FAIR_assessment_output_specification

(work in progress)

Repository to track the requirements and specifications of FAIR assessment reports.

Permanent identifier: https://w3id.org/ftr# (click to see documentation and examples beyond the README file)

Authors: Daniel Garijo, Mark Wilkinson, Rober Huber, Lukas Arnhold, Allyson Lister, Elli Papadopoulou, Leonidas Pispiringas, Neil Chue Hong, Clement Jonquet, Wim Hugo, Pablo Alarcón

Source document: https://docs.google.com/document/d/1HusredfHgymRg2ub4L0GnVSRV8IWZvFJyMkE6POejpc/edit?usp=sharing, with contributions from an initial modeling by Robert Huber and a diagram authored by Lukas Arnhold.

Core test result representation

We distinguish four main concepts:

TestResult: Output of running a test over a resource. A test result also should contain provenance metadata about the process followed to create it. TestResultis represented as an extension of prov:Entity. A test result points to the corresponding test specification through the ftr:definedBy property.
Test: A test (service) implementing a dqv:Metric
TestResultSet: A set of FAIR test results, together with their respective metadata. Common metadata may describe the set. For example, if all results where run by a request to the same API.
TestExecutionActivity: The action carried out by an agent of calling an API in which a test (or set of tests) were run. The result of this activity is either a TestResult or a TestResultSet.

diagram

Example: Describing a single test result

Test results have basic metadata to understand which test did they run, an explanation and whether they passes or not (or whether they were completed to a certain extend, if applicable). Below a test result is run on a resource ex:assessedResource and it passes. A log and a human readable description are returned.

@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix ftr: <https://w3id.org/fair_test_result#> .
@prefix schema: <https://schema.org/> .
@prefix ex: <http://example.org/fair/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

ex:result1 a ftr:TestResult;
    schema:identifier "id";
    schema:name "Result of test for checking if HTML version of the resource is reachable";
    ftr:isDefinedBy <http://example.org/foops/test/12>; #assuming this URL will have a specification of the test
    schema:description "A HTML version of this resource was found";
    ftr:log """
        LOG indicating the operations undertaken goes here
        """;
    prov:wasDerivedFrom ex:assessedResource; 
    prov:generatedAtTime "DATE"^^xsd:dateTime;
    ftr:status "pass".

ex:assessedResource a prov:Entity;
    schema:url "https://w3id.org/example".

Example: Grouping test results in a test set

Many assessment tools run a set of tests (e.g., organized under a test collection), and they may share common provenance metadata. In those cases, we propose a flexible approach by using a test set to record their provenance information. For example, let us have two tests from an assessment service run over a single resource:

@prefix prov: <http://www.w3.org/ns/prov#> .
@prefix ftr: <https://w3id.org/fair_test_result#> .
@prefix schema: <https://schema.org/> .
@prefix ex: <http://example.org/fair/> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

ex:result1 a ftr:TestResult;
    schema:identifier "long_random_id";
    schema:name "Result of test for checking if HTML representation of the resource is reachable";
    ftr:isDefinedBy <http://example.org/foops/test/12>; #assuming this URL will have a specification of the test
    schema:description "A HTML representation of this resource was found";
    ftr:log """
        LOG indicating the operations undertaken goes here
        """;
    ftr:status "pass".

ex:result2 a ftr:TestResult;
    schema:identifier "long_random_id";
    schema:name "Result of test for checking if an RDF representation of the resource is reachable";
    ftr:isDefinedBy <http://example.org/foops/test/15>; #assuming this URL will have a specification of the test
    schema:description "An RDF representation of this resource was found";
    ftr:log """
        LOG indicating the operations undertaken goes here
        """; 
    ftr:status "fail".

ex:testResultSet1 a ex:TestResultSet;
    prov:wasGeneratedBy ex:foopsExecution123;
    prov:used ex:assessedResource;
    prov:wasDerivedFrom ex:assessedResource;
    prov:hadMember ex:result1, result2 .

ex:assessedResource a prov:Entity;
    schema:url "https://w3id.org/example".

ex:foopsExecution123 a ftr:TestExecutionActivity;
    prov:used ex:assessedResource;
    ftr:usedAPI "https://foops.linkeddata.es/assessOntology/"^^xsd:anyURI;
    prov:wasStartedBy [
        a prov:Agent;
        schema:identifier <ORCID_ID>;
        schema:name "Daniel".
    ];
    prov:startedAtTime "DATE"^^xsd:dateTime;
    prov:endedAtTime "DATE"^^xsd:dateTime.

ex:foops a schema:SoftwareApplication;
    schema:url "https://w3id.org/foops"^^xsd:anyURI;
    schema:softwareVersion "0.1.0".

Scope

So far, the next release aims to represent test results. Future releases will address:

Test specification metadata (i.e., the test from which a test result is derived from)
What a quality metric is, and its prpovenance. For example, how two tests results may be used to generate a quality metric.
How a FAIR assessment score is calculated (e.g., how different quality metrics are aggregated together)
How tests are supposed incorporate suggestions, and which metadata should they include.

Requirements

The proposed vocabulary is derived from a set of competency questions, available at the cqs folder. CQs come from:

Requirements based on the experience of the authors (as FAIR assessment tool developers)
The open document where experts from various projects regarding FAIR assessment have gathered.

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