Semantic artefact assessment

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EOSC would provide an open and trusted environment for accessing and managing a wide range of publicly funded research data and related services, helping researchers reap the full benefits of data-driven science. EOSC is now entering its implementation phase (2021-2027) which requires active engagement and support to ensure widespread implementation and adoption of the FAIR (Findable, Accessible, Interoperable, Reusable) principles, to define and share standards and develop tools and services, to allow researchers to find, access, reuse and combine research results. With the ambitious goal to realise an EOSC of FAIR data and services, the FAIR-IMPACT project responds to these needs by supporting the implementation of FAIR-enabling practices, tools and services across scientific communities at a a European, national and international level" /> <link rel="shortlink" href="https://www.fair-impact.eu/node/493" /> <link rel="canonical" href="https://www.fair-impact.eu/semantic-artefact-assessment" /> <meta property="og:type" content="Website" /> <meta property="og:url" content="https://www.fair-impact.eu/semantic-artefact-assessment" /> <meta property="og:title" content="Semantic artefact assessment" /> <meta property="og:description" content="FAIR-IMPACT proposed a methodology for assessing semantic artefacts and one to generate FAIR semantic artefacts and their context by design." /> <meta property="og:updated_time" content="2024-09-16T15:45:10+02:00" /> <meta name="twitter:card" content="summary_large_image" /> <meta name="twitter:title" 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Framework</a> </li> <li class="navigation__item navigation__item--level-2"> <a href="https://catalogue.fair-impact.eu/" class="navigation__link navigation__link--level-2">Catalogue of Resources</a> </li> <li class="navigation__item navigation__item--level-2"> <a href="/ImplementationFramework-inputform" class="navigation__link navigation__link--level-2" data-drupal-link-system-path="node/78">Suggest a resource</a> </li> <li class="navigation__item navigation__item--level-2 navigation__item--last"> <a href="/implementation-adoption-stories" class="navigation__link navigation__link--level-2" data-drupal-link-system-path="implementation-adoption-stories">FAIR Implementation stories</a> </li> </ul> </li> <li class="navigation__item navigation__item--level-1 navigation__item--has-children"> <a href="/fair-impact-open-calls-support" class="navigation__link navigation__link--level-1" data-drupal-link-system-path="node/128">Support Programmes</a> <ul class="navigation__sub-menu 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href="https://fair-impact.eu/2nd-open-call-support-opens-30-august" class="navigation__link navigation__link--level-3">1st Open Call Route 1 (CLOSED)</a> </li> </ul> </li> <li class="navigation__item navigation__item--level-2 navigation__item--has-children"> <a href="/apply-financial-support" class="navigation__link navigation__link--level-2" data-drupal-link-system-path="node/542">Apply for financial support</a> <ul class="navigation__sub-menu navigation--level-3"> <li class="navigation__item navigation__item--level-3"> <a href="/1st-open-call-route-2-support-closed" class="navigation__link navigation__link--level-3" data-drupal-link-system-path="node/233">1st Open Call Route 2 (CLOSED)</a> </li> <li class="navigation__item navigation__item--level-3"> <a href="/2nd-open-call-route-2-support" class="navigation__link navigation__link--level-3" data-drupal-link-system-path="node/451">2nd open call Route 2 (CLOSED)</a> </li> <li class="navigation__item navigation__item--level-3 navigation__item--last"> <a href="https://fair-impact.eu/3rd-open-call-route-2-support-opens-30-sept" class="navigation__link navigation__link--level-3">3rd open call for Route 2 support (OPEN TILL 4 DECEMBER)</a> </li> </ul> </li> <li class="navigation__item navigation__item--level-2 navigation__item--last"> <a href="/faqs" class="navigation__link navigation__link--level-2" data-drupal-link-system-path="node/412">FAQs</a> </li> </ul> </li> <li class="navigation__item navigation__item--level-1 navigation__item--has-children"> <span class="navigation__link navigation__link--level-1">PIDs</span> <ul class="navigation__sub-menu navigation--level-2"> <li class="navigation__item navigation__item--level-2 