{"id":11704,"date":"2025-10-08T09:41:35","date_gmt":"2025-10-08T07:41:35","guid":{"rendered":"https:\/\/vocabulaires-ouverts.inrae.fr\/?p=11704"},"modified":"2025-10-12T14:31:48","modified_gmt":"2025-10-12T12:31:48","slug":"outil-maggot","status":"publish","type":"post","link":"https:\/\/istblogs.d-marheine.com\/lovinra\/outil-maggot\/","title":{"rendered":"Cr\u00e9ez, g\u00e9rez et partagez vos m\u00e9tadonn\u00e9es avec Maggot"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"11704\" class=\"elementor elementor-11704\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3773752 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=\"3773752\" 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-70da02d4\" data-id=\"70da02d4\" 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<div class=\"elementor-element elementor-element-6353d260 elementor-widget elementor-widget-heading\" data-id=\"6353d260\" 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\">Cr\u00e9ez, g\u00e9rez et partagez vos m\u00e9tadonn\u00e9es avec Maggot<\/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-739d1d6 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=\"739d1d6\" 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-0c50407\" data-id=\"0c50407\" 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-1904b6c 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=\"1904b6c\" 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-6f65b4f\" data-id=\"6f65b4f\" 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-8a4697f elementor-widget elementor-widget-spacer\" data-id=\"8a4697f\" 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-a27f0a8 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"a27f0a8\" 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-99be8d6\" data-id=\"99be8d6\" 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-12fd1e5 elementor-widget elementor-widget-text-editor\" data-id=\"12fd1e5\" 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\">Dans ce retour d&rsquo;exp\u00e9rience, nous mettons en lumi\u00e8re l&rsquo;importance d&rsquo;une bonne gestion des donn\u00e9es et de leurs m\u00e9tadonn\u00e9es dans le domaine scientifique. D\u00e9couvrez comment Maggot simplifie la saisie et le transfert des m\u00e9tadonn\u00e9es vers diff\u00e9rents syst\u00e8mes d&rsquo;information en s&rsquo;appuyant sur les sch\u00e9mas standards et les vocabulaires contr\u00f4l\u00e9s.<\/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-0856dbc 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=\"0856dbc\" 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-7fb9cb4\" data-id=\"7fb9cb4\" 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-15ecd31 elementor-widget elementor-widget-spacer\" data-id=\"15ecd31\" 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-afe245b elementor-widget elementor-widget-image\" data-id=\"afe245b\" 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\t<a href=\"https:\/\/istblogs.d-marheine.com\/wp-content\/uploads\/sites\/45\/2025\/07\/maggot_logo.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"maggot_logo\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6IjExODc0IiwidXJsIjoiaHR0cHM6XC9cL2lzdGJsb2dzLmQtbWFyaGVpbmUuY29tXC9sb3ZpbnJhXC93cC1jb250ZW50XC91cGxvYWRzXC9zaXRlc1wvNDVcLzIwMjVcLzA3XC9tYWdnb3RfbG9nby5wbmcifQ%3D%3D\">\n\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<\/a>\n\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-f2d7404 elementor-widget elementor-widget-text-editor\" data-id=\"f2d7404\" 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\u00a0<\/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-a0515ff\" data-id=\"a0515ff\" 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-5474ba0 elementor-widget elementor-widget-shortcode\" data-id=\"5474ba0\" 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\/outil-maggot\/#Capturer_les_metadonnees_une_tache_ingrate_mais_essentielle\" >Capturer les m\u00e9tadonn\u00e9es, une t\u00e2che ingrate mais essentielle<\/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\/outil-maggot\/#Une_approche_progressive_pour_apporter_semantique_et_interoperabilite\" >Une approche progressive pour apporter s\u00e9mantique et interop\u00e9rabilit\u00e9<\/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\/outil-maggot\/#Sappuyer_sur_les_portails_de_vocabulaires_et_leurs_APIs\" >S&rsquo;appuyer