The Causal Uncertainty of Modelling with Big Data

Big Data or data-intensive science is often perceived as leading to more knowledge by processing more data (boyd & Crawford, 2012, p. 663). However, this is questionable. We face causal uncertainty in big data modelling, because it is becoming increasingly difficult to represent complex phenomena adequately. Ironically, because of the…