Computational Science and Its Applications – ICCSA 2022 Workshops : Malaga, Spain, July 4–7, 2022, Proceedings, Part I / / edited by Osvaldo Gervasi, Beniamino Murgante, Sanjay Misra, Ana Maria A. C. Rocha, Chiara Garau

• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022
• Edizione: 1st ed. 2022.
• Descrizione fisica: 1 online resource (731 pages)
• Disciplina: 004.6; 004
• Soggetto topico: Computer networks; Computer engineering; Artificial intelligence; Computer systems; Computer Communication Networks; Computer Engineering and Networks; Artificial Intelligence; Computer System Implementation
• Persona (resp. second.): GervasiOsvaldo
• Note generali: Includes index.
• Nota di contenuto: Intro -- Preface -- Welcome Message from Organizers -- Organization -- Contents - Part I -- International Workshop on Advances in Artificial Intelligence Learning Technologies: Blended Learning, STEM, Computational Thinking and Coding (AAILT 2022) -- Real-Time Flight Recording via Mobile Devices for Autonomous and Assisted Navigation Tasks -- 1 Introduction -- 2 Data Acquisition System Architecture -- 2.1 Unmanned Aerial Vehicle Modeling and Control -- 2.2 Data Acquisition System Algorithm -- 2.3 Operation of the Data Acquisition System -- 3 Experimental Tests -- 3.1 UAV Autonomous Navigation -- 3.2 Results of the Roll, Pitch and Yaw Attitude Variables -- 3.3 Results of the Positioning Variables -- 4 Conclusions -- References -- Natural Language Processing and Deep Learning Based Techniques for Evaluation of Companies' Privacy Policies -- 1 Introduction -- 2 Related Works -- 3 Methodology and Proposed Architecture -- 3.1 Proposed Companies' Privacy Policies Analysis Framework -- 3.2 System Architecture -- 3.3 Programming Language -- 4 System Implementation and Experimental Evaluation -- 4.1 Splitting of Dataset into Training and Test Set -- 4.2 Word Tokenization -- 4.3 Word Embeddings -- 4.4 Classification -- 4.5 Experiments: DL Learning Curves -- 4.6 Experimental Results and Discussion -- 5 Conclusion -- References -- International Workshop on Advancements in Applied Machine-learning and Data Analytics (AAMDA 2022) -- Methodology for Product Recommendation Based on User-System Interaction Data: A Case Study on Computer Systems E-Commerce Web Site -- 1 Introduction -- 2 Fundamental Concepts and Literature Review -- 2.1 Fundamental Concepts -- 2.2 Literature Review -- 3 Methodology -- 4 Prototype and Evaluation -- 4.1 Prototype and Evaluation Strategy -- 4.2 Dataset -- 4.3 Test Design -- 4.4 Experimental Results -- 5 Conclusion and Future Work. ; References -- A Systematic Literature Review of Question Answering: Research Trends, Datasets, Methods -- 1 Introduction -- 2 Methodology -- 2.1 Review Method -- 2.2 Research Questions -- 2.3 Search Strategy -- 2.4 Study Selection -- 2.5 Data Extraction -- 2.6 Threats to Validity of Research -- 3 Analysis Results -- 3.1 Important Journal Publications -- 3.2 Most Active Researchers -- 3.3 Research Topics in the Question Answering Field -- 3.4 Datasets Used for Question Answering -- 3.5 Methods Used in Question Answering -- 3.6 Best Method Used for Question Answering -- 4 Conclusion and Future Works -- References -- Steel Quality Monitoring Using Data-Driven Approaches: ArcelorMittal Case Study -- 1 Introduction -- 2 Data and Exploratory Analysis -- 2.1 Data Description -- 2.2 Exploratory Data Analysis -- 3 Proposed Approach -- 4 Results and Discussions -- 5 Conclusion -- References -- Adding Material Embedding to the image2mass Problem -- 1 Introduction -- 2 Related Work -- 3 Mass and Material Estimation from Image -- 3.1 image2mass: Mass Estimation Using Image -- 3.2 image2material: Material Recognition Using Image -- 4 Augmented image2mass Model with Material Embedding -- 5 Experiments -- 5.1 Material Recognition of image2mass Dataset -- 5.2 Experimentation Details of Modified Networks -- 6 Results and Analysis -- 7 Conclusion -- References -- Hyperparameter Optimisation of Artificial Intelligence for Digital REStoration of Cultural Heritages (AIRES-CH) Models -- 1 Introduction -- 2 The AIRES-CH Project so Far -- 2.1 The Training Dataset -- 2.2 The Neural Network Models -- 2.3 Summary of Results -- 3 Hyperparameter Optimisation -- 3.1 1D Branch -- 3.2 2D Branch -- 4 Results and Discussion -- 4.1 1D Branch -- 4.2 2D Branch -- 4.3 A Brief Weight Analysis -- 5 Conclusions and Outlook -- References. ; A Computational Measure for the Semantic Readability of Segmented Texts -- 1 Introduction -- 2 The Semantic Readability Index for Segmented Texts -- 3 Computation of the Text Segment Embeddings -- 4 Computation of the Hamiltonian Paths -- 5 Computation of the Readability Index -- 6 Experiments -- 6.1 Selected Texts -- 6.2 Experimental Setting -- 6.3 Experimental Results -- 7 Conclusion and Future Work -- References -- Predictive Maintenance Experiences on Imbalanced Data with Bayesian Optimization Approach -- 1 Introduction -- 2 Background and Related Works -- 3 Dataset Description -- 3.1 AI4I 2020 Predictive Maintenance Dataset -- 3.2 Electrical Power System Transmission Lines Dataset -- 4 Exploratory Analysis -- 5 Methodology for Predictive Maintenance -- 5.1 Algorithm Description -- 5.2 Training Phase -- 6 Results and Discussions -- 7 Conclusions -- References -- Empowering COVID-19 Fact-Checking with Extended Knowledge Graphs -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 4 Results -- 4.1 Dataset Creation -- 4.2 SPO Extraction -- 4.3 Knowledge Graph Creation -- 5 Discussion -- 6 Conclusions and Future Works -- References -- International Workshop on Advances in information Systems and Technologies for Emergency management, risk assessment and mitigation based on the Resilience (ASTER 2022) -- Multi-hazard Analysis and Mapping of Infrastructure Systems at National Level Using GIS Techniques: Preliminary Results -- 1 Introduction -- 1.1 The Italian Territorial Context -- 1.2 The CIPCast Platform -- 1.3 The RAFAEL Project -- 2 Study Area Characteristics -- 2.1 Hazards -- 3 Materials and Methods -- 3.1 Datasets -- 3.2 Hazard Mapping -- 4 Results -- 5 Discussion and Conclusions -- References -- International Workshop on Advances in Web Based Learning (AWBL 2022) -- Use of Metaverse in Education -- 1 Introduction -- 1.1 Web 1.0 -- 1.2 Web 2.0. ; 1.3 Web 3.0 -- 2 Metaverse Environment -- 3 Metaverse Architecture -- 4 A Brief History of Metaverse -- 5 Use of Metaverse in Education -- 6 Advantages and Disadvantages of Using Metaverse in Education -- 7 Conclusion -- References -- Peculiarities of Formation and Implementation of State Policy in the Field of Continuous Education in Ukraine -- 1 Introduction -- 2 Materials and Methods -- 3 Results and Discussion -- 3.1 