47 citations · 48 across the 2 of their papers we have counts for
3 papers
cs.HC2021★ 1 cited
Trust in Prediction Models: a Mixed-Methods Pilot Study on the Impact of Domain Expertise
Jeroen Ooge, Katrien Verbert
People's trust in prediction models can be affected by many factors, including domain expertise like knowledge about the application domain and experience with predictive modelling…
cs.HC2020★ 47 cited
Middle-Aged Video Consumers' Beliefs About Algorithmic Recommendations on YouTube
Oscar Alvarado, Hendrik Heuer, Vero Vanden Abeele +2
User beliefs about algorithmic systems are constantly co-produced through user interaction and the complex socio-technical systems that generate recommendations. Identifying these…
cs.LG2020
Interpretability of machine learning based prediction models in healthcare
Gregor Stiglic, Primoz Kocbek, Nino Fijacko +3
There is a need of ensuring machine learning models that are interpretable. Higher interpretability of the model means easier comprehension and explanation of future predictions fo…