{"id":4238,"date":"2022-10-26T21:13:05","date_gmt":"2022-10-26T20:13:05","guid":{"rendered":"https:\/\/ist.blogs.inrae.fr\/vocabulaires\/?page_id=4238"},"modified":"2024-08-23T15:42:01","modified_gmt":"2024-08-23T14:42:01","slug":"transformer-un-fichier-tabule-en-skos-avec-openrefine","status":"publish","type":"post","link":"https:\/\/istblogs.d-marheine.com\/lovinra\/transformer-un-fichier-tabule-en-skos-avec-openrefine\/","title":{"rendered":"Transformer un fichier tabul\u00e9 en SKOS avec OpenRefine"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"4238\" class=\"elementor elementor-4238\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1f0d61d5 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=\"1f0d61d5\" 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-48f722d\" data-id=\"48f722d\" 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-2c62c862 elementor-widget elementor-widget-heading\" data-id=\"2c62c862\" 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\">Transformer un fichier tabul\u00e9 en SKOS avec OpenRefine<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e1cb468 elementor-widget elementor-widget-text-editor\" data-id=\"6e1cb468\" 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>Cette documentation \u00ab\u00a0pas \u00e0 pas\u00a0\u00bb vous montre comment utiliser\u00a0OpenRefine\u00a0pour transformer un vocabulaire au format tabul\u00e9 en une ressource repr\u00e9sent\u00e9e \u00e0 l\u2019aide du mod\u00e8le standard SKOS. Il permet d\u2019aborder quelques fonctionnalit\u00e9s de base d\u2019OpenRefine, d\u2019exp\u00e9rimenter l\u2019extension RDF et de se familiariser avec le mod\u00e8le SKOS.\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-71290824 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=\"71290824\" 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-66 elementor-top-column elementor-element elementor-element-63357b5c\" data-id=\"63357b5c\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-861e083 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=\"861e083\" 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-102eaf4\" data-id=\"102eaf4\" 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-8c5109d elementor-widget elementor-widget-image\" data-id=\"8c5109d\" 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 decoding=\"async\" width=\"150\" height=\"150\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/openRefine-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-3130\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/openRefine-150x150.jpg 150w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/openRefine.jpg 200w\" sizes=\"(max-width: 150px) 100vw, 150px\" \/>\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\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-c3f37f6\" data-id=\"c3f37f6\" 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-3e6b3c5 elementor-widget elementor-widget-text-editor\" data-id=\"3e6b3c5\" 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>Cette page est un des r\u00e9sultats du\u00a0test comparatif de 3 outils pour transformer un vocabulaire au format tabul\u00e9 vers SKOS\u00a0(projet FooSIN).\u00a0Toutes\u00a0les donn\u00e9es sont publi\u00e9es\u00a0sur l\u2019entrep\u00f4t ouvert recherche.data.gouv.\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<div class=\"elementor-element elementor-element-1a8dd42 elementor-widget elementor-widget-image\" data-id=\"1a8dd42\" 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 fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"137\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/accueilOR-1024x137.jpg\" class=\"attachment-large size-large wp-image-3106\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/accueilOR-1024x137.jpg 1024w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/accueilOR-300x40.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/accueilOR-768x103.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/accueilOR-600x80.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/accueilOR-1536x205.jpg 1536w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/accueilOR-640x85.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/accueilOR-500x67.jpg 500w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/accueilOR.jpg 1918w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-acb9550 elementor-widget elementor-widget-text-editor\" data-id=\"acb9550\" 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=\"font-weight: bolder\">OpenRefine<\/span>\u00a0est un outil open source pour travailler \u00e0 partir de jeux de donn\u00e9es mal ou peu structur\u00e9es pour les nettoyer, les ordonner et aussi les transformer d&rsquo;un format \u00e0 un autre (beaucoup de possibilit\u00e9s). Vous pouvez le t\u00e9l\u00e9charger et l\u2019installer sur votre poste. Il s\u2019agit d\u2019un outil g\u00e9n\u00e9rique, pas sp\u00e9cifique au mod\u00e8le SKOS ni m\u00eame au langage RDF. Pour ce test, nous avons utilis\u00e9 la Version 3.5.2 d&rsquo;OpenRefine. Il vous faudra d&rsquo;ailleurs installer l\u2019extension\u00a0<a style=\"background-color: #ffffff\" href=\"https:\/\/github.com\/stkenny\/grefine-rdf-extension\">RDF extension<\/a>\u00a0suivant les instructions disponibles\u00a0<a style=\"background-color: #ffffff\" href=\"https:\/\/docs.openrefine.org\/manual\/installing#installing-extensions\">ici<\/a>.