Theoretical Approaches to the Formation of State Policy in the Field of Continuing Education -- 3.2 Analysis of the Current State of Implementation of State Policy in the Field of Continuing Education -- 4 Conclusion -- References -- International Workshop on Block chain and Distributed Ledgers: Technologies and Applications (BDLTA 2022) -- A Multilayer Approach to the Security of Blockchain Networks of the Future -- 1 Introduction -- 2 Future Developments of Blockchain in 6G Network -- 3 Layered Data Protection Approach -- 4 Failure Recovery -- 5 Open Digital Asset Protocol (ODAP) -- 6 Distributed Recovery Procedure -- 7 Conclusion -- References -- NFT Performance and Security Review -- 1 Intro -- 2 Life of an NFT -- 2.1 Artist Creates NFT - Minting -- 2.2 Selling -- 2.3 Automated Market Maker (AMM) -- 3 NFT Structure -- 4 NFT Architecture Review -- 4.1 JSON Files -- 4.2 Storage of Meta-Information and Media Data Options -- 4.3 Options for Interacting with NFT Content -- 5 Ethereum Scaling -- 5.1 On-Chain Scaling -- 5.2 Off-Chain Scaling -- 6 Main Technological Issues We See in NFT Technology -- 6.1 Slow Processing of Operations -- 6.2 High Gas Cost -- 6.3 Blockchain Compatibility -- 6.4 Unavailability of NFT Data -- 7 Conclusion -- References -- Building an Example of the DeFi Presale Cross-chain Application -- 1 Introduction -- 2 Related Work -- 3 The Launchpad Application -- 3.1 The Components of the Presale Platform. ; 3.2 The Principle of Operation of a Decentralized Exchange (DEX) -- 3.3 The Crosschain-Part of the Application -- 3.4 Project Architecture -- 3.5 The Presale's Lifecycle -- 3.6 Analysis of the Results Obtained -- 4 Conclusions -- References -- Decomposition, Depositing and Committing of Digital Footprint of Complex Composite Objects -- 1 Introduction and Related Works -- 2 Method -- 2.1 Composite Object and Maturity Stages of Its Commit -- 2.2 Structures of Composite Objects -- 2.3 Approach to the Description of External and Internal Fragmentation -- 2.4 IPUniversity Platform -- 3 Case Study -- 4 Results and Discussion -- 5 Conclusion -- References -- International Workshop on Bio and Neuro inspired Computing and Applications (BIONCA 2022) -- PSO Performance for Solving Nonlinear Systems of Equations: Comparing Segmentation of Search Space and Increase of Number of Particles -- 1 Introduction -- 2 Particle Swarm Optimization -- 3 Evolution of Search Space -- 4 Segmented PSO -- 5 Test Problems -- 6 Results Obtained -- 7 Conclusion -- References -- Mathematical Modeling of Chiller-Based Refrigeration Systems for Energy Efficiency Optimization -- 1 Introduction -- 2 Chillers in Refrigeration System -- 3 Proposed Model for the Compression Chiller -- 4 Model Validation Results -- 5 Global Energy Demand -- 6 Conclusions -- References -- Mathematical Modeling of Cooling Towers-Based Refrigeration Systems for Energy Efficiency Optimization -- 1 Introduction -- 2 Cooling Tower in Refrigeration System -- 3 Modeling Methods -- 3.1 Merkel's Method -- 3.2 Effectiveness Method -- 4 Cooling Tower's Proposed Model -- 4.1 Tower -- 4.2 Tower's Fans -- 5 Model Validation Results -- 6 Conclusions -- References -- The Influence of Amyloid-Beta on Calcium Dynamics in Alzheimer's Disease: A Spatio-Temporal Study -- 1 Introduction -- 2 Mathematical Model. ; 3 Computational Framework and Numerical Results.
