Daniel Sonntag

schoolGerman Research Center for Artificial Intelligencebar_chart#4488 Global Rank

Total Papers

HCI Rank

#4488

Research Areas

Years Active

Recent Publications

Do You (Dis)agree With Me? Modelling Implicit User Disagreement in Human–AI Interaction Using Gaze Data

The widespread use of generative AI has led to increased focus on human–AI interaction. However, AI systems can generate unexpected outputs, leading to disagreement or human–AI conflict. This paper focuses on modelling user disagreement using machine learning (ML) by observing users' implicit viewing behaviour. We con…

IUI '25CorrespondingExplainable AI (XAI) +1

Towards Trustable Intelligent Clinical Decision Support Systems: A User Study with Ophthalmologists

Integrating Artificial Intelligence (AI) into Clinical Decision Support Systems (CDSS) presents significant opportunities for improving healthcare delivery, particularly in fields like ophthalmology. This paper explores the usability and trustworthiness of an AI-driven CDSS designed to assist ophthalmologists in treat…

CHI '21CorrespondingCognitive Impairment & Neurodiversity (Autism, ADHD, Dyslexia) +1

Explainable Automatic Evaluation of the Trail Making Test for Dementia Screening

The Trail Making Test (TMT) is a frequently used neuropsychological test for assessing cognitive performance. The subject connects a sequence of numbered nodes by using a pen on normal paper. We present an automatic cognitive assessment tool that analyzes samples of the TMT which we record using a digital pen. This en…

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