\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-f305be7 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"f305be7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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\">Pr\u00e9sentation du jeu de test<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7312426 elementor-widget elementor-widget-text-editor\" data-id=\"7312426\" 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 fichier source est un fichier tabul\u00e9 au format .xlsx. D&rsquo;autres formats tabul\u00e9s .xls, .csv ou .ods sont possibles. Aucune structure particuli\u00e8re n\u2019est attendue par OpenRefine, c\u2019est vous qui allez d\u00e9clarer les correspondances entre vos colonnes et les propri\u00e9t\u00e9s du mod\u00e8le SKOS. Nous vous conseillons de garder une structure simple avec une colonne par propri\u00e9t\u00e9 (URI, label, etc.) et une ligne par concept. Il est possible de traiter des cellules multivalu\u00e9es \u00e0 condition qu\u2019il y ait un s\u00e9parateur fixe entre les diff\u00e9rentes valeurs. Bien nommer vos colonnes rendra la d\u00e9finition des correspondances vers SKOS plus facile. La ligne 1 dans la Figure ci-dessous est donc une ligne facultative mais recommand\u00e9e.\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-d4a4b24 elementor-widget elementor-widget-image\" data-id=\"d4a4b24\" 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 decoding=\"async\" width=\"1024\" height=\"283\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/extrait_donnees_test-1024x283.jpg\" class=\"attachment-large size-large wp-image-2898\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/extrait_donnees_test-1024x283.jpg 1024w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/extrait_donnees_test-300x83.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/extrait_donnees_test-768x212.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/extrait_donnees_test-600x166.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/extrait_donnees_test-640x177.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/extrait_donnees_test-500x138.jpg 500w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/extrait_donnees_test.jpg 1163w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-4d746e8 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"4d746e8\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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\">Chargez le fichier<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d226816 elementor-widget elementor-widget-text-editor\" data-id=\"d226816\" 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 chargement du fichier se fait depuis l&rsquo;onglet \u00ab\u00a0Create Project\u00a0\u00bb (encadr\u00e9 jaune dans la figure ci-dessous). Dans la plupart des cas, OpenRefine d\u00e9tecte automatiquement le format du fichier en entr\u00e9e (encadr\u00e9 rouge). Il vous pr\u00e9sente ensuite une pr\u00e9visualisation du jeu de donn\u00e9es (encadr\u00e9 vert). Vous pouvez v\u00e9rifier que le chargement a \u00e9t\u00e9 fait correctement, ajuster les options si besoin, notamment pour l&rsquo;encodage du fichier. Cliquez sur \u00ab\u00a0Create Project\u00a0\u00bb\u00a0<span>en haut \u00e0 droite<\/span>\u00a0pour cr\u00e9er votre projet.\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-8efff4f elementor-widget elementor-widget-image\" data-id=\"8efff4f\" 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=\"1024\" height=\"454\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/chargement_openrefine-1024x454.jpg\" class=\"attachment-large size-large wp-image-3107\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/chargement_openrefine-1024x454.jpg 1024w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/chargement_openrefine-300x133.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/chargement_openrefine-768x341.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/chargement_openrefine-600x266.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/chargement_openrefine-640x284.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/chargement_openrefine-500x222.jpg 500w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/chargement_openrefine.jpg 1204w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-3808acf elementor-widget elementor-widget-text-editor\" data-id=\"3808acf\" 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>Dans un premier temps, l\u2019interface vous permet de v\u00e9rifier, corriger et filtrer vos donn\u00e9es si vous en avez besoin. OpenRefine offre de nombreuses fonctionnalit\u00e9s, voir la documentation en ligne. Une fois la visualisation de votre jeu de donn\u00e9es conforme \u00e0 vos attentes, vous allez d\u00e9finir la correspondance entre vos colonnes et les \u00e9l\u00e9ments du mod\u00e8le SKOS.