https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw#Head https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw http://www.nanopub.org/nschema#hasAssertion https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw#assertion https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw http://www.nanopub.org/nschema#hasProvenance https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw#provenance https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw#pubinfo https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw#assertion https://doi.org/10.1162/dint_a_00043 http://www.w3.org/2000/01/rdf-schema#label Jones et al. 2019 https://ds-wizard.org http://www.w3.org/2000/01/rdf-schema#label Data Stewardship Wizard https://more.metadatacenter.org/tools-training/outreach/cedar-template-model http://www.w3.org/2000/01/rdf-schema#label CEDAR https://provenance.ecs.soton.ac.uk/prov-template/ http://www.w3.org/2000/01/rdf-schema#label PROV-Template https://w3id.org/fair/icc/terms/R1.2-Explanation http://www.w3.org/1999/02/22-rdf-syntax-ns#type https://w3id.org/fair/icc/terms/Explanation https://w3id.org/fair/icc/terms/R1.2-Explanation http://www.w3.org/2000/01/rdf-schema#comment Detailed provenance includes facets such as how the resource was generated, why it was generated, by whom, under what conditions, using what starting-data or source-resource, using what funding/resources, who owns the data, who should be given credit, and any filters or cleansing processes that have been applied post-generation. Provenance information helps people and machines assess whether a resource meets their criteria for their intended reuse, and what data manipulation procedures may be necessary in order to reuse it appropriately. https://w3id.org/fair/icc/terms/R1.2-Explanation http://www.w3.org/2000/01/rdf-schema#isDefinedBy https://w3id.org/fair/icc/latest/R1.2-Explanation https://w3id.org/fair/icc/terms/R1.2-Explanation http://www.w3.org/2000/01/rdf-schema#label R1.2 Explanation https://w3id.org/fair/icc/terms/R1.2-Explanation http://www.w3.org/2000/01/rdf-schema#seeAlso https://doi.org/10.1162/dint_a_00043 https://w3id.org/fair/icc/terms/R1.2-Explanation http://www.w3.org/2000/01/rdf-schema#seeAlso https://ds-wizard.org https://w3id.org/fair/icc/terms/R1.2-Explanation http://www.w3.org/2000/01/rdf-schema#seeAlso https://more.metadatacenter.org/tools-training/outreach/cedar-template-model https://w3id.org/fair/icc/terms/R1.2-Explanation http://www.w3.org/2000/01/rdf-schema#seeAlso https://provenance.ecs.soton.ac.uk/prov-template/ https://w3id.org/fair/icc/terms/R1.2-Explanation http://www.w3.org/2000/01/rdf-schema#seeAlso https://www.castoredc.com/for-researchers/ https://w3id.org/fair/icc/terms/R1.2-Explanation https://w3id.org/fair/icc/terms/explains-principle https://w3id.org/fair/principles/terms/R1.2 https://w3id.org/fair/icc/terms/R1.2-Explanation https://w3id.org/fair/icc/terms/implementation-considerations Current choices are for communities to choose a set of metadata descriptions to optimize provenance to optimally enable machine and human reusability for its own purposes. These choices, and, as argued before the richness of the provenance associated with a digital resource will strongly influence its actual reuse. Therefore, the implementation considerations for implementing according to this principle are inherently the same as described for principle F2, but now more focused on appropriateness for reuse than on findability per se. https://w3id.org/fair/icc/terms/R1.2-Explanation https://w3id.org/fair/icc/terms/implementation-examples Provenance descriptions can for instance be implemented following community specific templates according to the PROV-Template (https://provenance.ecs.soton.ac.uk/prov-template/) approach. These templates allow to predefine the structure of the intended collection of provenance information using variables which are later instantiated with appropriate data extracted from existing process output. Such templates also reduce the burden on community members to deeply understand the highly structured PROV ontology, and the well-defined data structures that emerge from its use - that is to say, PROV should not be treated as a simple vocabulary from which terms can be selected, but rather as a model that constrains how those terms must be used in relation to one another. Several early tools are under development to make the construction of FAIR metadata easier, including for instance CEDAR (https://more.metadatacenter.org/tools-training/outreach/cedar-template-model), CASTOR (https://www.castoredc.com/for-researchers/) and the knowledge models in the Data Stewardship Wizard (https://ds-wizard.org, doi:10.1162/dint_a_00043). https://w3id.org/fair/principles/terms/R1.2 http://www.w3.org/2000/01/rdf-schema#label R1.2 https://www.castoredc.com/for-researchers/ http://www.w3.org/2000/01/rdf-schema#label CASTOR https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw#provenance https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw#assertion http://purl.org/pav/authoredBy https://w3id.org/fair/icc/terms/FAIR-Principles-Explained-Working-Group https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw#pubinfo https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw http://purl.org/dc/terms/created 2019-11-22T18:41:24.945+01:00 https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw http://purl.org/dc/terms/creator https://orcid.org/0000-0001-8888-635X https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1267-0234 https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw http://purl.org/dc/terms/creator https://orcid.org/0000-0003-4818-2360 https://w3id.org/fair/icc/np/R1.2-Explanation/RA50a_LNM7qUyVRCs0u8klptCFsXmne2JDej5wkGzM_Uw http://purl.org/dc/terms/license https://creativecommons.org/publicdomain/zero/1.0/