Intelligent information systems : CAiSE Forum 2021, Melbourne, VIC, Australia, June 28 - July 2, 2021, proceedings / / edited by Selmin Nurcan, Axel Korthaus

• Pubblicazione: Cham, Switzerland : , : Springer, , [2021]; ©2021
• Descrizione fisica: 1 online resource (170 pages)
• Disciplina: 005.3
• Soggetto topico: Computer software
• Persona (resp. second.): KorthausAxel; NurcanSelmin
• Nota di contenuto: Intro -- Preface -- Organization -- Contents -- Visionary Papers -- Evolution of an Adaptive Information System for Precision Medicine -- 1 Introduction -- 2 Clinical Significance and Conflict Management -- 2.1 The Clinical Significance -- 2.2 Conflicting Interpretations -- 3 Extending an AIS by Adding the Clinical Actionability -- 3.1 Ontological Characterization -- 3.2 Evolution of the Conceptual Schema -- 3.3 New Delfos Version -- 4 Conclusion and Future Work -- References -- Security Risk Estimation and Management in Autonomous Driving Vehicles -- 1 Introduction -- 2 Research Method -- 3 Literature Study -- 4 Case Analysis -- 5 Concluding Remarks -- 5.1 Lessons Learnt -- 5.2 Related Work -- References -- BPMN Extensions for Modeling Continuous Processes -- 1 Introduction -- 2 Scenario Analysis -- 3 Modeling Requirements -- 4 BPMN Extensions for Modeling Continuous Processes -- 5 Application -- 6 Related Work -- 7 Conclusion -- References -- Sensor Data Stream Selection and Aggregation for the Ex Post Discovery of Impact Factors on Process Outcomes -- 1 Introduction -- 2 Approach -- 3 Evaluation -- 4 Discussion -- 5 Related Work -- 6 Conclusion -- References -- Requirements Elicitation for Applications Running on a Blockchain: Preliminary Results -- 1 Introduction -- 2 Related Work -- 2.1 Background -- 2.2 RE for DApps -- 3 Data Collection -- 3.1 Data Collection Methodology and Data Summary -- 3.2 Data Annotation -- 4 Results -- 5 Discussion -- 6 Conclusion -- References -- ISGE: A Conceptual Model-Based Method to Correctly Manage Genome Data -- 1 Introduction -- 2 Genome Data Issue Identification -- 3 Method Definition -- 4 Application of the Method -- 5 Conclusions -- References -- Case Level Counterfactual Reasoning in Process Mining -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Situation Feature Table Extraction. ; 3.2 Explanation Generation Method -- 4 Experimental Results -- 5 Conclusion -- References -- Evaluating Fidelity of Explainable Methods for Predictive Process Analytics -- 1 Introduction -- 2 Background and Related Work -- 2.1 Explainable AI -- 2.2 Fidelity of Explanations -- 2.3 Problem Statement -- 3 Fidelity Evaluation Method -- 4 Evaluation and Analysis -- 4.1 Design of Experiments -- 4.2 Datasets -- 4.3 Results and Analysis -- 5 Conclusion -- References -- Data-Driven Process Performance Measurement and Prediction: A Process-Tree-Based Approach -- 1 Introduction -- 2 Related Work -- 3 Background -- 4 POA-Based Performance Measurement and Prediction -- 4.1 Performance Quantification -- 4.2 Performance Change Injection -- 5 Evaluation -- 6 Conclusion -- References -- Detecting Privacy, Data and Control-Flow Deviations in Business Processes -- 1 Introduction -- 2 Motivating Example -- 3 Proposed Multi-layer Alignment Approach -- 4 Evaluation -- 5 Related Work -- 6 Conclusion -- References -- Dynamic Strategic Modeling for Alliance-Driven Data Platforms: The Case of Smart Farming -- 1 Introduction -- 2 Related Work -- 3 An Integrative Approach to Dynamic Ecosystems Modeling -- 4 Case Study: Analysis and Dynamic Modeling of a Smart Farming Ecosystem -- 5 Control Points in Emerging Platform Strategies -- 6 Discussion and Conclusion -- References -- Modelling Cyber-Physical Security in Healthcare Systems -- 1 Introduction -- 2 Problem Statement -- 3 Related Work -- 4 An Ontology for Cyber-Physical Security Management -- 4.1 Knowledge Acquisition -- 4.2 SafecareOnto: Assets Identification -- 4.3 SafecareOnto Conceptualization -- 4.4 SafecareOnto Implementation -- 5 Conclusion and Future Work -- References -- Declarative Process Discovery: Linking Process and Textual Views -- 1 Introduction -- 2 Declarative Process Models as DCR Graphs. ; 3 Challenges in Discovering Annotated Processes -- 4 A Discovery and Linking Pipeline -- 4.1 Discovery and Linking Algorithm -- 5 Validation -- 6 Conclusions -- References -- A Tool for Computing Probabilistic Trace Alignments -- 1 Introduction -- 2 The Process Models -- 3 The Probabilistic Trace Alignment Tool -- References -- Innovative Tools and Prototypes -- Applied Predictive Process Monitoring and Hyper Parameter Optimization in Camunda -- 1 Introduction -- 2 Background -- 2.1 Predictive Process Monitoring -- 2.2 Hyper Parameter Optimization -- 3 Tool Description and Demonstration -- 4 Evaluation -- 5 Conclusion -- References -- SmartRPA: A Tool to Reactively Synthesize Software Robots from User Interface Logs -- 1 Introduction -- 2 Running Example -- 3 SmartRPA Architecture -- 4 Evaluation -- 5 Concluding Remarks -- References -- PatternLens: Inferring evolutive patterns from web API usage logs -- 1 Introduction -- 2 Background: Process Mining in the WAPI Context -- 3 PatternLens Overview -- 3.1 Metrics Calculator -- 3.2 Patterns Detector -- 4 Onsite Demonstration -- 5 Future Work -- References -- Designing a Self-service Analytics System for Supply Base Optimization -- 1 Introduction -- 2 Supply Base Optimization -- 3 Self-service Analytics Prototype -- 3.1 Usage Scenarios and User Groups -- 3.2 Machine Learning Approach -- 3.3 User Interface -- 4 Evaluation -- 4.1 Machine Learning Approach -- 4.2 User Interface -- 5 Conclusion -- References -- Author Index.
• Titolo autorizzato: Intelligent information systems
• ISBN: 3-030-79108-4
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910485595903321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture notes in business information processing ; ; Volume 424.