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| 1 | FAIR Principles:Interpretations and Implementation Considerations显示文摘The FAIR principles have been widely cited,endorsed and adopted by a broad range of stakeholders since their publication in 2016.By intention,the 15 FAIR guiding principles do not dictate specific technological implementations,but provide guidance for improving Findability,Accessibility,Interoperability and Reusability of digital resources.This has likely contributed to the broad adoption of the FAIR principles,because individual stakeholder communities can implement their own FAIR solutions.However,it has also resulted in inconsistent interpretations that carry the risk of leading to incompatible implementations.Thus,while the FAIR principles are formulated on a high level and may be interpreted and implemented in different ways,for true interoperability we need to support convergence in implementation choices that are widely accessible and(re)-usable.We introduce the concept of FAIR implementation considerations to assist accelerated global participation and convergence towards accessible,robust,widespread and consistent FAIR implementations.Any self-identified stakeholder community may either choose to reuse solutions from existing implementations,or when they spot a gap,accept the challenge to create the needed solution,which,ideally,can be used again by other communities in the future.Here,we provide interpretations and implementation considerations(choices and challenges)for each FAIR principle. | Annika Jacobsen Ricardo de Miranda Azevedo Nick Juty Dominique Batista Simon Coles Ronald Cornet Melanie Courtot Merce Crosas Michel Dumontier Chris T.Evelo Carole Goble Giancarlo Guizzardi Karsten Kryger Hansen Ali Hasnain Kristina Hettne Jaap Heringa Rob W.W.Hooft Melanie Imming Keith G.Jeffery Rajaram Kaliyaperumal Martijn GKersloot Christine R.Kirkpatrick Tobias Kuhn Ignasi Labastida Barbara Magagna PeterMcQuilton Natalie Meyers Annalisa Montesanti Mirjam van Reisen Philippe Rocca-Serra Robert Pergl Susanna-Assunta Sansone Luiz Olavo Bonino da Silva Santos Juliane Schneider George Strawn Mark Thompson Andra Waagmeester Tobias Weigel Mark D.Wilkinson Egon L.Willighagen Peter Wittenburg Marco Roos Barend Mons Erik Schultes | 2020 | Data Intelligence2020,2,1: | 26 |
| 2 | Unique,Persistent,Resolvable:Identifiers as the Foundation of FAIR显示文摘The FAIR principles describe characteristics intended to support access to and reuse of digital artifacts in the scientific research ecosystem.Persistent,globally unique identifiers,resolvable on the Web,and associated with a set of additional descriptive metadata,are foundational to FAIR data.Here we describe some basic principles and exemplars for their design,use and orchestration with other system elements to achieve FAIRness for digital research objects. | Nick Juty Sarala M.Wimalaratne Stian Soiland-Reyes John Kunze Carole A.Goble Tim Clark | 2020 | Data Intelligence2020,2,1: | 11 |
| 3 | Blind separation of sources - Part I: An adaptive algorithm based on neuromimetic architecture 显示文摘 | HERAULT J JUTI'EN C | 1991 | Signal Processing1991,24,1: | 1 |
| 4 | The aldol condensation of acetaldehyde and heptanal on hydrotalcite-type cata- lysts显示文摘 | Tiehit D Jutie I D Coq B | 2003 | Journal of Catalysis2003,219,1: | 1 |
| 5 | Comparison of crystal and solution structures and 1H-NMR and ^13C-NMR chemical shifts for grandiflorenic acid, and monoginoic acid 显示文摘 | Raul G E Jutie B Benjamin O | 1997 | Can J Chem1997,75,: | 1 |
| 6 | Evolution of the air pollution in SW Germany evaluated by the longterm air quality in- dex LAQx显示文摘 | HELMUT MAYER JUTI?A HOIST DIRK SCHINI)LER | | Atmospheric Environment0,42,: | 1 |
| 7 | Controlled Vocabularies and Semantics in Systems Biology 显示文摘 | Courtot Melanie Juty Nick Knuepfer Christian | 2011 | Molecular Systems Biology2011,,1: | 1 |
| 8 | The effect of pendent groups at the fibers surface on interfacial adhesion显示文摘 | Penn L S Jutis B | 1989 | Journal of adhesion1989,30,14: | 1 |
| 9 | Leptomeningeal Carcinomatosis:Presenting Features and Prognostic Factors 显示文摘 | Michael Balm Jutie Hammack | 1996 | Arch Neurol1996,53,: | 1 |
| 10 | MELTING, a fiexible platform to predict the melting temper?atures of nucleic acids显示文摘 | DUMOUSSEAU M RODRIGUEZ N JUTY N | | BMC Bioinforrnatics 20J 2 13 r ioi?0,,: | 1 |
| 11 | Source separation in postnonlinear mixture 显示文摘 | TALEB A JUTI'EN C | 1999 | IEEE Trans Signal Processing1999,47,10: | 1 |
| 12 | Evidence-based guidelines for the secondary prevention of falls in older adults 显示文摘 | Jutie M Julie R David HC | 2003 | Gerontology2003,49,: | 1 |
| 13 | The effect of pendent croups at the fiber surface on interracial adhesion显示文摘 | L S Penn B Jutis | 1989 | The Journal of Adhesion1989,30,14: | 1 |
| 14 | An Analysis of Crosswalks from Research Data Schemas to Schema.org显示文摘The increased number of data repositories has greatly increased the availability of open data.To enable broad discovery and access to research dataset,some data repositories have begun leveraging the web architecture by embedding structured metadata markup in dataset web landing pages using vocabularies from Schema.org and extensions.This paper aims to examine metadata interoperability for supporting global data discovery.Specifically,the paper reports a survey on which metadata schema has been adopted by participating data repositories,and presents an analysis of crosswalks from fourteen research data schemas to Schema.org.The analysis indicates most descriptive metadata are interoperable among the schemas,the most inconsistent mapping is the rights metadata,and a large gap exists in the structural metadata and controlled vocabularies to specify various property values.The analysis and collated crosswalks can serve as a reference for data repositories when they develop crosswalks from their own schemas to Schema.org,and provide the research data community a benchmark of structured metadata implementation. | Mingfang Wu Stephen M.Richard Chantelle Verhey Leyla Jael Castro Baptiste Cecconi Nick Juty | 2023 | Data Intelligence2023,5,1: | 0 |
| 15 | 诺福克南方公司调整长期发展战略显示文摘在经历经济大萧条后,诺福克南方公司(NS)高层认识到需要制定一个可持续性的长期发展战略。目前,标志性的'未来轨迹'战略计划具有很强的弹性,因此NS公司可以按年度更新计划,以应对意想不到的挑战(例如经济衰退)或新趋势(例如铁路运输原油量的增长)。正在进行的计划之一是对贝尔维尤编组站进行大规模扩建和重新设计。技术是'未来轨迹'中其他计划进行的一个关键组成部分。'未来轨迹'计划将继续在NS公司激发新的和更好的经营方式。 | Jutie Sneider 张建平 | 2015 | 国外铁道机车与动车2015,,2: | 0 |