A design framework and exemplar metrics for FAIRness.
作者信息
Wilkinson Mark D, Sansone Susanna-Assunta, Schultes Erik, Doorn Peter, Bonino da Silva Santos Luiz Olavo, Dumontier Michel
机构信息
Centro de Biotecnología y Genómica de Plantas UPM - INIA, Madrid, Spain.
Oxford e-Research Centre, Department of Engineering Science, University of Oxford, Oxford, UK.
出版信息
Sci Data. 2018 Jun 26;5:180118. doi: 10.1038/sdata.2018.118.
Abstract
摘要
相似文献
1
A design framework and exemplar metrics for FAIRness.公平性的设计框架及示例指标。
Sci Data. 2018 Jun 26;5:180118. doi: 10.1038/sdata.2018.118.
2
Experiment design driven FAIRification of omics data matrices, an exemplar.基于实验设计的组学数据矩阵 FAIR 化：实例。
Sci Data. 2019 Dec 12;6(1):271. doi: 10.1038/s41597-019-0286-0.
3
Accessible data curation and analytics for international-scale citizen science datasets.便于访问的数据管理和分析，适用于国际规模的公民科学数据集。
Sci Data. 2021 Nov 22;8(1):297. doi: 10.1038/s41597-021-01071-x.
4
Contrasting sampling designs among archived datasets: implications for synthesis efforts.存档数据集中不同的抽样设计：对综合研究的影响。
Tree Physiol. 2016 Sep;36(9):1057-9. doi: 10.1093/treephys/tpw067. Epub 2016 Aug 18.
5
Comment: Making data count.评论：让数据发挥作用。
Sci Data. 2015 Aug 4;2:150039. doi: 10.1038/sdata.2015.39. eCollection 2015.
6
The FAIR Guiding Principles for scientific data management and stewardship.科学数据管理和保存的 FAIR 指导原则。
Sci Data. 2016 Mar 15;3:160018. doi: 10.1038/sdata.2016.18.
7
Public Data Archiving in Ecology and Evolution: How Well Are We Doing?生态学与进化领域的公共数据存档：我们做得如何？
PLoS Biol. 2015 Nov 10;13(11):e1002295. doi: 10.1371/journal.pbio.1002295. eCollection 2015.
8
Credit data generators for data reuse.用于数据重用的信用数据生成器。
Nature. 2019 Jun;570(7759):30-32. doi: 10.1038/d41586-019-01715-4.
9
An automated curation procedure for addressing chemical errors and inconsistencies in public datasets used in QSAR modelling.一种用于解决QSAR建模中使用的公共数据集中化学错误和不一致性的自动化编目程序。
SAR QSAR Environ Res. 2016 Nov;27(11):939-965. doi: 10.1080/1062936X.2016.1253611.
10
Consistent Semantic Annotation of Outdoor Datasets via 2D/3D Label Transfer.通过 2D/3D 标签传递实现户外数据集的一致语义标注。
Sensors (Basel). 2018 Jul 12;18(7):2249. doi: 10.3390/s18072249.
引用本文的文献
1
Review of open-source software for developing heterogeneous data management systems for bioinformatics applications.用于生物信息学应用开发异构数据管理系统的开源软件综述。
Bioinform Adv. 2025 Jul 18;5(1):vbaf168. doi: 10.1093/bioadv/vbaf168. eCollection 2025.
2
Semantic Resources for Managing Knowledge in Battery Research.电池研究中知识管理的语义资源
ChemSusChem. 2025 Aug 6;18(16):e202500458. doi: 10.1002/cssc.202500458. Epub 2025 Jul 15.
3
Building a FAIR data ecosystem for incorporating single-cell transcriptomics data into agricultural genome to phenome research.构建一个用于将单细胞转录组学数据纳入农业基因组到表型组研究的公平数据生态系统。
Front Genet. 2024 Nov 29;15:1460351. doi: 10.3389/fgene.2024.1460351. eCollection 2024.
4
Dynamics of bio-based carbon dioxide removal in Germany.德国生物基二氧化碳去除的动态变化。
Sci Rep. 2024 Sep 2;14(1):20395. doi: 10.1038/s41598-024-71017-x.
5
FAIRsoft-a practical implementation of FAIR principles for research software.FAIRsoft- 研究软件 FAIR 原则的实际实现。
Bioinformatics. 2024 Aug 2;40(8). doi: 10.1093/bioinformatics/btae464.
6
Recommendations to promote fairness and inclusion in biomedical AI research and clinical use.促进生物医学人工智能研究和临床应用公平性和包容性的建议。
J Biomed Inform. 2024 Sep;157:104693. doi: 10.1016/j.jbi.2024.104693. Epub 2024 Jul 15.
7
Operationalizing and digitizing person-centered daily functioning: a case for functionomics.实现和数字化以患者为中心的日常功能：功能组学的一个案例。
BMC Med Inform Decis Mak. 2024 Jun 27;24(1):184. doi: 10.1186/s12911-024-02584-2.
8
FAIR assessment of nanosafety data reusability with community standards.用社区标准实现纳米安全性数据再利用的 FAIR 评估。
Sci Data. 2024 May 16;11(1):503. doi: 10.1038/s41597-024-03324-x.
9
Sharing Digital Health Educational Resources in a One-Stop Shop Portal: Tutorial on the Catalog and Index of Digital Health Teaching Resources (CIDHR) Semantic Search Engine.在一站式门户中共享数字健康教育资源：数字健康教学资源目录与索引（CIDHR）语义搜索引擎教程
JMIR Med Educ. 2024 Mar 4;10:e48393. doi: 10.2196/48393.
10
The interoperability of crystallographic data and databases.晶体学数据与数据库的互操作性。
IUCrJ. 2024 Jan 1;11(Pt 1):9-15. doi: 10.1107/S2052252523010424.
本文引用的文献
1
Badges to Acknowledge Open Practices: A Simple, Low-Cost, Effective Method for Increasing Transparency.认可开放实践的徽章：一种提高透明度的简单、低成本且有效的方法。
PLoS Biol. 2016 May 12;14(5):e1002456. doi: 10.1371/journal.pbio.1002456. eCollection 2016 May.
2
The FAIR Guiding Principles for scientific data management and stewardship.科学数据管理和保存的 FAIR 指导原则。
Sci Data. 2016 Mar 15;3:160018. doi: 10.1038/sdata.2016.18.
Zotero 插件