<\/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-c73371d elementor-widget elementor-widget-image\" data-id=\"c73371d\" 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=\"1024\" height=\"308\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/interface_principale_open_refine-1024x308.jpg\" class=\"attachment-large size-large wp-image-3108\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/interface_principale_open_refine-1024x308.jpg 1024w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/interface_principale_open_refine-300x90.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/interface_principale_open_refine-768x231.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/interface_principale_open_refine-600x181.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/interface_principale_open_refine-640x193.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/interface_principale_open_refine-500x151.jpg 500w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/interface_principale_open_refine.jpg 1212w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-f6b5ffb animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"f6b5ffb\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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\">Acc\u00e9dez au module de correspondances<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12f02f3 elementor-widget elementor-widget-text-editor\" data-id=\"12f02f3\" 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>Cliquez sur le bouton \u00ab RDF \u00bb (cadre rouge ci-dessus) et choisissez \u00ab<i>\u00a0Edit RDF skeleton\u00a0<\/i>\u00bb qui ouvre la fen\u00eatre appel\u00e9e\u00a0<i>RDF Schema alignment<\/i>.\u00a0A l\u2019aide de cette interface, vous allez d\u00e9clarer les r\u00e8gles de construction des triplets RDF qui constitueront votre ressource en SKOS. Pendant tout le travail, pensez \u00e0 sauvegarder r\u00e9guli\u00e8rement votre \u201cskeleton\u201d (bouton Save en bas \u00e0 droite). Pensez \u00e0 utiliser la fonctionnalit\u00e9 \u201cPreview\u201d disponible \u00e0 diff\u00e9rents endroits pour contr\u00f4ler le r\u00e9sultat de vos actions.<\/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-1aed738 elementor-widget elementor-widget-image\" data-id=\"1aed738\" 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=\"896\" height=\"609\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/alignment_fenetre-1.jpg\" class=\"attachment-large size-large wp-image-3149\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/alignment_fenetre-1.jpg 896w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/alignment_fenetre-1-300x204.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/alignment_fenetre-1-768x522.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/alignment_fenetre-1-600x408.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/alignment_fenetre-1-640x435.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/alignment_fenetre-1-441x300.jpg 441w\" sizes=\"(max-width: 896px) 100vw, 896px\" \/>\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-d037da2 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"d037da2\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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\">D\u00e9clarez l\u2019URI de base et les pr\u00e9fixes<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0a7e5a0 elementor-widget elementor-widget-text-editor\" data-id=\"0a7e5a0\" 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 premi\u00e8re chose \u00e0 faire est de renseigner l\u2019URI de base de votre ressource (encadr\u00e9 rouge de la figure ci-dessus), dans notre exemple\u00a0<em>http:\/\/opendata.inrae.fr\/Thesaurus\/<\/em>. L\u2019URI de base peut se terminer par \/ ou bien #. Elle servira \u00e0 construire les URI pour votre vocabulaire.<\/p><p>Ensuite, vous devez d\u00e9clarer les sch\u00e9mas RDF que vous souhaitez utiliser (encadr\u00e9 vert), ainsi qu\u2019un pr\u00e9fixe pour chacun. Les sch\u00e9mas les plus courants sont pr\u00e9sents par d\u00e9faut. Pour ajouter un nouveau pr\u00e9fixe, cliquez sur\u00a0<em>+Add\u00a0<\/em>(encadr\u00e9 vert ci-dessus). Pour notre cas, nous avons besoin en plus de d\u00e9clarer SKOS avec les valeurs suivantes :\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-d693689 elementor-widget elementor-widget-image\" data-id=\"d693689\" 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=\"394\" height=\"182\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/add_prefix_open_refine.jpg\" class=\"attachment-medium_large size-medium_large wp-image-3111\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/add_prefix_open_refine.jpg 394w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/add_prefix_open_refine-300x139.jpg 300w\" sizes=\"(max-width: 394px) 100vw, 394px\" \/>\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-d8bb018 elementor-widget elementor-widget-text-editor\" data-id=\"d8bb018\" 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>Si vous utilisez des \u00e9l\u00e9ments d\u2019autres sch\u00e9mas, pensez \u00e0 les d\u00e9clarer \u00e9galement. Par exemple, dans notre jeu de donn\u00e9es, on cr\u00e9e le pr\u00e9fixe\u00a0<em>th<\/em>\u00a0associ\u00e9 \u00e0 l\u2019URI\u00a0<i>http:\/\/opendata.inrae.fr\/Thesaurus\/<\/i>\u00a0pour pouvoir cr\u00e9er une propri\u00e9t\u00e9 adhoc (id\u00e9alement, cette propri\u00e9t\u00e9 doit \u00eatre d\u00e9finie dans une ontologie). Si le sch\u00e9ma n\u2019est pas accessible en ligne, s\u00e9lectionnez l\u2019option \u201c<i>Add prefix only<\/i>\u201d dans le menu \u201c<i>Vocabulary import<\/i>\u201d.