navigation__item--last"> <a href="/guidelines-creating-user-tailored-eosc-compliant-pid-policy" class="navigation__link navigation__link--level-2" data-drupal-link-system-path="node/547">Guidelines for an EOSC Compliant PID Policy</a> </li> </ul> </li> <li class="navigation__item 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</div> </div> <div class="layout-main-wrapper clearfix"> <div id="main" class="container"> <div class="region region-breadcrumb"> <div id="block-fairimpact-breadcrumbs" class="block block-system block-system-breadcrumb-block"> <div class="content"> <nav role="navigation" aria-labelledby="system-breadcrumb"> <h2 id="system-breadcrumb" class="visually-hidden">Breadcrumb</h2> <ol> <li> <a href="/">Home</a> </li> </ol> </nav> </div> </div> <div id="block-fairimpact-page-title" class="mb-4rem block block-core block-page-title-block"> <div class="content"> <h1 class="title page-title"> <span property="schema:name">Semantic artefact assessment</span> </h1> </div> </div> </div> <div class="row"> <main id="content" class="column main-content col-xxl-12 col-xl-12 col-lg-12 col-md-12 col-sm-12 col-xs-12 order-xl-2 order-lg-2 order-md-1 order-sm-1 order-xs-1 " role="main"> <section id="main-wrapper" class="section"> <a id="main-content" tabindex="-1"></a> <div class="region region-messages"> <div data-drupal-messages-fallback class="hidden"></div> </div> <div class="region region-content"> <div id="block-fairimpact-content" class="block block-system block-system-main-block"> <div class="content"> <article data-history-node-id="493" role="article" about="/semantic-artefact-assessment" typeof="schema:WebPage" class="node node--type-page node--view-mode-full clearfix mb-5"> <header> <span property="schema:name" content="Semantic artefact assessment" class="hidden"></span> <span property="schema:interactionCount" class="hidden"></span> </header> <div class="node__content clearfix"> <div property="schema:text" class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><p>One of the main objectives of the FAIR-IMPACT project is to extend FAIR assessment beyond data. Based on existing best practices and recommendations by the community (see Further information), in FAIR-IMPACT we have addressed semantic artefact assessment from two different perspectives, further described below.</p> <h2><b>FAIR assessment methodology</b></h2> <p>We have proposed a methodology for assessing semantic artefacts (vocabularies and ontologies) by extending the <a href="https://doi.org/10.1016/j.engappai.2022.104755">Linked Open Terms Methodology </a>(LOT) for ontology development. LOT has been widely for ontology development, and we extended it adding two new phases for FAIR assessment: FAIR pre-assessment (i.e, when a semantic artefact is not yet ready public in the Web) and FAIR assessment (i.e. when a semantic artefact is ready to be published on the Web). In both cases, we have distilled existing FAIR assessment guidelines and recommendations in seven steps, ranging from checking the implementation language of the target semantic resource to checking the community best practices that apply to it (see image 'Overview of the proposed FAIR assessment methodology'). For each step, the methodology indicates which FAIR principles apply, as well as how two different tools for semantic artefact FAIR assessment (FOOPS! and O鈥橣AIRe) implement tests for assessing that step. You can already check out the milestone report about this <a href="https://zenodo.org/records/8305173" title="M5.3 Semantic artefact assessment methodology">here</a>.</p> <p>The image below is an overview of the proposed FAIR assessment methodology. There are six main steps to be carried out for FAIR assessment when developing the ontology, with a transversal step depending on the best practices issued by specific communities. Four of the proposed activities may be carried out without the ontology being published online, and hence they are part of the pre-assessment activity. The two remaining activities (i.e., looking for an ontology in existing registries and checking the ontology publication) can only be addressed once a release of the ontology is available online (some registries require online availability to store an ontology).