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t4fs-base.json
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{
"graphs" : [ {
"id" : "http://purl.obolibrary.org/obo/t4fs/t4fs-base.json",
"meta" : {
"basicPropertyValues" : [ {
"pred" : "http://purl.org/dc/elements/1.1/type",
"val" : "http://purl.obolibrary.org/obo/IAO_8000001"
}, {
"pred" : "http://purl.org/dc/terms/description",
"val" : "terms4FAIRskills describes the competencies, skills and knowledge associated with making and keeping data FAIR.\\nThis terminology applies to a variety of use cases, including: assisting with the creation and assessment of stewardship curricula; facilitating the annotation, discovery and evaluation of FAIR-enabling materials \\(e.g. training\\) and resources; enabling the formalisation of job descriptions and CVs with recognised, structured competencies.\\nIt is intended to be of use to trainers who teach FAIR data skills, researchers who wish to identify skill gaps in their teams and managers who need to recruit individuals to relevant roles."
}, {
"pred" : "http://purl.org/dc/terms/license",
"val" : "http://creativecommons.org/licenses/by/4.0/"
}, {
"pred" : "http://purl.org/dc/terms/title",
"val" : "terms4FAIRskills (T4FS)"
}, {
"pred" : "http://www.w3.org/2000/01/rdf-schema#comment",
"val" : "terms4FAIRskills by the terms4FAIRskills developers is licensed under CC BY 4.0. You are free to share (copy and redistribute the material in any medium or format) and adapt (remix, transform, and build upon the material) for any purpose, even commercially. for any purpose, even commercially. The licensor cannot revoke these freedoms as long as you follow the license terms. You must give appropriate credit (by using the original ontology IRI for the whole ontology and original term IRIs for individual terms), provide a link to the license, and indicate if any changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use."
}, {
"pred" : "http://www.w3.org/2002/07/owl#versionInfo",
"val" : "2025-02-09"
} ],
"version" : "http://purl.obolibrary.org/obo/t4fs/releases/2025-02-09/t4fs-base.json"
},
"nodes" : [ {
"id" : "http://purl.obolibrary.org/obo/BFO_0000004",
"type" : "CLASS"
}, {
"id" : "http://purl.obolibrary.org/obo/BFO_0000015",
"type" : "CLASS"
}, {
"id" : "http://purl.obolibrary.org/obo/BFO_0000017",
"type" : "CLASS"
}, {
"id" : "http://purl.obolibrary.org/obo/BFO_0000023",
"type" : "CLASS"
}, {
"id" : "http://purl.obolibrary.org/obo/IAO_0000030",
"type" : "CLASS"
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000002",
"lbl" : "pipe separated values",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "Values in a table presented as a series of ASCII text lines organised so that each column value is separated by a pipe ( | )."
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0002-5214-4466"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0002-7702-4495"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0003-2687-1982"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000004",
"lbl" : "software preservation",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "Software preservation involves the collection and long-term storage of software for archiving as well as maintaining availability and accessibility."
},
"comments" : [ "AL 8.2.22: Refactored \"software review and preservation\" to \"software preservation\", as the review process is not within the remit of terms4FAIRskills. Added definition and source." ],
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Kristina Hettne"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Victoria Dominguez Del Angel"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Yann Le Franc"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0002-7702-4495"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000005",
"lbl" : "repository access",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "In accessing a repository one uses a client (application) to discover relevant digital objects within a repository, and then retrieve a copy of a desired digital object."
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0002-5214-4466"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0002-7702-4495"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0003-2687-1982"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000006",
"lbl" : "develop fair and open research vision",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "Include FAIR and open research in the strategic framework for the organization and set objectives and timeframe."
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Angus Whyte"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Celia van Gelder"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Mateusz Kuzak"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Yan Wang"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000008",
"lbl" : "develop open research strategy and vision",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "The activity of developing an open research strategy and vision."
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Angus Whyte"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Celia van Gelder"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Mateusz Kuzak"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Yan Wang"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000009",
"lbl" : "data management policy",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "Statement of an organisation’s processes for the management of a specified set of data assets."
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0002-5214-4466"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0003-2687-1982"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000010",
"lbl" : "understand research code of conduct",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "Understand how the governing principles of research integrity and FAIR overlap"
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Angus Whyte"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Celia van Gelder"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000011",
"lbl" : "choosing the appropriate reporting guideline for your data",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "To be able to choose the appropriate reporting guideline/checklist for your data, based on community-adopted standards."
