Computational Science and Its Applications - ICCSA 2024 Workshops

Name: Computational Science and Its Applications - ICCSA 2024 Workshops | Hanoi, Vietnam, July 1-4, 2024, Proceedings, Part VIII
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Hanoi, Vietnam, July 1-4, 2024, Proceedings, Part VIII

Osvaldo Gervasi Beniamino Murgante Chiara Garau David Taniar Ana Maria A. C. Rocha Maria Noelia Faginas Lago(Herausgeber*in)

Springer (Verlag)

Erschienen am 25. Juli 2024

LXVI, 436 Seiten

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Beschreibung

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Inhalt

Intro
Preface
Welcome Message from Organizers
Organization
Plenary Lectures
Harnessing Artificial Intelligence for Enhanced Spatial Analysis of Natural Hazard Assessments
Software Engineering Research in a New Situation
Interpretability and Privacy Preservation in Large Language Models (LLMs)
Contents - Part VIII
Socio-Economic and Environmental Models for Land Use Management (SEMLUM 2024)
Values and Prices in the Historic City. Divergences and Value Creation
1 Introduction
2 Theory on Sub-markets Analysis
3 The Case Study
4 Method
4.1 Database Real Estate Characteristics
4.2 Fuzzy Clustering
5 Results
5.1 Identifying Real Estate Submarkets in Ortigia Based on Fuzzy Clustering
6 Conclusion and Discussion
References
The Optimal Functional Mixture for Student Housing Initiatives: An Italian Case Study
1 Introduction
1.1 Italian Student Housing Market
2 Aim
3 Background
4 Methodology
5 Case Study
5.1 Analysis of the Market Demand
5.2 Proposed Management Model
5.3 Model Application
6 Conclusions
References
Impacts of Urban Decay on the Residential Property Market: An Application to the City of Rome (Italy)
1 Introduction
2 Aim
3 Background
4 Methodology
4.1 WLS Regression Model
4.2 Phase 1. Identification of the Explanatory Variables 'Set
4.3 Phase 2. Data Collection and Correlation Analysis
4.4 Phase 3. Regression Analysis
4.5 Phase 4. Results Discussion
5 Conclusions
References
An Analysis of the Airbnb Market: A Detailed Look at Four Italian Cities
1 Introduction
2 Literature Review
3 Case Study
3.1 Research Areas
3.2 Data Description
3.3 Methods
3.4 Results and Discussions
4 Conclusions
References
A Rational Method for the Quick Assessment of the Areas' Weights Applied to the Italian Context
1 Introduction
2 Aims
3 Method
4 Application of the Proposed Method in the Italian Context
5 Conclusions
References
Assessing the Value of Cultural Landscapes Through the Integration of Biophysical-Economic Valuation, Risk Assessment and Cost-Benefit Analysis
1 Introduction
2 Methodology
2.1 Literature Review on Ecosystem Services Approach with Risk Assessment
2.2 Economic Evaluation for Resilient Cultural Landscapes
3 Discussion of the Results
3.1 The Literature Review on Ecosystem Services and Risk Assessment
3.2 The Literature Review on Economic Evaluation Methods
4 Conclusions
References
A Systematic Analysis of the Scientific Literature on the Relationships Between Urban Redevelopment Initiatives and Property Market Dynamics
1 Introduction
2 Aim
3 The Methodology Adopted for the Literature Review Development
4 Results of the Records Analysis
5 Conclusions
References
4th Workshop on Privacy in the Cloud/Edge/IoT World (PCEIoT 2024)
Exploring the Privacy Horizons: A Survey on HCI & HRI
1 Introduction
2 Methods
2.1 Keywords, Databases, and Search Strategy
2.2 Data Extraction
3 Privacy: A Preliminary Analysis
4 Privacy Issues in HCI and HRI
4.1 Privacy Issues in Voice Assistants and Connected Devices
4.2 Privacy and Security Issues in Drone Use
4.3 Privacy Considerations and Issues About Social Robots in Public and Private Environments
4.4 Privacy Considerations about the Use of Apps
4.5 Privacy Considerations - Ethical and Legal Implications
5 Techniques and Design Strategies for Privacy Preservation
5.1 Data Anonymization
5.2 Encryption
5.3 Privacy by Design
6 Conclusion
References
A Tool to Support Automation of Risk Assessment
