There is a newer version of this record available.

Conference paper Open Access

Reproducibility by Other Means: Transparent Research Objects

McPhillips, Timothy; Ludaescher, Bertram

Abstract
Research Objects have the potential to significantly enhance the reproducibility and transparency of scientific research. One important way Research Objects can do this is by encapsulating the means for re-executing the computational components of studies, thus supporting the new form of reproducibility enabled by digital computing---exact repeatability. However, Research Objects also can make scientific research more reproducible by supporting transparency, a component of reproducibility orthogonal to re-executability. We describe here our vision for making Research Objects more transparent by providing means for disambiguating claims about reproducibility generally, and computational repeatability specifically. We show how support for science-oriented queries can enable researchers to assess the reproducibility of Research Objects and the individual methods and results they encapsulate.

Preprint submitted to RO2019 workshop at IEEE eScience Conference 2019
Files (430.0 kB)
Name Size
reproducibility_by_other_means.pdf
md5:4c39e3e3b7905b42947061547fd13c4d
430.0 kB Download
896
432
views
downloads
All versions This version
Views 896442
Downloads 432192
Data volume 134.6 MB82.6 MB
Unique views 653347
Unique downloads 346171

Share

Cite as