sur les portails de vocabulaires et leurs APIs<\/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\/outil-maggot\/#Retour_dexperience_les_defis_et_les_solutions_pour_une_science_ouverte\" >Retour d&rsquo;exp\u00e9rience : les d\u00e9fis et les solutions pour une science ouverte<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/outil-maggot\/#Perspectives\" >Perspectives<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/outil-maggot\/#Pour_en_savoir_plus_sur_le_projet\" >Pour en savoir plus sur le projet<\/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-fa68fe5 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=\"fa68fe5\" 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-2c84135\" data-id=\"2c84135\" 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-e9b0cad elementor-widget elementor-widget-text-editor\" data-id=\"e9b0cad\" 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>Au sein des collectifs (unit\u00e9s, plateformes, grands projets, etc.) se posent les d\u00e9fis d&rsquo;organisation, de documentation, de stockage et de partage des donn\u00e9es afin d\u2019avoir une visibilit\u00e9 sur ce qu&rsquo;ils produisent : jeux de donn\u00e9es, logiciels, bases de donn\u00e9es, images, sons, vid\u00e9os, analyses, codes, etc. Les m\u00e9tadonn\u00e9es (litt\u00e9ralement, les \u00ab informations sur les donn\u00e9es \u00bb) jouent un r\u00f4le essentiel tout au long du cycle de vie de la donn\u00e9e mais leur capture et leur partage restent encore souvent probl\u00e9matiques.<\/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-6e89c83 elementor-widget elementor-widget-heading\" data-id=\"6e89c83\" 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=\"Capturer_les_metadonnees_une_tache_ingrate_mais_essentielle\"><\/span>Capturer les m\u00e9tadonn\u00e9es, une t\u00e2che ingrate mais essentielle<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-3d8bb1f elementor-widget elementor-widget-text-editor\" data-id=\"3d8bb1f\" 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 partage des donn\u00e9es suscite encore beaucoup de r\u00e9ticences, parfois justifi\u00e9es, mais qui masquent parfois un manque de volont\u00e9. Pour y pallier, il faut cr\u00e9er une culture de partage des m\u00e9tadonn\u00e9es. En effet, <strong>les m\u00e9tadonn\u00e9es d\u00e9crivent des informations pertinentes sur les donn\u00e9es en leur donnant plus de contexte pour les utilisateurs,<\/strong> et sont par ailleurs moins sensibles que les donn\u00e9es. C\u2019est aussi et surtout une des conditions pr\u00e9alables vers une science ouverte.<\/p><p>Il s\u2019agit d\u2019abord de<strong> favoriser une bonne gestion des donn\u00e9es, tout en gardant \u00e0 l\u2019esprit le partage des m\u00e9tadonn\u00e9es<\/strong>. Pour cela, nous proposons l&rsquo;outil Maggot (\u00e0 gauche dans la Figure 1) qui permet de construire des ensembles de m\u00e9tadonn\u00e9es adapt\u00e9es \u00e0 l&rsquo;aide de diff\u00e9rents vocabulaires contr\u00f4l\u00e9s et de les envoyer vers divers entrep\u00f4ts et catalogues de donn\u00e9es comme Recherche Data Gouv, l&rsquo;entrep\u00f4t national bas\u00e9 sur la technologie Dataverse ou Zenodo, l&rsquo;entrep\u00f4t pluridisciplinaire lanc\u00e9 en 2013 pour soutenir la politique d&rsquo;Open Access et d&rsquo;Open Data de la Commission europ\u00e9enne.<\/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-37eb2ef4 elementor-widget elementor-widget-image\" data-id=\"37eb2ef4\" 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\/07\/RetourExperienceVO2025-2-DJ-2025-06-24_figure1.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"RetourExperienceVO2025-2-DJ-2025-06-24_figure1\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6IjExNzA2IiwidXJsIjoiaHR0cHM6XC9cL2lzdGJsb2dzLmQtbWFyaGVpbmUuY29tXC9sb3ZpbnJhXC93cC1jb250ZW50XC91cGxvYWRzXC9zaXRlc1wvNDVcLzIwMjVcLzA3XC9SZXRvdXJFeHBlcmllbmNlVk8yMDI1LTItREotMjAyNS0wNi0yNF9maWd1cmUxLnBuZyJ9\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"824\" height=\"193\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/07\/RetourExperienceVO2025-2-DJ-2025-06-24_figure1.png\" class=\"attachment-full size-full wp-image-11706\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/07\/RetourExperienceVO2025-2-DJ-2025-06-24_figure1.png 824w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/07\/RetourExperienceVO2025-2-DJ-2025-06-24_figure1-300x70.png 