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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 | Present and future arboviral threats显示文摘 | Scott C. Weaver William K. Reisen | 2009 | Antiviral Research2009，，2： | 3 |
| 3 | Towards the Tipping Point for FAIR Implementation显示文摘This article explores the global implementation of the FAIR Guiding Principles for scientific management and data stewardship,which provide that data should be findable,accessible,interoperable and reusable.The implementation of these principles is designed to lead to the stewardship of data as FAIR digital objects and the establishment of the Internet of FAIR Data and Services(IFDS).If implementation reaches a tipping point,IFDS has the potential to revolutionize how data is managed by making machine and human readable data discoverable for reuse.Accordingly,this article examines the expansion of the implementation of FAIR Guiding Principles,especially how and in which geographies(locations)and areas(topic domains)implementation is taking place.A literature review of academic articles published between 2016 and 2019 on the use of FAIR Guiding Principles is presented.The investigation also includes an analysis of the domains in the IFDS Implementation Networks(INs).Its uptake has been mainly in the Western hemisphere.The investigation found that implementation of FAIR Guiding Principles has taken firm hold in the domain of bio and natural sciences.To achieve a tipping point for FAIR implementation,it is now time to ensure the inclusion of non-European ascendants and of other scientific domains.Apart from equal opportunity and genuine global partnership issues,a permanent European bias poses challenges with regard to the representativeness and validity of data and could limit the potential of IFDS to reach across continental boundaries.The article concludes that,despite efforts to be inclusive,acceptance of the FAIR Guiding Principles and IFDS in different scientific communities is limited and there is a need to act now to prevent dampening of the momentum in the development and implementation of the IFDS.It is further concluded that policy entrepreneurs and the GO FAIR INs may contribute to making the FAIR Guiding Principles more flexible in including different research epistemologies,especially through its GO CHANGE pillar. | Mirjam van Reisen Mia Stokmans Mariam Basajja Antony Otieno Ong’ayo Christine Kirkpatrick Barend Mons | 2020 | Data Intelligence2020，2，1： | 3 |
| 4 | FAIR Practices in Africa显示文摘This article investigates expansion of the Internet of FAIR Data and Services(IFDS)to Africa,through the three GO FAIR pillars:GO CHANGE,GO BUILD and GO TRAIN.Introduction of the IFDS in Africa has a focus on digital health.Two examples of introducing FAIR are compared:a regional initiative for digital health by governments in the East Africa Community(EAC)and an initiative by a local health provider(Solidarmed)in collaboration with Great Zimbabwe University in Zimbabwe.The obstacles to introducing FAIR are identified as underrepresentation of data from Africa in IFDS at this moment,the lack of explicit recognition of situational context of research in FAIR at present and the lack of acceptability of FAIR as a foreign and European invention which affects acceptance.It is envisaged that FAIR has an important contribution to solve fragmentation in digital health in Africa,and that any obstacles concerning African participation,context relevance and acceptance of IFDS need to be removed.This will require involvement of African researchers and ICT-developers so that it is driven by local ownership.Assessment of ecological validity in FAIR principles would ensure that the context specificity of research is reflected in the FAIR principles.This will help enhance the acceptance of the FAIR Guidelines in Africa and will help strengthen digital health research and services. | Mirjam van Reisen Mia Stokmans Munyaradzi Mawere Mariam Basajja Antony Otieno Ong’ayo Primrose Nakazibwe Christine Kirkpatrick Kudakwashe Chindoza | 2020 | Data Intelligence2020，2，1： | 2 |
| 5 | Immunology, climate change and vector- borne diseases显示文摘 | Patz JA Reisen WK | 2001 | Trends Immunol2001，4，22： | 1 |
| 6 | Present and future ar-boviral threats显示文摘 | Weaver SC Reisen WK | | 0，，： | 1 |
| 7 | Expression of a cauliflower tonoplast aquaporin tagged with GFP in tobacco suspension cells correlates with an increase in cell size显示文摘 | Daniel Reisen Nathalie Leborgne-Castel Cengiz Ozalp | 2003 | Plant Molecular Biology2003，52，2： | 1 |
| 8 | Characteristics of Latino MSM who have sex in public settings 显示文摘 | Reisen CA Zea MC Bianchi FT | 2011 | AIDS Care2011，23，4： | 1 |
| 9 | Psychological well-being among Latino lesbians and gay men 显示文摘 | Zea MC Reisen CA Poppen PJ | 1999 | Cuhur Divers Ethnic Minor Psychol1999，5，4： | 1 |
| 10 | Expression of a cauliflower tonophlast aquaporin tagged with GFP in tobacco suspension cells correlates with an increase in cell size显示文摘 | Daniel Reisen Nathalis Leborgne-Castel | 2003 | Plant Molecular Biology2003，52，2： | 1 |
| 11 | An elicitor from Pyricularia oryzae induces resistance responses in rice: isolation, characterization and physiological properties 显示文摘 | Schaffrath U Scheinpflug H Reisener H J | 1995 | Physiological and Molecular plant Pathology1995，46，： | 1 |
| 12 | Boom and Bust and Sovereign Ratings 显示文摘 | Helmut Reisen and Julia yon Maltzan | 1999 | International Finance1999，2，7： | 1 |
| 13 | Present and future arboviral treats 显示文摘 | Weaver SC Reisen WK | 2010 | Antiviral Res2010，85，2： | 1 |
| 14 | Modeling and forecasting daily average PM 10 concentrations by a seasonal long-memory model with volatility显示文摘 | Reisen V A Sarnaglia A J Q Reis N C | 2014 | Environmental Modelling & Software2014，51，1： | 1 |
| 15 | Evaluation of the California encephalitis epidemic risk scheme using conditional simulations with historical data显示文摘 | Barker CM Reisen WK Kramer VL 2002 | 2002 | Proc Mosq Vector Control Assoc Calif2002，70，： | 1 |
| 16 | Immunoloty, climate change and vector-borne diseases显示文摘 | Patz JA Reisen WK | 2001 | Trends [mmunol2001，22，4： | 1 |
| 17 | The relationship between fall dormancy and stand persistence in alfalfa varieties显示文摘 | Kinpe B Reisen P McCaslin M | 1998 | Pro- ceeding of the 1998 California Alfalfa symposium1998，，3： | 1 |
| 18 | Robust estimation in time series with long and short memory properties 显示文摘 | Vald e rio Anselmo Reisen Fabio Fajaxdo Molinares | 2012 | Annales Mathematicae et Informaticae2012，，39： | 1 |
| 19 | 显示文摘 | Grievink J Polley G T | 1995 | Computers and Chemical Engineering1995，19，1： | 1 |
| 20 | Liberalizing foreign investments by pension funds:positive and normative aspects显示文摘 | Reisen H | 1997 | World development1997，，25： | 1 |
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