{"id":13585,"date":"2026-02-27T11:15:17","date_gmt":"2026-02-27T09:15:17","guid":{"rendered":"https:\/\/vocabulaires-ouverts.inrae.fr\/?p=13585"},"modified":"2026-02-27T17:58:36","modified_gmt":"2026-02-27T15:58:36","slug":"systemes-et-standards-pour-le-partage-et-lintegration-fair-des-donnees-de-phenotypage-vegetal","status":"publish","type":"post","link":"https:\/\/istblogs.d-marheine.com\/lovinra\/systemes-et-standards-pour-le-partage-et-lintegration-fair-des-donnees-de-phenotypage-vegetal\/","title":{"rendered":"Syst\u00e8mes et standards pour le partage et l\u2019int\u00e9gration FAIR des donn\u00e9es de ph\u00e9notypage v\u00e9g\u00e9tal"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13585\" class=\"elementor elementor-13585\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-35236b01 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"35236b01\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-30998328\" data-id=\"30998328\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2aad2b40 elementor-widget elementor-widget-heading\" data-id=\"2aad2b40\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Syst\u00e8mes et standards pour le partage et l\u2019int\u00e9gration FAIR des donn\u00e9es de ph\u00e9notypage v\u00e9g\u00e9tal <\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-71424a34 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"71424a34\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-507fe5a2\" data-id=\"507fe5a2\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-79d2ea63 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"79d2ea63\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1c15b2b5\" data-id=\"1c15b2b5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-330a0e06 elementor-widget elementor-widget-spacer\" data-id=\"330a0e06\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c14a1f8 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"3c14a1f8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<div class=\"elementor-icon\">\n\t\t\t<i aria-hidden=\"true\" class=\"fas fa-people-arrows\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-16e66a13\" data-id=\"16e66a13\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4b19d1e7 elementor-widget elementor-widget-text-editor\" data-id=\"4b19d1e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em><span style=\"color: #ffffff\">BLABLABLI<\/span><\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-7fe6f14d elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"7fe6f14d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7aa9ee4\" data-id=\"7aa9ee4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-37832f9d elementor-widget elementor-widget-image\" data-id=\"37832f9d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"230\" height=\"67\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/07\/maggot_logo.png\" class=\"attachment-large size-large wp-image-11874\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7fe38a7d elementor-widget elementor-widget-text-editor\" data-id=\"7fe38a7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #33806e\"><span style=\"color: #008c8e\">Auteur<\/span> :<\/span> <a href=\"https:\/\/orcid.org\/0000-0002-6687-7169\">Daniel Jacob\u00a0<\/a><br \/><span style=\"color: #33806e\"><span style=\"color: #008c8e\">Contributeur<\/span> :\u00a0<\/span>\u00a0<a href=\"https:\/\/orcid.org\/0000-0003-2727-0070\">Fran\u00e7ois Ehrenmann ; Anne-Sophie Bage, Sophie Aubin, Sonia Bravo<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-359d69e4\" data-id=\"359d69e4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-54625b elementor-widget elementor-widget-shortcode\" data-id=\"54625b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Sommaire<\/p>\n<span