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/07\/RetourExperienceVO2025-2-DJ-2025-06-24_figure1-768x180.png 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/07\/RetourExperienceVO2025-2-DJ-2025-06-24_figure1-640x150.png 640w\" sizes=\"(max-width: 824px) 100vw, 824px\" \/>\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 : Un \u00e9cosyst\u00e8me pour produire et partager des m\u00e9tadonn\u00e9es<\/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\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-54621ec4 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=\"54621ec4\" 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-5f8e21a2\" data-id=\"5f8e21a2\" 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-6b96c11e elementor-widget elementor-widget-heading\" data-id=\"6b96c11e\" 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=\"Une_approche_progressive_pour_apporter_semantique_et_interoperabilite\"><\/span>Une approche progressive pour apporter s\u00e9mantique et interop\u00e9rabilit\u00e9<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-760c72e4 elementor-widget elementor-widget-text-editor\" data-id=\"760c72e4\" 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>Une des pr\u00e9occupations principales du travail s\u2019est focalis\u00e9e sur <strong>comment \u00ab capturer \u00bb les m\u00e9tadonn\u00e9es le plus facilement possible en mobilisant le r\u00e9f\u00e9rentiel de vocabulaire des utilisateurs<\/strong>, puis de les structurer pour 1) la transparence et la reproductibilit\u00e9, 2) la r\u00e9utilisation. Concernant ce dernier point, il y a la vis\u00e9e de pouvoir faire un jour des m\u00e9ta-analyses \u00e0 grandes \u00e9chelles.\u00a0<\/p><p>L\u2019organisation des m\u00e9tadonn\u00e9es devant suivre un sch\u00e9ma (c.\u00e0.d. indiquant quelles m\u00e9tadonn\u00e9es sont attendues), celui propos\u00e9 se base sur l\u2019entrep\u00f4t de donn\u00e9es Recherche Data Gouv [1]. C\u2019est ce sch\u00e9ma par d\u00e9faut que nous pr\u00e9conisons d\u2019utiliser. Il est n\u00e9anmoins possible de l\u2019adapter (\u00e9tape 1 dans la Figure 2).<\/p><p>Concernant la s\u00e9mantique pour les valeurs des m\u00e9tadonn\u00e9es, nous pr\u00e9conisons <strong>une approche progressive vers l&rsquo;adoption de vocabulaires contr\u00f4l\u00e9s standardis\u00e9s\u00a0<\/strong>(\u00e9tape 2). Par exemple, un simple dictionnaire m\u00e9tier utilis\u00e9 par la communaut\u00e9 dans le domaine scientifique concern\u00e9 peut parfaitement suffire. Par la suite, la cr\u00e9ation d&rsquo;un th\u00e9saurus peut \u00eatre envisag\u00e9e ou mieux encore, enrichir ceux existants (e.g. Th\u00e9saurus INRAE [3]).\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-2de061a elementor-widget elementor-widget-image\" data-id=\"2de061a\" 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\/10\/overview_steps_maggot.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"overview_steps_maggot\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6IjEyNDc3IiwidXJsIjoiaHR0cHM6XC9cL2lzdGJsb2dzLmQtbWFyaGVpbmUuY29tXC9sb3ZpbnJhXC93cC1jb250ZW50XC91cGxvYWRzXC9zaXRlc1wvNDVcLzIwMjVcLzEwXC9vdmVydmlld19zdGVwc19tYWdnb3QucG5nIn0%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/elementor\/thumbs\/overview_steps_maggot-rjrrfsqy1a29kpmerxytv36m96gnes84cy4k6bobok.png\" title=\"overview_steps_maggot\" alt=\"overview_steps_maggot\" loading=\"lazy\" \/>\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 : Fonctionnement de Maggot<\/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-620730a elementor-widget elementor-widget-text-editor\" data-id=\"620730a\" 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 m\u00e9tadonn\u00e9es ainsi produites servent d&rsquo;abord \u00e0 alimenter un entrep\u00f4t local de donn\u00e9es destin\u00e9 \u00e0 \u00eatre consult\u00e9 par l\u2019ensemble des personnes du collectif. D\u2019o\u00f9 l\u2019importance, \u00e0 la fois du sch\u00e9ma de m\u00e9tadonn\u00e9es et des r\u00e9f\u00e9rentiels terminologiques propres \u00e0 chaque collectif. Mais ces m\u00eames m\u00e9tadonn\u00e9es peuvent aussi venir alimenter d\u2019autres entrep\u00f4ts, \u00e0 savoir Recherche Data Gouv [1] et Zenodo [4]. De m\u00eame, ces m\u00e9tadonn\u00e9es doivent pouvoir \u00eatre moissonn\u00e9es en vue de faire des m\u00e9ta-analyses. Il est donc n\u00e9cessaire de mettre en place des passerelles entre les diff\u00e9rents formats [5].