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Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 3
| Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 3 |
| Autore | Rocha Álvaro |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
| Descrizione fisica | 1 online resource (507 pages) |
| Altri autori (Persone) |
AdeliHojjat
DzemydaGintautas MoreiraFernando Poniszewska-MarańdaAneta |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-60221-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Information and Knowledge Management -- Improving Change Management in Large Engineering Projects: A Case Study -- 1 Introduction -- 2 Literature Review -- 2.1 Engineering Change Process -- 2.2 Impacts of Change Management -- 2.3 Tools and Techniques -- 3 Research Methodology -- 4 Case Study Analysis -- 5 Proposals for Improvement -- 5.1 Review of Standard Activities in Each ECR Phase -- 5.2 Development of ECR Status Tracking -- 6 Discussion -- 7 Conclusions -- References -- MITEC Model for Talent Management to Small and Medium Enterprises Develop with Design Science Research -- 1 Introduction -- 2 Methodology: Design Science Research -- 3 Application Design Science Research for MITEC -- 4 Design Science Research Conclusion -- 5 Conclusion and Future Work -- References -- Proposal to Improve Risk Management in New Product Development Projects in an Automotive Company -- 1 Introduction -- 2 Theoretical Background -- 2.1 Project Management -- 2.2 Risk Management -- 3 Research Methodology -- 4 Case Study -- 4.1 Current Risk Management Plan -- 4.2 Team Maturity in Risk Management -- 5 Proposal of Improvements -- 6 Conclusions and Future Research -- References -- Limitations that Hinder the Successful Application of a Knowledge Management Model in Research Centers in a Higher Education Institution -- 1 Introduction -- 2 Literature Review -- 3 Material and Methods -- 4 Results -- 5 Discussion and Analysis of Results -- 6 Conclusions -- References -- Cyber Security Information Sharing During a Large Scale Real Life Cyber Security Exercise -- 1 Introduction -- 2 Research Approach -- 3 Cyber Security Information Sharing -- 4 Cyber Security Exercise -- 5 Technical Implementation -- 5.1 Implemented Construction -- 5.2 Modeled Cyber Security Exercise a Real Life Test Event -- 6 Results.
6.1 Free-Form Feedback -- 6.2 Feedback Survey -- 7 Conclusion -- References -- Companies Amidst Evolving Digital Media Challenges in CSR Communication. Systematic Literature Review -- 1 Introduction -- 2 Theoretical Background -- 3 Methodology -- 4 Results and Discussion -- 5 Conclusion -- References -- Ga-starfish: A Gamified Retrospective -- 1 Introduction -- 2 Background -- 2.1 Retrospective -- 2.2 Starfish Technique -- 2.3 Gamification -- 2.4 Social and Human Factors -- 3 Related Work -- 4 Method -- 5 Results -- 5.1 Phase A: Planning -- 5.2 Phase B: Design -- 5.3 Phase C: Pilot Test -- 5.4 Phase D: Scheduling -- 5.5 Phase E: Evaluation -- 6 Discussion -- 7 Conclusions and Future Work -- References -- The Strategy Implementation of Account-Based Marketing (ABM)-The Stratio Case -- 1 Introduction -- 2 Literature Review -- 2.1 Marketing in the Business-to-Business Marketplace -- 2.2 Relationship Marketing -- 2.3 Account-Based Marketing -- 2.4 The Sales Funnel of Traditional Marketing and Account-Based Marketing -- 2.5 Types of Account-Based Marketing -- 2.6 Benefits of the Account-Based Marketing Strategy -- 2.7 Implementation of the Account-Based Marketing Strategy -- 2.8 Measuring the Returns of the Account-Based Marketing Strategy -- 3 Methodology -- 4 Case Study-Stratio Automotive -- 4.1 Stratio Automotive in a Glance -- 4.2 Implementing the Account-Based Marketing Strategy at Stratio Automotive -- 5 Results and Discussion -- 6 Conclusion -- References -- Approach to the Consumption of Fake News. The Case of Ecuador -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Conclusions -- References -- Syntax in Emoji Sequences on Social Media Posts -- 1 Introduction -- 2 Research Methodology -- 2.1 Inclusion and Exclusion Criteria -- 2.2 Databases -- 3 Results Analysis -- 4 Conclusions and Future Work -- References. Trends and Collaborations in Information Systems and Technologies: A Bibliometric Analysis of WorldCIST Proceedings -- 1 Introduction -- 2 Related Work -- 3 Data Collection and Processing -- 4 Findings -- 4.1 Authorship Trends -- 4.2 Thematic Analysis -- 4.3 Collaboration Patterns -- 5 Discussion and Future Work -- 6 Conclusion -- References -- A Comparative Assessment of Wrappers and Filters for Detecting Cyber Intrusions -- 1 Introduction -- 2 Background -- 3 Related Work -- 4 Experimental Design -- 4.1 Intrusion Detection Datasets -- 4.2 Proposed Method -- 5 Empirical Results and Discussion -- 5.1 Cleaning and Transforming Data -- 5.2 Comparison of Filters and Wrappers FS Techniques and the Best Combinations of FS-Classifier -- 6 Conclusion and Future Work -- References -- Multiclass Intrusion Detection in IoT Using Boosting and Feature Selection -- 1 Introduction -- 2 Related Works -- 3 Experimental Design -- 3.1 Datasets Description -- 3.2 Performance Measure -- 3.3 Methodology -- 4 Results and Discussions -- 4.1 Determining the Optimal Number of Estimators for Each Boosting Technique -- 4.2 Optimal Combinations of FS and Boosting Methods Across Varied Feature Percentages -- 5 Conclusion and Future Work -- References -- Is ChatGPT Able to Generate Texts that Are Easy to Understand and Read? -- 1 Introduction -- 2 Background -- 3 Methodology -- 4 Design of the study -- 4.1 Text Comprehensibility Indicators -- 4.2 Corpus -- 5 Results -- 5.1 Word Count Analysis -- 5.2 Readability Index -- 5.3 Simple Linguistic Structures -- 6 Conclusion and Discussion -- Appendix I. Linguistic Elements Analyzed -- References -- Does a Lack of Transparency Lead to the Dark Side of Social Media? a Study in South Western Europe According to Gender and Age -- 1 Introduction -- 2 Literature Review -- 2.1 Beauty Standards -- 2.2 Beauty Standards Over Time. 2.3 Globalization of Beauty Standards -- 3 Social Media and Young People's Body Image -- 3.1 Negative Strategies Adopted by Social Media to Exploit Personal Insecurities -- 4 Methodology -- 5 Results and Discussion -- 6 Chi-Square Tests -- 6.1 Conclusions Regarding Fisher's Exact Test and the Chi-Square Test -- 7 Conclusion and Future Research -- References -- Analysis of the Impact of Orthogonality in the Readability of the OBO Foundry Ontologies -- 1 Introduction -- 2 Materials and Methods -- 2.1 Human Readability Properties in OWL Ontologies -- 2.2 The Orthogonal View of the OBO Foundry Repository -- 2.3 The Reuse-Based Readability Metrics -- 3 Results and Discussion -- 3.1 Experimental Setup -- 3.2 Comparison by Number of Entities -- 3.3 Analysis of Human Readability -- 4 Conclusions -- References -- Do Habit and Privacy Matter in a Post Pandemic-Era? Mobile Apps Acceptance of the Private Healthcare Sector in Portugal -- 1 Introduction -- 2 Conceptual Model -- 3 Methodology -- 4 Results -- 4.1 Measurement Model Evaluation -- 4.2 Structural Model -- 5 Conclusion -- References -- The Role of Online Product Information in Enabling Electronic Retail/E-tailing -- 1 Introduction -- 2 Literature Review -- 2.1 Product Information and Information Availability -- 2.2 Information Search -- 2.3 Conceptual Framework -- 3 Methodology -- 4 Data and Analysis -- 4.1 Results -- 4.2 Discussion -- 4.3 Main Contributions -- 5 Conclusion -- References -- Habitat Suitability Assessment of Three Passerine Birds Using Ensemble Learning with Diverse Models -- 1 Introduction -- 2 Material and Methods -- 2.1 Birds' Dataset -- 2.2 Environmental Data -- 2.3 Experiment Workflow -- 3 Results and Discussions -- 3.1 Evaluation of the Eight Single Machine Learning Techniques -- 3.2 Evaluation of the Heterogeneous Ensembles Compared to Their Single Models. 4 Conclusion and Future Works -- References -- Budgeted Recommendation with Delayed Feedback -- 1 Introduction -- 2 Related Work -- 3 Problem Formulation -- 4 Algorithm Design -- 4.1 Search for Top Responsive Arms -- 4.2 Resource Allocation with Delays -- 5 Experiments -- 6 Conclusion -- References -- AI in Higher Education: Assessing Acceptance, Learning Enhancement, and Ethical Considerations Among University Students -- 1 Introduction -- 2 Literature Review -- 2.1 Acceptance of AI in Higher Education -- 2.2 Learning Enhancement -- 2.3 Ethical Considerations -- 3 Methodology -- 4 Results and Discussion -- 4.1 Acceptance -- 4.2 Learning Enhancement -- 4.3 Ethical Considerations -- 5 Conclusion -- References -- Intellectual Capital and Information Technologies in Education: Some Insights -- 1 Introduction -- 2 Literature Review -- 3 Conclusions -- References -- Integrating an Advanced Evolutionary Intelligence System into the Internal Contracting Operations at Centro Hospitalar Universitário Lisboa Central -- 1 Introduction -- 1.1 Internal Contracting Process -- 1.2 Evolutionary Intelligence -- 2 General and Specific Objectives -- 3 Methods -- 4 Conclusion -- References -- Language Policy in the Social Media - Efforts to Revitalize Indigenous Languages in Peru -- 1 Introduction -- 2 Theoretical Foundations: Language Policy, Multilingual Ability and Language Revitalization -- 3 Language Policy in the (Social) Media -- 4 Language Revitalization -- 5 The Revitalization of Quechua in the Music and the Social Media -- 6 The Revitalization of Quechua in Academic Contexts -- 7 Aspirations to the Revitalization of Mochica -- 8 Discussion -- 9 Conclusions -- References -- A Graph-Based Approach for Searching and Visualizing of Resources and Concepts in Data Science -- 1 Introduction -- 2 Background -- 2.1 An Introduction to Knowledge Graphs. 2.2 Related Work. |
| Record Nr. | UNINA-9910857796603321 |
Rocha Álvaro
|
||
| Cham : , : Springer International Publishing AG, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 1
| Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 1 |
| Autore | Rocha Álvaro |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
| Descrizione fisica | 1 online resource (242 pages) |
| Altri autori (Persone) |
AdeliHojjat
DzemydaGintautas MoreiraFernando Poniszewska-MarańdaAneta |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-60215-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Big Data Analytics and Applications -- An Overview on the Use of Machine Learning Algorithms for Identifying Anomalies in Industrial Valves -- 1 Introduction -- 2 Methodology for Conducting the SLR -- 3 Summary of the Findings -- 4 Deeper Analysis of the Findings -- 4.1 Datasets -- 5 Conclusions, Limitations and Future Work -- References -- Framework for Real-Time Predictive Maintenance Supported by Big Data Technologies -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 4 Experiments and Results -- 4.1 Dataset -- 4.2 RUL Prediction -- 5 Conclusions -- References -- Emotional Evaluation of Open-Ended Responses with Transformer Models -- 1 Introduction -- 2 Related Work -- 3 Objectives -- 4 Proposed Method -- 4.1 Prompt Engineering -- 4.2 Use of GPT-3.5 -- 4.3 Use of SpaCy -- 5 Experiments and Results -- 5.1 Emotion Analysis -- 5.2 Polarity Analysis -- 6 Conclusions -- References -- Big Data Analytics in the Supply Chain: A Bibliometric Review of Scholarly Research from 2012 to 2023 -- 1 Introduction -- 2 Big Data Analytics in the Supply Chain -- 3 Methodology -- 4 Results -- 5 Discussion and Implications -- 6 Conclusions -- References -- Human-Machine Interface Based on Electromyographic (EMG) Signals Aimed at Limb Rehabilitation for Diabetic Patients -- 1 Introduction -- 2 State of Art -- 3 Justification of the Study -- 4 Materials and Methods -- 5 Results -- 6 Conclusion -- References -- Incidence Assessment of Diabetes by Delegation in the United Mexican States Applying the Multilayer Perceptron Neural Network -- 1 Introduction -- 2 Materials and Methods -- 2.1 Healthcare System -- 2.2 Use of Data with Neural Network -- 3 Results -- 4 Conclusion -- References -- Computer Networks, Mobility and Pervasive Systems.