• Sommario/riassunto: The eight-volume set LNCS 13375 – 13382 constitutes the proceedings of the 22nd International Conference on Computational Science and Its Applications, ICCSA 2022, which was held in Malaga, Spain during July 4 – 7, 2022. The first two volumes contain the proceedings from ICCSA 2022, which are the 57 full and 24 short papers presented in these books were carefully reviewed and selected from 279 submissions. The other six volumes present the workshop proceedings, containing 285 papers out of 815 submissions. These six volumes includes the proceedings of the following workshops: Advances in Artificial Intelligence Learning Technologies: Blended Learning, STEM, Computational Thinking and Coding (AAILT 2022); Workshop on Advancements in Applied Machine-learning and Data Analytics (AAMDA 2022); Advances in information Systems and Technologies for Emergency management, risk assessment and mitigation based on the Resilience (ASTER 2022); Advances in Web Based Learning (AWBL 2022); Blockchain and Distributed Ledgers: Technologies and Applications (BDLTA 2022); Bio and Neuro inspired Computing and Applications (BIONCA 2022); Configurational Analysis For Cities (CA Cities 2022); Computational and Applied Mathematics (CAM 2022), Computational and Applied Statistics (CAS 2022); Computational Mathematics, Statistics and Information Management (CMSIM); Computational Optimization and Applications (COA 2022); Computational Astrochemistry (CompAstro 2022); Computational methods for porous geomaterials (CompPor 2022); Computational Approaches for Smart, Conscious Cities (CASCC 2022); Cities, Technologies and Planning (CTP 2022); Digital Sustainability and Circular Economy (DiSCE 2022); Econometrics and Multidimensional Evaluation in Urban Environment (EMEUE 2022); Ethical AI applications for a human-centered cyber society (EthicAI 2022); Future Computing System Technologies and Applications (FiSTA 2022); Geographical Computing and Remote Sensing for Archaeology (GCRSArcheo 2022); Geodesign in Decision Making: meta planning and collaborative design for sustainable and inclusive development (GDM 2022); Geomatics in Agriculture and Forestry: new advances and perspectives (GeoForAgr 2022); Geographical Analysis, Urban Modeling, Spatial Statistics (Geog-An-Mod 2022); Geomatics for Resource Monitoring and Management (GRMM 2022); International Workshop on Information and Knowledge in the Internet of Things (IKIT 2022); 13th International Symposium on Software Quality (ISSQ 2022); Land Use monitoring for Sustanability (LUMS 2022); Machine Learning for Space and Earth Observation Data (MALSEOD 2022); Building multi-dimensional models for assessing complex environmental systems (MES 2022); MOdels and indicators for assessing and measuring the urban settlement deVElopment in the view of ZERO net land take by 2050 (MOVEto0 2022); Modelling Post-Covid cities (MPCC 2022); Ecosystem Services: nature’s contribution to people in practice. Assessment frameworks, models, mapping, and implications (NC2P 2022); New Mobility Choices For Sustainable and Alternative Scenarios (NEMOB 2022); 2nd Workshop on Privacy in the Cloud/Edge/IoT World (PCEIoT 2022); Psycho-Social Analysis of Sustainable Mobility in The Pre- and Post-Pandemic Phase (PSYCHE 2022); Processes, methods and tools towards RESilient cities and cultural heritage prone to SOD and ROD disasters (RES 2022); Scientific Computing Infrastructure (SCI 2022); Socio-Economic and Environmental Models for Land Use Management (SEMLUM 2022); 14th International Symposium on Software Engineering Processes and Applications (SEPA 2022); Ports of the future - smartness and sustainability (SmartPorts 2022); Smart Tourism (SmartTourism 2022); Sustainability Performance Assessment: models, approaches and applications toward interdisciplinary and integrated solutions (SPA 2022); Specifics of smart cities development in Europe (SPEED 2022); Smart and Sustainable Island Communities (SSIC 2022); Theoretical and Computational Chemistryand its Applications (TCCMA 2022); Transport Infrastructures for Smart Cities (TISC 2022); 14th International Workshop on Tools and Techniques in Software Development Process (TTSDP 2022); International Workshop on Urban Form Studies (UForm 2022); Urban Regeneration: Innovative Tools and Evaluation Model (URITEM 2022); International Workshop on Urban Space and Mobilities (USAM 2022); Virtual and Augmented Reality and Applications (VRA 2022); Advanced and Computational Methods for Earth Science Applications (WACM4ES 2022); Advanced Mathematics and Computing Methods in Complex Computational Systems (WAMCM 2022).
• Titolo autorizzato: Computational Science and Its Applications – ICCSA 2022 Workshops
• ISBN: 3-031-10536-2
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910585785403321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Computer Science, . 1611-3349 ; ; 13377