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Fundamentals of Business Architecture Modeling / / by Václav Řepa, Oleg Svatoš
Fundamentals of Business Architecture Modeling / / by Václav Řepa, Oleg Svatoš
Autore Řepa Václav
Edizione [1st ed. 2024.]
Pubbl/distr/stampa Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
Descrizione fisica 1 online resource (293 pages)
Disciplina 650.0285
658.05
Altri autori (Persone) SvatosOleg
Collana The Enterprise Engineering Series
Soggetto topico Business - Data processing
Application software
Business Informatics
Computer and Information Systems Applications
ISBN 3-031-59035-X
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto 1. Introduction to the Field of Business Architecture Modelling -- 2. Intentions and Business Processes -- 3. Causality and Business Objects -- 4. Integrating the Object-oriented and Processes-oriented Models -- 5. Implementation of the Business System Model in an Organization -- 6. MMABP Use Case.
Record Nr. UNINA-9910878059603321
Řepa Václav  
Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui
Perspectives in Business Informatics Research : 23rd International Conference on Business Informatics Research, BIR 2024, Prague, Czech Republic, September 11–13, 2024, Proceedings / / edited by Václav Řepa, Raimundas Matulevičius, Emanuele Laurenzi
Perspectives in Business Informatics Research : 23rd International Conference on Business Informatics Research, BIR 2024, Prague, Czech Republic, September 11–13, 2024, Proceedings / / edited by Václav Řepa, Raimundas Matulevičius, Emanuele Laurenzi
Autore Řepa Václav
Edizione [1st ed. 2024.]
Pubbl/distr/stampa Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
Descrizione fisica 1 online resource (268 pages)
Disciplina 005.3
Altri autori (Persone) MatulevičiusRaimundas
LaurenziEmanuele
Collana Lecture Notes in Business Information Processing
Soggetto topico Information technology - Management
Business information services
Artificial intelligence
Software engineering
Computer Application in Administrative Data Processing
IT in Business
Artificial Intelligence
Enterprise Architecture
Software Engineering
ISBN 3-031-71333-8
Formato Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione eng
Nota di contenuto Intro -- Preface -- Organization -- Keynotes -- Democratization of AI Tools: Bridging the Gap between Business Informatics and Accessible AI Innovation -- A Meaningful Road to Explanation -- Contents -- AI Opportunities and Challenges -- Business, Data and Analytics: Specifying AI Use Cases with the Help of Modeling Techniques -- 1 Introduction -- 2 Case Study Setting and Related Requirements -- 2.1 Case Study Setting -- 2.2 Case Study Requirements -- 3 Related Work and Choice of the Conceptual Model -- 3.1 Business View -- 3.2 Data and Analytics View -- 4 Application in a Real-World Case Study -- 4.1 Business View by Top-Down Strategy -- 4.2 Business View by User-Centric Strategy -- 4.3 Data View for the Prediction of Annual Construction Costs -- 4.4 Analytics View for the Prediction of Annual Construction Costs -- 5 Usefulness and Practical Application Tips -- 5.1 Usefulness of the Conceptual Models -- 5.2 Efficient Use of the Conceptual Model -- 6 Conclusion -- References -- Generative AI for BPMN Process Analysis: Experiments with Multi-modal Process Representations -- 1 Introduction -- 2 Large Language Models and the BPM Lifecycle -- 3 Related Works -- 4 Experimental Setup -- 5 Experimental Outcomes and Evaluation -- 5.1 RDF vs. XML Formats -- 5.2 RDF vs. Images (PNG) -- 5.3 Future Work: Serialization Generation -- 6 Conclusions -- References -- LLM-Assistance for Quality Control of LLM Output -- 1 Introduction -- 2 Theoretical Background -- 2.1 Large Language Models -- 2.2 LLM Support for Enterprise Modelling -- 3 Related Work -- 3.1 Quality Evaluation of LLM Output -- 3.2 Literature Analysis on LLM for Quality Control in EM -- 4 Quality Criteria for LLM Output in EM -- 4.1 Definition of Quality Criteria -- 4.2 Operationalization of the Defined Criteria -- 5 Experiments into LLM for Quality Control of LLM in EM.
5.1 Experiments in Triangulation -- 5.2 Experiments in Inverse Mappings -- 6 Conclusion and Future Work -- References -- AI Applications and Use Cases in Business -- Unlocking Viewer Insights in Linear Television: A Machine Learning Approach -- 1 Introduction -- 2 Pipeline -- 2.1 Data Collection -- 2.2 Determining Viewer Time Slots -- 2.3 Content Genre Biases: Unveiling Viewer Preferences -- 2.4 Device Signature: Capturing Essential Features -- 2.5 Household Categorisation: Timing and Content -- 3 Data Analysis and Feature Selection -- 3.1 Classification Results -- 3.2 Feature Significance -- 4 Machine Learning Experiments and Results -- 4.1 Error Analysis: Confusion Matrices -- 4.2 Summary of Results -- 5 Related Works -- 6 Conclusions and Future Work -- References -- Comparison of AI-Based Document Classification Platforms -- 1 Introduction -- 2 Overview of the Field of Document Classification -- 3 Comparison Methodology -- 3.1 Description of the Dataset Used for the Study -- 3.2 Free Open Source Models Implementation -- 3.3 Overview of Proprietary Software -- 3.4 Evaluation Metrics and Methodology for Comparison -- 4 Results -- 4.1 Performance of Free Open Source Software -- 4.2 Performance of Proprietary Software -- 4.3 Cost Comparison -- 5 Discussion, Conclusion and Limitations -- References -- Towards Model-driven Enhancement of Safety in Healthcare Robot Interactions -- 1 Introduction -- 2 Background -- 2.1 Robots in Healthcare -- 2.2 Robot Interaction -- 2.3 Safety in Robot Interactions -- 2.4 Challenges and Shortcomings -- 2.5 Modeling -- 3 Methodology -- 4 Findings from the Literature Review -- 4.1 Faults -- 4.2 Safety Dimensions -- 4.3 Dependability -- 5 Elicited Requirements -- 6 Safety as a Modeling Viewpoint -- 7 Instantiation of the Meta-Model Slice for a Use Case -- 8 Discussion -- 9 Conclusions -- References -- Business Intelligence.
