Data Science Journal · 2020 · 10 citations · 17 references
ComputingAgronomyCrop-livestock IntegrationFood PolicyHealth Data InteroperabilityAnnotationData IntegrationData ProvenanceKnowledge AnnotationOntology EngineeringSemantic AnnotationAgricultural Knowledge IntegrationData Exchange InteroperabilityFair Data UseSemantic Data InteroperabilitySemantic InteroperabilitySemantic Resource DiscoverySemantic WebUse Cases
In this paper, we report on the outputs and adoption of the Agrisemantics Working Group of the Research Data Alliance (RDA), consisting of a set of recommendations to facilitate the adoption of semantic technologies and methods for the purpose of data interoperability in the field of agriculture and nutrition. From 2016 to 2019, the group gathered researchers and practitioners at the crossing point between information technology and agricultural science, to study all aspects in the life cycle of semantic resources: conceptualization, edition, sharing, standardization, services, alignment, long term support. First, the working group realized a landscape study, a study of the uses of semantics in agrifood, then collected use cases for the exploitation of semantics resources – a generic term to encompass vocabularies, terminologies, thesauri, ontologies. The resulting requirements were synthesized into 39 “hints” for users and developers of semantic resources, and providers of semantic resource services. We believe adopting these recommendations will engage agrifood sciences in a necessary transition to leverage data production, sharing and reuse and the adoption of the FAIR data principles. The paper includes examples of adoption of those requirements, and a discussion of their contribution to the field of data science.
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The FAIR Guiding Principles for scientific data management and stewardship
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Natural Resources, Environmental Management, Ecosystem Management +16
P. R. Poulton, Johnny Johnston, A. J. Macdonald et al. · Global Change Biology · 2018 · 369 citations · Full text
Agriculture, Agronomy, Soil Sciences +17