class=\"ez-toc-title-toggle\"><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/systemes-et-standards-pour-le-partage-et-lintegration-fair-des-donnees-de-phenotypage-vegetal\/#Titre_1\" >Titre 1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/systemes-et-standards-pour-le-partage-et-lintegration-fair-des-donnees-de-phenotypage-vegetal\/#Titre_2\" >Titre 2<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/systemes-et-standards-pour-le-partage-et-lintegration-fair-des-donnees-de-phenotypage-vegetal\/#Developpement_dun_connecteur_entre_vocabulaires_controles_et_entrepot_de_donnees\" >D\u00e9veloppement d\u2019un connecteur entre vocabulaires contr\u00f4l\u00e9s et entrep\u00f4t de donn\u00e9es<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/systemes-et-standards-pour-le-partage-et-lintegration-fair-des-donnees-de-phenotypage-vegetal\/#Title_5\" >Title 5<\/a><\/li><\/ul><\/nav><\/div>\n<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-559d9c08 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"559d9c08\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-78c11508\" data-id=\"78c11508\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-64d705cf elementor-widget elementor-widget-heading\" data-id=\"64d705cf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Titre_1\"><\/span>Titre 1<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8a6cbe5 elementor-widget elementor-widget-heading\" data-id=\"8a6cbe5\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Titre_2\"><\/span>Titre 2<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70ee241 elementor-widget elementor-widget-text-editor\" data-id=\"70ee241\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Le travail pr\u00e9sent\u00e9 ici a pour objectif de faciliter l\u2019utilisation des vocabulaires contr\u00f4l\u00e9s depuis\u00a0les entrep\u00f4ts de donn\u00e9es par un public non expert en s\u00e9mantique, mais ayant une expertise dans des domaines scientifique pr\u00e9cis (producteur de donn\u00e9es, d\u00e9posants et r\u00e9utilisateurs).<\/p><ul><li><strong>Am\u00e9liorer la qualit\u00e9 de<\/strong><strong>\u00a0<\/strong><strong>la m\u00e9tadonn\u00e9e<\/strong><strong>\u00a0<\/strong><strong>m<\/strong><strong>ots-cl\u00e9s<\/strong><strong> dans Data INRAE<\/strong> :<ul><li>Faciliter son remplissage pour augmenter le nombre de mots-cl\u00e9s par jeu de donn\u00e9es<\/li><li>Am\u00e9liorer la qualit\u00e9 des mots-cl\u00e9s en favorisant l\u2019utilisation de concepts issus de vocabulaires contr\u00f4l\u00e9s plut\u00f4t que les termes en saisie libre<\/li><\/ul><\/li><li><strong>Am\u00e9liorer la qualit\u00e9 FAIR<\/strong><strong> des jeux de donn\u00e9es de Data INRAE <\/strong><ul><li>Facile \u00e0 trouver : les mots-cl\u00e9s contr\u00f4l\u00e9s am\u00e9liorent <strong>l&rsquo;indexation des jeux de donn\u00e9es<\/strong>\u00a0 avec l\u2019ajout de synonymes et traductions<\/li><li>Interop\u00e9rabilit\u00e9 : les identifiants (URI) des mots-cl\u00e9s permettent d&rsquo;am\u00e9liorer <strong>l&rsquo;interop\u00e9rabilit\u00e9 entre les SI<\/strong> qui utilisent ces vocabulaires contr\u00f4l\u00e9s<\/li><li>R\u00e9utilisabilit\u00e9 : les donn\u00e9es sont mieux d\u00e9crites. Les vocabulaires contr\u00f4l\u00e9s permettent de <strong>d\u00e9sambigu\u00efser<\/strong> le sens que leurs auteurs cherchent \u00e0 transmettre, gr\u00e2ce au contexte fourni par la hi\u00e9rarchie des concepts et leurs d\u00e9finitions.<\/li><\/ul><\/li><li><strong>Am\u00e9liorer l&rsquo;acc\u00e8s aux vocabulaires contr\u00f4l\u00e9s<\/strong>\u00a0pour des utilisateurs non experts et favoriser le retour d&rsquo;exp\u00e9rience, pour am\u00e9liorer la qualit\u00e9 et la pertinence des vocabulaires.