<\/p><p>Ci-dessous, le r\u00e9sultat du param\u00e9trage pour notre exemple :<\/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-48d33b9 elementor-widget elementor-widget-image\" data-id=\"48d33b9\" 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=\"460\" height=\"97\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/baseURI-prefix-parametre.jpg\" class=\"attachment-medium_large size-medium_large wp-image-3113\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/baseURI-prefix-parametre.jpg 460w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/baseURI-prefix-parametre-300x63.jpg 300w\" sizes=\"(max-width: 460px) 100vw, 460px\" \/>\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-2eb8f3b animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"2eb8f3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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\">D\u00e9clarez les patrons de correspondance <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-363c3ab elementor-widget elementor-widget-text-editor\" data-id=\"363c3ab\" 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>Vient ensuite le moment de cr\u00e9er les correspondances entre la structure de votre fichier en colonnes et les \u00e9l\u00e9ments du mod\u00e8le SKOS. Pour chaque patron de triplet \u00e0 g\u00e9n\u00e9rer, vous allez indiquer o\u00f9 trouver le sujet (1), la propri\u00e9t\u00e9 SKOS \u00e0 utiliser (2) et o\u00f9 trouver l\u2019objet du pr\u00e9dicat (3). Notez que les intitul\u00e9s de vos colonnes n\u2019apparaissent plus dans la partie \u201cobjet\u201d du pr\u00e9dicat comme pr\u00e9c\u00e9demment. Il s\u2019agit de toute \u00e9vidence d\u2019un bug. Vous devrez donc aller les s\u00e9lectionner un \u00e0 un.\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-65117a0 elementor-widget elementor-widget-image\" data-id=\"65117a0\" 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=\"894\" height=\"359\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_vierge.jpg\" class=\"attachment-large size-large wp-image-3150\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_vierge.jpg 894w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_vierge-300x120.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_vierge-768x308.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_vierge-600x241.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_vierge-640x257.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_vierge-500x201.jpg 500w\" sizes=\"(max-width: 894px) 100vw, 894px\" \/>\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-5a09ec6 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"5a09ec6\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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\">D\u00e9clarez le sujet des triplets (concept)<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-cf6ecba 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=\"cf6ecba\" 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-bb048d6\" data-id=\"bb048d6\" 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-bbeaa58 elementor-widget elementor-widget-text-editor\" data-id=\"bbeaa58\" 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>Commen\u00e7ons par d\u00e9finir le sujet du triplet. Il doit \u00eatre un identifiant de concept. Cliquez sur (<em>Row index<\/em>) URI (rep\u00e8re 1 dans la figure ci-dessus) pour ouvrir la fen\u00eatre de param\u00e9trage du sujet (Fen\u00eatre<em> RDF node<\/em> ci-contre). Par d\u00e9faut, l\u2019outil propose que ce soit le num\u00e9ro de ligne mais comme notre fichier contient d\u00e9j\u00e0 des identifiants (colonne A), c\u2019est cette valeur qu\u2019il faut r\u00e9cup\u00e9rer. Dans la bo\u00eete <em>Use content<\/em>\u2026, cochez alors <em>ID<\/em> (intitul\u00e9 de la colonne A) au lieu de (<em>Row index<\/em>).<\/p><p>Dans la bo\u00eete <em>Content used<\/em>\u2026, indiquez qu\u2019il s\u2019agit d\u2019un URI. L\u2019URI sera construit en utilisant la \u201cBase URI\u201d que vous avez d\u00e9finie auparavant : [Base URI + valeur de la colonne ID]. Cliquez sur ok pour retourner \u00e0 la fen\u00eatre <em>RDF Schema alignment<\/em>.<\/p><p>Ensuite, utilisez la fonction qui permet de donner un \u00ab rdf:type \u00bb \u00e0 l\u2019URI en cours de cr\u00e9ation. Pour cela, il faut cliquer sur <em>Add type<\/em> et ajouter le type que l\u2019on veut, dans notre cas, ce sera <em>skos:Concept<\/em>. Vous pouvez voir un premier r\u00e9sultat de transformation de vos donn\u00e9es dans l&rsquo;onglet RDF Preview.