Advanced Information Systems Engineering Workshops : CAiSE 2024 International Workshops, Limassol, Cyprus, June 3-7, 2024, Proceedings

• Autore: Almeida João Paulo A
• Pubblicazione: Cham : , : Springer International Publishing AG, , 2024; ©2024
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (382 pages)
• Altri autori: Di CiccioClaudio KalloniatisChristos
• Nota di contenuto: Intro -- Preface -- Organization -- Contents -- BC4IS+B4TDS -- International Workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS) -- Organization -- BC4IS Workshop Co-chairs -- BC4IS Workshop Program Committee -- B4TDS Workshop Co-chairs -- B4TDS Workshop Program Committee -- Blockchain in E-Learning Platform to Enhance Trustworthy and Sharing of Micro-credentials -- 1 Introduction -- 2 Background, Related Work and Contribution -- 2.1 Micro-credentials -- 2.2 Blockchain -- 2.3 Related Work -- 2.4 Contribution -- 3 E-Learning Platform and Micro-credentials -- 4 Consortium Blockchain Within E-Learning Platforms -- 4.1 Institutions and Candidates Actions -- 5 Discussion -- 6 Conclusion -- References -- A Conceptual Model for Blockchain-Based Trust in Digital Ecosystems (Short Paper) -- 1 Introduction -- 2 Related Work -- 3 Conceptual model -- 3.1 N7: Running Example -- 3.2 Ontology of Trust in Digital ecosystems -- 3.3 The Problems of Third Parties and How Blockchain Can help -- 3.4 The Need for Capabilities Manifestation For Blockchain -- 4 Conclusion and Future work -- References -- High-Performance Confidentiality-Preserving Blockchain via GPU-Accelerated Fully Homomorphic Encryption -- 1 Introduction -- 2 Related Work -- 2.1 Confidentiality-Preserving Blockchains -- 2.2 GPU-Accelerated Fully Homomorphic Encryption -- 3 Overview -- 3.1 System Model -- 3.2 Threat Model -- 3.3 Gafe's Workflow Overview -- 4 Workflow Description -- 4.1 Client Key Generation -- 4.2 GPU-Accelerated Transaction Execution -- 5 Evaluation -- 5.1 Settings -- 5.2 End-to-End Performance -- 6 Conclusion -- References -- A Blockchain-Based Approach for Model Card Accountability and Regulatory Compliance -- 1 Introduction -- 2 Background -- 2.1 Model Cards -- 2.2 Tokenization of Model Cards -- 2.3 Motivating Scenario. ; 3 Proposed Approach: m-LUCE -- 3.1 Approach Overview -- 3.2 Modeling State Parameterization for Model Cards -- 4 Evaluation and Discussion -- 4.1 Functional Testing -- 4.2 Discussion -- 5 Conclusions and Future Work -- References -- HybridAIMS -- 2nd International Workshop on Hybrid Artificial Intelligence and Enterprise Modelling for Intelligent Information Systems (HybridAIMS 2024) -- Organization -- Workshop Chairs -- Program Committee -- A Hierarchical Knowledge Framework for Digital Twins of Buildings and Their Energy Systems (Position Paper) -- 1 Introduction -- 2 BIM, BMS and EMS and Digital Twins -- 3 Physics-Based Simulation and Artificial Intelligence -- 4 From Data to Wisdom, a Paradigm for Digital Twins -- 4.1 The NEST Demonstrator -- 4.2 An Implementation of the DIKW for Buildings and Energy Systems -- 4.3 Analysis of a Specific Application -- 5 Conclusion and Outlook -- References -- Integrating Generative Artificial Intelligence into Supply Chain Management Education Using the SCOR Model -- 1 Introduction -- 2 Background -- 3 Case Study: A SCM University Course -- 3.1 Generative AI Course Companion Requirements and Goals -- 3.2 Introduction to Vertex AI Search -- 3.3 Setting up the Vertex AI Search -- 3.4 Evaluation -- 3.5 Results -- 3.6 Enhancement Strategies -- 4 Implications and Further Research -- References -- An Explanation User Interface for a Knowledge Graph-Based XAI Approach to Process Analysis -- 1 Research Background and Objective -- 2 Basics of Human Interactions for XAI -- 3 Design Catalog for Explanation User Interfaces -- 4 Demonstration and Evaluation of an XUI -- 4.1 Current State of KBXAI-PA -- 4.2 Designing and Demonstrating of an XUI for KBXAI-PA -- 4.3 Evaluating the XUI for KBXAI-PA Through Expert Interviews -- 5 Key Findings, Research Perspectives and Implications -- References. ; Enhancing Research Clarity: Ontology-Based Modeling of Argumentation in RPML -- 1 Introduction -- 2 Literature Review -- 2.1 Identification of a Research-Worthy Problem -- 2.2 Conceptual Modeling for Visualization of Research Problems -- 3 Methodology -- 4 An Ontological Metamodel for Research -- 5 Application of the Modelling Language -- 6 Conclusion -- References -- Student Performance Prediction Model Based on Course Description and Student Similarity -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Data Set from Student Enrolment Process -- 5 Design and Development of the Prototypes -- 5.1 Course Description Similarity -- 5.2 Course Performance Similarity -- 5.3 Performance Prediction -- 6 Evaluation -- 7 Conclusion -- References -- Towards Explainable Public Sector AI: An Exploration of Neuro-Symbolic AI and Enterprise Modeling (Short Paper) -- 1 Introduction -- 2 XAI: The Imperative for Explainability in the