Exploiting Physarum-Inspired Vacant Particle Transport Model to Redesign an Enterprise Network -- 1 Introduction -- 2 Background -- 3 Modeling Enterprise Network Redesign Through Vacant Particle Transportation Model -- 4 Computational Flow of the Proposed Redesign Process -- 5 Results and Discussion -- 5.1 Behavior of the Proposed Redesign Algorithm -- 6 Conclusion -- References -- Simulation of Autonomous Driving Systems for the City of Macas Using Matlab Driving Scenario Design App -- 1 Introduction -- 2 Methodology -- 3 Development -- 4 Results -- 5 Discussion -- 6 Conclusions -- References -- Efficient Implementation of a GNSS Base Station with RTK Receiver for Topography -- 1 Introduction -- 2 Materials and Methods -- 2.1 GNSS Devices -- 2.2 Programming and Configuration of Components -- 3 Results and Discussion -- 3.1 System Tests -- 3.2 Results Analysis -- 4 Conclusions -- References -- Refining Cyber Situation Awareness with Honeypots in Case of a Ransomware Attack -- 1 Introduction -- 2 Ransomware -- 2.1 Taxonomy of a Ransomware Attack -- 3 Capabilities of Honeypot Technology in Ransomware Detection -- 4 Construction -- 5 Results -- 6 Conclusion -- References -- Machine Learning for Forensic Occupancy Detection in IoT Environments -- 1 Introduction -- 2 Related Work -- 3 Study Description -- 3.1 Dataset -- 3.2 Exploratory Data Analysis -- 4 Outlier Detection and Treatment -- 4.1 Data Preprocessing -- 4.2 Data Normalization -- 4.3 Model Evaluation -- 5 Discussion of Results -- 6 Limitations -- 7 Conclusion -- References -- Advancing Cardiovascular Imaging: Deep Learning-Based Analysis of Blood Flow Displacement Vectors in Ultrasound Video Sequences -- 1 Introduction -- 2 Materials and Methods -- 2.1 Materials -- 2.2 Methods -- 2.3 Metrics -- 3 Experiment and Results -- 3.1 Region of Interest Selection Results. 3.2 Results of the Dense Optical Flow Automatic Annotation -- 3.3 Results of the DL Blood Displacement Vectors Estimation -- 4 Conclusion -- References -- Ethics, Computers and Security -- Artificial Intelligence Cyberattacks in Red Teaming: A Scoping Review -- 1 Introduction -- 2 Methodology -- 3 Results -- 3.1 Attack Methods -- 3.2 Attack Targets -- 3.3 Summaries -- 4 Conclusion -- References -- Third-Party Data Leaks in the Websites of Finnish Social and Healthcare Districts -- 1 Introduction -- 2 Previous Research -- 3 Methodology and Study Setting -- 4 Results -- 5 Discussion -- 6 Conclusions -- References -- A Model for Assessing the Adherence of E-Identity Solutions to Self-Sovereign Identity -- 1 Introduction -- 2 Methodology -- 3 A Model to Assess Self-Sovereign Identity Solutions -- 4 Assessment of VIDchain -- 5 Discussion of the Results -- 6 Limitations and Conclusions -- References -- S.O.S. - My Grandparents: Using the Concepts of IoT, AI and ML for the Detection of Falls in the Elderly -- 1 Introduction -- 2 The Study of Specialized Literature -- 3 Materials and Methods -- 4 Implementation, Results and Discussions -- 5 Conclusions -- References -- Ethics and Security in the Era of Big Data: Innovative Challenges and Educational Strategies -- 1 Introduction -- 2 Background -- 2.1 The Ethical Landscape -- 2.2 Human Nature Theory in IT Education -- 2.3 Developing Capabilities for Ethical IT Practice -- 2.4 Application of Ethical Theories to Big Data Challenges -- 2.5 Curricular Innovations for Ethical Big Data Use -- 3 Methodology -- 4 Results -- 4.1 Curriculum -- 4.2 Survey Results -- 4.3 Integration of Ethical Theories and Security Practices -- 4.4 Preparedness for Future Challenges -- 5 Discussion -- 6 Conclusions -- References -- Human-Computer Interaction. Farming and Automation. How Professional Visions Change with the Introduction of ICT in Greenhouse Cultivation -- 1 Introduction -- 2 Rationale -- 3 Related Work -- 4 Background -- 5 Theoretical Framework -- 6 The Interviews -- 6.1 Results -- 6.2 Discussion -- 7 Conclusions -- References -- Implementation Human-Computer Interaction on the Internet of Things Technologies: A Bibliometric Analysis -- 1 Introduction -- 2 Materials and Methods -- 2.1 Search Execution -- 3 Results and Discussion -- 3.1 General Information on the Domain -- 3.2 Annual Scientific Production in the Domain -- 3.3 Universities and Research Centers Are Prominent in the Domain -- 3.4 Productivity of Countries in the Domain -- 3.5 Thematic Evolution in the Domain -- 4 Conclusions -- References -- Sustainability and Usability Evaluation of E-Commerce Portals -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion and Conclusion -- References -- Who is Really Happier? Re-examining the Portrayal of Happiness on Social Media and the Persistence of Misperception -- 1 Introduction -- 2 Methodology -- 2.1 Participants and Procedure -- 2.2 Measures -- 3 Results -- 3.1 Descriptive Statistics -- 3.2 Correlations Amongst Self-reported Happiness, Perceived Happiness, Discrepancy of Happiness, Gender and Age -- 3.3 Gender and Age Variations in Self-reported and Perceived Happiness -- 3.4 Happiness Misperception in the Sample as a Whole -- 3.5 Happiness Misperception Across Gender Groups -- 3.6 Happiness Misperception Across Age Groups -- 3.7 Happiness Misperception Across Age and Gender -- 4 Discussion -- 5 Conclusion -- References -- Author Index. |
| Record Nr. | UNINA-9910857785103321 |
|
Rocha Álvaro
|
||
| Cham : , : Springer International Publishing AG, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 4
| Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 4 |
| Autore | Rocha Álvaro |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
| Descrizione fisica | 1 online resource (236 pages) |
| Altri autori (Persone) |
AdeliHojjat
DzemydaGintautas MoreiraFernando Poniszewska-MarańdaAneta |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-60224-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Information Technologies in Education -- Heuristics for Designing Pervasive Game Experiences in the Older Adult Population -- 1 Introduction -- 2 Background -- 2.1 Proposed Model: Pervasiveness Pyramid -- 3 Materials and Methods -- 3.1 Exploratory and Experimental Stage -- 3.2 Descriptive Stage -- 3.3 Correlational and Selection Stage -- 3.4 Specification Stage -- 4 Conclusions and Future Work -- Appendix A -- References -- Mental Stress Analysis During Visual- And Text-Based Language Learning by Measuring Heart Rate Variability -- 1 Introduction -- 2 Previous Work -- 2.1 Comparative Study of Visual- and Text-Based Language -- 2.2 Hybrid Languages -- 2.3 Gap Between Visual- and Text-Based Languages -- 2.4 Our Previous Research -- 3 Experimental Method -- 3.1 Experiment Participants -- 3.2 Web Service Used for Experiments -- 3.3 Tasks Used for Experiment -- 3.4 Equipment Used in Experiments -- 3.5 Experiment Flow -- 4 Experimental Result -- 5 Analysis -- 5.1 Test of Difference Between Group A and Group B -- 5.2 Test for Population Mean Difference -- 6 Conclusion and Future Work -- References -- The Challenges of Learning Assessment in the Age of Artificial Intelligence -- 1 Introduction -- 2 Methodology -- 3 Challenges of Learning Assessment -- 4 Conclusions -- 5 Limitations and Future Research -- References -- OqKay: A Semi-automatic System Approach to Question Extraction -- 1 Introduction -- 2 Related Works -- 3 Method -- 3.1 Proposed Process -- 3.2 "OqKay" Assessment -- 4 Results and Discussions -- 4.1 Strategies that Help Extract Issues -- 4.2 Teachers' Perceptions When Using the "OqKay" System to Extract Questions -- 5 Final Considerations -- References -- Building and Analyzing an Open Educational Resource Repository on the Inovaula Platform -- 1 Introduction.
2 Reuse of OER in Brazilian Education -- 3 Method -- 3.1 Repository Implementation -- 3.2 Resource Base Creation -- 3.3 OERR Usability Evaluation -- 4 Results -- 4.1 Concept Implementation -- 4.2 Usability Assessment -- 5 Conclusions and Future Work -- References -- L& -- D Model of Information Technology Application for Remote Teaching and Learning in Physical Education at Technical University -- 1 Introduction -- 2 Background and Related Work -- 3 Method -- 4 Results -- 4.1 Model Description -- 4.2 Approbation of the Model -- 4.3 Indicators -- 5 Discussion -- 6 Conclusions -- References -- Maximising Attendance in Higher Education: How AI and Gamification Strategies Can Boost Student Engagement and Participation -- 1 Introduction -- 2 Preliminary Literature Review -- 2.1 Gamification in Education -- 2.2 AI's Role in Revolutionizing Gamification in Education -- 3 Methodology -- 4 Discussion and Conclusion -- References -- Psychometric Properties of a Scale Designed to Assess Satisfaction and Continued Intention to Utilize E-learning Among Nutrition Sciences Students -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Discussion -- 5 Conclusion -- Annex -- Annex 1. Scale items and constructs in English (original) and Portuguese (translation). -- References -- Software Testing in Ecuadorian University Education: A Debt to the Software Industry -- 1 Introduction -- 2 Background -- 3 Methodology -- 3.1 Research Questions -- 3.2 Survey Design -- 3.3 Population, Sample and Data Collection -- 3.4 Threats to Validity -- 4 Execution and Results -- 4.1 General Characteristics of the Respondents -- 4.2 RQ1: How is the Current State of Knowledge Related to Software Testing in Basic and Intermediate Level University Students Who Study Careers Related to Computer Science Prior to Taking the Subject Corresponding to Software Testing?. 4.3 RQ2: Do Teachers of Subjects Related to Programming Use Theoretical and Practical Arguments During Teaching with the Use of Automated Software Testing Tools? -- 4.4 RQ3: Are Upper-Level University Students Motivated to Put Software Testing into Practice as Part of an Indispensable Culture in Software Development in the Industry? -- 5 Conclusions and Discussion -- References -- Examining the Digital Gap: Pre-service Teachers' Needs and Expectations -- 1 Introduction -- 2 Methodology -- 3 Results -- 3.1 Question 1 -- 3.2 Question 2 -- 4 Discussion and Implications -- 5 Limitations -- 6 Conclusion -- References -- Empowering the Teaching and Learning of Geometry in Basic Education by Combining Extended Reality and Machine Learning -- 1 Introduction -- 2 Literature Background on the Use of Extended Reality and Machine Learning on Education -- 3 Proposed Conceptual Model -- 4 Prototype Developed -- 4.1 Technologies Used -- 4.2 Features Implemented -- 4.3 Ongoing and Future Development -- 5 Conclusion -- References -- (Re)thinking Teacher Training in the Digital Age: Teacher Training Models for Online Practice -- 1 Introduction -- 2 Methodology -- 3 Teacher Training Models -- 4 Conclusions -- References -- Gender Bias in Tech - Young People's Perception of STEM in Portugal -- 1 Methodology - Systematic Literature Review -- 2 Systematic Literature Review -- 3 Data Collection and Processing -- 4 Survey Design -- 5 Survey Data -- 6 Data Preparation with Power Query and Power BI -- 7 Data Analysis -- 8 Discussion of Results -- 9 Comparing with Related Works -- 10 Conclusion -- References -- Digital Technology in Higher Education: Exponential Function Case -- 1 Introduction -- 2 The Mathematical Working Space (MWS) -- 3 The Task -- 4 Analysis of Expected Mathematical Production -- 5 Conclusions -- References. Adapting Traditional Whiteboarding for Remote Education Using Real-Time Handwritten Content Detection System -- 1 Introduction -- 2 Related Work -- 3 System Architecture -- 3.1 Design Constraints -- 3.2 Content Detector -- 3.3 User Applications -- 4 Conclusions -- References -- Studies at a Specialized University in the Post-pandemic Period from the Students' Point of View: New Realities and Challenges -- 1 Introduction -- 2 Studies in the Post-pandemic Era -- 3 Post-pandemic Studies in Higher Education Institutions of Health Sciences -- 4 Studies at a Specialized University in the Post-pandemic Period from the Students' Point of View -- 5 Conclusions -- References -- Participating Elementary School Children in UI Design Process of Learning Environment: Case KidNet -- 1 Introduction -- 2 Related Research -- 3 Research Approach -- 3.1 Case Study Description -- 3.2 Case Study Protocol -- 3.3 Case Study Implementation -- 4 Results -- 4.1 Illustrations of UI Designs -- 4.2 Comparison of UI Designs -- 5 Discussion -- 6 Conclusion and Future Work -- References -- Analyzing University Dropout Rates Using Bayesian Methods: A Case Study in University Level in Mexico -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Dataset -- 3.2 Procedure -- 3.3 Data Processing and Transformation -- 3.4 Model to Identify School Dropout Patterns -- 3.5 School Dropout Web Platform -- 4 Results -- 5 Discussion and Conclusion -- References -- Cloud Computing Platforms to Improve Shuar Chicham Writing Skills -- 1 Introduction -- 2 Context -- 2.1 Collaborative Learning -- 2.2 E - Writing -- 2.3 Alfresco -- 2.4 Redbooth -- 3 Results -- 4 Conclusions -- References -- Beyond the Screen: Exploring Students' Views on Social Media's Impact in Education -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Rationale for Methodology Selection. 3.2 Data Collection Procedure -- 3.3 Participant Recruitment and Data Collection -- 4 Findings -- 4.1 Attention and Collaboration -- 4.2 Social Media and Collaboration for Academic Work -- 4.3 Choice of Social Media Platforms -- 5 Discussions -- 5.1 How Does the Frequency and Purpose of Social Media Use Influence Students' Academic Attention, Motivation Influenced by Self-Regulation? -- 5.2 How Does Social Media Facilitate Collaboration Among Students, Including Group Project Coordination, Knowledge Sharing, and Peer-To-Peer Learning, and How Does This Collaboration Impact Students' Academic Outcomes? -- 5.3 What Factors Influence Students' Preferences for Specific Social Media Platforms for Academic Purposes? -- 6 Conclusion -- References -- Information Technologies in Radiocommunications -- Radio Coverage Analysis for a Mobile Private Network -- 1 Introduction -- 2 Propagation Models -- 2.1 The ITU-R 1225 Propagation Model -- 2.2 The ITU-R 528-3 Propagation Model -- 2.3 The ITU-R P.2001-4 Propagation Model -- 2.4 The ITU-R 1546-6 Propagation Model -- 2.5 The ITU-R 525/526-11 Propagation Model -- 2.6 The M.2412 UMa Propagation Model -- 3 Implementation of the Private Mobile Network -- 3.1 Limitations of the Implemented MPN -- 4 Results and Analysis -- 5 Conclusion and Future Work -- References -- Tunable Reflector/Absorber Surfaces for Next Generation Wireless Communication Systems -- 1 Introduction -- 2 Switchable Reflector/Absorber Meta-surface Unit Cell -- 2.1 Unit Cell Layout and Principle of Operation -- 2.2 Unit Cell Characterization -- 3 Conclusion -- References -- Author Index. |
