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The Case For Standardizing Procedural Knowledge Models For Cross-Discipline Data And System Integration, Aaron R. Byrd, David G. Tarboton
The Case For Standardizing Procedural Knowledge Models For Cross-Discipline Data And System Integration, Aaron R. Byrd, David G. Tarboton
International Congress on Environmental Modelling and Software
Scientifically consistent and coherent systems for model and data discovery and integration rely on a shared body of concepts that describe the data and systems. The standardization of these disciplines is critical to the effectiveness of their ability to integrate data and systems across disciplines. There is, however, a significant shortcoming with most current approaches to creating these bodies of concepts. This is that the are designed to target only one type of knowledge--propositional knowledge--and neglect the other key type of knowledge--procedural knowledge.
Procedural knowledge is at the heart of the actual process of integrating data and systems across disciplines. …