4 papers
SemanticTours: A Conceptual Framework for Non-Linear, Knowledge Graph-Driven Data Tours
Daniel Fürst, Matthijs Jansen op de Haar, Mennatallah El-Assady +2
Interactive tours help users explore datasets and provide onboarding. They rely on a linear sequence of views, showing a curated set of relevant data selections and introduce user…
Challenges and Opportunities for Visual Analytics in Jurisprudence
Daniel Fürst, Mennatallah El-Assady, Daniel A. Keim +1
Legal exploration, analysis, and interpretation remain complex and demanding tasks, even for experienced legal scholars, due to the domain-specific language, tacit legal concepts,…
MelodyVis: Visual Analytics for Melodic Patterns in Sheet Music
Matthias Miller, Daniel Fürst, Maximilian T. Fischer +3
Manual melody detection is a tedious task requiring high expertise level, while automatic detection is often not expressive or powerful enough. Thus, we present MelodyVis, a visual…
Understanding Large Language Model Behaviors through Interactive Counterfactual Generation and Analysis
Furui Cheng, Vilém Zouhar, Robin Shing Moon Chan +3
Understanding the behavior of large language models (LLMs) is crucial for ensuring their safe and reliable use. However, existing explainable AI (XAI) methods for LLMs primarily re…