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Technology-Aware Enterprise Modeling: Challenging the Model-Driven Architecture Paradigm
We propose a holistic design approach that extends a traditional Model Driven Architecture paradigm with the bottom-up constraint analysis and...
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Evaluating Large Language Models in Process Mining: Capabilities, Benchmarks, and Evaluation Strategies
Using Large Language Models (LLMs) for Process Mining (PM) tasks is becoming increasingly essential, and initial approaches yield promising results....
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Introducing Agile Controllability in Temporal Business Processes
Dynamic controllability is currently regarded as the most adequate notion for checking the temporal correctness of business processes with temporal...
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Enhancing Research Clarity: Ontology-Based Modeling of Argumentation in RPML
Navigating the research process, from problem identification to argumentation construction, challenges novice researchers. This study introduces RPML...
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A Hierarchical Knowledge Framework for Digital Twins of Buildings and Their Energy Systems (Position Paper)
This position paper explores applying the Data, Information, Knowledge, Wisdom (DIKW) framework to Digital Twins of buildings and their energy...
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Enhancing Our Understanding of Business Process Model Comprehension Using Biometric Data
Much research has been done on the comprehension and development of conceptual models. In related areas such as linguistics and software engineering...
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Could a Large Language Model Contribute Significantly to Requirements Analysis?
This research-in-progress paper presents a quasi-experiment in which three different ChatGPT-4 prompts (for system structure, analysis, and...
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An Explanation User Interface for a Knowledge Graph-Based XAI Approach to Process Analysis
In consulting practice, effective use of AI technologies presupposes consultant’s and client’s ability to understand generated results. Our knowledge...
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A Context-Aware Framework to Support Decision-Making in Production Planning
In the scope of Industry 4.0, this paper showcases the design and implementation of a context-aware decision-making framework that simulates the...
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Implementation Patterns for Zone Architectures in Enterprise-Grade Data Lakes
In industry practice, zone models have been established as data lake architectures of choice to enable the reuse of data preparation, data modeling,...
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Designing Military Command and Control Systems as System of Systems – An Analysis of Stakeholder Needs and Challenges
In the context of capability development and to respond to the influence of new technology, a conceptual framework to support the integration of new...
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Variants of Variants: Context-Based Variant Analysis for Process Mining
An essential aspect of analyzing processes with process mining is the notion of variants. Analysts can make better decisions and improve processes by...
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On the Flexibility of Declarative Process Specifications
Declarative process specifications, such as Declare, provide a natural framework to capture flexible business processes. However, the specification...
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Improving Simplicity by Discovering Nested Groups in Declarative Models
Discovering simple, understandable and yet accurate process models is a well-known issue for models mined from real-life event logs. In this paper,...
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Improving Requirement Traceability by Leveraging Video Game Simulations in Search-Based Software Engineering
Video games pose different challenges during development and maintenance than classic software. For example, common and widespread assets, that are...
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Towards a Comprehensive Evaluation of Decision Rules and Decision Mining Algorithms Beyond Accuracy
Decision mining algorithms discover decision points and the corresponding decision rules in business processes. So far, the evaluation of decision...
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Observability for Quantum Workflows in Heterogeneous Multi-cloud Environments
Quantum workflows enable a robust, scalable, and reliable orchestration of hybrid applications comprising classical and quantum tasks. Varying...
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A Graph Language Modeling Framework for the Ontological Enrichment of Conceptual Models
Conceptual models (CMs) offer a structured way to organize and communicate information in information systems. However, current models lack adequate...
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Exploring a Behavioral Model of “Positive Friction” in Human-AI Interaction
Designing seamless, frictionless user experiences has long been a dominant trend in both applied behavioral science and artificial intelligence (AI),...
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Framework for a Project Methodology in Design - Interactions in Speculation and Fictional Futures
Exploring concepts such as speculation, fiction, and critical design in disciplines where creativity overcomes is an approach to identifying...