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Three Point FAIRification Framework

The Three-point FAIRification Framework provides practical “how to” guidance to stakeholders seeking to go FAIR. Moreover, by following this framework, stakeholders can rest assured that their efforts toward FAIRification will be optimally coordinated with the efforts of other stakeholders in the GO FAIR community. The three-point framework maximizes reuse of existing resources, maximizes interoperability, and accelerates convergence on standards and technologies supporting FAIR data and services. Learn more on how FDP connects to the Three Point FAIRification Framework.

An Hourglass approach to an Internet of FAIR Data and Services

FAIR is about automating the Findability, Accessibility, Interoperability and Reusability of digital resources populating the Internet. Although the formulation of FAIR Principles occurred relatively recently (2016), numerous infrastructure frameworks have been proposed over the last two decades that anticipated and, in many cases demonstrated, behaviors described by the FAIR Principles.

Among these frameworks are the Digital Object Architecture (first proposed by Kahn and Wilenski and more recently developed by the GEDE Working Group of RDA) which proposes abstraction layers for automated data operations and IBM’s Linked Data Platform, later to become a W3C standard, harnessing Semantic Web approaches emphasizing operations that are contingent on semantically rich (domain-relevant) descriptions.

As these and other approaches have demonstrated key capabilities, it is increasingly recognized that the barriers to the emergence of a global data infrastructure is no longer technological, but social: finding widespread consensus on particular implementations. It is well-known that large integrative infrastructures demonstrate widespread uptake through an “hourglass” strategy, where “convergence” is driven by absolute minimal standards on the most generic operations, leaving maximum freedom to implement solutions in specialized domains and in use cases involving legacy data.

convergence developments timeline

Convergence Meetings

Beginning in August 2019 GO FAIR and others coordinated a series of international “convergence” meetings that brought together key stakeholders in Digital Object Architecture and Semantic Web, to assess the FAIR profiles of each, and where possible, to look for complementary features. Guided by the FAIR Principles, it was possible to sketch a novel approach that combines the powerful features from both Digital Objects and Linked Data yielding the FAIR Digital Object Framework. The FAIR Digital Object has the potential to serve as the “center of the hourglass” for an emerging Internet of FAIR Data and Services. It is giving users a definite but minimal standard to build toward, yet also the freedom to choose their own implementation paths. By adhering to the FAIR Principles in all design elements, the FAIR Digital Object guarantees FAIRness for even complex multicomponent digital artifacts.

An international consortium is now actively working together to formulate a global consensus on a specification for the FAIR Digital Object, and to demonstrate multiple implementations. If you would like to join this effort, please consider adding your name to the Joint Statement on FAIR Digital Object Framework.