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Table of Contents
Intro
Preface
Organization
Contents
HybridAIMS
1st International Workshop on Hybrid Artificial Intelligence and Enterprise Modelling for Intelligent Information Systems (HybridAIMS'23)
Organization
HybridAIMS23 Workshop Co-chairs
HybridAIMS23 Workshop Program Committee
A Morphological Box for AI Solutions: Evaluation, Refinement and Application Potentials
1 Introduction
2 Theoretical Background and Related Work
2.1 Morphological Box for AI Solutions
2.2 AI Solution Development
3 Research Approach
4 Interview Planning and Conduction
5 Interview Findings
6 Analysis and Discussion
7 Application Potentials and Future Work
References
Enriching Enterprise Architecture Models with Healthcare Domain Knowledge
1 Introduction
2 Literature Review
2.1 Enterprise Modeling
2.2 Enterprise Modeling in Healthcare
2.3 Semantic Lifting of Enterprise Models
2.4 Medical Ontologies and Their Usage in Information Systems
2.5 Research Problem: Semantic Lifting of Enterprise Architecture Models in Healthcare
3 Research Method
4 Ontology-Based Enterprise Architecture Model Development
4.1 Domain Knowledge in Enterprise Architecture Model
4.2 Representation of Domain Knowledge as an Ontology
5 Ontology-Based Enterprise Architecture Model Implementation
6 Evaluation
7 Conclusion and Future Work
References
Supporting Reuse of Business Process Models by Semantic Annotation
1 Introduction
2 Literature Review
3 Research Method and Objective
4 Ontology Development for Model Reuse
5 Semantic Annotation Approach
6 Evaluation
7 Conclusion and Future Work
References
Position Paper
Hybrid Artificial Intelligence for Realizing a Leadership Assistant for Platform-Based Leadership Consulting
1 Introduction
2 The Use Case - Development of a Platform-Based Digital Leadership Consulting
2.1 State-of-the-Art in Consulting 4.0
2.2 Usage of Digital Platforms in Consulting
2.3 Challenges for Consultancies to Digitalize the Consulting Industry
2.4 Our Vision for Digital Leadership Consulting: The Leadership Assistant
3 The Need for Hybrid Artificial Intelligence
4 Conclusion and Outlook
References
Developing a Maturity Assessment Tool to Enable the Management of Artificial Intelligence for Organizations
1 Introduction
2 Research Approach
3 Development of the Maturity Assessment Tool
3.1 Objectives of the Maturity Assessment Tool
3.2 Design of the Horizontal User Interface Prototype
3.3 Demonstration and Evaluation of the Horizontal User Interface Prototype
3.4 Development of the Vertical Prototype
3.5 Demonstration and Evaluation of the Vertical Prototype
4 Conclusion
References
Mapping Time-Series Data on Process Patterns to Generate Synthetic Data
Preface
Organization
Contents
HybridAIMS
1st International Workshop on Hybrid Artificial Intelligence and Enterprise Modelling for Intelligent Information Systems (HybridAIMS'23)
Organization
HybridAIMS23 Workshop Co-chairs
HybridAIMS23 Workshop Program Committee
A Morphological Box for AI Solutions: Evaluation, Refinement and Application Potentials
1 Introduction
2 Theoretical Background and Related Work
2.1 Morphological Box for AI Solutions
2.2 AI Solution Development
3 Research Approach
4 Interview Planning and Conduction
5 Interview Findings
6 Analysis and Discussion
7 Application Potentials and Future Work
References
Enriching Enterprise Architecture Models with Healthcare Domain Knowledge
1 Introduction
2 Literature Review
2.1 Enterprise Modeling
2.2 Enterprise Modeling in Healthcare
2.3 Semantic Lifting of Enterprise Models
2.4 Medical Ontologies and Their Usage in Information Systems
2.5 Research Problem: Semantic Lifting of Enterprise Architecture Models in Healthcare
3 Research Method
4 Ontology-Based Enterprise Architecture Model Development
4.1 Domain Knowledge in Enterprise Architecture Model
4.2 Representation of Domain Knowledge as an Ontology
5 Ontology-Based Enterprise Architecture Model Implementation
6 Evaluation
7 Conclusion and Future Work
References
Supporting Reuse of Business Process Models by Semantic Annotation
1 Introduction
2 Literature Review
3 Research Method and Objective
4 Ontology Development for Model Reuse
5 Semantic Annotation Approach
6 Evaluation
7 Conclusion and Future Work
References
Position Paper
Hybrid Artificial Intelligence for Realizing a Leadership Assistant for Platform-Based Leadership Consulting
1 Introduction
2 The Use Case - Development of a Platform-Based Digital Leadership Consulting
2.1 State-of-the-Art in Consulting 4.0
2.2 Usage of Digital Platforms in Consulting
2.3 Challenges for Consultancies to Digitalize the Consulting Industry
2.4 Our Vision for Digital Leadership Consulting: The Leadership Assistant
3 The Need for Hybrid Artificial Intelligence
4 Conclusion and Outlook
References
Developing a Maturity Assessment Tool to Enable the Management of Artificial Intelligence for Organizations
1 Introduction
2 Research Approach
3 Development of the Maturity Assessment Tool
3.1 Objectives of the Maturity Assessment Tool
3.2 Design of the Horizontal User Interface Prototype
3.3 Demonstration and Evaluation of the Horizontal User Interface Prototype
3.4 Development of the Vertical Prototype
3.5 Demonstration and Evaluation of the Vertical Prototype
4 Conclusion
References
Mapping Time-Series Data on Process Patterns to Generate Synthetic Data