Extending the Discussion of Model Quality: Why Clarity and Completeness may not always be enough

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Authors: Jan Mendling, Jan Recker

Tags: 2007, conceptual modeling

Quality of modeling for information systems analysis and design is an important field of research in which, however, a comprehensive and generally acknowledged understanding is still outstanding. Notions of ‘model’ and ‘quality’ often remain vague and focus on particular aspects such as ‘syntax’or ‘semantics’ rather than a comprehensive perspective on model quality. In this paper we argue that it is foremost the question of modeling pragmatics that is of pertinence when trying to ascertain the quality of a modeling artefact. We illustrate how pragmatic concerns mediate traditional conceptions of model quality. We refer to the well-established Bunge-Wand-Weber representation model and discuss how pragmatic concerns affect the understanding of model quality in addition to the quality criteria provided by such ontology-based theories of modeling. We apply the formalism provided by Kuehne to clarify the influence of pragmatic concerns on modeling as a mapping activity with choices.

Read the full paper here: https://www.emmsad.org/archive/2007