| Record Nr. | UNINA-9910857786603321 |
|
Rocha Álvaro
|
||
| Cham : , : Springer International Publishing AG, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 2
| Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 2 |
| Autore | Rocha Álvaro |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
| Descrizione fisica | 1 online resource (293 pages) |
| Altri autori (Persone) |
AdeliHojjat
DzemydaGintautas MoreiraFernando Poniszewska-MarańdaAneta |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-60218-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Intelligent and Decision Support Systems -- MAGNAT: Maritime Management Ensemble Learning System -- 1 Introduction -- 2 Related Work -- 3 MAGNAT -- 3.1 Principle -- 3.2 Model Architecture Design -- 3.3 Intelligent Aggregation -- 4 Performance Evaluation -- 5 Discussions -- 6 Conclusion -- References -- Stock Market Prediction: Integrating Explainable AI with Conv2D Models for Candlestick Image Analysis -- 1 Introduction -- 1.1 Objectives of the Research -- 2 Related Work -- 3 Method -- 4 Experiments and Results -- 4.1 Dataset -- 4.2 Model Architecture -- 4.3 Explainable AI Techniques -- 4.4 Evaluation Metrics -- 4.5 Experimental Design -- 4.6 Model Training and Accuracy -- 5 Discussion -- 5.1 Explainability -- 5.2 Insights Gained -- 5.3 Limitations and Future Work -- 6 Conclusion -- References -- Resources Optimization and Value-Based Prioritization for at Risk Cultural Heritage Assets Management -- 1 Introduction -- 2 Literature Review -- 3 Optimization of the Rescue and Recovery Process for Cultural Heritage Assets -- 4 Results and Discussion -- 5 Conclusion -- References -- Expert Systems in Information Security: A Comprehensive Exploration of Awareness Strategies Against Social Engineering Attacks -- 1 Introduction -- 2 Social Engineering -- 2.1 Social Engineering Attacks -- 3 Snowball: Strategy -- 4 Results -- 4.1 Summary Introduction to Results -- 4.2 Overview of Seed Articles -- 5 Discussion -- 6 Conclusion -- 7 Recommendations for Future Research -- References -- Multi-class Model to Predict Pain on Lower Limb Intermittent Claudication Patients -- 1 Introduction -- 2 Case Study -- 2.1 Feature Extraction and Correlation -- 2.2 Pain Prediction Models -- 3 Results -- 3.1 Classification Tree Models -- 3.2 7-Nearest Neighbors Models -- 4 Discussions -- 5 Conclusions and Future Work -- References.
Collaborative Filtering Recommendation Systems Based on Deep Learning: An Experimental Study -- 1 Introduction -- 2 Deep Learning-Based Recommender System -- 2.1 Deep Learning-Based Collaborative Filtering Recommender Systems -- 2.2 Deep Learning Models -- 2.3 Challenges of Collaborative Filtering Recommender Systems Based on Deep Learning -- 3 Results -- 3.1 Experimentl Setup -- 3.2 Experimental Results -- 4 Conclusions and Future Work -- References -- Assessment of LSTM and GRU Models to Predict the Electricity Production from Biogas in a Wastewater Treatment Plant -- 1 Introduction -- 2 Material and Methods -- 3 Experiments -- 4 Results and Discussion -- 5 Conclusions -- References -- Fusing Temporal and Contextual Features for Enhanced Traffic Volume Prediction -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Dataset -- 3.2 Data Preprocessing -- 3.3 LSTM for Traffic Data Prediction -- 3.4 LSTM and Categorical Features Integration in a Hybrid Neural Network -- 3.5 Evaluation Metrics -- 4 Experimental Results -- 4.1 Training -- 4.2 Performance Comparison for Traffic Volume Prediction -- 4.3 Feature Influence Analysis -- 5 Conclusion and Future Work -- References -- Target-vs-One and Target-vs-All Classification of Epilepsy Using Deep Learning Technique -- 1 Introduction -- 2 Epilepsy Seizure and Computational Techniques -- 2.1 Epilepsy Seizure (ES) -- 2.2 Computational Techniques to Classify the ES -- 3 Propose Framework and Evaluation Setup -- 3.1 Subject Dataset and Preprocessing -- 3.2 Model Evaluation Setup -- 3.3 TvO Strategy for ES Using Deep Learning -- 3.4 TvA Strategy for ES Using Deep Learning -- 4 Results and Discussion -- 5 Conclusion -- References -- Health Informatics -- OralDentalSoft: Open-Source Web Application for Dental Office Management -- 1 Introduction -- 2 Related Work. 3 Description of the Proposed Methodology for Open-Source Development: OSCRUM -- 4 Case Study -- 5 Case Study Results -- 6 Discussion of Results -- 7 Conclusion and Future Work -- References -- A Scoping Review of the Use of Blockchain and Machine Learning in Medical Imaging Applications -- 1 Introduction -- 2 Methods -- 3 Results -- 3.1 Studies' Selection -- 3.2 Demographic Characteristics -- 3.3 Purposes of the Studies -- 3.4 Experimental Characteristics of the Studies -- 4 Discussion and Conclusion -- References -- The Role of Electronic Health Records to Identify Risk Factors for Developing Long COVID: A Scoping Review -- 1 Introduction -- 2 Methods -- 3 Results -- 3.1 Studies' Selection -- 3.2 Geographical Distribution -- 3.3 Studies' Design -- 3.4 Risk Factors -- 4 Discussion -- 5 Conclusion -- References -- Machine Learning Approaches to Support Medical Imaging Diagnosis of Pancreatic Cancer - A Scoping Review -- 1 Introduction -- 2 Methods -- 2.1 Databases Search -- 2.2 Inclusion and Exclusion Criteria -- 2.3 Selection Procedures -- 2.4 Synthesis and Reporting -- 3 Results -- 3.1 Selection Process -- 3.2 Demographic Characteristics of the Included Studies -- 3.3 Experimental Characteristics of the Included Studies -- 4 Discussion -- 5 Conclusion -- References -- Virtual Reality in the Pain Management of Pediatric Burn Patients, A Scoping Review -- 1 Introduction -- 2 Methods -- 3 Results -- 3.1 Selection of the Studies -- 3.2 Geographical Distribution -- 3.3 Studies' Design and Participants -- 3.4 VR Interventions -- 3.5 Clinical Outcomes -- 4 Discussion and Conclusion -- References -- Defining the "Smart Hospital": A Literature Review -- 1 Introduction -- 2 Literature Review -- 2.1 Theoretical Background -- 2.2 Smart Hospital Equipment and Systems -- 2.3 Smart Hospital Services -- 3 A Comparison of Terms -- 3.1 Agile Hospital. 3.2 Green Hospital -- 3.3 Hybrid Hospital -- 4 Conclusions and Future Thoughts -- References -- Deep Learning for Healthcare: A Web-Microservices System Ready for Chest Pathology Detection -- 1 Introduction -- 2 Related Work -- 3 Methods -- 3.1 Front-End Development -- 3.2 Back-End Development -- 3.3 AI Model Integration and Pathology Prediction -- 4 Results -- 4.1 Performance Evaluation of the Model -- 4.2 AI Explainability Integration -- 5 Discussion -- 6 Conclusions -- 7 Future Works -- References -- Risk Factors in the Implementation of Information Systems in a Federal University Hospital -- 1 Introduction -- 2 Related Work -- 3 Theoretical Framework -- 3.1 Information Technology Risk -- 3.2 Hospital Information System -- 3.3 Implementation of the Management Application for University Hospitals - AGHU -- 3.4 Description of the Risk Factors Identified in the Literature and Presented by Santos et al. (2020) -- 4 Methodology -- 5 Results -- 5.1 Profile of Specialists by Length of Service -- 5.2 Risk Factor (FR1): Change of Environment -- 5.3 Risk Factor (FR2): Difficulty in Using the System -- 5.4 Risk Factor (FR3): Data Manipulation Failure -- 5.5 Risk Factor (FR4): Lack of Resources -- 5.6 Risk Factor (FR5): Emergence of New Requirements -- 5.7 Risk Factor (FR6): Installation Problem -- 5.8 Risk Factor (FR7): Crashing and Restart Issues -- 5.9 Risk Factor (FR8): Testers Don't Do a Good Job -- 5.10 Risk Factor (RF9): Effect on the Environment -- 5.11 Risk Factor (FR10): Too Many Software Failures -- 5.12 Risk Factor (FR11): User's Resistance to Change -- 5.13 Other Risk Factors Identified -- 5.14 Relative Frequency by Response Category -- 5.15 Degree of Agreement of Answers -- 5.16 TreeMap: Percentage of Comparison of the Risk Factors Found in the Literature in Relation to the Risk Factors Identified in the Implementation of the AGHU. 6 Conclusion -- References -- The Challenges of Blockchain in Healthcare Entrepreneurship -- 1 Introduction -- 2 Theories and Concepts -- 3 Applications of Blockchain to Entrepreneurial Health Projects -- 4 Challenges -- 5 Discussion -- 6 Conclusion and Further Research -- References -- Determinants Associated with Treatment Discontinuation in Tacna Health Network Tuberculosis Patients -- 1 Introduction -- 2 Method -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- Comprehensive Analysis of Feature Extraction Methods for Emotion Recognition on Motor Imagery from Multichannel EEG Recordings -- 1 Introduction -- 2 Related Work -- 3 Background and Theory -- 3.1 Notch Filtering -- 3.2 High-Pass Filtering -- 3.3 Down-Sampling Filter -- 3.4 CAR Montage Filter -- 3.5 Statistical Features -- 3.6 Wavelet Analysis Features -- 3.7 Higher Order Spectra Features -- 3.8 Hjorth Features -- 3.9 Fractal Dimension Features -- 3.10 GSVM Classifier -- 3.11 CART Classifier -- 4 Methodology -- 4.1 Dataset -- 4.2 Design -- 4.3 Implementation -- 5 Experiments and Results -- 5.1 Experimental Setup -- 5.2 Evaluation Metrics -- 5.3 Results -- 6 Discussion -- 7 Conclusion -- References -- Control of Respiratory Ventilators Using Boussignac Valve -- 1 Introduction -- 2 Model of Respirator-Human Interaction Using Boussignac Valve Simulator -- 2.1 Model of the Boussignac Valve and Control System -- 2.2 Compartment Model of Lung -- 2.3 System Control Based on Boussignac Valve -- 3 Conclusion -- References -- Deep Learning Brain MRI Segmentation and 3D Reconstruction: Evaluation of Hippocampal Atrophy in Mesial Temporal Lobe Epilepsy -- 1 Introduction -- 2 Subjects and MR Imagining -- 3 Proposed Approach for the 2D Image Segmentation and 3D Objects Asymmetry Analysis -- 3.1 Preprocessing and Data Augmentation -- 3.2 Post-processing. 3.3 Hippocampus Volume and Asymmetry Index Computing. |
| Record Nr. | UNINA-9910857787303321 |
|
Rocha Álvaro
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| Cham : , : Springer International Publishing AG, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 6
| Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 6 |
| Autore | Rocha Álvaro |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
| Descrizione fisica | 1 online resource (394 pages) |
| Altri autori (Persone) |
AdeliHojjat
DzemydaGintautas MoreiraFernando Poniszewska-MarańdaAneta |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-60328-1 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- 1st Workshop on Data Privacy and Protection in Modern Technologies -- GDPR-Compliant Data Breach Detection: Leveraging Semantic Web and Blockchain -- 1 Introduction -- 2 Related Work -- 3 Use Case Scenario -- 3.1 System Design and Methodology -- 4 Conclusion and Future Works -- References -- Leveraging Blockchain Technologies for Secure and Efficient Patient Data Management in Disaster Scenarios -- 1 Introduction -- 2 Our Contributions -- 3 State of the Art Related Studies -- 4 Proposed Solution -- 4.1 System Model -- 4.2 System Model Bringing Blockchain into the Use Case -- 5 Challenges (1/3) -- 5.1 Preventing the Pharmacy from Reading Patient's Sensitive Data While Preserving the Correctness of Drug Assignments: -- 5.2 Disallow the Patient to Assign Drugs -- 5.3 Design a Blockchain Based System that Can Welcome New Patients: -- 5.4 Hyperledger Fabric Network Topology and Configuration -- 5.5 Overview and Workflow of the Chaincode: -- 6 Conclusion and Future Works -- References -- Oracles in Blockchain Architectures: A Literature Review on Their Implementation in Complex Multi-organizational Processes -- 1 Introduction -- 2 Methodology -- 2.1 Systematic Review Design -- 2.2 Identification of Sources -- 3 Results -- 3.1 Types of Oracles -- 3.2 Limitations of Oracles -- 3.3 Strengths of Oracles -- 4 Discussion -- 4.1 Essential Characteristics of Blockchain Oracles for Facilitating Complex Multi-organizational Processes. -- 4.2 Impact of Oracle Characteristics on Blockchain Information Integrity. -- 4.3 Differential Oracle Characteristics: Process Type and Organization Influence. -- 4.4 Challenges and Solutions in Deploying Complex Processes in Multi-organizational Blockchain Architectures. -- 5 Conclusions -- References -- 1st Workshop on Railway Operations, Modeling and Safety.
