Innovations for Community Services : 24th International Conference, I4CS 2024, Maastricht, the Netherlands, June 12-14, 2024, Proceedings

• Autore: Phillipson Frank
• Pubblicazione: Cham : , : Springer, , 2024; ©2024
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (433 pages)
• Altri autori: EichlerGerald ErfurthChristian FahrnbergerGünter
• Nota di contenuto: Intro -- Foreword -- Preface -- Organization -- Invited Talks -- Decision Support for Home Health Care Services in Urban Regions -- Saving Lives with Mathematics -- Contents -- Invited Paper -- Responsibility and Explainability in Using Intelligent Systems -- 1 Introduction -- 2 Basic Model: The Responsibility Triangle -- 2.1 The Smart Mobility Case -- 2.2 The Healthcare Case -- 3 Extended Model: The Responsibility Quadrangle -- 3.1 The Smart Mobility Case -- 3.2 The Healthcare Case -- 4 Quadrangle with Direct and Proxy Actors -- 4.1 The Smart Mobility Case -- 4.2 The Healthcare Case -- 5 Conclusions -- References -- Quantum Computing -- QUBO Formulation for Sparse Sensor Placement for Classification -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 The Model -- 3.2 Quantum Annealing and QUBO Formulation -- 3.3 A Quantum Annealing Approach to Feature Selection -- 3.4 Machine Learning Approach to SSPO by Brunton et al. -- 3.5 LDA Classifier Algorithm -- 4 Results and Discussion -- 4.1 Extended Yale B Database -- 4.2 Experiments and Results -- 4.3 Discussion -- 5 Conclusion -- References -- Leveraging Quantum Technology to Enhance Community Services and Supportive ICT Infrastructure -- 1 Introduction -- 2 Introduction to Quantum Technology -- 3 Quantum Sensing -- 4 Quantum Computing Algorithms -- 5 Quantum Communication -- 6 Recommendations and Conclusions -- References -- SATQUBOLIB: A Python Framework for Creating and Benchmarking (Max-)3SAT QUBOs -- 1 Introduction -- 2 Foundations -- 2.1 Satisfiability Problems -- 2.2 Quadratic Unconstrained Binary Optimization (QUBO) -- 3 Related Work -- 4 Satqubolib: Creating and Benchmarking (Max-)3SAT Instances -- 4.1 Handling SAT Instances: The Satqubolib.formula Module -- 4.2 Creating SAT QUBOs: The Satqubolib.transformations Module. ; 4.3 Generating Hard SAT Instances: The Satqubolib.generators Module -- 4.4 Benchmark Dataset of Practically Hard Satisfiability Instances -- 4.5 The Satqubolib.examples Package -- 4.6 Framework Maintenance and Community Involvement -- 5 Conclusion -- References -- Pervasive Computing -- Better Together - Empowering Citizen Collectives with Community Learning -- 1 Introduction -- 2 Problem Analysis: Social and Technical Barriers Preventing Progress on Transitions -- 3 Multi-Level Approach to Community Learning and Transitions -- 4 Open Challenges for Data and Learning Infrastructure -- 4.1 Providing Value and Accessibility for All -- 4.2 Handling Privacy, Providing Trust and Autonomy -- 4.3 Enable Systematic Community Learning from Observational Data Using Open Science Principles -- 4.4 Enabling Scaling in Order to Accelerate and Link to the 'Systems World' -- 5 Discussion and Future Work -- References -- The Future of Ageing: The Impact of Smart Home Technologies on Ageing in Place -- 1 Introduction -- 2 Basics and Methodological Approach -- 2.1 Smart Home Technologies and Independent Living in Older Age -- 2.2 Methodological Approach -- 3 Overview of Smart Home Technologies -- 3.1 Health -- 3.2 Security -- 3.3 Comfort -- 4 User-Centered: Needs and Preferences of the Older Generation -- 5 Future Developments in the Smart Home Sector -- 5.1 Smart Home Developments -- 5.2 Assessment of the Future of Ageing at Home -- 6 Reflection and Outlook -- References -- Examining Smart Neighborhood Platforms: A Qualitative Exploration of Features and Applications -- 1 Introduction -- 2 Related Work -- 2.1 Defining Neighborhood and Neighborhood Platforms -- 2.2 Exploring Digital Neighborhood Platforms: Networking Dynamics and Emerging Trends in Community Engagement -- 3 Methodology and Research Design -- 4 Exploring the Results. ; 4.1 Exploring Characteristics and Features -- 4.2 Exploring Practical Applications -- 5 Conclusion and Future Research Directions -- References -- Information Analysis -- WebMap - Large Language Model-assisted Semantic Link Induction in the Web -- 1 Initial Situation -- 2 WebMap's Architecture -- 3 Improving WebMap -- 3.1 Language Modeling and Large Language Models (LLMs) -- 3.2 Neural Induction of Local Term Proximity Graphs -- 3.3 Towards a Semantic Signpost -- 3.4 Detecting Subclusters and Handling Outliers -- 4 Discussion, Limitations, and Future Directions -- 5 Conclusion -- References -- Development and Validation of AI-Driven NLP Algorithms for Chatbots in Requirement Engineering -- 1 Introduction -- 2 Related Work -- 3 Theory -- 3.1 Stakeholder Identification -- 3.2 Stakeholder Requirements -- 3.3 Chatbot Requirements -- 4 Concept -- 5 Evaluation -- 6 Discussion -- 7 Conclusion -- References -- Structured