<\/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-inner-column elementor-element elementor-element-4319a3c\" data-id=\"4319a3c\" 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-ffa8cb1 elementor-widget elementor-widget-image\" data-id=\"ffa8cb1\" 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=\"517\" height=\"439\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/rdf_node-1.jpg\" class=\"attachment-large size-large wp-image-3116\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/rdf_node-1.jpg 517w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/rdf_node-1-300x255.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/rdf_node-1-353x300.jpg 353w\" sizes=\"(max-width: 517px) 100vw, 517px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-f01c101 elementor-widget elementor-widget-image\" data-id=\"f01c101\" 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=\"836\" height=\"333\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/definitionSubjectOR-1.jpg\" class=\"attachment-large size-large wp-image-3157\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/definitionSubjectOR-1.jpg 836w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/definitionSubjectOR-1-300x119.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/definitionSubjectOR-1-768x306.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/definitionSubjectOR-1-600x239.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/definitionSubjectOR-1-640x255.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/definitionSubjectOR-1-500x199.jpg 500w\" sizes=\"(max-width: 836px) 100vw, 836px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-721dd242\" data-id=\"721dd242\" 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-2379137 elementor-position-inline-start e-transform elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2379137\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scaleX_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;1&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/3-outils-transformer-tabule-skos\/\" target=\"_blank\" class=\"elementor-icon elementor-animation-grow\" tabindex=\"-1\" aria-label=\"3 outils pour transformer un vocabulaire au format SKOS\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-sign-out-alt\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/3-outils-transformer-tabule-skos\/\" target=\"_blank\" >\n\t\t\t\t\t\t\t3 outils pour transformer un vocabulaire au format SKOS\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-2a503d4 elementor-position-inline-start e-transform elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"2a503d4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scaleX_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;1&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/doi.org\/10.57745\/NBWMEZ\" target=\"_blank\" class=\"elementor-icon elementor-animation-grow\" tabindex=\"-1\" aria-label=\"Donn\u00e9es utilis\u00e9es\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-sign-out-alt\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/doi.org\/10.57745\/NBWMEZ\" target=\"_blank\" >\n\t\t\t\t\t\t\tDonn\u00e9es utilis\u00e9es\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-3ba6ed9c elementor-widget elementor-widget-spacer\" data-id=\"3ba6ed9c\" 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-fd0c857 elementor-position-inline-start e-transform elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"fd0c857\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scaleX_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;1&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/entrepot.recherche.data.gouv.fr\/file.xhtml?persistentId=doi:10.57745\/NBWMEZ\/TVKK5E&#038;version=2.0\" target=\"_blank\" class=\"elementor-icon elementor-animation-grow\" tabindex=\"-1\" aria-label=\"Jeu de donn\u00e9es d&#039;entr\u00e9e\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-sign-out-alt\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/entrepot.recherche.data.gouv.fr\/file.xhtml?persistentId=doi:10.57745\/NBWMEZ\/TVKK5E&#038;version=2.0\" target=\"_blank\" >\n\t\t\t\t\t\t\tJeu de donn\u00e9es d'entr\u00e9e\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-3c80b178 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=\"3c80b178\" 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-ff78a2b\" data-id=\"ff78a2b\" 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-635c69a animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"635c69a\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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\">D\u00e9clarez les pr\u00e9dicats et les objets<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-90af03a elementor-widget elementor-widget-text-editor\" data-id=\"90af03a\" 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>Maintenant que le sujet est param\u00e9tr\u00e9, il faut d\u00e9clarer l\u2019objet du triplet ainsi que le pr\u00e9dicat.