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aeb0b8b elementor-widget elementor-widget-heading\" data-id=\"aeb0b8b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Developpement_dun_connecteur_entre_vocabulaires_controles_et_entrepot_de_donnees\"><\/span>D\u00e9veloppement d\u2019un connecteur entre vocabulaires contr\u00f4l\u00e9s et entrep\u00f4t de donn\u00e9es <span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2cbf2aa1 elementor-widget elementor-widget-heading\" data-id=\"2cbf2aa1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Etat des lieux<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-100f1ba7 elementor-widget elementor-widget-text-editor\" data-id=\"100f1ba7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Les \u00e9quipes responsables de Data INRAE (d\u00e9veloppeur et curateur de l&rsquo;entrep\u00f4t) ont observ\u00e9 la faible quantit\u00e9 et qualit\u00e9 des mots-cl\u00e9s d\u00e9crivant les jeux de donn\u00e9es. En effet, cette m\u00e9tadonn\u00e9e n&rsquo;\u00e9tant pas obligatoire et le mode de saisie complexe (4 champs \u00e0 remplir par mot-cl\u00e9), elle \u00e9tait souvent ignor\u00e9e ou mal remplie. <strong>Des comptages ont \u00e9t\u00e9 r\u00e9alis\u00e9s via l&rsquo;API de Recherche Data Gouv<\/strong> qui ont permis de confirmer les observations des \u00e9quipes Data INRAE (cf. fig 3) : moins de 50 % des jeux de donn\u00e9es en 2019, 2020 et 2021 contiennent des mots-cl\u00e9s, on note une progression avec 74 % en 2022 et 63 % en 2023, lorsqu&rsquo;elle est remplie c&rsquo;est majoritairement avec des termes \u00ab\u00a0libres\u00a0\u00bb c\u2019est-\u00e0-dire non r\u00e9f\u00e9renc\u00e9s dans un vocabulaire contr\u00f4l\u00e9 (&lt;10 % par ann\u00e9e des jeux de donn\u00e9es avec un r\u00e9f\u00e9rencement complet (\u2018ref complet\u2019 sur la figure) entre 2018 et 2022, on note une faible progression \u00e0 15 % en 2023).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e415fed elementor-widget elementor-widget-heading\" data-id=\"4e415fed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Solution mise en place<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1f99d7df elementor-widget elementor-widget-text-editor\" data-id=\"1f99d7df\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Un connecteur <strong>\u00a0<\/strong>(autrement appel\u00e9 <em>MAS &#8211; Metadata Annotation System<\/em>)\u00a0entre Data INRAE et AgroPortal a donc \u00e9t\u00e9 con\u00e7u, d\u00e9ploy\u00e9 et param\u00e9tr\u00e9 pour r\u00e9pondre au besoin de simplification du remplissage de la m\u00e9tadonn\u00e9e \u00ab\u00a0mots-cl\u00e9s\u00a0\u00bb. L&rsquo;utilisateur saisit son mot-cl\u00e9 et si ce terme existe dans un vocabulaire connect\u00e9, les informations associ\u00e9es \u00e0 ce terme dans le vocabulaire (identifiant, synonymes et traductions) sont r\u00e9cup\u00e9r\u00e9es via le connecteur et int\u00e9gr\u00e9es dans les m\u00e9tadonn\u00e9es.<\/p><p>L\u2019architecture du connecteur et la liste des vocabulaires branch\u00e9s sont pr\u00e9sent\u00e9s ci-apr\u00e8s :<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25efe558 elementor-widget elementor-widget-image\" data-id=\"25efe558\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/istblogs.d-marheine.com\/wp-content\/uploads\/sites\/45\/2025\/09\/Fig1_20250917.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Fig1_20250917\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6IjEyMjgwIiwidXJsIjoiaHR0cHM6XC9cL2lzdGJsb2dzLmQtbWFyaGVpbmUuY29tXC9sb3ZpbnJhXC93cC1jb250ZW50XC91cGxvYWRzXC9zaXRlc1wvNDVcLzIwMjVcLzA5XC9GaWcxXzIwMjUwOTE3LmpwZyJ9\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"310\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Fig1_20250917-768x310.jpg\" class=\"attachment-medium_large size-medium_large wp-image-12280\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Fig1_20250917-768x310.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Fig1_20250917-300x121.