<\/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-4c4860d6 elementor-widget elementor-widget-heading\" data-id=\"4c4860d6\" 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=\"Sappuyer_sur_les_portails_de_vocabulaires_et_leurs_APIs\"><\/span>S&rsquo;appuyer sur les portails de vocabulaires et leurs APIs<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-2b493f10 elementor-widget elementor-widget-text-editor\" data-id=\"2b493f10\" 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>Il existe trois grandes classes de vocabulaires : les th\u00e9saurus, les ontologies, ainsi que les vocabulaires non-hi\u00e9rarchis\u00e9s sous forme de simple liste (e.g. D\u00e9coupage Administratif [6]). Ces vocabulaires \u00e9tant mis \u00e0 disposition sur Internet via des portails d\u00e9di\u00e9s, et compte-tenu des volumes de donn\u00e9es que cela repr\u00e9sente, l\u2019option choisie est de <strong>les r\u00e9cup\u00e9rer \u00e0 la demande \u00e0 l\u2019aide d\u2019un connecteur sur ces portails \u2013 via des API<\/strong> (Application Program Interface [7]).<\/p><p>Parmi les portails support\u00e9s, on peut citer <strong>ceux bas\u00e9s sur OntoPortal [8] \u2013 comme AgroPortal [9] et BioPortal [10], ceux bas\u00e9s sur SKOSMOS [11] (e.g. Thesaurus-INRAE [3] , LOTERRE [12]) ainsi que le portail de l&rsquo;EMBL-EBI (Ontology Lookup Service [13]).<\/strong> Alors qu&rsquo;un portail de type SKOSMOS n&rsquo;est d\u00e9di\u00e9 qu&rsquo;aux th\u00e9saurus, ceux de type OntoPortal peuvent h\u00e9berger tant les th\u00e9saurus que les ontologies. Le support de tous ces portails permet ainsi une grande diversit\u00e9 de choix dans les vocabulaires. Bien \u00e9videmment, quand elles sont existantes, les ontologies du domaine peuvent \u00eatre choisies en s\u00e9lectionnant celles qui sont r\u00e9ellement pertinentes pour le collectif et en dressant un paysage compr\u00e9hensible du contexte dans lequel elles s&rsquo;inscrivent. Une m\u00e9thodologie est propos\u00e9e sur le site du projet [2].\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-e18bfbf elementor-widget elementor-widget-image\" data-id=\"e18bfbf\" 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\/Maggot-vocabulary_fig7b.png\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Maggot-vocabulary_fig7b\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6IjEyMjk2IiwidXJsIjoiaHR0cHM6XC9cL2lzdGJsb2dzLmQtbWFyaGVpbmUuY29tXC9sb3ZpbnJhXC93cC1jb250ZW50XC91cGxvYWRzXC9zaXRlc1wvNDVcLzIwMjVcLzA5XC9NYWdnb3Qtdm9jYWJ1bGFyeV9maWc3Yi5wbmcifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"433\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Maggot-vocabulary_fig7b-768x433.png\" class=\"attachment-medium_large size-medium_large wp-image-12296\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Maggot-vocabulary_fig7b-768x433.png 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Maggot-vocabulary_fig7b-300x169.png 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Maggot-vocabulary_fig7b-1024x577.png 1024w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Maggot-vocabulary_fig7b-1536x865.png 1536w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Maggot-vocabulary_fig7b-640x360.png 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Maggot-vocabulary_fig7b-1320x744.png 1320w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2025\/09\/Maggot-vocabulary_fig7b.png 1873w\" 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 3 : Configuration de l'acc\u00e8s aux vocabulaires de BioPortal, SKOSMOS et OLS et bo\u00eetes de saisie des mots-cl\u00e9s correspondantes<\/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-e9672f5 elementor-widget elementor-widget-text-editor\" data-id=\"e9672f5\" 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>D\u2019autres ressources annexes mais utiles sont aussi mobilis\u00e9es (via leur API), afin de minimiser les saisies et donc les erreurs d\u2019identifications, mais aussi d\u2019\u00e9viter les doublons. On peut citer par exemple le registre des institutions \u00e0 l\u2019\u00e9chelle internationale (Research Organization Registry [14]), ou encore le registre des identifications persistantes pour les personnes (ORCID [15]).