activity
20172020
most citedShould We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations

11 citations · 13 across the 5 of their papers we have counts for

collaborators

16 papers

cs.HC2020

dg2pix: Pixel-Based Visual Analysis of Dynamic Graphs

Eren Cakmak, Dominik Jäckle, Tobias Schreck +1

Presenting long sequences of dynamic graphs remains challenging due to the underlying large-scale and high-dimensional data. We propose dg2pix, a novel pixel-based visualization te…

cs.HC2020

Multiscale Snapshots: Visual Analysis of Temporal Summaries in Dynamic Graphs

Eren Cakmak, Udo Schlegel, Dominik Jäckle +2

The overview-driven visual analysis of large-scale dynamic graphs poses a major challenge. We propose Multiscale Snapshots, a visual analytics approach to analyze temporal summarie…

cs.HC202011 cited

Should We Trust (X)AI? Design Dimensions for Structured Experimental Evaluations

Fabian Sperrle, Mennatallah El-Assady, Grace Guo +3

This paper systematically derives design dimensions for the structured evaluation of explainable artificial intelligence (XAI) approaches. These dimensions enable a descriptive cha…

cs.HC2020

Augmenting Sheet Music with Rhythmic Fingerprints

Daniel Fürst, Matthias Miller, Daniel Keim +3

In this paper, we bridge the gap between visualization and musicology by focusing on rhythm analysis tasks, which are tedious due to the complex visual encoding of the well-establi…

cs.HC2020

MultiSegVA: Using Visual Analytics to Segment Biologging Time Series on Multiple Scales

Philipp Meschenmoser, Juri F. Buchmüller, Daniel Seebacher +2

Segmenting biologging time series of animals on multiple temporal scales is an essential step that requires complex techniques with careful parameterization and possibly cross-doma…

cs.HC2020

SpatialRugs: Enhancing Spatial Awareness of Movement in Dense Pixel Visualizations

Juri F. Buchmüller, Udo Schlegel, Eren Cakmak +2

Compact visual summaries of spatio-temporal movement data often strive to express accurate positions of movers. We present SpatialRugs, a technique to enhance the spatial awareness…