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Fig1_20250917-640x259.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Fig1_20250917.jpg 1005w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figure 1: Architecture du connecteur et liste des vocabulaires branch\u00e9s<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-34e0d318 elementor-widget elementor-widget-text-editor\" data-id=\"34e0d318\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Pour valider l\u2019approche et affiner les param\u00e9trages, des tests utilisateurs ont \u00e9t\u00e9 r\u00e9alis\u00e9s, pour une premi\u00e8re version de la fonctionnalit\u00e9, sur un panel de testeurs ayant des profils vari\u00e9s\u00a0: curateur Data INRAE, administrateur de collection, R\u00e9f\u00e9rent Donn\u00e9es, d\u00e9posants de Data INRAE. Ces tests visaient \u00e0 identifier la fa\u00e7on dont les utilisateurs de Data INRAE interagissent avec le formulaire de saisie de m\u00e9tadonn\u00e9es et le module de recherche de jeux de donn\u00e9es. Des entretiens individuels ont eu lieu en visioconf\u00e9rence dans un format semi-dirig\u00e9, c\u2019est-\u00e0-dire que des \u00ab\u00a0missions\u00a0\u00bb \u00e9taient confi\u00e9es au testeur, qu&rsquo;il devait compl\u00e9ter librement (cf. Tableau 1).<\/p><p>Une premi\u00e8re version de ce connecteur a \u00e9t\u00e9 mise en production le 2 octobre 2024, dans la partie Data INRAE de l&rsquo;entrep\u00f4t Recherche Data Gouv.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54c3e5d7 elementor-widget elementor-widget-heading\" data-id=\"54c3e5d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Une nouvelle interface utilisateur<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7827b1a1 elementor-widget elementor-widget-text-editor\" data-id=\"7827b1a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Sur le portail Data INRAE, le connecteur prend d\u00e9sormais la forme d&rsquo;un champ de saisie unique quand l&rsquo;ancienne interface en contenait quatre. L&rsquo;utilisateur s\u00e9lectionne un mot-cl\u00e9 appartenant \u00e0 un vocabulaire ou, s&rsquo;il n&rsquo;en trouve pas, peut utiliser la saisie libre. Un bouton \u00ab\u00a0d\u00e9velopper tous les champs\u00a0\u00bb permet \u00e0 des utilisateurs plus experts de saisir des termes issus d&rsquo;autres vocabulaire que ceux branch\u00e9s au connecteur, en pr\u00e9cisant manuellement leurs URI, le nom du vocabulaire source et son URL.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7728385b elementor-widget elementor-widget-image\" data-id=\"7728385b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/istblogs.d-marheine.com\/wp-content\/uploads\/sites\/45\/2025\/08\/connecteurDataINRAE-AgroPortal-maquette.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"connecteurDataINRAE-AgroPortal-maquette\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6IjExOTk2IiwidXJsIjoiaHR0cHM6XC9cL2lzdGJsb2dzLmQtbWFyaGVpbmUuY29tXC9sb3ZpbnJhXC93cC1jb250ZW50XC91cGxvYWRzXC9zaXRlc1wvNDVcLzIwMjVcLzA4XC9jb25uZWN0ZXVyRGF0YUlOUkFFLUFncm9Qb3J0YWwtbWFxdWV0dGUuanBnIn0%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"409\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/08\/connecteurDataINRAE-AgroPortal-maquette-768x409.jpg\" class=\"attachment-medium_large size-medium_large wp-image-11996\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/08\/connecteurDataINRAE-AgroPortal-maquette-768x409.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/08\/connecteurDataINRAE-AgroPortal-maquette-300x160.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/08\/connecteurDataINRAE-AgroPortal-maquette-1024x546.jpg 1024w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/08\/connecteurDataINRAE-AgroPortal-maquette-640x341.