<\/p><p>Concernant le moissonnage des m\u00e9tadonn\u00e9es, qui consiste \u00e0 collecter les m\u00e9tadonn\u00e9es via une API en vue de les stocker sur une autre plateforme, le choix s\u2019est port\u00e9 sur le protocole standard OAI-PMH (Open Archives Initiative &#8211; Protocol for Metadata Harvesting [16]) bas\u00e9 sur le sch\u00e9ma de m\u00e9tadonn\u00e9es DublinCore [17]. De m\u00eame, les m\u00e9tadonn\u00e9es peuvent aussi \u00eatre moissonn\u00e9es au format JSON-LD [18] bas\u00e9 sur le sch\u00e9ma de m\u00e9tadonn\u00e9es schema.org [19]. Dans ces deux cas, des passerelles &#8211; metadata crosswalk [5] &#8211; ont \u00e9t\u00e9 mises en place.<\/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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c98b594 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=\"c98b594\" 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-c3379af\" data-id=\"c3379af\" 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-f329451 elementor-widget elementor-widget-heading\" data-id=\"f329451\" 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=\"Retour_dexperience_les_defis_et_les_solutions_pour_une_science_ouverte\"><\/span>Retour d&rsquo;exp\u00e9rience : les d\u00e9fis et les solutions pour une science ouverte<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-2675cea elementor-widget elementor-widget-heading\" data-id=\"2675cea\" 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\">Des m\u00e9tadonn\u00e9es plus FAIR...<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64cbd67 elementor-widget elementor-widget-text-editor\" data-id=\"64cbd67\" 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><strong>L\u2019outil a \u00e9t\u00e9 mis en place pour des plateformes comme la Plate-Forme d&rsquo;Infectiologie Exp\u00e9rimentale \u00a0[20], pour des grands projets (e.g. GPR &#8211; Bordeaux Plant Sciences [21]), ou des unit\u00e9s de recherche (e.g. BFP [22], BIOGECO [23] ou AGAP [24]), pour ne citer que quelques sites pionniers.<\/strong><\/p><p>Sur tous ces sites, <strong>cela a permis d\u2019obtenir des m\u00e9tadonn\u00e9es respectant mieux les principes FAIR<\/strong> [25], sans pour autant que les producteurs de ces m\u00e9tadonn\u00e9es en soient toujours pleinement conscients. Ceci a r\u00e9pondu parfaitement \u00e0 un objectif qui est de r\u00e9partir les pr\u00e9occupations entre les diff\u00e9rents acteurs (gestionnaires de donn\u00e9es, producteurs de donn\u00e9es, curateurs de donn\u00e9es) selon leurs comp\u00e9tences et leurs responsabilit\u00e9s [26].<\/p><p>Un collectif n\u2019implique pas forc\u00e9ment et de loin, un m\u00eame domaine d\u2019\u00e9tude, aussi observe-t-on une grande h\u00e9t\u00e9rog\u00e9n\u00e9it\u00e9 des jeux de donn\u00e9es au sein d\u2019un m\u00eame collectif. Aussi, <strong>un entrep\u00f4t de donn\u00e9es g\u00e9r\u00e9 en local, c.\u00e0.d. en intranet, avec des m\u00e9tadonn\u00e9es mieux structur\u00e9es et r\u00e9f\u00e9renc\u00e9es est d\u00e9j\u00e0 une grande avanc\u00e9e vers la science ouverte<\/strong> mais ne sera pas forcement prometteur en termes de m\u00e9ta-analyses. Pour cela, il faut viser soit des entrep\u00f4ts par domaine, soit une f\u00e9d\u00e9ration d\u2019entrep\u00f4ts permettant de croiser les donn\u00e9es pour un m\u00eame domaine. D\u2019o\u00f9 encore une fois, l\u2019importance de <strong>bien choisir son r\u00e9f\u00e9rentiel de vocabulaire \u00e0 partir de consensus \u00e9tablis au sein des communaut\u00e9s<\/strong> de chaque domaine.<\/p><p>Au moment de publier les donn\u00e9es, les fichiers de donn\u00e9es et les m\u00e9tadonn\u00e9es peuvent \u00eatre vers\u00e9s facilement dans un entrep\u00f4t de donn\u00e9es comme Recherche Data Gouv ou Zenodo, car aucune ressaisie n\u2019est n\u00e9cessaire. Aussi, cela favorise davantage l\u2019ouverture de ces donn\u00e9es en sachant que le d\u00e9p\u00f4t ne demandera que quelques secondes. En cons\u00e9quence, <strong>un entrep\u00f4t comme Recherche Data Gouv pourrait \u00eatre prometteur pour faire des m\u00e9ta-analyses, \u00e0 condition une fois de plus que les m\u00e9tadonn\u00e9es d\u2019un m\u00eame domaine soient coh\u00e9rentes, c.\u00e0.d. utilisent les m\u00eames r\u00e9f\u00e9rentiels de vocabulaire<\/strong>.