Data science as knowledge creation a framework for synergies between data analysts and domain professionals

The road from data generation to data use is commonly approached as a data-driven, functional process in which domain expertise is integrated as an afterthought. In this contribution we complement this functional view with an institutional view, that takes data analysis and domain professionalism as complementary (yet fallible) knowledge...

Inspections in a data-driven world: Utilizing multiple sources of knowledge to achieve risk-based regulation

The last decades, the role of data in society has increased rapidly. The Dutch regulation agencies have to embrace this age of digitization. It provides challenges, as the inspection work becomes more complex. It also provides opportunities, because data analysis could make the inspections more efficient. One of these inspection agencies is the...