Cost Effective Predictive Railway Track Maintenance -- 1 Introduction -- 2 Theoretical Background -- 2.1 The Effect of the Substructure on Maintenance Costs -- 3 Research and Data Model -- 3.1 Data Simulation -- 3.2 Prediction Model -- 4 Results -- 5 Discussion -- 5.1 Limitations and Future Research -- 5.2 Concluding Remarks -- References -- 3rd Workshop on Digital Marketing and Communication, Technologies, and Applications -- The Impact of Using Digital Platforms and Sharing Online Experiences on the Reputation of a Company -- 1 Introduction -- 2 Literature Review -- 3 Methodology and Data Analysis -- 4 Results -- 5 Conclusions -- References -- Activating a Brand Through Digital Marketing: The Case of 'Os Bonitos' -- 1 Introduction -- 2 Literature Review -- 2.1 Brand -- 2.2 Digital Marketing -- 2.3 Digital Brand Activation -- 3 Research Methodology -- 4 Analysis and Discussion of Results -- 5 Conclusions -- References -- Social Marketing Importance for the Sustainability of Third Sector Organizations -- 1 Introduction -- 2 Theoretical Framework -- 3 Methodology -- 4 Results and Discussion -- 5 Conclusions -- References -- The Impact of Process Automation on Employee Performance -- 1 Introduction -- 2 Literature Review -- 2.1 Characterization of the Automotive Industry at National Level -- 2.2 Organizational Processes -- 2.3 Business Intelligence -- 2.4 Corporate Performance Management -- 3 Methodology -- 3.1 Research Objectives -- 4 Analysis and Discussion of Results -- 4.1 Characterization of the Sample -- 4.2 Descriptive Analysis of the Dimensions -- 5 Conclusions, Limitations, and Future Work -- References -- Effect of Social Media on Workplace Procrastination Among Employees in Bosnia and Herzegovina -- 1 Introduction -- 2 The Phenomenon of Procrastination and Social Media -- 3 Data and Method -- 4 Research Findings -- 5 Discussion. 6 Conclusion -- References -- Challenges of Using E-commerce in Bosnia and Herzegovina from the Perspective of Online Store Owners -- 1 Introduction -- 2 Methodology and Sample Structure -- 3 Presentation of Empirical Research Findings -- 4 Conclusion -- References -- Analyzing São Paulo's Place Branding Positioning in Promotional Videos (2017-2019) -- 1 Introduction -- 2 Methods -- 3 Promotional Video: São Paulo - Embracing Multiculturalism -- 4 Video: Embrace São Paulo -- 5 Video: How Not to Love São Paulo -- 6 Conclusions -- References -- The Influence of TikTok in Portuguese Millennials' Footwear Consumer Behaviour -- 1 Introduction -- 2 Theoretical Framework -- 2.1 The Rise and Power of TikTok -- 2.2 TikTok's Influence on Consumer Behavior -- 2.3 Millennials as Consumers -- 3 Methodology -- 3.1 Research Questions and Objectives -- 3.2 Methods, and Strategies -- 3.3 Survey -- 3.4 Focus Group -- 4 Results -- 4.1 Results from the Survey -- 5 Discussion -- 5.1 Addressing the Research Questions -- 6 Conclusions -- 7 Managerial Implications, Main Limitations, and Further Possibilities -- References -- 4th Workshop on Open Learning and Inclusive Education Through Information and Communication Technology -- Promoting Inclusion in the Brazilian Educational Scenario: Actions for Teacher Training -- 1 Introduction -- 2 Theoretical Foundations -- 2.1 Inclusion in the Brazilian Context -- 2.2 Disabilities -- 2.3 Teacher Training About Inclusion -- 2.4 Related Works -- 3 Methodology -- 4 Results About Teacher Training in the Brazilian Context -- 4.1 Actions to Promote the Inclusion of Elderly People in the Educational Context -- 4.2 Actions to Promote Knowledge About Accessibility in the Context of Higher Education -- 4.3 Actions to Promote the Inclusion of Students with Visual Impairments -- 4.4 Actions to Promote the Inclusion of Students with ASD. 4.5 Actions to Check for Signs of Neurodevelopmental Disorders in Early Childhood Children -- 5 Conclusions -- References -- 1st Workshop on Environmental Data Analytics -- Impact of Preprocessing Using Substitution on the Performance of Selected NER Models - Methodology -- 1 Introduction -- 2 Concept of Pseudo Word Substitution -- 3 Methodology -- 3.1 Data -- 3.2 Replacing Words with Pseudo Words -- 3.3 Model Training -- 3.4 Performing a Test Scenario -- 3.5 Performance Evaluation -- 3.6 Experiment Limitations -- 4 Conclusion -- References -- Correlation n-ptychs of Multidimensional Datasets -- 1 Introduction -- 2 Correlation n-ptychs Nested in Multidimensional Datasets -- 3 Pattern Recognition in Renewable Energy Dataset with the Use of Correlation n-ptychs -- 4 Conclusion -- References -- Performance Analysis of the Data Aggregation in the Oracle Database -- 1 Introduction -- 2 SQL Statement Execution -- 3 Problem -- 4 Proposed Solutions and Enhancements -- 5 Computational Study -- 6 Results and Conclusions -- References -- BipartiteJoin: Optimal Similarity Join for Fuzzy Bipartite Matching -- 1 Introduction -- 2 Related Work -- 3 Optimal Count Q-Gram Filter -- 4 Approximate Count Q-Gram Filter -- 5 Experiments -- 6 Conclusion -- References -- Scalable Similarity Joins for Fast and Accurate Record Deduplication in Big Data -- 1 Introduction -- 2 Related Work -- 3 Problem Formulation -- 4 Self-Join in Similarity Space -- 4.1 Optimal Count Q-Gram Filter -- 4.2 Approximate Count Q-gram Filter -- 5 Experiments -- 6 Conclusion -- References -- Impact of Preprocessing Using Substitution on the Performance of Selected NER Models - Results -- 1 Introduction -- 2 Concept of Pseudo Word Substitution -- 3 Methodology -- 3.1 Data -- 3.2 Models Implementations -- 3.3 Replacing Words with Pseudo Words -- 3.4 Test Scenarios -- 3.5 Evaluation -- 4 Results. 5 Discussion and Conclusions -- References -- Oracle APEX as a Tool for Data Analytics -- 1 Introduction -- 2 Oracle APEX and Cloud Integration -- 2.1 Oracle APEX Overview -- 2.2 Oracle Cloud Integration -- 2.3 Oracle Autonomous Database -- 2.4 Oracle Cloud Infrastructure Services -- 3 Climate Anomaly Detection Application -- 3.1 Climate Anomaly Detection Principle -- 3.2 Receiving and Loading Climate Data -- 3.3 Showcase of Climate Anomaly Detection Application -- 4 Conclusion -- References -- Phishing Webpage Longevity -- 1 Introduction -- 2 Data Collection Approach -- 2.1 Solution for Collecting the Phishing Webpages Status -- 3 Data Preparation -- 3.1 Confirmed Phishing URLs -- 3.2 Time-Delay Impact -- 3.3 Duplicate Records Removal -- 3.4 Adjustment of Status for Small Pages -- 4 Phishing Webpages Longevity Analysis -- 4.1 Longevity During the First Ten Minutes -- 4.2 Longevity Within First Two Weeks -- 4.3 Longevity Within Months -- 4.4 Volatility of Ratio Between Active and Inactive Webpages -- 4.5 Ratio of Active Webpages by the Source Data Feed -- 4.6 Median and Mean Lifespan of Active Webpage -- 5 Summary -- References -- 1st Workshop on AI in Education -- A Conceptual Architecture for Building Intelligent Applications for Cognitive Support in Dementia Care -- 1 Introduction -- 2 Methodology -- 2.1 Dementia Overview -- 2.2 Information Systems for Mental Diseases -- 2.3 Brain and Cognitive Games -- 3 Conceptual Architecture for Cognitive Support in Dementia Care -- 3.1 Functional Requirements -- 3.2 Conceptual Architecture -- 3.3 Prototype -- 4 Conclusion -- References -- 1st Workshop on Artificial Intelligence Models and Artifacts for Business Intelligence Applications -- Improving Customer Service Through the Use of Chatbot at Enma Spa Huancayo, Peru -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Results and Discussion. 5 Conclusions. |
| Record Nr. | UNINA-9910861098203321 |
|
Rocha Álvaro
|
||
| Cham : , : Springer International Publishing AG, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 5
| Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 5 |
| Autore | Rocha Álvaro |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing AG, , 2024 |
| Descrizione fisica | 1 online resource (326 pages) |
| Altri autori (Persone) |
AdeliHojjat
DzemydaGintautas MoreiraFernando Poniszewska-MarańdaAneta |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-60227-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Organizational Models and Information Systems -- Implementing Scaled Agile Framework Methodology Principles in the Quality Assurance Process -- 1 Introduction -- 2 Literature Review -- 3 Structured Methodology for Implementing SAFe Principles in QA -- 3.1 Area 1 - Team Increment -- 3.2 Area 2 - System Increment -- 3.3 Area 3 - Solution Increment -- 3.4 Area 4 - Release Increment -- 4 Implementing SAFe Principles in QA - Case Study -- 4.1 Area 1 - Team Increment -- 4.2 Area 2 - System Increment -- 4.3 Area 3 - Solution Increment -- 4.4 Area 4 - Release Increment -- 5 Discussion -- 6 Conclusion -- References -- Using Knowledge Graph and KD-Tree Random Forest for Image Retrieval -- 1 Introduction -- 2 Related Works -- 3 Proposed Theoretical -- 3.1 A KD-Tree Random Forest for Visual Relationship Classification -- 3.2 Process of Building Relationship Graph -- 3.3 Process of Building Knowledge Graph -- 4 A Model of Proposed Image Retrieval -- 5 Experiment and Evaluate Results -- 6 Conclusion and Development Orientation -- References -- Blockchain in the Portuguese Public Electronic Service -- 1 Introduction -- 2 Blockchain in Portuguese Electronic Service -- 3 Method and Strategic Areas -- 3.1 Spatial -- 3.2 Demography -- 3.3 Health -- 3.4 Water -- 3.5 Energy -- 3.6 Mobility -- 3.7 Climate and Meteorology -- 4 Discussion -- 5 Conclusion -- References -- Social Media Use: How Does Critical Consumption of News Impact Voting Persuasion in Angola? -- 1 Introduction -- 2 Political Participation -- 3 Hypotheses Development -- 3.1 Critical Consumption and News Exposure -- 3.2 News Exposure and Voting Persuasion -- 3.3 Age and Voting Persuasion -- 4 Methodology -- 5 Results -- 5.1 Multigroup Analysis -- 6 Discussion -- 7 Conclusions -- References.
