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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 | Considerations for the Conduction and Interpretation of FAIRness Evaluations显示文摘The FAIR principles were received with broad acceptance in several scientific communities.However,there is still some degree of uncertainty on how they should be implemented.Several self-report questionnaires have been proposed to assess the implementation of the FAIR principles.Moreover,the FAIRmetrics group released 14,general-purpose maturity for representing FAIRness.Initially,these metrics were conducted as open-answer questionnaires.Recently,these metrics have been implemented into a software that can automatically harvest metadata from metadata providers and generate a principle-specific FAIRness evaluation.With so many different approaches for FAIRness evaluations,we believe that further clarification on their limitations and advantages,as well as on their interpretation and interplay should be considered. | Ricardo de Miranda Azevedo Michel Dumontier | 2020 | Data Intelligence2020，2，1： | 5 |
| 3 | Cartilage and vi- tamin D in vitro显示文摘 | Corvol MT Dumontier MF Tsagris L et a/ | 1981 | Ann Endocrinol1981，42，45： | 1 |
| 4 | Distributed Analytics on Sensitive Medical Data:The Personal Health Train显示文摘In recent years,as newer technologies have evolved around the healthcare ecosystem,more and more data have been generated.Advanced analytics could power the data collected from numerous sources,both from healthcare institutions,or generated by individuals themselves via apps and devices,and lead to innovations in treatment and diagnosis of diseases;improve the care given to the patient;and empower citizens to participate in the decision-making process regarding their own health and well-being.However,the sensitive nature of the health data prohibits healthcare organizations from sharing the data.The Personal Health Train(PHT)is a novel approach,aiming to establish a distributed data analytics infrastructure enabling the(re)use of distributed healthcare data,while data owners stay in control of their own data.The main principle of the PHT is that data remain in their original location,and analytical tasks visit data sources and execute the tasks.The PHT provides a distributed,flexible approach to use data in a network of participants,incorporating the FAIR principles.It facilitates the responsible use of sensitive and/or personal data by adopting international principles and regulations.This paper presents the concepts and main components of the PHT and demonstrates how it complies with FAIR principles. | Oya Beyan Ananya Choudhury Johan van Soest Oliver Kohlbacher Lukas Zimmermann Holger Stenzhorn Md.Rezaul Karim Michel Dumontier Stefan Decker Luiz Olavo Bonino da Silva Santos Andre Dekker | 2020 | Data Intelligence2020，2，1： | 1 |
| 5 | Treatment of post-traumatic nail bed deformities with split-thickness nail bed grafts显示文摘 | Dumontier C Nakache S Abimelec P | 2002 | Chir Main2002，21，6： | 1 |
| 6 | Cartilage and vitamin D in vitro显示文摘 | Corvol MT Dumontier MF Tsagrisl LF | 1981 | Ann endocrinol1981，42，： | 1 |
| 7 | lntegrating findings of traditional medicine with modern pharmaceutical research:the potential role of linked open data显示文摘 | Samwald M Dumontier M Zhao J | 2010 | Chinese Medicine2010，，5： | 1 |
| 8 | Neuropeptidey (NPY) and depression:from animal studies to the human condition显示文摘 | REDROBE J P DUMONTY QUIRION R | 2002 | Life Scj2002，71，25： | 1 |
| 9 | Dual effects of 17β-oestradiol on interleukin 1 β-induced proteoglycan degradation in chondrocytes显示文摘 | Richette P Dumontier MF Francois M | 2004 | Ann Rheum Dis2004，63，2： | 1 |
| 10 | R&D Intensity and Corporate Financial Policy:Some International Evidence 显示文摘 | Rahim Bah Pascal Dumontier | 2001 | Journal of Business Finance & Accounting2001，，： | 1 |
| 11 | R&D Intensity and Corporate FinancialPolicy : Some International Evidence 显示文摘 | BAH R DUMONTIER P | 2001 | Journal of Business Fi-nance and Accounting2001，28，： | 1 |
| 12 | Results and role of rectal endoscopic ultrasonography for patients with deep pelvic endometriosis显示文摘 | Chapron C Dumontier I Dousset | 1998 | Hum Reprod1998，13，： | 1 |
| 13 | Modulation of sulfated proteoglycan synthesis and collagen gene expression by chondrocytes grown in the presence of bFGF alone or combined with IGF1 显示文摘 | Nataf- V Tsagris-L Dumontier - MF | 1990 | Reprod-Nutr-Dev1990，30，3： | 1 |
| 14 | Calcaneal lengthening: investigation of deformity correction in a cadaver flat- foot model显示文摘 | Dumontier TA Falicov A Mosca V | 2005 | Foot Ankle Int2005，26，2： | 1 |
| 15 | Integrating findings of traditional medicine with modern pharmaceutical research:the potential role of linked open data显示文摘 | SAMWALD M DUMONTIER M ZHAO J | | 0，，05： | 1 |
| 16 | Real time DSP Implementation for MRF- based Video Motion Detection显示文摘 | Dumontier C Luthon F Charras J P | 1999 | IEEE Transactions on Image Processing1999，10，8： | 1 |
| 17 | Effect of somatomedin-C/insulin-like growth factorⅠ and growth hormone on cultured growth plate and articular chondrocytes 显示文摘 | Trippel S B Corvol M T Dumontier M F | 1989 | Pediatr Res1989，25，： | 1 |
| 18 | A short-term supplementation of pregnant women before delivery does not improe significantly the vitamin E status of neonates low efficiency of the vitamin E placental transfer显示文摘 | Leger CL Dumontier C Fouret G | 1998 | Int J Vitam Nutr Res1998，68，5： | 1 |
| 19 | The aryl hydrocarbon receptor activates the retinoic acid receptor alpha through SMRT antagonism 显示文摘 | Widerak M Ghoneim C Dumontier MF Quesne M Corvol MT Savouret JF | 2006 | Biochimie2006，88，34： | 1 |
| 20 | R&D Intensity and Corporate Financial Policy:Some International Evidence显示文摘 | Rahim Bah Pascal Dumontier | | 0，，： | 1 |
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