معرفی
Annemarie Borg is an Assistant Professor in the Responsible AI Group at the Department of Information and Computing Sciences, Utrecht University. She maintains an affiliated research position with the Research Group for Nonmonotonic Logic and Formal Argumentation at Ruhr University Bochum, where she completed her PhD. Her core research investigates defeasible reasoning through formal argumentation frameworks, emphasizing computational models of scientific inquiry and explainable AI systems.
Borg's research spans:
- Nonmonotonic Logic: Modeling human-like reasoning under uncertainty.
- Formal Argumentation: Theoretical foundations for structured and abstract argumentation frameworks.
- Agent-Based Modeling: Simulating scientific communities and inquiry efficiency.
- Explainable AI: Developing transparent decision systems for real-world applications (e.g., Dutch National Police).
Her publications focus on hypersequent-based argumentation, stability estimation in dynamic systems, and MCS (maximal consistent subsets) reasoning. Recent work emphasizes practical AI explainability, with theoretical rigor in logic design and computational efficiency. No awards, grants, or supervised students are documented in available sources.
She collaborates with the Responsible AI Group at Utrecht, focusing on ethically aligned computational systems. Her future directions likely involve refining argumentation-based explanation frameworks for high-stakes AI applications.
