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Author

Eelco Herder

2 papers indexed here

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Book Open access Sep 2026

The XAI-Seeking Principle: Structuring Explainability for LLM-Mediated Decision Support

We investigate how LLM-mediated explanations can preserve evidence trails, support orientation, and reduce interpretation effort under cognitive and temporal constraints. While LLMs can make XAI artifacts accessible, fluent summaries may obscure provenance and hinder verification. We introduce the XAI-Seeking Principle...

Valentin Grimm, J. Rubart, Eelco Herder et al. · 0 citations
Book Open access Sep 2026

User Perceptions and Responses to Minority Fairness in Music Recommendations and Item Labels

Music recommender systems play a central role in how users explore and consume music, yet they are often associated with concerns related to bias and unequal representation. While existing research has largely focused on improving fairness at the algorithmic level, less is known about how users interpret fairness and w...

Shah Noor Khan, Eelco Herder, Libio Goncalves Braz et al. · 0 citations

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