Omnispective analysis and reasoning: an epistemic approach to scientific workflows

Srinivas Chemboli
This thesis presents the conceptualization, formulation, development and demonstration of Omnispective Analysis and Reasoning (OAR), an epistemic framework for managing intellectual concerns in scientific workflows. Although scientific workflows are extensively used to support the management of experimental and computational research, intellectual concerns are not adequately handled in current practice owing to the focus on low-level implementation details, limited context support, issues in developing shared semantics across disciplines and lack of support for verification and validation...
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