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The PhD will be problem-driven, requiring every student to gain in-depth expertise in a wide range of analytical tools; deep understanding of a coherent program in social science; and substantial knowledge in one application domain area.
Therefore, the processing requires substantial knowledge of the reaction kinetics under programmed temperature conditions.
The administration possesses substantial knowledge of how Mr. Mugabe has plundered Zimbabwe.
There are others where you basically build a knowledge domain.
It requires substantial knowledge to produce an exhibition of this quality.
The temporal direction can be assessed with substantial knowledge (e.g. gender may effect diet but not vice versa) but substantial knowledge might be uncertain or even wrong.
However, most knowledge-based NLP systems rely on a domain-specific dictionary of concepts, which represents a substantial knowledge-engineering bottleneck.
I believe that the solution to the self-inflicted problem of inter-domain complexity is the development of a meta-domain: the domain of knowledge about how to integrate across knowledge domains.
You do not need to identify either the best knowledge domains or the most appropriate experts in those domains.
There are techniques for tackling fully clashing models from different knowledge domains.
The magic happens when the two knowledge domains come together.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com