06679nam 22008415 450 99654682100331620230810064506.03-031-39689-810.1007/978-3-031-39689-2(MiAaPQ)EBC30716864(Au-PeEL)EBL30716864(DE-He213)978-3-031-39689-2(PPN)27226234X(EXLCZ)992800812950004120230810d2023 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDatabase and Expert Systems Applications - DEXA 2023 Workshops[electronic resource] 34th International Conference, DEXA 2023, Penang, Malaysia, August 28–30, 2023, Proceedings /edited by Gabriele Kotsis, A Min Tjoa, Ismail Khalil, Bernhard Moser, Atif Mashkoor, Johannes Sametinger, Maqbool Khan1st ed. 2023.Cham :Springer Nature Switzerland :Imprint: Springer,2023.1 online resource (106 pages)Communications in Computer and Information Science,1865-0937 ;1872Print version: Kotsis, Gabriele Database and Expert Systems Applications - DEXA 2023 Workshops Cham : Springer,c2023 9783031396885 Intro -- Preface -- Organization -- Contents -- AI System Engineering: Math, Modelling and Software -- DSD: The Data Source Description Vocabulary -- 1 Introduction -- 2 Related Work -- 3 The Data Source Description Vocabulary (DSD) -- 4 Use Cases and Applications of DSD -- 5 Evaluation Against the FAIR Principles -- 5.1 Automatic Evaluation -- 5.2 Manual Evaluation -- 6 Conclusion and Outlook on Future Work -- References -- Analyzing the Innovative Potential of Texts Generated by Large Language Models: An Empirical Evaluation -- 1 Introduction -- 2 Background -- 3 Methods -- 4 Results -- 5 Conclusion and Outlook -- References -- LocBERT: Improving Social Media User Location Prediction Using Fine-Tuned BERT -- 1 Introduction -- 2 Related Work -- 3 Predicting User Location -- 3.1 Data -- 3.2 LocBERT -- 4 Experimental Results and Discussion -- 5 Conclusion -- References -- Measuring Overhead Costs of Federated Learning Systems by Eavesdropping -- 1 Introduction -- 2 Related Work -- 3 Design -- 4 Reference Implementation -- 5 Challenges -- 6 Results -- 6.1 Bytes Sent -- 6.2 Synchronisation Time -- 6.3 The Cost of Eavesdropping -- 7 Conclusion and Future Work -- References -- Cyber-Security and Functional Safety in Cyber-Physical Systems -- A Context Ontology-Based Model to Mitigate Root Causes of Uncertainty in Cyber-Physical Systems -- 1 Introduction -- 2 Literature Review -- 3 Context Ontology-Based Uncertainty Mitigation (COUM) Model -- 3.1 Justification -- 3.2 Proposed Meta-Model -- 3.3 COUM Model -- 4 Care-o-Bot System Case Study -- 5 Results and Discussion -- 6 Conclusion and Future Directions -- References -- Architecture for Self-protective Medical Cyber-Physical Systems -- 1 Introduction -- 2 Related Work -- 3 Security and Privacy Challenges -- 4 Self-protective MCPS Architecture -- 5 Sample Scenario -- 6 Discussion -- 7 Conclusion.References -- An Approach for Safe and Secure Software Protection Supported by Symbolic Execution -- 1 Introduction -- 2 Control State ASMs -- 3 Threat Model -- 4 PUF-Based Software Protection Method -- 4.1 Approach -- 4.2 Method -- 5 Security Evaluation -- 6 Summary -- References -- Towards Increasing Safety in Collaborative CPS Environments -- 1 Introduction -- 2 Motivation -- 3 Challenges -- 4 Framework Architecture -- 5 Proof of Concept -- 6 Related Work -- 7 Conclusion -- References -- An Intermediate Representation for Rewriting Cypher Queries -- 1 Introduction -- 2 Related Work -- 3 Abstract Syntax Tree for Cypher Queries -- 3.1 Types of AST Nodes -- 3.2 AST Classes -- 4 Implementation -- 5 Conclusion -- References -- An Effective Feature Selection for Diabetes Prediction -- 1 Introduction -- 2 Related Work -- 3 Proposed Method -- 3.1 Data Collection -- 3.2 Pre-processing -- 3.3 Prediction -- 4 Experimentation -- 4.1 Result -- 5 Conclusion -- References -- Author Index.This volume constitutes the refereed proceedings of the workshops held at the 34th International Conference on Database and Expert Systems Applications, DEXA 2023, held in Penang, Malaysia, in August 2023: The 7th International Workshop on Cyber-Security and Functional Safety in Cyber-Physical Systems, IWCFS 2023, and The 3rd International Workshop on AI System Engineering: Math, Modelling and Software, AISys2023. The 7 full papers and 3 short papers were thoroughly reviewed and selected from 20 submissions, and discuss a range of topics including: knowledge discovery, biological data, cyber security, cyber-physical system, machine learning, knowledge graphs, information retriever, data base, and artificial intelligence.Communications in Computer and Information Science,1865-0937 ;1872Database managementData miningData structures (Computer science)Information theorySoftware engineeringArtificial intelligenceComputer engineeringComputer networksDatabase ManagementData Mining and Knowledge DiscoveryData Structures and Information TheorySoftware EngineeringArtificial IntelligenceComputer Engineering and NetworksDatabase management.Data mining.Data structures (Computer science).Information theory.Software engineering.Artificial intelligence.Computer engineering.Computer networks.Database Management.Data Mining and Knowledge Discovery.Data Structures and Information Theory.Software Engineering.Artificial Intelligence.Computer Engineering and Networks.005.74Kotsis Gabriele848995Tjoa A. Min909730Khalil Ismail1379892Moser Bernhard1423787Mashkoor Atif1423788Sametinger Johannes1408777Khan Maqbool1423789MiAaPQMiAaPQMiAaPQBOOK996546821003316Database and Expert Systems Applications - DEXA 2023 Workshops3552257UNISA