototype Development
2.6 Model Design
2.7 Prototype Design
2.8 Focus Group Analysis
3 Results
4 Conclusion
References
Digital Chain of Custody for CBRNE Events: Custody Transfer Governance
Abstract
1 Introduction
2 Overview of the Chain of Custody
3 Discussion of the Problem in Digital Investigation
4 An Overview of the Data Governance Process
5 Conclusion and Further Research
Acknowledgements
References
Cloud Computing System Application in the Mining Industry
Abstract
1 Introduction
2 Control Equipment
2.1 Recommended Software Packages
3 Description of Required Components and Infrastructure
3.1 Network Fiber Optic Systems and Other Components
3.2 Central Control Room (CCR) Building and Equipment
3.3 Necessary Equipment for Excavators with Quality Management
4 Software Packages and Processing
4.1 Open Cast Mine Control System
4.2 Stockyard Control System
4.3 CQMS - Integral Software Control System
5 Computer System, Service and Maintenance
6 Conclusion
References
Development of Deep Learning Systems: A Data Science Project Approach
1 Introduction
2 Deep Learning
2.1 DL Systems Development Processes
3 Data Science
3.1 Project Development Methodologies in DS
4 Comparison of Project Methodologies in SD
5 Agile Project Development Approaches in DS
6 Comparison of the Agile Project Approach in DS
7 Conclusion
References
NER in Archival Finding Aids: Next Level
1 Introduction
2 Transformers
2.1 Transfer Learning
2.2 Attention Mechanism
3 Archival Corpora
4 Models Training
5 Results
6 Smart Annotator - ARCANO
7 Conclusion and Future Work
References
Dialogo: A Controlled Portuguese for Developing Agroecological Information Systems
Abstract
1 Information systems and Agroecology
2 Ethnographic Study
3 Brief Requirements Analysis
3.1 Overview
3.2 User Requirements
3.3 System Requirements
3.4 Non-functional Requirements
4 Dialogo Language
5 Prototype Implementation Proposal
5.1 Lexer and Parser
5.2 Inflection and Construction Verifiers
5.3 Tree-Walking Interpreter
6 Language Evaluation
7 Conclusions
References
Context-Aware Completion Time Prediction for Business Process Monitoring
1 Introduction
2 Theoretical Background
3 Related Work
4 Context-Aware Completion Time Prediction Approach
5 Experiment Setup and Result Analysis
5.1 Real-World Event Logs
5.2 Preprocessing
5.3 Results
6 Conclusion
References
An Exploratory Study on the Spotify Recommender System
Abstract
1 Introduction
2 Literature Review
2.1 Audio Streaming
2.2 Artificial Intelligence
2.3 Recommender System
2.4 Gender Equality and Recommender Systems
3 Spotify
3.1 Background
3.2 Services
4 Methodology
5 Results
6 Discussion
7 Conclusion
Acknowledgements
Appendix A - Spearman's Rank Correlation Coefficient Calculation
References
Performance Evaluation of ECOC Considering Estimated Probability of Binary Classifiers
1 Introduction
2 Error-Correcting Output Coding Method
3 Problem Setting
3.1 Code Word Tables and Binary Classifiers
3.2 Category Decoding
3.3 Posterior Probability of Binary Classifier
4 Relationship Between the Two Categories
4.1 Output Ratio of ECOC Between Two Categories
4.2 Posterior Probability of Equidistance
4.3 Probability of Category Estimation Error
5 Performance Evaluation of Code Word Tables
6 Evaluation of Code Word Tables Using Evaluation Functions
7 Evaluation Experiments
7.1 Experimental Method and Evaluation Index
7.2 Experimental Results
8 Discussion
9 Conclusion and Future Works
References
Applying Time-Constraints Using Ontologies to Sensor Data for Predictive Maintenance
Abstract
1 Introduction
2 Background
3 Architecture
4 Implementation
5 Conclusion
Acknowledgements
References
Student's Behaviors Analysis in Classroom Context Using IoT: A Systematic Mapping Study