1 Introduction
2 Risk Analysis and Assessment
2.1 Information Security Risk Management
3 GDPR and Record of Processing Activities
3.1 The Entities Involved in the Processing
3.2 Institutional Purposes of the University
4 DPIA: Data Protection Impact Assessment
4.1 Why Conduct a DPIA?
4.2 How to Conduct a DPIA
5 PIA Tool (Privacy Impact Assessment)
6 The Proposed Solution
6.1 Collection of Information for DPIA Automation
6.2 Python Code for DPIA Automation
7 Conclusion
References
Preventing Data Tampering in Smart Grids: A Blockchain-Based Digital Twin Framework
1 Introduction
2 State of the Art
3 Methodology
3.1 Heterogenous Data Collections
3.2 Digital Twin
3.3 Real-Time Series Database
3.4 Machine Learning Model
3.5 Blockchain Backup
4 Results
5 Conclusion
References
Sustainable Evolution of Long-Distance frEight paSsenger Transport (SOLIDEST 2024)
A Preliminary and Aggregate Analysis Relating to the Italian and Balkan Intermodal Corridors for the Development of International Freight Trade
1 Introduction
2 (General) Framework on TEN-T and RFC
3 Methodology
4 Results
4.1 Scenarios 0 - 1 - 2 Balkans
4.2 Scenarios 0 - 1 - 2 Italy
4.3 Scenarios 3 - 4 Greece vs. Italy
5 Discussion and Final Remarks
References
Railway Demand Evaluation: HSR Induced Component
1 Introduction
2 HSR Travel Demand Models
3 Literature Review of Induced Demand
4 Discussion
5 Conclusion
References
Dynamic Structure of Fares for High Speed Rail Services
1 Introduction
2 Literature Review
3 Framework for Analysis of Dynamic Fares
4 Pilot Experimentation on the Rome-Milan Relationship
5 Conclusions
References
State of the Art of Sustainable Development of Railway Nodes: The High Speed Rail (HSR)
1 Introduction
2 HSR Stations: Architectural Design and Territorial Attractiveness
2.1 History of Urban Planning and Railway Stations Design
2.2 Attractiveness and Lacks
3 The HSR Station Mediopadana
3.1 Characteristics of the Architectural Design and Urban Transformations
3.2 Attractiveness and Lacks Territorial of Mediopadana Station
4 The HSR Station Napoli Afragola
4.1 Characteristics of the Architectural Design and Urban Transformations
4.2 Attractiveness and Lacks Territorial of Station Napoli Afragola
5 Conclusions
References
A Network Analysis for HSR Services in the South of Italy
1 Introduction
2 Related Works
2.1 Rail Transport Accessibility
2.2 Rail Transport Connectivity
3 The Proposed Framework
3.1 Data Collection
3.2 Data Preparation
3.3 Network Analysis
4 The Pilot Study
4.1 Data Collection
4.2 Data Preparation
4.3 Network Analysis
5 Discussion and Final Remarks
References
Framework for Life Cycle Railway Sustainability Assessment: A Methodological Approach Based on Advanced Methods and Tools
1 Introduction
2 Track System: Materials and Components
3 Life Cycle Stages of Rail Track
3.1 Framework for Track Sustainability Assessment
4 A Case Study on the Integrative Approach LCC-LCA
5 Conclusion
References
Sustainability Performance Assessment: Models, Approaches, and Applications Toward Interdisciplinary and Integrated Solutions (SPA 2024)
A Selection of Sustainability Parameters for a Comprehensive Assessment of Urban Transformations
1 Introduction
2 Material and Methods
3 Results
4 Conclusions
Appendix
References
Supporting Sustainability: The Case Study of the Abruzzo Regional Sustainable Development Strategy
1 Introduction
2 Study Area
3 The "Review of the System of Regional Indicators in the Context of the Implementation of Regional Strategies for Sustainable Development" Project
4 The Sost.EN.ℜ Project
4.1 Planning Tool Mosaic Guidelines
4.2 Ecological Network Guidelines
4.3 Indicators Console
5 Discussions
6 Conclusions
References
Enhancing Vulture's Territorial Assets Through Tourism Ecosystems for Spatial Development
1 Introduction
2 The Concept of a Tourism Ecosystem
3 Key Components of Smart Tourism
4 Vulture - Alto Bradano, a Relevant Case Study
5 Conclusions
References
"Ecomuseo dell'Acqua": An Indivisible Unit of Strategic Sustainable Planning
1 Introduction
