Conceptual Model Reuse for Problem Solving in Subject Domains

Skvortsov, Nikolay A.

doi:10.1007/978-3-030-72696-6_10

Cited by 1 publication

(2 citation statements)

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“…In [12], the solution to astronomical problems was presented, which can be an example of the problemsolving lifecycle application with data reuse at different stages. The first described problem was finding hierarchical multiple stellar systems among data on binary stars.…”

Section: A Canonical Research Workflow Examplementioning

confidence: 99%

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A Semantic Approach to Workflow Management and Reuse for Research Problem Solving

Skvortsov

Stupnikov

2022

Data Intelligence

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The investigation proposes the application of an ontological semantic approach to describing workflow control patterns, research workflow step patterns, and the meaning of the workflows in terms of domain knowledge. The approach can provide wide opportunities for semantic refinement, reuse, and composition of workflows. Automatic reasoning allows verifying those compositions and implementations and provides machine-actionable workflow manipulation and problem-solving using workflows. The described approach can take into account the implementation of workflows in different workflow management systems, the organization of workflows collections in data infrastructures and the search for them, the semantic approach to the selection of workflows and resources in the research domain, the creation of research step patterns and their implementation reusing fragments of existing workflows, the possibility of automation of problemsolving based on the reuse of workflows. The application of the approach to CWFR conceptions is proposed.

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Section: A Canonical Research Workflow Examplementioning

confidence: 99%

“…Then, to select the best hypotheses, the distribution of binary star parameters according to the data from catalogs were compared to the distributions of stars in the visible part of the generated Galaxy models. For more details on data reuse, see [12].…”

Section: A Semantic Approach To Workfl Ow Management and Reuse For Re...mentioning

confidence: 99%