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/08\/connecteurDataINRAE-AgroPortal-maquette.jpg 1229w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figure 2 : maquette du connecteur et de ses param\u00e8tres, juin 2025.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23cfdd9b elementor-widget elementor-widget-text-editor\" data-id=\"23cfdd9b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Nous pr\u00e9sentons ici les r\u00e9sultats obtenus apr\u00e8s une p\u00e9riode de 6 mois de test.\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d4f8e67 elementor-widget elementor-widget-heading\" data-id=\"d4f8e67\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><span class=\"ez-toc-section\" id=\"Title_5\"><\/span>Title 5<span class=\"ez-toc-section-end\"><\/span><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-28b1da42 elementor-section-boxed elementor-section-height-default elementor-section-height-default wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"28b1da42\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-13208a52\" data-id=\"13208a52\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-717dbc33 elementor-widget elementor-widget-toggle\" data-id=\"717dbc33\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1901\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1901\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">R\u00e9f\u00e9rences cit\u00e9es<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1901\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1901\"><ul><li>FAIR Principles. (s.\u00a0d.). <em>GO FAIR<\/em>. Consult\u00e9 3 juin 2025, \u00e0 l\u2019adresse <a href=\"https:\/\/www.go-fair.org\/fair-principles\/\"><u>https:\/\/www.go-fair.org\/fair-principles\/<\/u><\/a><\/li><li>Aubin, S., Corre, C., Jonquet, C., Cabrera-Bosquet, L., Rosati, I., NESTOLA, E., Ramezani, P., Tykhonov, V., Flohr, P., Scharnhorst, A., Christelle, P., Alviset, G., Szabo, D., Cecconi, B., pichot, christian, Clastre, P., Seinturier, J., &amp; Caminha Jua\u00e7aba Neto, R. (2025). <em>D4.6\u2014Use case driven validation of semantic artefact exploitation within data repositories<\/em>. <a href=\"https:\/\/zenodo.org\/records\/14917164\"><u>https:\/\/zenodo.org\/records\/14917164<\/u><\/a><\/li><li>Kihal, B., Corre, C., Jonquet, C., Szabo, D., Roucou, J., &amp; Aubin, S. (2024). <em>Leveraging AgroPortal ontologies to\u00a0ease metadata completion and data\u00a0discovery in Data INRAE<\/em>. <a href=\"https:\/\/zenodo.org\/records\/14191078\"><u>https:\/\/zenodo.org\/records\/14191078<\/u><\/a><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-703b4276 elementor-tabs-view-horizontal elementor-widget elementor-widget-tabs\" data-id=\"703b4276\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"tabs.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-tabs\">\n\t\t\t<div class=\"elementor-tabs-wrapper\" role=\"tablist\" >\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1881\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-1881\" aria-expanded=\"false\">Citer cette page<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1882\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1882\" aria-expanded=\"false\">Auteurs<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1883\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1883\" aria-expanded=\"false\">Relecteurs<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1884\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1884\" aria-expanded=\"false\">Financeur<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1885\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1885\" aria-expanded=\"false\">Dates<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1886\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"6\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1886\" aria-expanded=\"false\">T\u00e9l\u00e9charger le contenu<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<div