Exploring the Performance of Large Language Models for Data Analysis Tasks Through the CRISP-DM Framework -- 1 Introduction -- 2 Literature Review -- 2.1 CRISP-DM -- 2.2 Large Language Models -- 3 Methodology -- 4 Results -- 4.1 Discussion -- 4.2 Main Contributions -- 5 Conclusion -- References -- An Exploratory Big Data Approach to Understanding Commitment in Projects -- 1 Introduction -- 2 Review of Literature -- 3 Research Methodology -- 4 Findings -- 5 Future Research Directions -- 6 Conclusion -- References -- Low-Cost System for Monitoring Water Quality Parameters in Lentic and Lotic Ecosystems -- 1 Introduction -- 2 State of the Art -- 3 Requirements Analysis -- 4 Implementation -- 5 Simulation and Testing -- 6 Conclusions and Future Work -- References -- A Unified Approach to Real-Time Public Transport Data Processing -- 1 Introduction -- 2 Transport Systems Structure Modeling -- 3 Proposed Solution -- 4 Results and Evaluation -- 5 Discussion -- 6 Conclusion -- References -- Proportional Integral and Derivative Auto Tuning of Industrial Controllers Using the Relay Feedback Method -- 1 Introduction -- 2 Methodology -- 2.1 Data Collection -- 2.2 Generation of the Mathematical Model of the Level Process -- 3 Analysis and Results -- 4 Conclusions -- References -- Reinforcement Learning for Process Mining: Business Process Optimization -- 1 Introduction -- 2 Data Description -- 2.1 Event Log Structure -- 2.2 Select a Bottleneck State -- 2.3 Apply the Absorption State Effect -- 2.4 Generate the Source and Target Activities from the Log Event -- 2.5 Eliminate Short-Path Cases and Calculate the Transition Probability -- 3 Methodology -- 3.1 Q-Learning Algorithm -- 3.2 Deep Q-Network Algorithm -- 4 Results -- 5 Conclusion -- References -- SAMSEF: An Agile Software Maintenance Leveraging Scrum Framework for Improved Efficiency and Effectiveness. 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Empirical Study -- 3.2 Proposed Framework -- 3.3 Case Study -- 4 Findings -- 5 Conclusion -- References -- Software and Systems Modeling -- Distribution of Invalid Users on an SSH Server -- 1 Introduction -- 2 Theory -- 3 Methods -- 4 Dataset -- 5 Model Development -- 6 Results -- 7 Security Solution -- 8 Discussion and Conclusions -- References -- BERT Transformers Performance Comparison for Sentiment Analysis: A Case Study in Spanish -- 1 Introduction -- 1.1 General Objective -- 1.2 Specific Objectives -- 2 Background -- 2.1 Encoder -- 2.2 Decoder -- 2.3 Attention -- 2.4 BERT Versions -- 3 Related Works -- 4 Experimentation -- 5 Analysis of the Results -- 6 Conclusions -- References -- Open Software Catalogue - Supporting the Management of Research Software -- 1 Introduction -- 2 Background -- 3 Research Software -- 3.1 Issues and Problems -- 4 Overview of Existing Solutions -- 5 Open Software Catalogue -- 5.1 Solution -- 6 Conclusions -- References -- Semantic Analysis of API Blueprint and OpenAPI Specification -- 1 Introduction -- 2 Research Overview -- 2.1 Technological Background -- 2.2 Related Work -- 3 Implementation -- 3.1 Semantic Analysis -- 3.2 Mapping of apib to oas -- 4 Evaluation and Discussion -- 5 Conclusion -- References -- Classification Model for the Detection of Anxiety in University Students: A Case Study at UNMSM -- 1 Introduction -- 2 Background and Related Work -- 3 Methodology -- 3.1 Data Preparation -- 3.2 Preprocessing -- 3.3 Training -- 3.4 Hyperparameter Setting -- 4 Analysis and Interpretation of Results -- 5 Discussion -- 6 Ethical Considerations -- 7 Conclusions and Future Works -- References -- Synergizing First-Principles and Machine Learning: Predicting Steel Flatness in the Era of Digital Twins and Physics-Informed Intelligence -- 1 Introduction. 2 Basics of Strip Flatness -- 3 Digital Twin System -- 4 Flatness Prediction Algorithm -- 4.1 First Principle Models -- 4.2 Resulting Prediction Model -- 4.3 Sensitivity Analysis -- 5 Summary -- References -- Software Systems, Architectures, Applications and Tools -- Solving the Relational Data Access Problem with Data Access Services -- 1 Introduction -- 2 Data Access Services -- 2.1 Query Service -- 2.2 Command Service -- 2.3 Repository Service -- 3 Reference Engine -- 3.1 Service Builder -- 3.2 Service Engine -- 4 Complexity Scale -- 5 Complexity Test -- 5.1 Test Service -- 5.2 Test Result -- 6 Advantages -- 7 Summary -- References -- Baseline Proposal of User Experience Practices in the Software Engineering Process: Global MVM Case -- 1 Introduction -- 2 Methodology -- 3 Background -- 4 Solution -- 4.1 Diagnostic -- 4.2 Baseline Construction -- 5 Results -- 5.1 Expert Evaluation -- 5.2 Validation of UX Practices -- 6 Conclusions -- References -- Exploring the Convolutional Neural Networks Architectures for Quadcopter Crop Monitoring -- 1 Introduction -- 2 Literature Review -- 3 Materials and Methods -- 4 Results and Findings -- 5 Conclusion -- References -- The State of Smalltalk to Java Transformation: Approaches Review -- 1 Introduction -- 2 About Languages -- 2.1 Smalltalk -- 2.2 Java -- 2.3 Language Differences -- 3 Previous Work -- 3.1 Foundations -- 3.2 Transformation via Translation -- 3.3 Alternative Solutions -- 4 Comparisons -- 5 Conclusion -- References -- A Self-adaptive HPL-Based Benchmark with Dynamic Task Parallelism for Multicore Systems -- 1 Introduction -- 2 Background -- 2.1 Linpack Benchmark -- 2.2 Eigen Library -- 3 Related Work -- 4 SA-HPL for Multicore Systems -- 5 Experiments and Evaluations -- 5.1 Baseline and Self-adaptive Scheduling -- 6 Conclusion and Future Work -- References. Computer Systems Analysis Focused on the Detection of Violence Against Women: Challenges in Data Science -- 1 Introduction -- 1.1 Study Contribution -- 2 Materials and Methods -- 2.1 Research Questions -- 2.2 Selection Criteria -- 2.3 Inclusion Criteria -- 2.4 Exclusion Criteria -- 3 Results -- 3.1 Analysis of Relevant Findings -- 4 Discussion -- 5 Conclusions -- References -- Azure Kubernetes Services WebRouting AddOn -- 1 Introduction -- 2 Azure Kubernetes Services -- 2.1 General Kubernetes Concepts -- 2.2 Azure Kubernetes Services and NGINX Ingress Controller -- 2.3 Other Azure Concepts -- 3 Experimental Setup and Benefits -- 4 Web Application with WebRouting AddOn -- 4.1 User Experience -- 4.2 Web Application Routing Deployment -- 4.3 Grant Permission for Web Application Routing -- 4.4 Demo Start -- 5 Conclusions -- References -- Clustering and Optimization Algorithms to Enable Reliable 6G Mobile Molecular Communications -- 1 Introduction -- 2 State of the Art on Mobile Molecular Communications -- 3 Achieving Reliable Massive Mobile Molecular Communications -- 3.1 Evaluation of the Distribution and Position of Biomachines -- 3.2 Identity Management and Tracking: Reliable Communications -- 4 Experimental Validation: Simulation and Results -- 5 Conclusions and Future Works -- References -- Security Assessment of an Internet of Things Device -- 1 Introduction -- 1.1 Current Insights in Internet of Things Security -- 1.2 Paper Objectives and Structure -- 2 Vulnerability Assessment of the IoT Device -- 2.1 Research Methodology -- 2.2 Uncovering the Credentials Through a Brute-Force Attack -- 2.3 Reverse Engineering the Firmware -- 3 Automation Proof of Concept Application -- 3.1 Security Assessment Application -- 3.2 Validation of the Proposed Investigation -- 4 Conclusions -- 4.1 Paper Contributions -- 4.2 Future Directions of Development. References. |
| Record Nr. | UNINA-9910861095403321 |
|
Rocha Álvaro
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| Cham : , : Springer International Publishing AG, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Information Systems and Technologies : WorldCIST 2023, Volume 2
| Information Systems and Technologies : WorldCIST 2023, Volume 2 |
| Autore | Rocha Alvaro |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer, , 2024 |
| Descrizione fisica | 1 online resource (699 pages) |
| Altri autori (Persone) |
AdeliHojjat
DzemydaGintautas MoreiraFernando CollaValentina |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-45645-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Information and Knowledge Management -- Knowledge Discovery in Wikidata with Machine Learning in Graph -- 1 Introduction -- 2 Research Questions -- 3 Methodology -- 4 Data Collection with SPARQL -- 4.1 Pre-processing of the Data -- 4.2 Exploratory Data Analysis -- 4.3 Study of the Topology of the Graph -- 4.4 Extract Knowledge From the Graph with Representation Learning for Nodes Using Node2Vec -- 4.5 Extract Knowledge From the Graph with Representation Learning for Nodes Using Edge2Vec -- 4.6 Extract Knowledge from the Graph with Representation Learning for Nodes Using Graph2Vec -- 5 Results -- References -- Optimizing Topic Modelling for Comments on Social Networks: Reactions to Science Communication on COVID -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Tweet Collection -- 3.2 Text Processing -- 3.3 Topic Modelling -- 4 Results -- 5 Conclusion -- References -- Pragmatic Statistics: Likert-Type Questionnaires Processing -- 1 Introduction -- 2 Tips for Implementing Likert-Type Questionnaires -- 3 Determination of Suitable Number of Respondents -- 4 Data Understanding -- 5 Clarifying the Distribution of Results -- 5.1 Kolmogorov-Smirnov Test -- 5.2 Shapiro-Wilk Test -- 6 Processing of the Results of the Likert-Type 5-point Questionnaire -- 6.1 Question Qk Descriptive Statistics -- 6.2 Relationship and Paired Influence of Questions -- 6.3 Internal Consistency of the Questionnaire -- 7 Dichotomous Answers Processing -- 7.1 Descriptive Statistics for Dichotomous Distributions -- 7.2 Adjusted Wald Technique -- 7.3 Evaluating the Meaningfulness of a Dichotomous Questionnaire -- 8 Conclusion -- References -- The Influence of Knowing the Source of Information on Readers' Perceptions. An Exploratory Study on Twitter -- 1 Introduction.