Modelling of Organisational Rules in Complex Adaptive Systems: a Systematic Mapping Study -- 1 Introduction -- 2 Organisations as Complex Adaptive Systems -- 3 Methodology -- 4 Results and Analysis -- 4.1 Components -- 4.2 Part-of -- 4.3 Behaviour -- 4.4 Adaptation -- 4.5 Complexity -- 5 Discussion -- 5.1 Abstraction and Power Relations -- 5.2 Absence of Nonlinearity and Nondeterminism -- 5.3 Social Interaction with Rules -- 5.4 Modelling Feedback Channels -- 6 Conclusion -- References -- Towards Method Support for Variability Modelling in Enterprise Architecture Management -- 1 Introduction -- 2 Research Approach -- 3 Background and Related Work -- 3.1 Enterprise Architecture Management -- 3.2 Variability in EAM -- 3.3 Method Engineering -- 4 Requirements to Method Support -- 4.1 Industrial Case Study -- 4.2 Method Requirements -- 5 Method Prototype -- 5.1 Definition of Building Block -- 5.2 Systematic Approach -- 5.3 Application of the Method Prototype in the Case Study -- 6 Discussion and Conclusions -- References -- Cross-section of Business Intelligence Projects: Information Systems Success Perspective -- 1 Introduction -- 2 Related Work -- 3 Business Intelligence Implementation Success Model -- 3.1 Foundation -- 3.2 Implementation Factors -- 3.3 Augmented Success Model -- 3.4 Project Success Evaluation -- 4 Implementation Projects -- 4.1 Successful Project Evaluation -- 4.2 Failed Project Evaluation -- 5 Conclusions -- References -- Business and Information Systems Development -- Incorporating Ethical Aspects in Information Systems Requirements Engineering -- 1 Introduction -- 2 Implementing Values into Requirements Engineering in Information Systems Context -- 2.1 Requirements Engineering -- 2.2 Ethical Analysis in Information Systems Research -- 3 Towards Introducing Ethical Analysis into Requirements Engineering -- 4 Discussion and Outlook.
References -- Suitability of Business Process Modeling Methods for Requirements Elicitation -- 1 Introduction -- 2 Background -- 2.1 On Requirements Engineering Standards -- 2.2 Business Process Modeling Languages and Methods -- 3 The Analysis of the Languages/Methods -- 4 Discussion -- 5 Conclusion -- References -- Software Architectures and the Use of Knowledge Graphs to Support Their Design -- 1 Introduction -- 2 Methodology -- 3 Related Works -- 4 The Knowledge Structures of MVC -- 5 Glueing Together UML Designs and TOGAF's Architecture Migration in a Knowledge Graph -- 6 Discussion on Generalization Potential -- 7 Conclusions -- References -- Technical Debt - Insights Into a Manufacturing SME Case Study -- 1 Introduction -- 2 Background -- 2.1 Technical Debt -- 2.2 Literature Review -- 3 Research Method and Data Collection -- 4 Results -- 4.1 Technical Debt Model -- 4.2 Comparison to Software Industry -- 5 Conclusion and Discussion -- References -- Knowledge and Traceability Management -- Discovery Rules for Depicting Tacit Knowledge Usage and Management in Fractal Enterprise Models -- 1 Introduction -- 2 Research Background -- 2.1 Tacit Knowledge -- 2.2 Introduction to Fractal Enterprise Model -- 2.3 Research Approach -- 2.4 Literature Review: Tacit Knowledge in Enterprise Models -- 2.5 Discovery Power of Enterprise Modeling Languages -- 3 Discovery Rules for Internal Tacit Assets Management -- 3.1 Adding Tacit Asset -- 3.2 Learning from Experience -- 3.3 Socialization -- 3.4 Externalization -- 3.5 Internalization -- 3.6 An Example -- 4 Discovery Rules for External Tacit Assets Management -- 5 Conclusion and Plans for the Future -- References -- DDIs-Graph: an Approach to Identify Drug-Drug Interactions and Recommend Alternative Drugs -- 1 Introduction -- 2 Background -- 3 Material and Methods -- 4 Approach -- 5 Validation -- 6 Conclusion.
References -- Exploring the Information Flow and the Grounding of Digital Product Passports Using the Work-Oriented Approach, an Industrial Case Study -- 1 Introduction -- 2 Background -- 2.1 Digital Product Passport -- 2.2 Work-Oriented Approach to Information Products (WOA) -- 3 Research and Case Method -- 3.1 Case Study Design -- 4 Industrial Case Study -- 4.1 Case Study Approach -- 4.2 WOA Starting Point -- 4.3 WOA Locate Context -- 4.4 WOA Frame -- 4.5 WOA Characterise -- 4.6 WOA Ground -- 4.7 WOA Retrospect -- 5 Discussions and Lessons Learned -- 6 Conclusions -- References -- Author Index.
Record Nr. UNINA-9910886998303321
Řepa Václav  
Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2024
Materiale a stampa
Lo trovi qui: Univ. Federico II
Opac: Controlla la disponibilità qui