<\/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-def3c69 elementor-widget elementor-widget-heading\" data-id=\"def3c69\" 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\">...tout en ayant une approche pragmatique <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fc87528 elementor-widget elementor-widget-text-editor\" data-id=\"fc87528\" 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>La gestion des donn\u00e9es est encore tr\u00e8s loin d\u2019\u00eatre une pr\u00e9occupation majeure dans les collectifs, m\u00eame lorsque cela est affich\u00e9 comme un objectif \u00e0 atteindre dans le cadre de politique de donn\u00e9es, souvent incluse dans une d\u00e9marche qualit\u00e9. C\u2019est pourquoi il faut souvent insister sur le fait que \u00ab\u00a0Open Data\u00a0\u00bb ne veut pas dire \u00ab\u00a0Open Bar\u00a0\u00bb. <strong>Les m\u00e9tadonn\u00e9es seules peuvent tr\u00e8s bien suffire, \u00e0 condition toutefois de pr\u00e9ciser \u00e0 quelles conditions les donn\u00e9es sont accessibles.<\/strong> <strong>Il est donc urgent de d\u00e9velopper la culture du partage des m\u00e9tadonn\u00e9es.<\/strong><\/p><p>Par ailleurs, en r\u00e9ponse au temps d\u00e9di\u00e9 \u00e0 cette t\u00e2che, il faut <strong>r\u00e9pondre par des outils qui simplifient au maximum la saisie<\/strong>. Par exemple, il est plus facile de s\u00e9lectionner un terme dans une liste d\u00e9roulante reposant sur un vocabulaire m\u00e9tier que de choisir parmi une multitude d\u2019ontologies. Il n\u2019est donc pas \u00e9tonnant que<strong> la plus grande difficult\u00e9 rencontr\u00e9e par les diff\u00e9rents sites ait \u00e9t\u00e9 sans conteste le choix d\u2019un vocabulaire contr\u00f4l\u00e9 de r\u00e9f\u00e9rence.<\/strong> En effet, il est fr\u00e9quent que l\u2019on ne puisse pas trouver au sein d\u2019un th\u00e9saurus, d\u2019une ontologie, ou m\u00eame d\u2019un ensemble d\u2019ontologies, tous les termes souhait\u00e9s pour d\u00e9crire une m\u00e9tadonn\u00e9e. Notamment, beaucoup de termes m\u00e9tiers sont absents de ces r\u00e9f\u00e9rentiels.<\/p><p><strong>La solution consiste dans ces cas \u00e0 cr\u00e9er un dictionnaire regroupant tous les termes souhait\u00e9s en y mixant ceux provenant d\u2019une ou plusieurs ontologies, ceux provenant de th\u00e9saurus, ainsi que les vocabulaires m\u00e9tiers.<\/strong> Ce qui constitue une sorte de nouveau mini-th\u00e9saurus. Il faut donc un gestionnaire de donn\u00e9es qui, en amont, fasse ce travail de compilation et constitue ainsi un vocabulaire contr\u00f4l\u00e9 de r\u00e9f\u00e9rence, et \u00e9voluant dans le temps, s\u2019inscrivant dans un processus d\u2019am\u00e9lioration continue.<\/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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d92bc5b 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=\"d92bc5b\" 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-3d37b36\" data-id=\"3d37b36\" 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-f4850e2 elementor-widget elementor-widget-heading\" data-id=\"f4850e2\" 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=\"Perspectives\"><\/span>Perspectives<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-ede2c24 elementor-widget elementor-widget-text-editor\" data-id=\"ede2c24\" 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>La \u00ab\u00a0capture\u00a0\u00bb des m\u00e9tadonn\u00e9es \u00e9tant cruciale, elle doit se faire id\u00e9alement de mani\u00e8re unique et \u00e0 l\u2019\u00e9tape du cycle de vie de la donn\u00e9e la plus pertinente concernant chacune d\u2019elles. Par exemple, le nom d\u2019un projet doit \u00eatre enregistr\u00e9 au moment de son d\u00e9p\u00f4t aupr\u00e8s des financeurs. Il en va ainsi tout au long du projet de recherche : la description du projet, des participants, avec des mots-cl\u00e9s g\u00e9n\u00e9raux (ressources type ANR), puis ensuite vient le plan de gestion de donn\u00e9es (PGD [27]) o\u00f9 l\u2019on d\u00e9crit les types de donn\u00e9es, les licences, \u2026 (e.g. DMP Opidor [28]) puis les m\u00e9tadonn\u00e9es propres \u00e0 chaque exp\u00e9rimentation (e.g. Maggot [29]), et enfin les m\u00e9tadonn\u00e9es structurelles de chaque jeu de donn\u00e9es (e.g. ODAM [30]), jusqu\u2019\u00e0 la diffusion finale (e.g. Recherche Data Gouv. [1]).<\/p><p>Chaque saisie peut \u00eatre source d\u2019erreur, de confusion ou de doublon. C\u2019est pourquoi, il faut renforcer la tendance \u00e0 <strong>interconnecter les diff\u00e9rentes ressources en ligne au sein d\u2019un flux d\u2019information suivant une logique d\u2019\u00e9tapes.