class=\"elementor-tabs-content-wrapper\" role=\"tablist\" aria-orientation=\"vertical\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-1881\" aria-expanded=\"false\">Citer cette page<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1881\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1881\" tabindex=\"0\" hidden=\"false\"><p>INRAE (2025), <em>Des vocabulaires contr\u00f4l\u00e9s pour d\u00e9crire et indexer les donn\u00e9es de Data INRAE<\/em>, <a href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/vocabulaires-controles-datainrae\/\">https:\/\/istblogs.d-marheine.com\/lovinra\/vocabulaires-controles-datainrae\/<\/a><\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1882\" aria-expanded=\"false\">Auteurs<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1882\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1882\" tabindex=\"0\" hidden=\"hidden\"><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.<\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1883\" aria-expanded=\"false\">Relecteurs<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1883\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1883\" tabindex=\"0\" hidden=\"hidden\"><p>Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.<\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1884\" aria-expanded=\"false\">Financeur<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1884\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1884\" tabindex=\"0\" hidden=\"hidden\"><table style=\"width: 20%\"><tbody><tr><td><a href=\"https:\/\/anr.fr\/Projet-ANR-18-CE23-0017\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-2864 size-thumbnail\" src=\"https:\/\/istblogs.d-marheine.com\/wp-content\/uploads\/sites\/45\/2022\/04\/label-ANR-bleu-CMJN-150x150.jpg\" alt=\"\" width=\"150\" height=\"150\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/label-ANR-bleu-CMJN-150x150.jpg 150w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/elementor\/thumbs\/label-ANR-bleu-CMJN-pun8bnokpvn6ujh5t9asxun6ljoyq6zb67s1iyspta.jpg 75w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/><\/a><\/td><td><a href=\"https:\/\/d2kab.mystrikingly.com\/\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2021 alignleft\" src=\"https:\/\/istblogs.d-marheine.com\/wp-content\/uploads\/sites\/45\/2019\/03\/D2KAB-logo.png\" alt=\"\" width=\"104\" height=\"104\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2019\/03\/D2KAB-logo.png 200w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2019\/03\/D2KAB-logo-150x150.png 150w\" sizes=\"(max-width: 104px) 100vw, 104px\" \/><\/a><\/td><\/tr><\/tbody><\/table><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"5\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1885\" aria-expanded=\"false\">Dates<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1885\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1885\" tabindex=\"0\" hidden=\"hidden\"><p>Date de cr\u00e9ation : 18 novembre 2022<\/p><p>Mises \u00e0 jour :\u00a0<\/p><\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-tab-title elementor-tab-mobile-title\" aria-selected=\"false\" data-tab=\"6\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1886\" aria-expanded=\"false\">T\u00e9l\u00e9charger le contenu<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1886\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1886\" tabindex=\"0\" hidden=\"hidden\"><p>Contenu de l\u2019onglet<\/p><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-13677af6 elementor-section-height-min-height elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-items-middle wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no\" data-id=\"13677af6\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;shape_divider_bottom&quot;:&quot;waves&quot;}\">\n\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" d=\"M421.9,6.5c22.6-2.5,51.5,0.4,75.5,5.3c23.6,4.9,70.9,23.5,100.5,35.7c75.8,32.2,133.7,44.5,192.6,49.7\n\tc23.6,2.1,48.7,3.5,103.4-2.5c54.7-6,106.2-25.6,106.2-25.6V0H0v30.3c0,0,72,32.6,158.4,30.5c39.2-0.7,92.8-6.7,134-22.4\n\tc21.2-8.1,52.2-18.2,79.7-24.2C399.3,7.9,411.6,7.5,421.9,6.5z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5caa05b9\" data-id=\"5caa05b9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Syst\u00e8mes et standards pour le partage et l\u2019int\u00e9gration FAIR des donn\u00e9es de ph\u00e9notypage v\u00e9g\u00e9tal BLABLABLI Auteur : Daniel Jacob\u00a0Contributeur :\u00a0\u00a0Fran\u00e7ois Ehrenmann ; Anne-Sophie Bage, Sophie Aubin, Sonia Bravo Titre 1 Titre 2 Le travail pr\u00e9sent\u00e9 ici a pour objectif de faciliter l\u2019utilisation des vocabulaires contr\u00f4l\u00e9s depuis\u00a0les entrep\u00f4ts de donn\u00e9es par un public non expert en s\u00e9mantique, mais ayant une expertise dans des domaines scientifique pr\u00e9cis (producteur de donn\u00e9es, d\u00e9posants et r\u00e9utilisateurs). Am\u00e9liorer la qualit\u00e9 de\u00a0la m\u00e9tadonn\u00e9e\u00a0mots-cl\u00e9s dans Data INRAE : Faciliter son remplissage pour augmenter le nombre de mots-cl\u00e9s par jeu de donn\u00e9es Am\u00e9liorer la qualit\u00e9 des mots-cl\u00e9s en favorisant l\u2019utilisation de concepts issus de vocabulaires contr\u00f4l\u00e9s plut\u00f4t que les termes en saisie libre Am\u00e9liorer la qualit\u00e9 FAIR des jeux de donn\u00e9es de Data INRAE Facile \u00e0 trouver : les mots-cl\u00e9s contr\u00f4l\u00e9s am\u00e9liorent l&rsquo;indexation des jeux de donn\u00e9es\u00a0 avec l\u2019ajout de synonymes et traductions Interop\u00e9rabilit\u00e9 : les identifiants (URI) des mots-cl\u00e9s permettent d&rsquo;am\u00e9liorer l&rsquo;interop\u00e9rabilit\u00e9 entre les SI qui utilisent ces vocabulaires contr\u00f4l\u00e9s R\u00e9utilisabilit\u00e9 : les donn\u00e9es sont mieux d\u00e9crites. Les vocabulaires contr\u00f4l\u00e9s permettent de d\u00e9sambigu\u00efser le sens que leurs auteurs cherchent \u00e0 transmettre, gr\u00e2ce au contexte fourni par la hi\u00e9rarchie des concepts et leurs d\u00e9finitions. Am\u00e9liorer l&rsquo;acc\u00e8s aux vocabulaires contr\u00f4l\u00e9s\u00a0pour des utilisateurs non experts et favoriser le retour d&rsquo;exp\u00e9rience, pour am\u00e9liorer la qualit\u00e9 et la pertinence des vocabulaires. D\u00e9veloppement d\u2019un connecteur entre vocabulaires contr\u00f4l\u00e9s et entrep\u00f4t de donn\u00e9es Etat des lieux Les \u00e9quipes responsables de Data INRAE (d\u00e9veloppeur et curateur de l&rsquo;entrep\u00f4t) ont observ\u00e9 la faible quantit\u00e9 et qualit\u00e9 des mots-cl\u00e9s d\u00e9crivant les jeux de donn\u00e9es. En effet, cette m\u00e9tadonn\u00e9e n&rsquo;\u00e9tant pas obligatoire et le mode de saisie complexe (4 champs \u00e0 remplir par mot-cl\u00e9), elle \u00e9tait souvent ignor\u00e9e ou mal remplie. Des comptages ont \u00e9t\u00e9 r\u00e9alis\u00e9s via l&rsquo;API de Recherche Data Gouv qui ont permis de confirmer les observations des \u00e9quipes Data INRAE (cf. fig 3) : moins de 50 % des jeux de donn\u00e9es en 2019, 2020 et 2021 contiennent des mots-cl\u00e9s, on note une progression avec 74 % en 2022 et 63 % en 2023, lorsqu&rsquo;elle est remplie c&rsquo;est majoritairement avec des termes \u00ab\u00a0libres\u00a0\u00bb c\u2019est-\u00e0-dire non r\u00e9f\u00e9renc\u00e9s dans un vocabulaire contr\u00f4l\u00e9 (&lt;10 % par ann\u00e9e des jeux de donn\u00e9es avec un r\u00e9f\u00e9rencement complet (\u2018ref complet\u2019 sur la figure) entre 2018 et 2022, on note une faible progression \u00e0 15 % en 2023). Solution mise en place Un connecteur \u00a0(autrement appel\u00e9 MAS &#8211; Metadata Annotation System)\u00a0entre Data