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An Ontology-Driven Framework for Data Transformation in Scientific Workflows (2004)  (Make Corrections)  (8 citations)
Shawn Bowers, Bertram Ludäscher



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Abstract: Ecologists spend considerable e#ort integrating heterogeneous data for statistical analyses and simulations, for example, to run and test predictive models. Our research is focused on reducing this e#ort by providing data integration and transformation tools, allowing researchers to focus on "real science," that is, discovering new knowledge through analysis and modeling. This paper defines a generic framework for transforming heterogeneous data within scientific workflows. Our approach... (Update)

Cited by:   More
Incorporating Semantics in Scientific Workflow Authoring - Chad Berkley Shawn   (Correct)
Towards Automatic Generation of Semantic Types in Scientific .. - Bowers, Ludäscher   (Correct)
P. Herrero, M.S. Prez, and V. Robles (Eds.): SAG.. - Springer-Verlag..   (Correct)

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5:   Scientific Workflow Management and the KEPLER System (context) - Ludaescher, Altintas et al. - 2005
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BibTeX entry:   (Update)

S. Bowers and B. Lud ascher. An ontology-driven framework for data transformation in scientific workflows. In Proc. of the 1st Intl. Workshop on Data Integration in the Life Sciences (DILS), volume 2994 of LNCS, pages 1--16, 2004. http://citeseer.ist.psu.edu/bowers04ontologydriven.html   More

@misc{ bowers04ontologydriven,
  author = "S. Bowers and B. ascher",
  title = "An ontology-driven framework for data transformation in scientific workflows",
  text = "S. Bowers and B. Lud ascher. An ontology-driven framework for data transformation
    in scientific workflows. In Proc. of the 1st Intl. Workshop on Data Integration
    in the Life Sciences (DILS), volume 2994 of LNCS, pages 1--16, 2004.",
  year = "2004",
  url = "citeseer.ist.psu.edu/bowers04ontologydriven.html" }
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