Research Workflows - Towards reproducible science via detailed provenance tracking in Open Science Chain

Viswanath Nandigam · Kai Lin · Manu Shantharam · Scott Sakai · Subhashini Sivagnanam

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Scientific Computing and Data Management Research Data Management Practices Academic Publishing and Open Access

Abstract

Scientific research has always struggled with problems related to reproducibility caused in part by low data sharing rates and lack of provenance. Credibility of the research hypothesis comes into question when results cannot be replicated. While the growing amount of data and widespread use of computational code in research has been pushing scientific breakthroughs, their references in scientific publications is insufficient from a reproducibility perspective.

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