Knowledge Extraction for Digital Twins: Leveraging LLMs to Analyze Tweets -- 1 Introduction -- 2 Related Work -- 2.1 Navigating Cyber Threats Through Digital Twin Technology -- 2.2 Few-Shot Information Extraction -- 2.3 Fine-Tuning for Large Language Models -- 3 From Dataset Construction to Extraction Evaluation -- 3.1 Dataset Creation -- 3.2 Modeling -- 4 Results and Evaluation -- 5 Discussion -- 6 Conclusion -- References -- Graphs and Routing -- Oblivious Graph Algorithms for Solving TSP and VRP Using FHE and MPC -- 1 Introduction -- 1.1 Related Work -- 1.2 Contributions -- 1.3 Lessons Learned -- 1.4 Outline -- 2 Preliminaries -- 2.1 Graph Problems -- 2.2 Graph Algorithms -- 2.3 Cryptographic Methods -- 2.4 Oblivious Computation -- 3 Model -- 4 Oblivious Graph Algorithms -- 4.1 Tour Construction -- 4.2 Tour Augmentation -- 4.3 Comparison -- 5 Experimental Results -- 5.1 FHE Implementation - Concrete -- 5.2 MPC Implementation - MPyC. ; 5.3 Results -- 6 Conclusion -- References -- Route Optimization of an Unmanned Aerial Vehicle Beyond Visual Line of Sight -- 1 Introduction -- 2 Constraints -- 2.1 Regulatory Constraints -- 2.2 Technical Constraints -- 2.3 Aeronautical Constraints -- 2.4 Population Density -- 2.5 Other Constraints -- 3 Related Work -- 3.1 Routing and Path Optimization -- 3.2 Evolutionary and Genetic Algorithms -- 3.3 Machine Learning -- 4 Routing Optimization -- 4.1 Route Initialization -- 4.2 Route Optimization -- 4.3 Route Simplification -- 5 Results -- 5.1 Flight Route -- 5.2 Penalty Functions -- 5.3 Traversing Austria Without Crossing Motorways -- 5.4 Route Streamlining and Reduction of Waypoints -- 6 Conclusion -- References -- Spanning Thread: A Multidimensional Classification Method for Efficient Data Center Management -- 1 Introduction -- 2 Related Work -- 3 Spanning Thread Algorithm -- 4 Ordered Spanning Thread -- 5 Assessment of the Spanning Thread Method -- 6 VM Placement on the Management of the Data Center -- 7 Conclusion -- References -- Secure Applications -- Integrating Contextual Integrity in Privacy Requirements Engineering: A Study Case in Personal E-Health Applications -- 1 Introduction -- 2 Background and Related Work -- 2.1 Privacy as Contextual Integrity -- 2.2 Decision Heuristics -- 2.3 Privacy Requirements Engineering -- 2.4 Contextual Integrity in Practice -- 3 Application Example: Tuberculosis Patient Monitoring -- 4 Integrating Contextual Integrity with Privacy Requirements Engineering -- 4.1 Defining Data Flow Diagram with Contextual Integrity -- 4.2 Mapping Threats Based on Informational Norms -- 4.3 Identify Misuse Case Scenarios Based on Contextual Integrity -- 4.4 Eliciting Privacy Requirements and Selecting Privacy Enhancing Solutions -- 5 Discussion -- 6 Conclusion and Future Work -- References. ; The System Architecture of a Reliable Telesurgery Service and its Performance Analysis -- 1 Introduction -- 2 System Architecture of a Remote-Controlled Telesurgery Infrastructure -- 2.1 Basic Functional Modules of a Prototypical Telesurgery System and Its Information Flows -- 2.2 Communication Infrastructure of a Reliable Telesurgery Service -- 2.3 Performance Requirements of the Communication Architecture -- 3 Emulation of a Virtualized Prototype Offering a Reliable Telesurgery Service -- 3.1 Network Architecture of the GNS3-Prototype -- 3.2 The Impact of Operational Distortions in the Communication Network on the System's Performance -- 3.3 Performance Results of the GNS3-Experiments -- 4 Conclusions -- References -- Emulation of Denial-of-Service Attacks for Software Defined Networks -- 1 Introduction -- 2 Foundation for the Demonstration -- 2.1 Software Defined Networks -- 2.2 Kathará as a Service -- 3 Attacks in Software Defined Networks -- 4 Emulation of an Attack Scenario -- 4.1 Structure of the Example Network -- 4.2 Generation and Evaluation of DDoS Attacks -- 5 Conclusion and Future Work -- References -- Information Security in Supply Chains -- Scared? Prepared? Toward a Ransomware Incident Response Scenario -- 1 Introduction -- 2 Theoretical Background and State of the Art -- 2.1 Ransomware -- 2.2 Incident Response -- 3 Research Design -- 4 Organizations and Their Experiences with Ransomware -- 4.1 System House 1 (SH1) -- 4.2 Security Solutions Company (SS1) -- 4.3 System House 2 (SH2) -- 4.4 Chemical and Pharmaceutical Company (CP1) -- 4.5 Energy Supplier (ES1) -- 4.6 Austrian Bank (AB1) -- 4.7 Logistics Company 3 (LO3) -- 4.8 Logistics Company 2 (LO2) -- 4.9 Logistics Company 1 (LO1) -- 4.10 Logistics Company 4 (LO4) -- 4.11 Defense and Space (DS1) -- 5 Real-World Cases on Ransomware Incidents -- 5.1 Aluminum Supplier (AS1). ; 5.2 Container Shipping Company (CS1).
• Titolo autorizzato: Innovations for Community Services
• ISBN: 3-031-60433-4
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910865274503321
• Lo trovi qui: Univ. Federico II
• Serie: Communications in Computer and Information Science Series