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An analysis of a process is as good as the models used for such analysis. This chapter provides a basic overview on conformance checking. In particular it concentrates on the quality dimensions of a process model with respect to reality, and the challenges that arise when one tries to assess the conformance of a model to reality. This chapter closes with an overview on all the challenges addressed in this book and the respective chapters where each challenge will be covered.