</p> <p> </p> <p class="text-align-center"><span style="font-size:12pt; font-variant-ligatures:normal; font-variant-alternates:normal; font-variant-numeric:normal; font-variant-east-asian:normal; font-variant-position:normal; white-space:pre-wrap"><span style="font-family:Calibri, sans-serif"><span style="color:#000000"><span style="font-weight:400"><span style="font-style:normal"><span style="text-decoration:none"><span style="border:medium"><span style="display:inline-block"><span style="overflow:hidden"><span style="width:580px"><span style="height:372px"><img height="372" src="https://lh7-eu.googleusercontent.com/8cQpXekGZX9JeR-KD9LJacNx-UJ_d6Qj7cW-hD_rZp0NM3qt2uXAXDxZJymdrsnJptEBC-DRbNQm0VIVzmDc9jWRdWXrfNvtV0H065FFnRQ4WCYwyZtTTq9sUgsUkd3M2apZAOR2h8R5amQfs3JOhw" style="margin-left:-2px" width="583.254554271698" /></span></span></span></span></span></span></span></span></span></span></span></p> <p><span style="font-size:11px;">Image: Overview of the proposed FAIR assessment methodology. Citation: Garijo, D., Poveda-Villal贸n, M., Flohr, P., Gonzalez-Beltran, A., le Franc, Y., & Verburg, M. (2023). M5.3 Semantic artefact assessment methodology (Version 1). </span></p> <p> </p> <h2><b>FAIR by design methodology</b></h2> <p>While our FAIR assessment methodology addresses the assessment of semantic artefacts that may pre-exist, the future deliverable D4.2 will focus on a methodology to generate FAIR semantic artefacts and their context by design. The methodology identifies gaps in current practices for ontology engineering and proposes solutions to address them within the semantic artefact development process. For example, the requirement elicitation with competency questions (CQs) is key for validating a semantic artefact. However, CQs are rarely linked to the ontology itself, and therefore a key element of semantic artefact rationale and provenance is lost (resulting in a gap). You can already check out the milestone <a href="https://zenodo.org/records/10551054" title="M4.2 - Processes & tools to engineer FAIR semantic artefacts">here</a>.</p> <p>Semantic artefacts can be assessed using automated FAIR assessment tools. You can find the tools that FAIR-IMPACT works with <a href="https://fair-impact.eu/fair-assessment-tools" title="FAIR assessment tools">here</a>.</p> <h2>Further information</h2> <ul> <li><a href="https://doi.org/10.3233/SSW200034">Best practices for implementing FAIR Vocabularies and Ontologies on the Web</a></li> <li><a href="https://doi.org/10.5281/zenodo.6675295">D2.8 FAIR Semantics Recommendations Third Iteration (V1.0)</a></li> <li><a href="https://doi.org/10.1007/978-3-030-61244-3_18">Coming to Terms with FAIR Ontologies</a></li> <li><a href="https://doi.org/10.1186/s13326-023-00286-8">Features of a FAIR vocabulary</a></li> <li><a href="https://doi.org/10.1371/journal.pcbi.1009041">Ten simple rules for making a vocabulary FAIR</a></li> <li>O'FAIRe makes you an offer: Metadata-based Automatic FAIRness Assessment for Ontologies and Semantic Resources. Amdouni E., Bouazzouni S., Jonquet C. International Journal of Metadata, Semantics and Ontologies, 2022, 16 (1), pp. 16-46</li> </ul> <h2><b>Community feedback</b></h2> <p>We are very happy to invite community feedback on this work. You can do this in different ways:</p> <ul> <li><b>Commenting on this webpage.</b> Please in your comment below, aim to be as specific as possible as to what element of the methodology you are referring to.</li> <li>Providing direct comments on <a href="https://docs.google.com/document/d/1CkJDJnK6csufI7NB9blpixQLepbE18Gn/edit?usp=sharing&ouid=114639591999596114980&rtpof=true&sd=true" rel="noopener" target="_blank">the full report</a>. You can leave suggestions and comments on specific parts or ask for clarification from the authors.</li> <li>Would you like more personal contact on the topic of metrics for data? Get in touch with us by sending an email to <a href="mailto:metrics@fair-impact.eu">metrics@fair-impact.eu</a>. </li> </ul> <p>As you read and comment on these metrics please bear in mind the following: </p> <ul> <li>M5.3 is still a work in progress, and we are working on a second iteration to address all the received community feedback. </li> <li>If you detect any issues with the documents or assessment tools, please let us know. Please open issues in the respective repositories of O鈥橣AIRe (<a href="https://github.com/agroportal/fairness" rel="noopener" target="_blank">https://github.com/agroportal/fairness</a>) or FOOPS! (<a href="https://github.com/oeg-upm/fair_ontologies" rel="noopener" target="_blank">https://github.com/oeg-upm/fair_ontologies)</a> when appropriate.