<\/p><p>L<strong>\u2019objet<\/strong> peut \u00eatre une valeur litt\u00e9rale avec ou sans langue, un entier, une date\u2026 pour les propri\u00e9t\u00e9s de type \u201c<em>data property<\/em>\u201d ou l\u2019URI d\u2019une autre ressources RDF pour les propri\u00e9t\u00e9s de type \u201c<em>object property<\/em>\u201d.<\/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-36d9781 elementor-widget elementor-widget-image\" data-id=\"36d9781\" 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=\"899\" height=\"344\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_property.jpg\" class=\"attachment-large size-large wp-image-3159\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_property.jpg 899w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_property-300x115.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_property-768x294.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_property-600x230.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_property-640x245.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/schema_property-500x191.jpg 500w\" sizes=\"(max-width: 899px) 100vw, 899px\" \/>\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-78f12da elementor-widget elementor-widget-text-editor\" data-id=\"78f12da\" 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>Toujours dans la fen\u00eatre\u00a0<i>RDF schema alignment,\u00a0<\/i>cliquez sur<i>\u00a0<span style=\"color: #0000ff\"><em>Add\u00a0<\/em><\/span><span style=\"color: #0000ff\"><em>property?<\/em><\/span><\/i>\u00a0(rep\u00e8re 2). Un nouveau champ,\u00a0<i>Configure?<\/i>, appara\u00eet \u00e0 droite (rep\u00e8re 3). Cliquez dessus pour param\u00e9trer l\u2019objet de votre triplet. La fen\u00eatre de param\u00e9trage (RDF Node) est la m\u00eame que pour le sujet. Dans la bo\u00eete\u00a0<i>Use content<\/i>, s\u00e9lectionnez une colonne de votre fichier. D\u00e9clarons par exemple\u00a0<i>Libell\u00e9 FR<\/i>. Ici, pour indiquer qu\u2019il s\u2019agit d\u2019une valeur litt\u00e9rale en fran\u00e7ais, il faut s\u00e9lectionner Language et indiquer \u201cfr\u201d dans le champ libre.<\/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-d0391bd elementor-widget elementor-widget-image\" data-id=\"d0391bd\" 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=\"471\" height=\"230\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/libelleFR-2.jpg\" class=\"attachment-medium_large size-medium_large wp-image-3166\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/libelleFR-2.jpg 471w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/libelleFR-2-300x146.jpg 300w\" sizes=\"(max-width: 471px) 100vw, 471px\" \/>\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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0bcec4f 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=\"0bcec4f\" 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-587fc9c\" data-id=\"587fc9c\" 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-8785ba3 elementor-widget elementor-widget-text-editor\" data-id=\"8785ba3\" 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>Si vos cellules sont multivalu\u00e9es, voir le paragraphe suivant. Cliquez sur Ok pour revenir \u00e0 la fen\u00eatre<em> RDF Schema alignment<\/em>.<\/p><p>Pour param\u00e9trer <strong>le pr\u00e9dicat<\/strong>, cliquez sur <em>Add property?<\/em>. Saisissez le pr\u00e9fixe skos et choisissez la propri\u00e9t\u00e9 SKOS ad\u00e9quate (<em>skos:prefLabel<\/em> dans notre exemple). Pour la propri\u00e9t\u00e9 adhoc <em>th:utiliserPour<\/em>, indiquez simplement le pr\u00e9fixe th et le nom de propri\u00e9t\u00e9.<\/p><p>R\u00e9p\u00e9tez ces op\u00e9rations pour chaque propri\u00e9t\u00e9 \u00e0 construire \u00e0 partir des colonnes de votre fichier. Vous devez obtenir un ensemble de correspondances comme celui montr\u00e9 ci-dessous.<\/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-inner-column elementor-element elementor-element-cf8238e\" data-id=\"cf8238e\" 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-be9bcf2 elementor-widget elementor-widget-image\" data-id=\"be9bcf2\" 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=\"350\" height=\"319\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/skos_completion.jpg\" class=\"attachment-large size-large wp-image-3168\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/skos_completion.jpg 350w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/skos_completion-300x273.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/skos_completion-329x300.jpg 329w\" sizes=\"(max-width: 350px) 100vw, 350px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-51f0dd8 elementor-widget elementor-widget-image\" data-id=\"51f0dd8\" 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=\"891\" height=\"418\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/skeletton-rempli.jpg\" class=\"attachment-large size-large wp-image-3120\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/skeletton-rempli.jpg 891w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/skeletton-rempli-300x141.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/skeletton-rempli-768x360.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/skeletton-rempli-600x281.