A data and code model for reproducible research and executable papers

Abstract : This proposal describes how data, program code, and presentation can be stored together in a single file suitable for electronic publication and permitting the reproduction of computational results.. Universality, effciency, platformindependence, automated verifiability, and provenance tracking are the major design criteria. Existing and well-tested technology is used as much as possible, the two major building blocks being the Hierarchical Data Format for storage and the Java Virtual Machine for platform-independent code representation and secure execution.
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Submitted on : Friday, September 23, 2011 - 11:56:40 AM
Last modification on : Friday, April 12, 2019 - 4:08:18 PM
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Konrad Hinsen. A data and code model for reproducible research and executable papers. International Conference on Computational Science, Jun 2011, Singapour, Singapore. pp.579, ⟨10.1016/j.procs.2011.04.061⟩. ⟨hal-00626032⟩

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