</li> <li>If you have new types of semantic artefacts not covered by the presented methodologies, please do let us know. We are in the process of building a semantic artefact benchmark that may benefit from heterogeneous semantic artefacts.</li> </ul> </div> <h3 class="title comment-form__title">Leave a comment</h3> <p>Please feel free to leave us a comment to share your thoughts with the FAIR-IMPACT community.</p> <p><a href="/user/login?destination=/semantic-artefact-assessment">Log in</a> or <a href="/user/register?destination=/semantic-artefact-assessment">register</a> to post comments</li></p> <section class="field field--name-comment field--type-comment field--label-above comment-wrapper"> <p class="text-center nocomments">There are no comments</p> </section> </div> </article> </div> </div> </div> </section> </main>     </div> </div> </div> <footer class="footer page_footer" data-scroll-section> <div class="container"> <div class="row"> <div class="col-md-4"> <div class="region region-footer-first"> <div id="block-blockfooterfirst" class="block block-block-content block-block-contentee59d17d-f11b-4d3e-94df-a1561e830102"> <div class="content"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div id="center"> <img alt="FAIR-IMPACT" src="/themes/fairimpact/logo_white.svg" /> </div></div> </div> </div> </div> </div> <div class="col-md-8"> <div class="region region-footer-second"> <nav role="navigation" aria-labelledby="block-fairimpact-footer-menu" id="block-fairimpact-footer" class="navbar-right"> <h2 class="visually-hidden" id="block-fairimpact-footer-menu">Footer menu</h2> <ul class="clearfix"> <li> <a href="/about">About</a> </li> <li> <a href="/contact" data-drupal-link-system-path="node/34">Contact us</a> </li> <li> <a href="/partners" data-drupal-link-system-path="partners">Partners</a> </li> </ul> </nav> </div> </div> </div> <div class="row second_row"> <div class="col-md-4"> <div class="region region-footer-third"> <div id="block-blocklogisocialinfooter" class="block block-block-content block-block-content4a19105d-d0fd-4210-8044-dab9b48139bd"> <div class="content"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div class="social-icon"> <a href="https://twitter.com/fairimpact_eu" target="_blank"><img alt="Twitter" src="/themes/fairimpact/images/twitter.svg" /></a> <a href="https://www.youtube.com/channel/UCz8RtVecIVYTFMJT6d9Ne0w" target="_blank"><img alt="FAIRsFAIR" src="/themes/fairimpact/images/youtube-brands.svg" /></a> <a href="https://zenodo.org/communities/fair-impact/" target="_blank"><img alt="Zenodo" src="/themes/fairimpact/images/zenodo.svg" /> </a> <a href="https://github.com/FAIR-IMPACT" target="_blank"><img alt="FAIRsFAIR" src="/themes/fairimpact/images/github_logo.svg" /></a> <a href="https://www.linkedin.com/company/fair-impact-eu-project/" target="_blank"><img alt="Linkedin" src="/themes/fairimpact/images/linkedin.svg" /></a> <a href="https://www.fairsfair.eu" target="_blank"><img alt="FAIRsFAIR" src="/themes/fairimpact/images/fairsfair.svg" /></a> </div> </div> </div> </div> </div> </div> <div class="col-md-8"> <div class="region region-footer-fourth"> <div id="block-blocksubmenuinfooter" class="block block-block-content block-block-content00a6cf33-d084-4805-81c9-c383fab38543"> <div class="content"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div class="menu-footer text-align-right"><a href="/privacy-policy-full">Terms of Use & Privacy policy</a> <a class="cookie-preferences" data-cc="c-settings" href="#">Manage your cookie preferences</a></div> </div> </div> </div> </div> </div> <div class="col-12 second_row"> <div class="region region-footer-fifth"> <div id="block-foundedbyeuinfooter" class="block block-block-content block-block-contentb12ff8a7-71ab-4b4a-baf2-1e96d49a8535"> <div class="content"> <div class="field field--name-body field--type-text-with-summary field--label-hidden field__item"><div class="bs_grid"> <div class="row" data-row-lg="equal_equal" data-row-md="equal_equal" data-row-none="equal_equal" data-row-sm="equal_equal" data-row-xl="equal_equal" data-row-xxl="equal_equal"> <div class="col-12 col-md-6"> <p><img alt="Funded by the European Union" class="eu_flag" src="/themes/fairimpact/images/euflagWhite.svg"></p> </div> <div class="col-12 col-md-6"> <p class="text-end">漏 2022-23 FAIR-IMPACT - 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