Lecture Notes in Computer Science, 2007, Volume 4853/2007, 278-287, DOI: 10.1007/978-3-540-76876-0_19

The Gravity Data Ontology: Laying the Foundation for Workflow-Driven Ontologies

Ann Q. Gates, G. Randy Keller, Leonardo Salayandia, Paulo Pinheiro da Silva and Flor Salcedo

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Abstract

Ontologies can be tailored in ways that can facilitate the description of workflows by specifying how concepts representing services are used to access and create concepts representing data and products. Early work on the development of such ontologies, and reported in this paper, has resulted in the construction of a gravity data ontology. The relationships that are defined in the ontology capture inputs and outputs of methods, e.g., derived data and products, as well as other associations that are related to workflow computation. This paper presents the basis for a computation-driven ontology that evolved into the workflow-driven ontology approach. In addition, the paper describes the process used to construct an ontology for gravity data using the computation-driven approach, and it presents a gravity ontology that documents the processes and methods associated with gravity data and related products.

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