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This observation continues a theme in EDM of utility found in the enduring value of expert domain knowledge enhanced through data-driven refinement.
A third limitation facing rule-based systems is the "knowledge acquisition bottleneck". This is the effort required to codify, test, and validate expert domain knowledge.
Positive feedback loops engineered in the platform lower the barrier for testbed operators for participation in a federation, reduce the barrier of entry for experimenters without expert domain knowledge, lower operational overhead for developers, and streamline operation for system administrators.
By highlighting the heterogeneous conditions of practice across multiple domains of expertise, I argue that each expert domain conceptualizes and intervenes into the problem-space differently, reflecting existing professional boundaries and technologies of control as well as divergent political interests.
Ontologies encode expert domain knowledge in a hierarchically organised machine-processable format.
Based on this premise, in assessing creativity in an expert domain, the use of participant artists/raters seems appropriate with sufficient validity.
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The 'information agents' include various knowledge domains as legislation, codes, previous cases, expert domains.
We extend our previously proposed tree topology estimation framework by incorporating expert, domain-specific features to construct a simple, yet powerful global likelihood model.
The developmental realization of a career is better achieved by uniting around a common goal to learn from each other and from expert domain-specific mentors.
Many of these have found useful application in computer based artificial intelligence systems that perform inductive inferences in expert domains such as medical diagnosis.
The process of SDM bridges both expert domains [ 2, 3].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com