2 Proposal of Classification of Information Based on Argumentation -- 3 Exploratory Study -- 3.1 Participants -- 3.2 Gathering -- 3.3 Data Segmentation -- 3.4 Form Development -- 3.5 Labelling Process -- 4 Data Cleaning and Analysis of Results -- 4.1 Data Cleaning -- 4.2 Analysis of Results -- 5 Conclusions, Limitations and Future Works -- References -- Knowledge Management: A New Business Success Factor in Companies in Southern Peru -- 1 Introduction -- 2 Literature Review -- 3 Method -- 4 Analysis of Results -- 4.1 Interview Results -- 4.2 Discussion of Results -- 5 Conclusions -- Bibliography -- The Data Repositories in Agriculture. A Preliminary Investigation -- 1 Introduction -- 2 Materials and Methods -- 3 Results and Discussion -- 4 Conclusion -- References -- Towards a KOS to Manage and Retrieve Legal Data -- 1 Introduction -- 2 Related Work -- 3 Conceptual Model for Legal Content Management -- 3.1 Conceptual Model -- 4 Categorizing and Enriching Legal Corpus -- 5 Conclusions and Future Work -- References -- Supervised Machine Learning Based Anomaly Detection in Online Social Networks -- 1 Introduction -- 2 Literature Survey -- 2.1 User Profile Attribute Approach -- 2.2 User Post Attribute Approach -- 3 The System Framework -- 4 Analysis of Testing Results -- 4.1 Dataset -- 4.2 Benchmark Approaches Comparison -- 5 Conclusions -- References -- Leadership Effectiveness in Public Administration Remote Workers -- 1 Introduction -- 2 Theoretical Framework on Leadership -- 2.1 An Overview of the Leadership Concept -- 2.2 Leadership Theories -- 3 Remote Work -- 4 Methodology -- 5 Data Analysis and Results -- 5.1 Sample Characterization -- 5.2 Leadership Styles for Remote Work Analysis -- 6 Discussion and Conclusions -- References -- Profiling the Motivations of Wellness Tourists Through Hotels Services and Travel Characteristics -- 1 Introduction. 2 Data and Methodology -- 3 Empirical Results -- 4 Conclusions -- References -- Decision Support System Based on Machine Learning Techniques to Diagnosis Heart Disease Using Four-Lead ECG Recordings -- 1 Introduction -- 2 Materials and Methods -- 2.1 Dataset Description -- 2.2 Machine Learning: An Overview -- 2.3 Experimental Design -- 3 Results and Discussion -- 4 Conclusion and Further Work -- References -- Cognitive Computing in the Travel and Tourism Industry -- 1 Introduction -- 2 Cognitive Computing -- 3 Advantages of Cognitive Computing -- 4 Cognitive Computing in Travel and Tourism Industry -- 5 Conclusions -- References -- Expectations and Knowledge Sharing by Stakeholders in a Bioproducts Community of Practice: An Exploratory Study -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Gamification in Higher Education Assessment Through Kahoot -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Discussion and Conclusions -- References -- Education and Characteristics of Computational Thinking: A Systematic Literature Review -- 1 Introduction -- 2 Literature Review -- 2.1 Planning -- 2.2 Conducting the Review -- 2.3 Review Report -- 3 Conclusions -- References -- Blockchain and Artificial Intelligence in a Business Context: A Bibliometric Analysis -- 1 Introduction -- 2 Methodology and Data Analysis -- 2.1 The Growing Evolution -- 2.2 Co-authorship - Authors and Institutions -- 2.3 Co-authorship - Countries -- 2.4 Citation - Journals -- 2.5 Co-citation Analysis - Keywords -- 3 The Topmost Cited Articles -- 4 Conclusions -- References -- Preliminary Research to Propose a Master Data Management Framework Aimed at Triggering Data Governance Maturity -- 1 Introduction -- 1.1 Motivation and Objectives -- 2 Related Work and Choose of Methodologies and Models. 3 Visual Conceptual Idea of Process in a Near Future -- 4 Final Considerations and Next Steps -- References -- Adoption of GDPR - In the Intermunicipal Community of Terras de Trás-os-Montes, Portugal -- 1 Introduction -- 2 General Data Protection Regulation -- 3 Research Strategy -- 4 Results -- 5 Conclusions -- References -- Drivers of Long-Term Work from Home Adoption in Small and Medium-Sized Enterprises: A Managerial Perspective -- 1 Introduction -- 2 Background -- 2.1 Impact of WFH on the Organizations -- 2.2 Adapting to WFH -- 3 WFH Adoption: A TTF Perspective -- 4 Research Methodology -- 5 Results -- 6 Discussion and Conclusions -- 7 Limitations -- References -- Study of Digital Maturity Models Considering the European Digital Innovation Hubs Guidelines: A Critical Overview -- 1 Introduction -- 2 Maturity Models Analysis -- 3 European Digital Innovation Hubs -- 3.1 The Existing Maturity Models and the EDIH Model Guidelines -- 4 Conclusions -- References -- A Comparison Between the Most Used Process Mining Tools in the Market and in Academia: Identifying the Main Features Based on a Qualitative Analysis -- 1 Introduction -- 2 Background -- 2.1 Process Mining and Its Importance -- 2.2 Process Mining Techniques -- 3 Our Methodology -- 4 Results and Analysis -- 5 Conclusions and Future Work -- References -- Anonymisation Methods for Complex Data Based on Privacy Models -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Anonymisation Methods -- 4 Evaluation -- 5 Conclusion and Future Work -- References -- A Mobile Application for Wooden House Fire Risk Notifications Based on Edge Computing -- 1 Introduction -- 2 Fire Risk Model and Cloud Data Sources -- 3 Internal Application Design and Implementation -- 4 User Interface Development and Usability Evaluation -- 5 Application Performance Evaluation -- 6 Conclusions and Future Work. References -- Diagnosis Model for Detection of e-threats Against Soft-Targets -- 1 Introduction -- 2 Theoretical Conceptualization -- 3 Perspectives and Directions -- 4 Conclusion and Discussion -- References -- x2OMSAC - An Ontology Population Framework for the Ontology of Microservices Architecture Concepts -- 1 Introduction -- 2 x2OMSAC -- 3 FOD2OMSAC -- 3.1 Manual Pre-processing -- 3.2 Model Extraction -- 3.3 Model Creation -- 3.4 Model Validation -- 4 The Semantic Comparison Mechanism -- 4.1 Selection of the SBERT Pre-trained Machine Learning Model -- 5 Evaluation -- 6 Discussion -- 7 Conclusion -- References -- Calibration Techniques and Analyzing the Website Design with Eye Tracking Glasses -- 1 Introduction -- 2 Related Work -- 3 Pupil Labs' Eye Tracking System -- 3.1 Pupil Labs' Real-Life Application -- 4 Methodology -- 5 Result Discussion -- 6 Conclusion -- References -- HealthCare Fake News Detection: A New Approach Using Feature Selection Concept -- 1 Introduction -- 2 Related Work -- 3 Proposed Model -- 3.1 Preprocessing -- 3.2 Feature Extraction -- 3.3 Classification -- 4 Experimental Results -- 5 Conclusion and Future Work -- References -- Buildings and Vehicles Discrimination in Drone Images -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Results and Discussion -- 4.1 Dataset -- 4.2 Inference from Trained Algorithms -- 5 Conclusions -- References -- Information Technologies in Education -- AI Chatbot for Teachers for an LMS Platform -- 1 Introduction -- 2 Background -- 2.1 Educational Management -- 2.2 Chatbot -- 2.3 Chatbot Learning -- 2.4 LMS and Chatbot -- 3 Chatbot Development -- 3.1 General Description -- 3.2 Components of EdyBot -- 3.3 Improvements in the Definition of Confidence and Identification of Intentions -- 4 Evaluation and Results -- 4.1 Evaluation 1 -- 4.2 Evaluation 2 -- 4.3 Discussions. 5 Conclusions and Future Work. |
| Record Nr. | UNINA-9910835056603321 |
| Rocha Alvaro | ||
| Cham : , : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Information Systems and Technologies : WorldCIST 2023, Volume 3
| Information Systems and Technologies : WorldCIST 2023, Volume 3 |
| Autore | Rocha Alvaro |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer, , 2024 |
| Descrizione fisica | 1 online resource (483 pages) |
| Altri autori (Persone) |
AdeliHojjat
DzemydaGintautas MoreiraFernando CollaValentina |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-45648-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Software Systems, Architectures, Applications and Tools -- Review of Open Software Bug Datasets -- 1 Introduction -- 2 Related Work -- 3 Research Questions and Search Methodology -- 4 Results -- 5 Discussion and Future Directions -- 6 Conclusion -- References -- Web Cloud Services with Distribution Modules (SaaS) and Java -- 1 Introduction -- 2 Web Cloud Services (SaaS) with Distribution Modules -- 2.1 Cloud Computing -- 2.2 SaaS Solutions -- 2.3 Java Scripting Tools -- 3 Methodology -- 3.1 Agile Methodologies -- 3.2 Proposed Methodology -- 3.3 SaaS Implemented with Java -- 4 Conclusions -- References -- Virtual Reality Training Platform: A Proposal for Heavy Machinery Operators in Immersive Environments -- 1 Introduction -- 2 Immersive VR Training Platform -- 2.1 Case Study Specifications -- 2.2 Authoring Tool -- 2.3 Simulator -- 3 Development of the VR Training Platform -- 3.1 Authoring Tool -- 3.2 Simulator -- 3.3 Performance Evaluation of Rendering Pipelines Across Different VR Setups -- 4 Conclusions -- References -- Digital Twin Technologies for Immersive Virtual Reality Training Environments -- 1 Introduction -- 2 Digital Twin Integration in a VR Application for Training -- 2.1 Communication Architecture -- 2.2 Application Flowchart -- 2.3 Integration Development -- 3 Performance Evaluation -- 3.1 Procedure -- 3.2 Results -- 4 Conclusions -- References -- A Prototype of the Crowdsensing System for Pollution Monitoring in a Smart City Based on Data Streaming -- 1 Introduction -- 2 Data Stream Management -- 3 A Crowdsensing System Based on Data Streaming -- 4 Prototype of the Crowdsensing System for Pollution Monitoring in a Smart City Based on Data Streaming -- 5 Conclusion -- References -- Transcolar Rural New Route Cost Calculation Software and Cost Analysis Tool -- 1 Introduction.