<\/strong><\/p><p>Ainsi, il est crucial de <strong>permettre la r\u00e9cup\u00e9ration des m\u00e9tadonn\u00e9es tout au long du cycle de vie des donn\u00e9es et de les transmettre avec une valeur ajout\u00e9e \u00e0 chaque phase.<\/strong> Ce principe, appel\u00e9 \u00ab machine actionnable \u00bb, garantit l&rsquo;exploitabilit\u00e9 des donn\u00e9es par les machines [31], en utilisant des sch\u00e9mas de m\u00e9tadonn\u00e9es standardis\u00e9s et des vocabulaires contr\u00f4l\u00e9s et partag\u00e9s.<\/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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f78d52b 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=\"f78d52b\" 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-129c43e\" data-id=\"129c43e\" 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-f298942 elementor-widget elementor-widget-heading\" data-id=\"f298942\" 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=\"Pour_en_savoir_plus_sur_le_projet\"><\/span>Pour en savoir plus sur le projet<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-6f43796 elementor-widget elementor-widget-text-editor\" data-id=\"6f43796\" 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>Documentation et contacts : <a href=\"https:\/\/inrae.github.io\/pgd-mmdt\/\">https:\/\/inrae.github.io\/pgd-mmdt\/\u00a0<\/a><\/p><p>Daniel Jacob, Fran\u00e7ois Ehrenmann, Romain David, Joseph Tran, Cathleen Mirande-Ney, Philippe Chaumeil, <em>An ecosystem for producing and sharing metadata within the web of FAIR Data<\/em>, GigaScience, Volume 14, 2025, giae111, <a href=\"https:\/\/academic.oup.com\/gigascience\/article\/doi\/10.1093\/gigascience\/giae111\/7945442\">DOI:10.1093\/gigascience\/giae111<\/a>\u00a0<\/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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2a022c5c 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=\"2a022c5c\" 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-2aeb43ec\" data-id=\"2aeb43ec\" 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-23c4ad7a elementor-widget elementor-widget-toggle\" data-id=\"23c4ad7a\" 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-6001\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-6001\" 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-6001\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-6001\"><ol>\n<li><u>https:\/\/recherche.data.gouv.fr\/<\/u><\/li>\n<li><u>https:\/\/inrae.github.io\/pgd-mmdt\/chats\/chat3\/<\/u><\/li>\n<li><u>https:\/\/consultation.vocabulaires-ouverts.inrae.fr\/thesaurus-inrae\/fr\/<\/u><\/li>\n<li><u>https:\/\/zenodo.org\/<\/u><\/li>\n<li><u>https:\/\/inrae.github.io\/pgd-mmdt\/chats\/chat4\/<\/u><\/li>\n<li><u>https:\/\/geo.api.gouv.fr\/decoupage-administratif<\/u>&nbsp;<\/li>\n<li><u>https:\/\/fr.wikipedia.org\/wiki\/Interface_de_programmation<\/u><\/li>\n<li><u>https:\/\/ontoportal.org\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/agroportal.lirmm.fr\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/bioportal.bioontology.org\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/skosmos.org\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/loterre.istex.fr\/fr\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/www.ebi.ac.uk\/ols4\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/ror.org\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/orcid.org\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/www.openarchives.org\/pmh\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/dublincore.org\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/json-ld.org\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/schema.org\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/pfie.val-de-loire.hub.inrae.fr\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/sciences-environnement.u-bordeaux.fr\/plateformes-programmes\/GPR-BPS<\/u><\/li>\n<li><u>https:\/\/bfp.bordeaux-aquitaine.hub.inrae.fr\/<\/u><\/li>\n<li><u>https:\/\/biogeco.hub.inrae.fr\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/umr-agap.cirad.fr\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/openscience.pasteur.fr\/2024\/09\/27\/les-principes-fair-findable-accessible-interoperable-reusable\/<\/u>&nbsp;<\/li>\n<li><u>https:\/\/inrae.github.io\/pgd-mmdt\/chats\/chat1\/<\/u><\/li>\n<li><u>https:\/\/coop-ist.cirad.fr\/gerer-des-donnees\/rediger-un-pgd\/1-qu-est-ce-qu-un-pgd<\/u><\/li>\n<li><u>https:\/\/dmp.opidor.fr\/<\/u><\/li>\n<li><u>https:\/\/inrae.github.io\/pgd-mmdt\/<\/u><\/li>\n<li><u>https:\/\/inrae.github.io\/ODAM\/<\/u><\/li>\n<li><u>https:\/\/ds-wizard.org\/machine-actionability<\/u><\/li>\n<\/ol><\/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-9cb79eb