Adaptive Semantic Integration

Schema integration has become a task of increasing importance. In this paper we give a guide on how to automatically optimally set the parameters of semantic alignment algorithms respectively tools for a wide range of use cases. We basically define a utility function to rate the results of alignment algorithms. Then we backtrack from the utility function first to concrete requirements for the results and then to the parameters of alignment algorithms. The gains of our methodology are confirmed by its implementation and evaluation.