Reporting Eye-Tracking Data Quality: Towards a New Standard

1 code implementation • 31 Mar 2024 • Deborah N. Jakobi, Daniel G. Krakowczyk, Lena A. Jäger

Eye-tracking datasets are often shared in the format used by their creators for their original analyses, usually resulting in the exclusion of data considered irrelevant to the primary purpose.

Bridging the Gap: Gaze Events as Interpretable Concepts to Explain Deep Neural Sequence Models

1 code implementation • 12 Apr 2023 • Daniel G. Krakowczyk, Paul Prasse, David R. Reich, Sebastian Lapuschkin, Tobias Scheffer, Lena A. Jäger

In this work, we employ established gaze event detection algorithms for fixations and saccades and quantitatively evaluate the impact of these events by determining their concept influence.

Event Detection Explainable Artificial Intelligence (XAI)