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The effectiveness of model-driven engineering relies on our ability to build high quality models. This task is intrinsically difficult. We need to produce sufficiently complete, adequate, consistent, and well-structured models from incomplete, imprecise, and sparse material originating from multiple, often conflicting sources. The systems we need to consider generally comprises software components, devices and people.