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0003-2687-1982"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000012",
"lbl" : "data stewardship activity",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "A specific deed, action, function or sphere of action in relation with the role of data stewardship"
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "Yann Le Franc"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0002-7702-4495"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0003-2687-1982"
}, {
"pred" : "http://purl.obolibrary.org/obo/T4FS_0000564",
"val" : "Set of actions carried out during data stewardship processes"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000013",
"lbl" : "data munging",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "A series of potentially destructive or irrevocable changes to a piece of data or a file. Common munging operations include removing punctuation or html tags, data parsing, filtering, and transformation."
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0002-5214-4466"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0003-2687-1982"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000014",
"lbl" : "interoperability of digital assets",
"type" : "CLASS",
"meta" : {
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0003-2687-1982"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000016",
"lbl" : "skills for resource management",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "Bin for Skills related to Resource management"
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "leightonlc"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000017",
"lbl" : "preservation",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "An activity within archiving in which specific items of data are maintained over time so that they can still be accessed and understood through changes in technology."
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0002-5214-4466"
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"val" : "https://orcid.org/0000-0002-7702-4495"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0003-2687-1982"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000118",
"val" : "Conservation"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000018",
"lbl" : "data categorisation",
"type" : "CLASS",
"meta" : {
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000118",
"val" : "Data Categorization"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000118",
"val" : "Data Classification"
}, {
"pred" : "http://www.geneontology.org/formats/oboInOwl#created_by",
"val" : "https://orcid.org/0000-0003-2687-1982"
}, {
"pred" : "http://www.geneontology.org/formats/oboInOwl#creation_date",
"val" : "2021-02-17T22:30:31.531624Z"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000019",
"lbl" : "data registration",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "Curation process on a data object by which it receives a persistent identifier (PID) from a trusted registration authority. Registration must be accompanied by the step(s) to create and submit metadata describing the object to the registry."
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0002-5214-4466"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0002-7702-4495"
}, {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "https://orcid.org/0000-0003-2687-1982"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000020",
"lbl" : "interoperability",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "The capability to communicate, execute programs, or transfer data among various functional units in a useful and meaningful manner that requires the user to have little or no knowledge of the unique characteristics of those units. Foundational, syntactic, and semantic interoperability are the three necessary aspects of interoperability."
},
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
"val" : "v"
} ]
}
}, {
"id" : "http://purl.obolibrary.org/obo/T4FS_0000021",
"lbl" : "exposing data",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "Exposing data is the activity of exposing your data to collaborators, the public, or other interested parties. A data producer makes the data accessible to external users in a machine- and/or human-readable way."
},
"comments" : [ "AL 15.3.22: Was \"expose your data\", which was not in the style of other term labels. Also updated definition, but might need revisiting later for a more formal definition." ],
"basicPropertyValues" : [ {
"pred" : "http://purl.obolibrary.org/obo/IAO_0000117",
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}
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},
"comments" : [ "AL 6.5.22: Modifed CASRAI definition to distinguish this term from 'non personally identifiable information.' Further work may determine whether or not both terms are required." ],
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}
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"val" : "Susanna Sansone"
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"lbl" : "electronic medical record",
"type" : "CLASS",
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"val" : "Electronic version of the paper record that doctors have traditionally maintained for their patients and which is typically only accessible within the facility or office that controls it."
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"lbl" : "aptitudes for provenance information management",
"type" : "CLASS",
"meta" : {
"definition" : {
"val" : "Bin for Aptitudes related to Provenance information management."
},
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"val" : "leightonlc"
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"val" : "Formalising and documenting existing processes and events. A first step in analysing a system of objects with which users interact is to identify each object and its relationship to other objects. This process is called data modelling and results in a picture of object relationships. Data modellers often use multiple models to view the same data and ensure that all processes, entities, relationships and data flows have been identified. There are several different approaches to data modelling, including: Conceptual Data Modelling (identifies the highest-level relationships between different entities); Enterprise Data Modelling (similar to conceptual data modelling, but addresses the unique requirements of a specific organisation); Logical Data Modelling (illustrates the specific entities, attributes and relationships involved in a business function. Serves as the basis for the creation of the physical data model); Physical Data Modelling (represents an application and database-specific implementation of a logical data model)."
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"type" : "CLASS",
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"definition" : {
"val" : "Manipulation of raw data to produce a single output."