INRAE et AgroPortal a donc \u00e9t\u00e9 con\u00e7u, d\u00e9ploy\u00e9 et param\u00e9tr\u00e9 pour r\u00e9pondre au besoin de simplification du remplissage de la m\u00e9tadonn\u00e9e \u00ab\u00a0mots-cl\u00e9s\u00a0\u00bb. L&rsquo;utilisateur saisit son mot-cl\u00e9 et si ce terme existe dans un vocabulaire connect\u00e9, les informations associ\u00e9es \u00e0 ce terme dans le vocabulaire (identifiant, synonymes et traductions) sont r\u00e9cup\u00e9r\u00e9es via le connecteur et int\u00e9gr\u00e9es dans les m\u00e9tadonn\u00e9es. L\u2019architecture du connecteur et la liste des vocabulaires branch\u00e9s sont pr\u00e9sent\u00e9s ci-apr\u00e8s : Figure 1: Architecture du connecteur et liste des vocabulaires branch\u00e9s Pour valider l\u2019approche et affiner les param\u00e9trages, des tests utilisateurs ont \u00e9t\u00e9 r\u00e9alis\u00e9s, pour une premi\u00e8re version de la fonctionnalit\u00e9, sur un panel de testeurs ayant des profils vari\u00e9s\u00a0: curateur Data INRAE, administrateur de collection, R\u00e9f\u00e9rent Donn\u00e9es, d\u00e9posants de Data INRAE. Ces tests visaient \u00e0 identifier la fa\u00e7on dont les utilisateurs de Data INRAE interagissent avec le formulaire de saisie de m\u00e9tadonn\u00e9es et le module de recherche de jeux de donn\u00e9es. Des entretiens individuels ont eu lieu en visioconf\u00e9rence dans un format semi-dirig\u00e9, c\u2019est-\u00e0-dire que des \u00ab\u00a0missions\u00a0\u00bb \u00e9taient confi\u00e9es au testeur, qu&rsquo;il devait compl\u00e9ter librement (cf. Tableau 1). Une premi\u00e8re version de ce connecteur a \u00e9t\u00e9 mise en production le 2 octobre 2024, dans la partie Data INRAE de l&rsquo;entrep\u00f4t Recherche Data Gouv. Une nouvelle interface utilisateur Sur le portail Data INRAE, le connecteur prend d\u00e9sormais la forme d&rsquo;un champ de saisie unique quand l&rsquo;ancienne interface en contenait quatre. L&rsquo;utilisateur s\u00e9lectionne un mot-cl\u00e9 appartenant \u00e0 un vocabulaire ou, s&rsquo;il n&rsquo;en trouve pas, peut utiliser la saisie libre. Un bouton \u00ab\u00a0d\u00e9velopper tous les champs\u00a0\u00bb permet \u00e0 des utilisateurs plus experts de saisir des termes issus d&rsquo;autres vocabulaire que ceux branch\u00e9s au connecteur, en pr\u00e9cisant manuellement leurs URI, le nom du vocabulaire source et son URL. Figure 2 : maquette du connecteur et de ses param\u00e8tres, juin 2025. Nous pr\u00e9sentons ici les r\u00e9sultats obtenus apr\u00e8s une p\u00e9riode de 6 mois de test.\u00a0 Title 5 R\u00e9f\u00e9rences cit\u00e9es FAIR Principles. (s.\u00a0d.). GO FAIR. Consult\u00e9 3 juin 2025, \u00e0 l\u2019adresse https:\/\/www.go-fair.org\/fair-principles\/ Aubin, S., Corre, C., Jonquet, C., Cabrera-Bosquet, L., Rosati, I., NESTOLA, E., Ramezani, P., Tykhonov, V., Flohr, P., Scharnhorst, A., Christelle, P., Alviset, G., Szabo, D., Cecconi, B., pichot, christian, Clastre, P., Seinturier, J., &amp; Caminha Jua\u00e7aba Neto, R. (2025). D4.6\u2014Use case driven validation of semantic artefact exploitation within data repositories. https:\/\/zenodo.org\/records\/14917164 Kihal, B., Corre, C., Jonquet, C., Szabo, D., Roucou, J., &amp; Aubin, S. (2024). Leveraging AgroPortal ontologies to\u00a0ease metadata completion and data\u00a0discovery in Data INRAE. https:\/\/zenodo.org\/records\/14191078 Citer cette page Auteurs Relecteurs Financeur Dates T\u00e9l\u00e9charger le contenu Citer cette page INRAE (2025), Des vocabulaires contr\u00f4l\u00e9s pour d\u00e9crire et indexer les donn\u00e9es de Data INRAE, https:\/\/istblogs.d-marheine.com\/lovinra\/vocabulaires-controles-datainrae\/ Auteurs Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo. Relecteurs Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo. 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