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07/18/2023
Identifying Explanation Needs of End-users: Applying and Extending the XAI Question Bank
Explanations in XAI are typically developed by AI experts and focus on a...
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06/22/2023
Critical-Reflective Human-AI Collaboration: Exploring Computational Tools for Art Historical Image Retrieval
Just as other disciplines, the humanities explore how computational rese...
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08/23/2022
"Am I Private and If So, how Many?" - Communicating Privacy Guarantees of Differential Privacy with Risk Communication Formats
Decisions about sharing personal information are not trivial, since ther...
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07/29/2022
Unfolding Values through Systematic Guidance: Conducting a Value-Centered Participatory Workshop for a Patient-Oriented Data Donation
Routinely collected clinical patient data posits a valuable resource for...
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05/05/2022
Coding IxD: Enabling Interdisciplinary Education by Sparking Reflection
Educating students from diverse disciplinary backgrounds is challenging....
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04/08/2022
"Am I Private and If So, how Many?" – Using Risk Communication Formats for Making Differential Privacy Understandable
Mobility data is essential for cities and communities to identify areas ...
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09/24/2021
Explanation Strategies as an Empirical-Analytical Lens for Socio-Technical Contextualization of Machine Learning Interpretability
During a research project in which we developed a machine learning (ML) ...
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06/25/2021
Investigating Modes of Activity and Guidance for Mediating Museum Exhibits in Mixed Reality
We present an exploratory case study describing the design and realisati...
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03/29/2021
Situated Case Studies for a Human-Centered Design of Explanation User Interfaces
Researchers and practitioners increasingly consider a human-centered per...
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09/18/2020
Examining the Impact of Algorithm Awareness on Wikidata's Recommender System Recoin
The global infrastructure of the Web, designed as an open and transparen...
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02/05/2020
Seeker or Avoider? User Modeling for Inspiration Deployment in Large-Scale Ideation
People react differently to inspirations shown to them during brainstorm...
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09/16/2019
Discovering the Sweet Spot of Human-Computer Configurations: A Case Study in Information Extraction
Interactive intelligent systems, i.e., interactive systems that employ A...
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07/11/2019