Abstract
1 Introduction
2 Background
3 Research Methodology
4 Defining the Research Questions
5 Conduct Research
6 Results
7 Data Extraction and Mapping Study
8 Discussion
9 Conclusion
References
Tracing User Stories and Source Code Using the Language Extended Lexicon
1 Introduction
2 Background
2.1 Language Extended Lexicon
2.2 User Stories
3 Process for Tracing User Stories and Source Code
3.1 Derivation of the LEL Glossary
3.2 Source Code Analysis
4 The Tool
5 Evaluation
5.1 Goal and Protocol
5.2 Ticket Analysis
5.3 Pros and Cons
5.4 Results
6 Related Work
7 Conclusions
References
Information Technologies in Education
Managing a Successful Educational Role-Playing Game
Abstract
1 Introduction
2 How to Conduct an Educational Role-Playing Game?
2.1 Phase 1: Initiation and Definition
2.2 Phase 2: Implementation
2.3 Phases 3 and 4: Delivery of Final Results and Post Gaming Activities
3 Conclusion
References
Older Adults and Games from a Perspective of Playability, Game Experience and Pervasive Environments: A Systematics Literature Review
Abstract
1 Introduction
2 Background
2.1 Older Adults and Games
2.2 Pervasive Games
2.3 Dynamics and Mechanics
2.4 Playability, Player Experience and Game Experience
3 Systematic Review
3.1 Search Terms
3.2 Search Process
3.3 Inclusion Criteria
3.4 Exclusion Criteria
3.5 Extracting Information
4 Data Analysis and Results
4.1 Process Description
4.2 Results
5 Conclusion and Future Work
Appendix A
References
The System Robustness SOLL in Student Learning Process
Abstract
1 Introduction
2 Methodology
3 Results
4 Discussion
5 Conclusion
References
Gamification for Learning Aymara Vocabulary in Students from Peru
Abstract
1 Introduction
2 Method
2.1 Design
2.2 Population and Sample
2.3 Techniques for Data Analysis
2.4 Procedure
3 Results
4 Discussion and Conclusions
References
Evaluation of a Guidance and Tutoring Recommendation System
Abstract
1 Introduction
1.1 Technologies in University Guidance
1.2 Recommendation Systems and Their Evaluation
2 Method
2.1 Design
2.2 Participants
2.3 Instruments
2.4 Procedure
2.5 Data Analysis
3 Results
4 Conclusions
References
Gamification-Based Tools Embedded in the Helios Educational Platform
Abstract
1 Introduction
2 Teaching Materials Distribution
3 Helios Approach to Teaching Materials Distribution
3.1 Teacher Specific Functionalities
3.2 Student Specific Functionalities
4 Techniques for Keeping the Interest Alive
4.1 Notification System
4.2 Gamification Badges and User Levels
5 Conclusions
References
English Language Learning Using WhatsApp Application in a Classroom
Abstract
1 Introduction
2 Method
2.1 Participants
2.2 Design
2.3 Techniques for Data Analysis
2.4 Demographic Characteristics
3 Results
4 Discussion and Conclusions
References
Evaluating the Outcomes of Competence-Based Learning Course: The Field Experience for Training 21st Century Skills in Sofia University
Abstract
1 The Role of Competence-Based Learning and Transversal Skills in Higher Education
2 Overview of the Context and Background
2.1 Presenting the Erasmus+ project CATCH 21
2.2 Overview of the Course Syllabus "21st Century Skills"
3 Description of the Field Study - Delivery of 21st Century Skills Course in Sofia University
3.1 Students' Statistical Data
4 Discussion and Lessons Learned
4.1 21st Century Skills Course Formal Evaluation
4.2 Implicit Assessment and Lessons Learned
5 Conclusion and Future Work
Acknowledgment
References
The Use of Digital Technologies to Develop Girls' Creativity: Paths and Practices in Greece, Lithuania, Portugal, and Slovenia
Abstract
1 Introduction
2 Discussion
3 Methodology
4 Analysis of Results
4.1 Effective Approaches
4.2 Insights from Case Studies
5 Conclusion
References s
Innovative Hybrid SPOC Model for Initial and Continuing Education at University
Abstract
1 Introduction
2 General Context of Training
2.1 Demand Analysis
2.2 Institutional Context
2.3 Technological Context
2.4 Academic Context
3 Hybrid SPOC Model
3.1 The Theoretical Framework and Its Practical Application
3.2 Pedagogical Design and Its Link with Research
3.3 Educational Technologies Implemented
3.4 Graduation and Student Recruitment
3.5 Economic and Social Model
4 Delivery of the Training and Balance of Activities
5 Conclusion
References
Multimedia Systems and Applications
The Spread of Cultural Heritage in Second Life: Case Study Amiais
Abstract
1 Introduction
2 Background
3 Promoting Amiais' Cultural Heritage in Second Life
3.1 Amiais
3.2 Amiais in Second Life
4 Conclusions
Acknowledgments
References
Virtual Learning Taught by Educational Institutions and Its Relationship with International Business E-business in Peru
Abstract
1 Introduction
2 Method
2.1 Population and Sample
2.2 Data analysis techniques
2.3 Instrument reliability
3 Results
3.1 International E-Business
3.2 Global Analysis of Virtual Education
3.3 Global Analysis of the E-Business International Business Variable
4 Discussion
5 Conclusions
References
Challenges on Digital Destination Campaigns in Tourism During Covid19 Pandemic Crisis - The Case of Portugal National Tourism Authority
1 Introduction
2 Literature Review
3 Methodology
4 Discussion - Digital Campaigns from Portugal National Tourism Authority During Covid19
5 Conclusion
References
How "Netflix Effect'' is (Re)shaping the Media Consumption Patterns of Y-ers and Z-ers?
Abstract
1 Introduction
2 Theoretical Framework and Hypotheses
2.1 Generational Cohort Theory
2.2 Generation Y and Generation Z in the Netflix Era
3 Methodology
4 Results and Discussion
5 Conclusion
References
A Personalized Narrative Method to Improve Serious Games
Abstract
1 Introduction
2 Theoretical Background
2.1 Serious Games Narrative
2.2 Design Thinking
2.3 Personalized Narrative and Game Mechanics
3 Methodology Proposition for a Personalized Narrative Method
4 Conclusion
References
AGELESS - Applications for Geriatric Exercises: Learning of the Elderly by Sensors and Software
Abstract
1 Introduction
2 State of Art
3 Ageless System
3.1 System Components
3.2 Visual Attention and Visual-Spatial
3.3 Mood and Motivational Assessment
3.4 Biofeedback
3.5 Tests in Real Scenarios
3.6 Taxonomy of Physical Exercises
4 Conclusions
References
P100 ERP as a Tool to Identifying Problem Solving
1 Introduction
2 EEG: Problem Solving
3 Methodology
3.1 Raven Advanced Progressive Matrices
3.2 Participants and Task
3.3 Signal Acquisiton
4 Results
5 Discussion and Conclusions
References
Impact of Different Levels of Information Presentation on User Experience: A Case Study in a Virtual World
Abstract
1 Introduction
2 Background
3 Methodology
3.1 Sample
3.2 Apparatus
3.3 Implementation
3.4 Experimental Design
4 Results
4.1 Accuracy and Efficiency of Task.
4.2 Presence Levels and Cybersickness.
5 Discussion
6 Final Remarks
Acknowledgements
References
Author Index

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