When looking to obtain insights from data, and given numerous possible data sources, there are certain quality criteria that retrieved data from selected sources should exhibit so as to be most fit-for-purpose. An effective source selection algorithm can only provide good results in practice if the requirements of the user have been suitably captured, and therefore, an important consideration is how users can effectively express their requirements.