Good Practices and New Perspectives in Information Systems and Technologies : WorldCIST 2024, Volume 1

• Autore: Rocha Álvaro
• Pubblicazione: Cham : , : Springer International Publishing AG, , 2024; ©2024
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (242 pages)
• Altri autori: AdeliHojjat DzemydaGintautas MoreiraFernando Poniszewska-MarańdaAneta
• 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.
• Titolo autorizzato: Good Practices and New Perspectives in Information Systems and Technologies
• ISBN: 3-031-60215-3
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910857785103321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Networks and Systems Series