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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 | FAIR Convergence Matrix:Optimizing the Reuse of Existing FAIR-Related Resources显示文摘The FAIR principles articulate the behaviors expected from digital artifacts that are Findable,Accessible,Interoperable and Reusable by machines and by people.Although by now widely accepted,the FAIR Principles by design do not explicitly consider actual implementation choices enabling FAIR behaviors.As different communities have their own,often well-established implementation preferences and priorities for data reuse,coordinating a broadly accepted,widely used FAIR implementation approach remains a global challenge.In an effort to accelerate broad community convergence on FAIR implementation options,the GO FAIR community has launched the development of the FAIR Convergence Matrix.The Matrix is a platform that compiles for any community of practice,an inventory of their self-declared FAIR implementation choices and challenges.The Convergence Matrix is itself a FAIR resource,openly available,and encourages voluntary participation by any self-identified community of practice(not only the GO FAIR Implementation Networks).Based on patterns of use and reuse of existing resources,the Convergence Matrix supports the transparent derivation of strategies that optimally coordinate convergence on standards and technologies in the emerging Internet of FAIR Data and Services. | Hana Pergl Sustkova Kristina Maria Hettne Peter Wittenburg Annika Jacobsen Tobias Kuhn Robert Pergl Jan Slifka Peter McQuilton Barbara Magagna Susanna-Assunta Sansone Markus Stocker Melanie Imming Larry Lannom Mark Musen Erik Schultes | 2020 | Data Intelligence2020，2，1： | 4 |
| 3 | Behavior therapy for obsessive-compulsive disorder guided by a computer or by a clinician compared with relaxation as a control显示文摘 | Groist JH Marks IM Baer L | 2002 | J Clin Psychiatry2002，63，2： | 1 |
| 4 | Obsessive-compulsive symptom dimensions as predictors of compliance with and response to behavior therapy:Results from a controlled trial显示文摘 | Mataix-Cols D Marks IM Greist JH | 2002 | Psychother Psychosom2002，71，3： | 1 |
| 5 | Brief standard selfrating for phobic patients 显示文摘 | Marks IM Mathews AM | 1979 | Behaviour Research and Therapy1979，17，： | 1 |
| 6 | Extranodal nasal type NK/T-cell Lymphoma: Elucidating clinical prognostic factors for risk-based stratification of therapy显示文摘 | Jeeyun Lee Yeon Hee Park Won Seog Kim Seung-Sook Lee Baek-Yeol Ryoo Sung Hyun Yang Keon Woo Park Jung Hoon Kang Joon Oh Park Se Hoon Lee Kihyun Kim Chul Won Jung Young Suk Park Young-Hyuck Im Won Ki Kang Mark H. Lee Young H. Ko Yong Chan Ahn Keunchil Park | 2005 | European Journal of Cancer2005，，10： | 1 |
| 7 | Gender differences in obsessive compulsive disorder 显示文摘 | Deale A Marks IM | 1995 | Aust N Z J Psychiatry1995，29，1： | 1 |
| 8 | Normal dexamethasone suppression test in obsessive-compulsive disorder显示文摘 | Monteiro W Marks IM Noshirvani H | 1986 | British J Psychiatry1986，148，： | 1 |
| 9 | Does innate consumer innovativeness relate to new product/service adoption behavior? The intervening role of social learning via vicarious innovativeness显示文摘 | Subin Im Charlotte H. Mason Mark B. Houston | 2007 | Journal of the Academy of Marketing Science2007，，1： | 1 |
| 10 | Hectrical load Forecasting Using Artificial Neural Network 显示文摘 | Park D C H - Sharkaw iM A Marks R J | 1991 | IEEE Trans on Power Systems1991，6，2： | 1 |
| 11 | Gender divergent aetiological factors in obsessive compulsive disorder显示文摘 | NOSHIRVANI HF KASVIDIS Y MARKS IM | 1991 | Br J Psychiatry1991，158，2： | 1 |
| 12 | Current status of gastrointestinal carcinoids显示文摘 | Modlin IM Mark K Igor L | 1992 | Obstetrics & Gynecology1992，79，： | 1 |
| 13 | A differential neural response in obsesisve-compulsive disorder patients with washing compared with checking symptoms to disgust显示文摘 | Phillips ML Marks IM Senior C | 2000 | Psychol Med2000，30，： | 1 |
| 14 | The treatment of obsessive- compulsive neurotics by modeling md flooding in vivo 显示文摘 | Rachman S Marks IM Hodgson R | 1973 | BehavRes Ther1973，11，4： | 1 |
| 15 | Clomipramine, self-expo- sure and therapist-aided exposure for obsessive-compulsive rituals 显示文摘 | Marks IM Lelliott PT Basoglu M | 1988 | Br J Psychiatry1988，152，4： | 1 |
| 16 | Anxiety management training for anxiety state:Positive compared with negative self-statement显示文摘 | Marks IM Yuksel S | 1981 | British Journal of Psychiatry1981，140，： | 1 |
| 17 | Does innate consumer innovativeness relate to new product/service adoption behavior? The intervening role of social learning via vicarious innovativeness显示文摘 | Subin Im Charlotte H. Mason Mark B. Houston | 2007 | Journal of the Academy of Marketing Science2007，，1： | 1 |
| 18 | The repertoire of human germLine VH sequences reveals about 50 groups of VH segments with different hu pervariable loops显示文摘 | Tomlinson IM Walter G Marks JD | | J Mol Biol0，776，： | 1 |
| 19 | Clomipramine and exposure for obsessive-compulsive rituals: i显示文摘 | Marks IM Stern RS Mawson D | 1980 | Br J Psychiatry1980，136，： | 1 |
| 20 | Gender differences in obsessive compulsive disorder显示文摘 | Castal D J Deale A Marks IM | 1995 | Aust N Z J Psychiatry1995，29，1： | 1 |
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