Before revision:  The goal is to cover at least k elements of X by using a minimum-weight collection of sets from S. In the geometric version, X typically consists of points in R^d, and S contains sets induced by geometric objects of a certain kind.
After revision:  The goal is to cover at least k elements of X by using a minimum-weight collection of sets from \mathcal{S