Isabelle Donatz-Fest
Isabelle Donatz-Fest is advisor in responsible data practices & AI at The Green Land. In 2025, she obtained her PhD at Utrecht University. In her research, she studied responsible design & use of algorithmic systems by the Netherlands Police, spending > 350 hours with the police to observe systems in their natural habitat. Isabelle gets excited about trans- and interdisciplinary research, dinosaurs and discodip, amongst other things.
Session
Good quality data is the basis for high quality models and valuable data insights. But isn't it annoying how often your data is riddled with those pesky humans? Human involvement in data creation often introduces errors, misunderstandings, and biases that can compromise data integrity. This talk will explore how human factors influence the data creation process and what we as data professionals can do to account for this in our data interpretation and usage.