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16
Jan
2020

Principles and best practices in data versioning for all data sets big and small

By Mingfang Wu

The demand for better reproducibility of research results is growing. More and more data is becoming available online. In some cases, the datasets have become so large that downloading the data is no longer feasible. Data can also be offered through web services and accessed on demand.

16
Jan
2020

Compilation of Data Versioning Use cases from the RDA Data Versioning Working Group

By Mingfang Wu

Data versioning is a fundamental element to ensuring the reproducibility of research. Work in other RDA groups on data provenance and data citation, as well as the W3C Dataset Exchange Working Group, have highlighted that definitions of data versioning concepts and recommended practices are still missing.

26
Jun
2019

39 Hints to Facilitate the Use of Semantics for Data on Agriculture and Nutrition

By Marieke Willems

This document presents the recommendations of the RDA Agrisemantics Working Group (WG) to promote the use of semantics for agricultural data for the purpose of enhancing data interoperability in agriculture. These recommendations are high-level, to encourage researchers and practitioners to extend them according to their area of expertise. 

30
Apr
2019

WDS/RDA Assessment of Data Fitness for Use WG Outputs and Recommendations

By Marieke Willems

This statement describes the background, efforts and outputs of the WDS/RDA Assessment of Data Fitness for Use Working Group. This group was chartered to develop criteria, procedures for assessment of research data fitness for use, along with a means to communicate this assessment to others. It concluded with development of a) criteria for research dataset fitness for use compared against the CoreTrustSeal requirements and FAIR principles, and b) a checklist for evaluation of dataset for fitness for use meant to supplement the CoreTrustSeal Repository Certification process. The checklist carries with it numerous caveats that exemplify the broad landscape surrounding dataset fitness assessment that this working group has mapped.

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