Public Sector -- 3 Neuro-Symbolic AI (NSAI) for Enhanced Explainability -- 4 Enterprise Modeling (EM): Discovering Rules for the Symbolic AI -- 5 Integration: Exploring the Synergy of XAI, NSAI, and EM -- 6 Conclusion and Future Work -- References -- A Survey to Evaluate the Completeness and Correctness of a Morphological Box for AI Solutions -- 1 Introduction -- 2 Theoretical Background -- 2.1 Morphological Box for AI Solutions -- 2.2 Taxonomy Development -- 3 Research and Survey Design -- 4 Analysis of the Survey Results -- 4.1 Participants -- 4.2 Statistical Evaluation -- 4.3 Feature Analysis -- 4.4 Value Analysis -- 5 Discussion -- 5.1 Possible New Features -- 5.2 Possible New Values -- 5.3 Possible Reorganization of the Values -- 6 Summary and Future Research -- References -- KG4SDSE -- Preface: 2nd Workshop on Knowledge Graphs for Semantics-Driven Systems Engineering (KG4SDSE 2024) -- Organization -- Workshop Chairs. ; Web Chair -- Program Committee -- Understanding the Semantic SQL Transducer -- 1 Introduction -- 2 The Role of a Semantic SQL Transducer -- 3 Inside the Semantic SQL Transducer -- 4 Designing the Semantic SQL Transducer -- 5 Conclusions -- References -- Enhancing Complex Linguistic Tasks Resolution Through Fine-Tuning LLMs, RAG and Knowledge Graphs (Short Paper) -- 1 Introduction -- 2 Related Work -- 3 Proposed Pipeline -- 3.1 Enhancing LLMs with RAG and KGs -- 3.2 KGs Construction via Prompt Engineering -- 3.3 Guide Complex Tasks Resolution via Fine-Tuning -- 4 Conclusions and Future Work -- References -- Improving the Service Quality in Fitness Industry by Using a Knowledge Graph Based Modeling Toolkit -- 1 Introduction -- 2 Storytelling with Modeling Tools -- 3 Research Problem -- 3.1 Who -- 3.2 What -- 3.3 Why -- 3.4 How -- 3.5 Where -- 4 Conclusions -- References -- LLMs for Knowledge-Graphs Enhanced Task-Oriented Dialogue Systems: Challenges and Opportunities -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Preliminary Questions for ChatGPT -- 3.2 Ontology -- 3.3 Setup Format -- 3.4 Prompting Techniques and Examples -- 4 Results and Discussion -- 4.1 ChatGPT on the Static KGC Task -- 4.2 ChatGPT on the Temporal KGC Task -- 4.3 ChatGPT on the KGR Task -- 5 Conclusion -- References -- Property Graphs at Scale: A Roadmap and Vision for the Future (Short Paper) -- 1 Introduction -- 2 Roadmap to the Future -- 2.1 Establishing a Declarative Query Language for PGs -- 2.2 Data Integration -- 2.3 Scalable Data Processing -- 3 Conclusions -- References -- Knowledge Graph for Reusing Research Knowledge on Related Work in Data Analytics -- 1 Introduction -- 2 Research Method -- 3 Analytics Project Ontology -- 4 Real Estate Analytics Knowledge Graph -- 5 Using Knowledge Graph Based Web Application -- 6 Conclusion -- References. ; An Ontology-Based Meta-modelling Approach for Semantic-Driven Building Management Systems -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Focus Group Findings -- 4 The Ontology-Based Meta-modelling Approach for Building Management Systems -- 4.1 The Ontology Architecture -- 4.2 The Ontology-Based PID Language -- 5 Evaluation -- 6 Findings and Discussion -- 7 Conclusion -- References -- EOMAS -- 20 years of the EOMAS workshop -- Organization -- Steering Committee -- Customizing a Generic Digital Transformation Objectives Model onto a Telecommunication Company -- 1 Introduction -- 2 Research Approach and Method -- 3 Results -- 3.1 Preliminary Interview Round: Domain Knowledge Collection -- 3.2 Instantiated DT Strategic Objectives Representation -- 3.3 Post Interview Round: Evaluation and Validation of the Instantiated DT Objectives Representation -- 4 Discussion -- 5 Conclusion -- References -- Analyzing Customer Sentiments: A Comparative Evaluation of Large Language Models for Enhanced Business Intelligence -- 1 Introduction -- 2 Related Work -- 2.1 Customer Sentiment Analysis -- 2.2 Methods for Sentiment Analysis -- 2.3 Using Large Language Models for Sentiment Analysis -- 3 Methodology -- 3.1 Research Question Statement -- 3.2 Selection of Large Language Models -- 3.3 Dataset Preparation -- 3.4 Exploratory Phase -- 3.5 Focused Experiments -- 3.6 Observations Analysis -- 4 Observation Analysis -- 5 Discussion -- 6 Conclusions and Future Work -- References -- Conceptual Data Normalisation from the Practical View of Using Graph Databases -- 1 Introduction -- 2 Motivation -- 3 Attempts to Overcome the Limitations of Relational Databases -- 4 Object Class Normalisation - Ambler's Approach -- 5 Frisendal's Approach to the Graph Normalisation -- 6 Our Approach to the Graph Database Normalisation -- 7 Conclusion -- References. ; Deriving Object Oriented Normalisation from Conceptual Normalisation.
• Titolo autorizzato: Advanced Information Systems Engineering Workshops
• ISBN: 9783031610035; 9783031610028
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910865248403321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Business Information Processing Series