2 Accessibility is a Necessary Prerequisite for Usability
3 Place's Identity and Collective Needs
4 Discussion and Conclusions
References
Territorial Regeneration in the Crater Municipalities After the Earthquake of L'Aquila: Social Challenges and Innovative Approaches
1 Introduction
2 Reconstruction and Territorial Regeneration
3 Sustainability and Social Challenges
4 Technological Approaches
4.1 WebGis Platform
4.2 Participatory Planning with the Municipality of Santo Stefano Di Sessanio
4.3 The "Cammini Degli Altipiani" Project and the Operative Mapping
4.4 Cultural Events Billboard
5 Conclusion
References
Specifics of Smart Cities Development in Europe (SPEED 2024)
Can Be Small Municipalities Smart?
1 Introduction
2 Smart Governance and Its Tools in Local Municipalities
3 Material and Methodology
4 Research Findings and Discussion
5 Conclusions
References
Planning Sustainable and Resilient Waterfronts in the Mediterranean Insights from Athens and Lisbon
1 Introduction
2 Spatial Reference and Methodology
2.1 Athens' and Lisbon's Waterfronts as Research Laboratories
2.2 Methodological Approach and Main Steps of Investigation
3 Sustainable Waterfront Planning: The Current Debate
3.1 The Discussion
3.2 The Policy Scenery
3.3 Key Planning Concerns for Resilient Waterfronts
4 Assessing the Dynamics of Athens' and Lisbon's Waterfronts
4.1 Features, Particularities and Spatio-Functional Transformations
4.2 The Effects of Development and Spatial Policies on Waterfronts' Identity
5 Athens' and Lisbon's Waterfronts Spatial Continuity and Integration into the City: A Typological Classification Based on Spatial Criteria
5.1 Athens: A Seafront in Transition
5.2 Lisbon: A Liveable Riverfront
5.3 Athens and Lisbon: A Comparative Approach of Their Waterfronts
6 Concluding Remarks
7 Planning Sustainable Urban Waterfronts: Open Issues
References
Evaluation of Geometric and Photometric Data Augmentation for Pedestrian Detection with Thermal Cameras
1 Introduction
2 Materials and Methods
2.1 Geometric Data Transformation
2.2 Photometric Data Transformation
3 Experimental Results and Assessment
3.1 Datasets
3.2 YOLOv5
3.3 Evaluation Metric
3.4 Experimental Analysis
4 Conclusions
References
Smart and Sustainable Island Communities (SSIC 2024)
Spatial Data Management and Scenario Planning for Paving Sustainable Future Trails in Insular Territories - Case Study Milos Island, Greece
1 Setting the Scene
2 Grasping the Broader Decision Environment
3 The Methodological Approach
3.1 The Scenario Planning Approach
3.2 Assessment of Structured Scenarios - The REGIME Method
4 Implementation of the Proposed Methodology and Results
4.1 The Study Region
4.2 Structuring Scenarios for Sustainable Future Pathways of Milos Island
4.3 Evaluation of Scenarios by Use of the Regime MCA
5 Discussion
6 Conclusions
References
Assessing the Tourism Footprint in Dodecanese Complex, Greece - An Islands' Typology Approach
1 Introduction
2 Data and Methodology
3 The Dodecanese Islands' Complex
4 Dodecanese Islands' Typology According to Tourism Footprint - Results
5 Discussion and Conclusions
References
Planning Strategies and Practices for Accessibility in Peripheral Sparsely Populated Areas (SPA). A Spatial Knowledge Interpretation Approach
1 Introduction
2 The Methodological Path
2.1 Context Analysis
2.2 Definition and Implementation of a Spatial Organisation Model
2.3 Classification and Organisation of Knowledge
2.4 Model Testing. The Case Application
3 Conclusions
References
Relevance of Structural Conditions in the Sustainable Management and Reuse of Historical Military Buildings: An Interdisciplinary Approach
1 Introduction
2 The Sardinian Historical Military Heritage: Management and Typologies
3 IMASS-CHAIN: Purposes and Integrated Research Protocol
4 The Process of Knowledge Acquisition
4.1 Structural Issues in the Process of Knowledge
5 Index of Priority of Intervention
6 Case Study
7 Conclusions
References
Author Index

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