Claudia Müller-Birn

schoolFree University of Berlinbar_chart#2667 Global Rank

Total Papers

HCI Rank

#2667

Research Areas

Years Active

Recent Publications

“The AI is uncertain, so am I. What now?”: Navigating Shortcomings of Uncertainty Representations in Human-AI Collaboration with Capability-focused Guidance

As AI becomes increasingly relevant, especially in high-stakes domains such as healthcare, it is important to investigate which approaches can improve human-AI collaboration and, if so, why. Current research focuses primarily on technically available approaches, such as explainable AI (XAI), often overlooking human ne…

CSCW '25CorrespondingDesigning for Privacy

Designing Value-Centered Consent Interfaces: A Mixed-Methods Approach to Support Patient Values in Data-Sharing Decisions

In the digital health domain, ethical data collection practices are crucial for ensuring the availability of quality datasets that drive medical advancement. Data donation, allowing patients to share their medical data for secondary research purposes, presents a promising resource for such datasets. Yet, current conse…

CSCW '242nd AuthorSession 4c: Data Donation, Privacy and Security

Communicating the Privacy-Utility Trade-off: Supporting Informed Data Donation with Privacy Decision Interfaces for Differential Privacy

Data collections, such as those from citizen science projects, can provide valuable scientific insights or help the public to make decisions based on real demand. At the same time, the collected data might cause privacy risks for their volunteers, for example, by revealing sensitive information. Similar but less appar…

CSCW '24CorrespondingSession 4c: Data Donation, Privacy and Security

Advocating Values through Meaningful Participation: Introducing a Method to Elicit and Analyze Values for Enriching Data Donation Practices in Healthcare

The secondary use of routinely collected patient data made possible by the broad consent form is seen as a prerequisite for developing data-driven health technologies. In Germany, relevant stakeholder groups (e.g., ethics committees and data protection authorities) specified the broad consent form; however, only one g…

CSCW '23CorrespondingHuman AI Collaboration I

Critical-Reflective Human-AI Collaboration: Exploring Computational Tools for Art Historical Image Retrieval

Just as other disciplines, the humanities explore how computational research approaches and tools can meaningfully contribute to scholarly knowledge production. Building on related work from the areas of CSCW and HCI, we approach the design of computational tools through the analytical lens of `human-AI collaboration.…

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