Toward the Geoscience Paper of the Future: Best practices for documenting and sharing research from data to software to provenance
Geoscientists now live in a world rich with digital data and methods, and their computational
research cannot be fully captured in traditional publications. The Geoscience Paper of the …
research cannot be fully captured in traditional publications. The Geoscience Paper of the …
Theory and practice of data citation
G Silvello - Journal of the Association for Information Science …, 2018 - Wiley Online Library
Citations are the cornerstone of knowledge propagation and the primary means of
assessing the quality of research, as well as directing investments in science. Science is …
assessing the quality of research, as well as directing investments in science. Science is …
The FAIR Guiding Principles for scientific data management and stewardship
There is an urgent need to improve the infrastructure supporting the reuse of scholarly data.
A diverse set of stakeholders—representing academia, industry, funding agencies, and …
A diverse set of stakeholders—representing academia, industry, funding agencies, and …
[HTML][HTML] Software citation principles
Software is a critical part of modern research and yet there is little support across the
scholarly ecosystem for its acknowledgement and citation. Inspired by the activities of the …
scholarly ecosystem for its acknowledgement and citation. Inspired by the activities of the …
[PDF][PDF] The FAIR Guiding Principles for scientific data management and stewardship
There is an urgent need to improve the infrastructure supporting the reuse of scholarly data.
A diverse set of stakeholders—representing academia, industry, funding agencies, and …
A diverse set of stakeholders—representing academia, industry, funding agencies, and …
[HTML][HTML] Do machine learning platforms provide out-of-the-box reproducibility?
Science is experiencing an ongoing reproducibility crisis. In light of this crisis, our objective
is to investigate whether machine learning platforms provide out-of-the-box reproducibility …
is to investigate whether machine learning platforms provide out-of-the-box reproducibility …
Identifiers for the 21st century: How to design, provision, and reuse persistent identifiers to maximize utility and impact of life science data
In many disciplines, data are highly decentralized across thousands of online databases
(repositories, registries, and knowledgebases). Wringing value from such databases …
(repositories, registries, and knowledgebases). Wringing value from such databases …
A data citation roadmap for scientific publishers
H Cousijn, A Kenall, E Ganley, M Harrison, D Kernohan… - Scientific data, 2018 - nature.com
This article presents a practical roadmap for scholarly publishers to implement data citation
in accordance with the Joint Declaration of Data Citation Principles (JDDCP), a synopsis …
in accordance with the Joint Declaration of Data Citation Principles (JDDCP), a synopsis …
Are scientific data repositories co** with research data publishing?
Research data publishing is intended as the release of research data to make it possible for
practitioners to (re) use them according to “open science” dynamics. There are three main …
practitioners to (re) use them according to “open science” dynamics. There are three main …
On reproducible AI: Towards reproducible research, open science, and digital scholarship in AI publications
Background: Science is experiencing a reproducibility crisis. Artificial intelligence research
is not an exception. Objective: To give practical and pragmatic recommendations for how to …
is not an exception. Objective: To give practical and pragmatic recommendations for how to …