2 Literature Survey -- 2.1 Routing Cost Calculation -- 2.2 Shewhart's Control Charts -- 3 Procedure Structure and Methodology -- 3.1 New Cost Calculation Software -- 3.2 Cost Analysis Software -- 4 Results -- 4.1 New Cost Program -- 5 Conclusion -- References -- Agent Team Management Using Distributed Ledger Technology -- 1 Introduction -- 2 Requirements and Problem Statement -- 2.1 Requirements -- 2.2 Problem Statement -- 3 Foundations -- 3.1 Self-organization -- 3.2 Multi-agent Organization -- 3.3 Distributed Ledger -- 4 Solution -- 4.1 Team Building -- 5 Implementation and Evaluation -- 5.1 Hyperledger Sawtooth Extension -- 5.2 Evaluation -- 6 Related Work -- 7 Conclusions -- References -- AirVA - Indoor Air Quality Monitoring and Control with Occupants Alerting System -- 1 Introduction -- 2 State of the Art -- 2.1 Indoor Air Quality Monitoring -- 2.2 Occupants Count System -- 3 AirVA Implementation -- 3.1 Requirements Specification -- 3.2 System Architecture -- 3.3 System Functionality -- 4 Simulation and Testing -- 5 Conclusions and Future Work -- References -- A Federated Algorithm for the Lightweight Generation of High-Entropy Keys in Distributed Computing Systems -- 1 Introduction -- 2 State of the Art on Key Generators -- 3 A Federated Algorithm for Key Generation -- 3.1 Local Subsystem: Lightweight Cryptosystem and Gradient Encoding -- 3.2 Edge Computing Manager: Federated Key Calculation -- 4 Experimental Validation: Simulation and Results -- 5 Conclusions and Future Works -- References -- Food Supply Chain Cyber Threats: A Scoping Review -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Conclusion -- References -- Review of Platforms and Frameworks for Building Virtual Assistants -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- Learning About Recyclable Waste Management Through Serious Games. 1 Introduction -- 2 Related Works -- 3 Development and Implementation -- 3.1 Proposal -- 3.2 Game Design -- 3.3 Architecture -- 3.4 Description of the Development Process -- 4 Assessment and Analysis of Results -- 4.1 Definition of Scenarios -- 4.2 Evaluation Method -- 4.3 Results -- 5 Discussion and Conclusions -- 6 Future Work -- References -- Self-reporting Tool for Cardiovascular Patients -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Research Questions -- 3.2 Search Strategy -- 3.3 Application Development -- 4 Discussion and Results -- 5 Conclusion -- References -- Study of Detection Object and People with Radar Technology -- 1 Introduction -- 2 Methodology -- 3 Results -- 4 Discussion -- 4.1 Acquisition and Data Processing of Radar Sensor Data -- 4.2 Most Important Features for Radar Detection -- 4.3 AI Models in Radar Object Detection -- 5 Conclusion -- References -- Voice Identification of Spanish-Speakers Using a Convolution Neural Network in the Audio Interface of a Computer Attack Analysis Tool -- 1 Introduction -- 2 Materials and Methods -- 2.1 State of Art -- 2.2 Applied Methods -- 3 Experiment -- 3.1 Experiment Results -- 4 Conclusions -- References -- Software and Systems Modeling -- Task Scheduling in Cloud Computing Using Harris-Hawk Optimization -- 1 Introduction -- 2 Related Works -- 3 The Task Scheduling Algorithms -- 3.1 Bat Algorithm -- 3.2 Grey Wolf Optimization Algorithm -- 3.3 Particle Swarm Optimization (PSO) Algorithm -- 3.4 Harris Hawk Optimization (HHO) Algorithm -- 4 Experimental Setup -- 5 Results and Discussions -- 6 Discussions and Conclusions -- References -- Identifying Valid User Stories Using BERT Pre-trained Natural Language Models -- 1 Introduction -- 2 Background -- 2.1 User Stories -- 2.2 Natural Language Processing -- 2.3 Random Search -- 3 Related Work -- 4 Methodology -- 4.1 Data. 4.2 Implementation -- 5 Results -- 6 Conclusion -- References -- Modelling Adaptive Systems with Maude Nets-within-Nets -- 1 Introduction -- 2 Background -- 3 Eos Implementation of in MAUDE -- 4 Eos Model of a Production Line -- 5 Summary and Outlook -- References -- Simultaneous OutSystems Integration to Different Instances of a System in the Context of a Single Environment -- 1 Introduction -- 2 Possible Solutions -- 2.1 A URL Passed Every Time with the Action -- 2.2 Different Environments for the Different Integrations -- 2.3 Clone of the Original Integration Connector's Functionality for Each of the Target System's Domains -- 2.4 Feature for Multiple URLs -- 3 Proposed Solution -- 4 Possible Modifications -- 5 Conclusion -- References -- D-AI-COM: A DICOM Reception Node to Automate the Application of Artificial Intelligence Scripts to Medical Imaging Data -- 1 Introduction -- 2 Background -- 3 Proposal -- 3.1 Architecture -- 3.2 Graphical Interface -- 4 Discussion and Conclusions -- References -- Exploring a Deep Learning Approach for Video Analysis Applied to Older Adults Fall Risk -- 1 Introduction -- 2 Related Work -- 3 Methods -- 3.1 Data Collection -- 3.2 Deep Learning -- 3.3 Augmentation -- 3.4 Implementation -- 4 Results -- 4.1 Data -- 4.2 Models -- 5 Conclusions -- 6 Future Work -- References -- Organizational Models and Information Systems -- Evolution of Fintech Companies in Guatemala from Prepandemic to Post Pandemic Period and the Options of Fintech Companies as Financial Provider for Projects -- 1 Introduction -- 1.1 Fintech -- 1.2 Wallet -- 2 Methodology -- 3 Result -- 4 Conclusion -- References -- Digital Business Transformation for SMEs: Maturity Model for Systematic Roadmap -- 1 Introduction -- 2 Related Work -- 2.1 From Digitization to Digital Transformation -- 2.2 Digital Maturity Models for SMEs -- 3 Method. 4 Artifact Description -- 4.1 Development Process -- 4.2 Digital Maturity Model and Roadmap -- 5 Evaluation -- 6 Discussion -- References -- Adopting Industry 4.0 and Lean Practices in Heavy Metalworking: Impact of Human Factors on Productivity -- 1 Introduction -- 2 Theoretical Background -- 3 Methodology -- 4 Preliminary Data -- 4.1 Assessment of Readiness -- 4.2 Work Sampling -- 5 Statement of Limitations -- 6 Conclusions -- References -- Industrial Tourism Development in a Former Mining Area Using Dynamic Model Approach -- 1 Introduction -- 2 Background -- 2.1 Sales Force -- 2.2 Using Dynamic Modeling to Achieve Increased Sales Force Productivity -- 3 Research Methodology -- 4 Results and Ddiscussions -- 4.1 Business Model CANVAS Generation -- 4.2 System Dynamics-Based Model for Sales Force Planning for the Petrila Theme Park -- 5 Conclusions -- References -- Implementing an Agile Project Management Methodology on a Minimum Viable Product Development -- 1 Introduction -- 2 Research Methodology -- 3 Methodology Selection and Implementation -- 3.1 Selecting the Agile Methodology -- 3.2 Implementing the Kanban Method -- 3.3 The Kanban System -- 4 Improvements -- 4.1 First Cycle of Improvement -- 4.2 Second Cycle of Improvement -- 4.3 Third Cycle of Improvement -- 4.4 Fourth Cycle of Improvement -- 4.5 Fifth Cycle of Improvement -- 4.6 Changes on the Kanban Structure -- 5 Conclusions -- References -- Application of the PM2 Programme Management Methodology to the Portuguese Project Management Observatory -- 1 Introduction -- 2 Literature Review -- 2.1 Programme Management -- 2.2 PM2 Programme Management Methodology -- 3 Research Methodology and Study Context -- 4 Description of PM2 Programme Management Methodology -- 5 Results and Discussion -- 6 Conclusions -- References. The Relationship Between Digital Literacy and Digital Transformation in Portuguese Local Public Administration: Is There a Need for an Explanatory Model?. |
| Record Nr. | UNINA-9910835059603321 |
| Rocha Alvaro | ||
| Cham : , : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Information Systems and Technologies : WorldCIST 2023, Volume 4
| Information Systems and Technologies : WorldCIST 2023, Volume 4 |
| Autore | Rocha Alvaro |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer, , 2024 |
| Descrizione fisica | 1 online resource (463 pages) |
| Altri autori (Persone) |
AdeliHojjat
DzemydaGintautas MoreiraFernando CollaValentina |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-45651-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Digital Transformation and Artificial Intelligence -- Polarization and Similarly of News in Portugal and the Philippines -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods -- 4 Results -- 4.1 How Do News Organizations Influence Each Other Within Twitter, Through follow and Similarity? -- 4.2 What is the Relationship Between the Number of Followers and Follow Behavior with Other News Accounts -- 4.3 Can We Identify Patterns Within News Organizations in Terms of Common retweeters? -- 5 Conclusion -- References -- Multidimensional and Multilingual Emotional Analysis -- 1 Introduction -- 2 Related Work -- 2.1 Assigning Emotion to Textual Utterances -- 2.2 Spatially and Sequential Architectures -- 3 Using Neural Word Embeddings for Extending Lexicons of Emotional Norms -- 3.1 Word Embeddings -- 3.2 Models Exploring Statistics -- 3.3 Models Exploring Machine Learning -- 4 Experimental Evaluation -- 4.1 Models Exploring Statistics -- 4.2 Models Exploring Machine Learning -- 5 Conclusions and Future Work -- References -- Explaining Wikipedia Page Similarity Using Network Science -- 1 Introduction -- 2 Methods -- 2.1 Data -- 3 Results -- 3.1 Centrality Measurement -- 3.2 Similarity with a Page Related With similarity with Its Neighbours -- 3.3 Degree Distribution -- 3.4 Average Path Length (APL) -- 3.5 Network Based Clusters of Scientific Pages -- 4 Conclusions -- References -- Crosscheck Information-The Digital Resilience and Contribute of PMO -- 1 Introduction -- 2 Perspectives PMO -- 2.1 Contribute -- 2.2 Digital Resilience -- 3 Methodology -- 4 Results -- 5 Conclusion -- References -- Digital Marketing and Communication, Technologies, and Applications -- ESG in Advertising Narratives: Case Analysis of Golden Lion Winning Campaigns at Cannes 2022 -- 1 Introduction -- 2 Development.
2.1 Case Study -- 3 Results -- 3.1 Discussion -- 4 Conclusions -- References -- The Digitalization of the Event Industry - Mobile and Internet Applications as a Tool to Improve Event Communication and Experiences: A Case Study of a French Event App Start-Up -- 1 Introduction -- 2 Literature Review -- 2.1 The Digitization of the Event Industry -- 3 Methodology -- 4 Case Study of "Invent App" -- 4.1 Findings of Content Analysis -- 4.2 The Interview -- 4.3 Main Findings -- 5 Conclusions and Future Research -- References -- Fundamentals of a Digital Marketing Plan for a Tourism Infrastructure in Alentejo -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Interim Analysis -- 4 Digital Marketing Plan -- 4.1 STP Model -- 4.2 Marketing Objectives -- 4.3 Marketing Mix -- 4.4 Operation Plan -- 5 Conclusions, Limitations, and Future Work -- References -- Integrating Online and Offline Distribution Strategies - A Portuguese Case Study -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Case Study Analysis -- 4.1 Pingo Doce -- 4.2 Strategies Used by the Main Retailers Operating in the Portuguese Market -- 4.3 Data Analysis -- 5 Conclusions, Limitations, and Future Work -- References -- The City Makes Its Mark in a Review on Digital Communication and Citizenship -- 1 Local Branding, Tourism and Citizenship -- 2 Exploring the Intersection of Place Branding and Citizenship in Brazilian Cities -- 3 Unraveling the Brand: Analytical Grid, Discursive Positioning, and Place Brand Analysis -- 4 Conclusion -- References -- The Influence of In-Store Music on the Consumer's Shopping Experience -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 3.1 Data Collection -- 3.2 Sample Characterization -- 4 Results -- 4.1 Evaluation of Musical Stimuli in the Store Environment -- 5 Conclusions, Limitations and Future Research Lines. References -- Marketing Plan for an Online Business: A Case Study -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 3.1 Data Collection -- 3.2 Data Analysis -- 4 Results -- 4.1 Interview Insights -- 4.2 Structure of the Plan -- 5 Marketing Plan -- 5.1 Situation Diagnosis -- 5.2 Marketing Strategy Definition -- 5.3 Marketing-Mix -- 5.4 Operational Plan -- 6 Conclusions, Limitations and Future Research Lines -- References -- The Role of Digital Marketing in the Process of Musical Events' Participation -- 1 Introduction -- 2 Literature Review -- 3 Methodology and Data Analysis -- 4 Results -- 5 Conclusions -- References -- "Conversas Made in CO": An Audio Podcast Featuring Alumni, Building a Collective Memory and Contributing to the Brand Identity -- 1 Introduction -- 2 Theoretical Context -- 2.1 Educational Marketing -- 2.2 Higher Education Institutions as Brands -- 2.3 Podcasting for Millennials and Gen Z: Audio Makes a Comeback -- 2.4 The Importance of alumni in Creating HEI Brands -- 3 The Case Study of "Conversas Made in CO": Preliminary Insights -- 4 Conclusions -- References -- Data Mining and Machine Learning in Smart Cities -- Qualitative Data Analysis in the Health Sector -- 1 Introduction -- 2 General Considerations About Qualitative Data Analysis -- 2.1 Processing of Qualitative Data -- 2.2 Use of the Computer for Data Analysis -- 3 Methodology -- 3.1 Processing of Qualitative Data -- 3.2 Data Analysis -- 3.3 Data Interpretation -- 4 Results and Discussion -- 5 Conclusion -- References -- Gamification in Mobile Ticketing Systems: A Review -- 1 Introduction -- 2 Survey Methods -- 3 Survey Results -- 3.1 Behavioural Change Regarding Public Transport -- 3.2 Gamification -- 3.3 Gamification in Public Transport and Mobile Ticketing -- 4 Discussion -- 5 Conclusion -- References. Analyzing Quality of Service and Defining Marketing Strategies for Public Transport: The Case of Metropolitan Area of Porto -- 1 Introduction -- 2 Methodology -- 3 Results and Data Analysis -- 3.1 