Authors : Kevin M. Mendez, Leighton Pritchard, Stacey N. Reinke, David I. Broadhurst Background A lack of transparency and reporting standards in the scientific...
Authors : Daniel S. Katz, Gabrielle Allen, Lorena A. Barba, Devin R. Berg, Holly Bik, Carl Boettiger, Christine L. Borgman, C. Titus Brown, Stuart Buck, Randy B...
Authors : Markus Stocker, Pauli Paasonen, Markus Fiebig, Martha A. Zaidan, Alex Hardisty Interpreting observational data is a fundamental task in the sciences, ...
Authors : Il-Yeol Song, Yongjun Zhu Due to the recent explosion of big data, our society has been rapidly going through digital transformation and entering a ne...
Author : Jane Greenberg Purpose The purpose of the paper is to provide a framework for addressing the disconnect between metadata and data science. Data science...
Authors : Matthew L Williams, Pete Burnap, Luke Sloan New and emerging forms of data, including posts harvested from social media sites such as Twitter, have be...
The research community needs reliable, standard ways to make the data produced by scientific research available to the community, while getting credit as data ...