elementor-tabs-view-horizontal elementor-widget elementor-widget-tabs\" data-id=\"9cb79eb\" 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-1641\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-1641\" aria-expanded=\"false\">Citer cette page<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1642\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1642\" aria-expanded=\"false\">Auteurs<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1643\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1643\" aria-expanded=\"false\">Relecteurs<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1644\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1644\" aria-expanded=\"false\">Dates<\/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-1641\" aria-expanded=\"false\">Citer cette page<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1641\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1641\" tabindex=\"0\" hidden=\"false\"><p>INRAE (2025), <em>Cr\u00e9ez, g\u00e9rez et partagez vos m\u00e9tadonn\u00e9es avec Maggot<\/em>, Vocabulaires Ouverts@INRAE, <a href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/un-ecosysteme-pour-produire-et-partager-des-metadonnees\">https:\/\/istblogs.d-marheine.com\/lovinra\/un-ecosysteme-pour-produire-et-partager-des-metadonnees<\/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-1642\" aria-expanded=\"false\">Auteurs<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1642\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1642\" tabindex=\"0\" hidden=\"hidden\"><p>Daniel Jacob, Unit\u00e9 BIA.<\/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-1643\" aria-expanded=\"false\">Relecteurs<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1643\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1643\" tabindex=\"0\" hidden=\"hidden\"><p>Sophie Aubin, Magalie Weber<\/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-1644\" aria-expanded=\"false\">Dates<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1644\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1644\" tabindex=\"0\" hidden=\"hidden\"><p>Date de cr\u00e9ation : 19\/09\/2025<\/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-43238cb8 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=\"43238cb8\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;shape_divider_bottom&quot;:&quot;waves&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&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-7a3444d0\" data-id=\"7a3444d0\" 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>Un retour d&rsquo;exp\u00e9rience autour de Maggot, un outil facilitant la gestion des m\u00e9tadonn\u00e9es \u00e0 l&rsquo;aide de vocabulaires contr\u00f4l\u00e9s<\/p>\n","protected":false},"author":114,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[308],"tags":[246,303,271,295,310,270],"class_list":["post-11704","post","type-post","status-publish","format-standard","hentry","category-retour-d-experience","tag-metadonnees","tag-outils","tag-fair","tag-standards","tag-thesaurus","tag-vocabulaires"],"acf":[],"_links":{"self":[{"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/posts\/11704","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/users\/114"}],"replies":[{"embeddable":true,"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/comments?post=11704"}],"version-history":[{"count":5,"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/posts\/11704\/revisions"}],"predecessor-version":[{"id":12586,"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/posts\/11704\/revisions\/12586"}],"wp:attachment":[{"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/media?parent=11704"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/categories?post=11704"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/tags?post=11704"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}