Relationship Between the Variables that Define the Respondents -- 3.2 Type of Use of Public Transport and Services Used -- 3.3 Level of Satisfaction with Different Aspects -- 4 Discussion -- 4.1 Improve the Negative Aspects -- 4.2 Highlighting the Positive Aspects -- 5 Conclusion -- Appendix -- References -- Estimating Alighting Stops and Transfers from AFC Data: The Case Study of Porto -- 1 Introduction -- 2 Methods -- 2.1 Trip Chaining Method -- 2.2 Identifying Transfers -- 3 Results -- 4 Conclusion -- References -- Camera Movement Cancellation in Video Using Phase Congruency and an FFT-Based Technique -- 1 Introduction -- 2 Literature Review -- 3 Proposed Method -- 3.1 Phase Congruency -- 3.2 Image Registration -- 4 Dataset and Results -- 4.1 Dataset -- 4.2 Comparison Criteria -- 5 Conclusion -- References -- Audio Event Detection Based on Cross Correlation in Selected Frequency Bands of Spectrogram -- 1 Introduction -- 2 State-of-the-Art -- 3 Proposed Method -- 3.1 Cross-Correlation -- 3.2 Mel Spectrogram -- 3.3 Proposed Method in a Glance -- 4 Dataset and Results -- 4.1 Dataset -- 4.2 Results -- 5 Conclusion -- References -- Age-Friendly Route Planner: Calculating Comfortable Routes for Senior Citizens -- 1 Introduction -- 2 The Age-Friendly Route Planner -- 3 Data Sources and Data Processing Engines -- 3.1 Standardized OSM Enhanced Tool - SOET -- 3.2 Amenity Projection Tool - APT -- 3.3 Elevation Data -- 4 Building Preference-Based Routes in the Age-Friendly Route Planner -- 5 Conclusions -- References -- Information Systems and Technologies for Digital Cultural Heritage and Tourism. The VAST Collaborative Multimodal Annotation Platform: Annotating Values -- 1 Introduction -- 2 Related Work -- 3 Values in the VAST Project -- 3.1 VAST Semantic Annotation Platform Requirements -- 4 The VAST Semantic Annotation Platform -- 5 Evaluation -- 6 Conclusions and Future Work -- References -- Knowledge Representation Technologies for Narratives, Digital Humanities and Cultural Heritage -- 1 Introduction -- 2 Basic Notions About NKRL -- 3 Linking Elementary Events -- 3.1 Completive Construction -- 3.2 Binding Occurrences -- 4 Additional Issues and Remarks About NKRL -- 5 Conclusion -- References -- A Dashboard to Enable New Opportunities for Rural Development by Overcoming the Dominant Segmentation of European Pilgrimage Routes -- 1 Introduction -- 2 Background -- 3 The RurAllure IT Platform and the Trip Planning Service -- 4 The Need for a Fourth Frontend -- 5 Conclusions and Future Work -- References -- Information Systems and Technologies for the Steel Sector -- New Measurement Techniques Describing the Sinter Process -- 1 Introduction -- 1.1 Sinter Plant -- 2 New Measurements Setup at the Sinter Discharge (Optical-, Acoustical Measurement, Power Consumption) -- 2.1 Optical Measurement -- 2.2 Acoustical Measurement -- 2.3 Power Consumption of the Hot Crusher -- 2.4 Validation of New Measurement Methods -- 3 Conclusion and Outline -- References -- A Data Model for the Steel Production -- 1 Introduction -- 2 Data Model -- 2.1 High-Level Structure -- 2.2 Production Resource Classes and Product Tracking -- 2.3 Production Equipment Classes and Transformations -- 3 Applications -- 4 Conclusions -- References -- Human Impact in Complex Classification of Steel Coils -- 1 Introduction -- 2 Use Case for Analysis -- 3 AI Models in Quality Control -- 4 Human Influence -- 5 Conclusions -- References. Enabling Software Engineering Practices Via Latest Development's Trends. |
| Record Nr. | UNINA-9910838275403321 |
|
Rocha Alvaro
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| Cham : , : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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Information Systems and Technologies : WorldCIST 2023, Volume 1
| Information Systems and Technologies : WorldCIST 2023, Volume 1 |
| Autore | Rocha Alvaro |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | Cham : , : Springer, , 2024 |
| Descrizione fisica | 1 online resource (615 pages) |
| Altri autori (Persone) |
AdeliHojjat
DzemydaGintautas MoreiraFernando CollaValentina |
| Collana | Lecture Notes in Networks and Systems Series |
| ISBN | 3-031-45642-4 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents -- Computer Networks, Mobility and Pervasive Systems -- Physarum-Inspired Enterprise Network Redesign -- 1 Introduction -- 2 Related Work -- 3 Modeling Enterprise Network Redesign -- 3.1 Modeling Physarum Model for Network Redesign -- 4 Proposed Method -- 5 Results and Discussion -- 6 Conclusions -- References -- Improving LoRaWAN RSSI-Based Localization in Harsh Environments: The Harbor Use Case -- 1 Introduction -- 2 Related Work -- 3 LoRaWAN Experimental Testbed -- 4 Evaluation Results -- 4.1 Distance Estimation by Using Single PL Method -- 4.2 Distance Estimation by Using Multi-slope PL Method -- 4.3 Location Estimation by Using Fingerprint Method -- 5 Conclusion -- References -- Impact of Traffic Sampling on LRD Estimation -- 1 Introduction -- 2 Background -- 2.1 Sampling -- 2.2 Properties of Internet Traffic -- 2.3 Methods for Estimating the Parameters H and -- 3 Experimental Environment -- 3.1 Sampling Framework and Datasets -- 3.2 Data Preprocessing -- 3.3 Selfis - LRD Estimation -- 4 Results and Discussion -- 5 Conclusions -- References -- Features Extraction and Structure Similarities Measurement of Complex Networks -- 1 Introduction -- 2 Review on Similarity Measurements -- 2.1 Graph Similarity Measurement Algorithms -- 3 Materials and Methods -- 4 Results and Discussion -- 5 Conclusions -- References -- Big Data Analytics and Applications -- Technology Use by Nigerian Smallholder Farmers and the Significant Mediating Factors -- 1 Introduction -- 2 Literature Review -- 2.1 Agricultural Technologies -- 2.2 The Social, Economic and Environmental Impact of Digital Agricultural Technology -- 2.3 Technology Adoption -- 2.4 The Factors that Determine the Adoption of Technology by Smallholder Farmers -- 3 Conclusions -- References -- Balancing Plug-In for Stream-Based Classification.
1 Introduction -- 2 Related Work -- 3 Proposed Method -- 4 Experiments and Results -- 4.1 Crowdsourced Data Set Results -- 4.2 Transportation Data Set Results -- 4.3 Comparison with Synthetic Data Generators -- 5 Conclusions -- References -- Explainable Classification of Wiki Streams -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 4 Experiments and Results -- 5 Conclusions -- References -- Reconstruction of Meteorological Records with PCA-Based Analog Ensemble Methods -- 1 Introduction -- 2 Meteorological Dataset -- 3 Determination of the Principal Components -- 4 Analog Ensemble Combined with PCA -- 5 Experimental Evaluation -- 6 Conclusion -- References -- Analysis of the Characteristics of Different Peer-To-Peer Risky Loans -- 1 Introduction -- 2 Related Literature -- 3 Research Methodologies -- 4 Data Analysis and Results -- 5 Conclusion -- References -- Physics-Informed Autoencoders with Intrinsic Differential Equations for Anomaly Detection in Industrial Processes -- 1 Introduction -- 2 Physics-Informed Machine Learning -- 2.1 Transformations -- 2.2 Integrating Ordinary Differential Equations -- 3 Autoencoder Architecture for Anomaly Detection -- 4 Results -- 4.1 Test Data -- 4.2 Wavelet Preprocessing -- 4.3 Results Due to the Inclusion of the Differential Equation -- 5 Summary -- References -- Big Data as a Tool for Analyzing Academic Performance in Education -- 1 Introduction -- 2 Methods and Materials -- 2.1 Obtaining and Processing Information -- 2.2 Identification and Organization of Data -- 2.3 Data Analysis -- 2.4 Correlation Between Attributes -- 3 Results -- 3.1 Classifiers -- 4 Conclusions -- References -- Ethics, Computers and Security -- Phishing and Human Error. Beyond Training and Simulations -- 1 Introduction -- 2 What is Phishing? -- 3 Human Error Theory. Why Are We Prone to Error?. 4 Phishing. A Human Error in the Digital Context -- 5 Conclusions -- References -- Towards a Cybersecurity Awareness Plan for Casinos: An Initial Review for Internal Workers -- 1 Introduction -- 2 Background and Related Concepts -- 2.1 Cybersecurity Culture -- 2.2 ISO 27001 -- 2.3 NIST -- 3 Methodology -- 3.1 Company Context -- 3.2 Role Definition -- 3.3 Identification of Key Activities -- 3.4 Material Design -- 3.5 Program Implementation -- 3.6 Program Evaluation -- 4 A Preliminary Test -- 5 Results -- 6 Conclusions and Discussion -- References -- Ethical Framework for the Software Development Process: A Systematic Mapping Study -- 1 Introduction -- 2 Related Work -- 3 Research Method -- 4 Proposed Solution -- 5 Discussion of Results and Limitations -- 6 Conclusions and Future Work -- References -- Social Engineering as the Art of Deception in Cyber-Attacks: A Mapping Review -- 1 Introduction -- 2 Methodology -- 3 Discussion -- 4 Conclusions -- References -- Several Online Pharmacies Leak Sensitive Health Data to Third Parties -- 1 Introduction -- 2 Related Work -- 3 Study Setting and Methodology -- 4 Results: Analysis on Personal Data Sent to Third Parties -- 5 Discussion -- 6 Conclusions -- References -- Verifying the Situation of Cybersecurity in Portugal`s Municipalities -- 1 Introduction -- 1.1 Research Objectives -- 1.2 Methodology -- 2 Background -- 2.1 Literature Review -- 2.2 Strategic Goals for Alignment with European Cybersecurity Commission -- 2.3 Standard ISO/IEC 27002:2022 -- 2.4 National Cybersecurity Strategies (NCSS) -- 3 The Survey -- 4 Application and Results -- 5 Discussions and Conclusions -- 6 Limitations of This Study -- References -- Authentication, Authorization, Administration and Audit Impact on Digital Security -- 1 Introduction -- 2 State of Art -- 3 Method -- 3.1 Planning, Policies and Procedures. 3.2 Defence Information Systems Agency -- 3.3 Diagnosis -- 4 Proposal -- 5 Conclusions -- 6 Future Work -- References -- Generation Z's [Incoherent] Approach Toward Instagram's Privacy Policy -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Data Analysis and Discussion - Descriptive Statistics -- 5 Data Analysis and Discussion - The Chi-Square Test of Association -- 6 Conclusion -- References -- Human-Computer Interaction -- User eXperience (UX) Evaluation in Virtual Reality (VR) -- 1 Introduction -- 2 Background -- 3 Methodology -- 3.1 Identify the Research Questions -- 3.2 Identify Relevant Studies -- 3.3 Study Selection -- 4 Results -- 4.1 Attitudinal Methods -- 4.2 Behavioral Methods -- 4.3 Comparison of Methods -- 5 Conclusions -- References -- Natural Hand Gesture Interaction for 3D Transformations in Immersive VR -- 1 Introduction -- 2 User Interface Design and Implementation -- 2.1 Rotation -- 2.2 Scaling -- 3 Results and Discussion -- 4 Conclusions -- References -- VTubers, Their Global Expansion and Impact on Modern Society -- 1 Introduction -- 2 Literature Review -- 2.1 Background -- 2.2 Agencies Expansion and Strategy -- 2.3 Companies Using VTubers for Marketing -- 3 Methodology -- 4 Findings/Discussion -- 4.1 Portuguese Citizens -- 4.2 U.S. Citizens -- 5 Conclusion and Future Research -- References -- Generation Y Health Care Professionals and Their Acceptance of Chatbots -- 1 Introduction -- 2 Methodical Approach -- 2.1 Study 1: Interviews -- 2.2 Study 2: Survey -- 3 Results -- 4 Discussion -- 5 Limitations -- 6 Conclusion -- References -- TV Notifications to Promote Trustworthy News and Local School Newspapers -- 1 Introduction -- 2 TV Notifications Strategies to Promote Local Community and Social Engagement with School Newspapers -- 2.1 A News Creation Tool for School Newspapers. 2.2 A Personalized Notification System for the TV Ecosystem -- 2.3 Goals of the Proposed Solution -- 2.4 System Architecture -- 2.5 Results Achieved -- 3 Final Remarks -- References -- Students' Habits, Strategies, and Decisive Factors Around Course Selection -- 1 Introduction -- 2 Related Work -- 3 Motivating Context and Research Questions -- 4 The Survey -- 4.1 Participants & -- Procedure -- 4.2 Data Collection & -- Analysis -- 4.3 Findings -- 5 Discussion -- 5.1 The Value of Timely Advising -- 5.2 Students' Preferences Around Courses and Instructors -- 5.3 Better Support for Enrollment -- 6 Limitations and Future Work -- 7 Conclusion -- References -- Contrasting Analysis Between Motion Capture Technologies -- 1 Introduction -- 2 Literature Review -- 3 Experiment Development -- 4 Conclusions -- References -- Health Informatics -- ASCAPE - An Intelligent Approach to Support Cancer Patients -- 1 Introduction -- 2 ASCAPE Architecture -- 3 Federated Learning in ASCAPE -- 4 Conclusion -- References -- Factors Influencing the Effectiveness of Medical Products Stock Management in Polish Hospitals - Research Results -- 1 Introduction -- 2 Literature Review -- 3 A Survey Study -- 3.1 A Survey Methodology -- 3.2 A Survey Results -- 4 Discussion -- 5 Conclusions -- References -- Generation of Synthetic X-Rays Images of Rib Fractures Using a 2D Enhanced Alpha-GAN for Data Augmentation -- 1 Introduction -- 2 Related Work -- 3 Generative Model Architecture -- 4 Material and Methods -- 5 Results -- 6 Discussion and Conclusion -- References -- Children's Hearing Loss Assessment Application Development and Execution Processes Using Systems Engineering Approach -- 1 Introduction -- 2 Review of the Literature -- 2.1 Consultation Team -- 2.2 Requirements Engineering -- 2.3 Functional Allocations, Design Synthesis, Systems Testing and Integration. 3 Theoretical Underpinning. |
| Record Nr. | UNINA-9910838271203321 |
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Rocha Alvaro
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| Cham : , : Springer, , 2024 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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