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/skeletton-rempli-640x300.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/skeletton-rempli-500x235.jpg 500w\" sizes=\"(max-width: 891px) 100vw, 891px\" \/>\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-09c3c13 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"09c3c13\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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\">Cas particulier des cellules multivalu\u00e9es <\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-951fe7d elementor-widget elementor-widget-text-editor\" data-id=\"951fe7d\" 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>Si votre fichier pr\u00e9sente des cellules multivalu\u00e9es (les\u00a0<i>Synonymes FR<\/i>\u00a0s\u00e9par\u00e9s par une virgule dans notre exemple), utilisez la bo\u00eete\u00a0<i>Use expression<\/i>\u00a0comme dans la figure ci-dessous. Le module contient une fen\u00eatre d\u2019\u00e9dition (A), une pr\u00e9visualisation du r\u00e9sultat (B), un historique (C) et de la documentation des fonctions disponibles (D). En ins\u00e9rant la commande\u00a0<i>value.split(\u00ab\u00a0,\u00a0\u00bb)<\/i>\u00a0OpenRefine cr\u00e9era autant de triplets RDF (ici\u00a0<i>skos:altLabel<\/i>) qu\u2019il y a de valeurs dans chaque cellule de cette colonne.<\/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-7e2f762 elementor-widget elementor-widget-image\" data-id=\"7e2f762\" 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=\"973\" height=\"660\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/multivalue_open_refine-1.jpg\" class=\"attachment-large size-large wp-image-3171\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/multivalue_open_refine-1.jpg 973w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/multivalue_open_refine-1-300x203.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/multivalue_open_refine-1-768x521.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/multivalue_open_refine-1-600x407.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/multivalue_open_refine-1-640x434.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/multivalue_open_refine-1-442x300.jpg 442w\" sizes=\"(max-width: 973px) 100vw, 973px\" \/>\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-9de8745 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"9de8745\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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\">D\u00e9clarez le sch\u00e8me<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-857dec9 elementor-widget elementor-widget-text-editor\" data-id=\"857dec9\" 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 concepts qui seront cr\u00e9\u00e9s doivent \u00eatre attach\u00e9s \u00e0 un objet de type <em>skos:ConceptScheme<\/em>, qui repr\u00e9sente l\u2019ensemble de votre sch\u00e8me. Il faut donc leur ajouter une propri\u00e9t\u00e9 de type <em>skos:inScheme<\/em> avec comme objet l\u2019URI de votre vocabulaire (dans notre exemple <em>http:\/\/opendata.inrae.fr\/Thesaurus\/ThesaurusExemple<\/em> (cadre rouge dans la figure ci-dessous).<\/p><p>D\u00e9clarez ce sch\u00e8me dans une nouvelle ligne du RDF skeleton en utilisant la valeur constante <em>http:\/\/opendata.inrae.fr\/Thesaurus\/ThesaurusExemple<\/em> et en indiquant type (propri\u00e9t\u00e9 <em>rdf:type<\/em>) avec comme valeur <em>skos:ConceptScheme<\/em> (cadre vert) ainsi qu&rsquo;une propri\u00e9t\u00e9 <em>skos:prefLabel<\/em> pour lui donner un nom.<\/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-47f11b1 elementor-widget elementor-widget-image\" data-id=\"47f11b1\" 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=\"884\" height=\"467\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/conceptSchemeDefOR.jpg\" class=\"attachment-large size-large wp-image-3123\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/conceptSchemeDefOR.jpg 884w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/conceptSchemeDefOR-300x158.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/conceptSchemeDefOR-768x406.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/conceptSchemeDefOR-600x317.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/conceptSchemeDefOR-640x338.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/conceptSchemeDefOR-500x264.jpg 500w\" sizes=\"(max-width: 884px) 100vw, 884px\" \/>\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-25312b4 animated-slow elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"25312b4\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeIn&quot;}\" 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\">D\u00e9clarez les Top Concepts<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24361da elementor-widget elementor-widget-text-editor\" data-id=\"24361da\" 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 derni\u00e8re \u00e9tape consiste \u00e0 d\u00e9clarer les concepts de 1er rang. Cette information est utile aux outils qui afficheront le sch\u00e8me. Dans le cas d\u2019une simple liste, tous les concepts doivent \u00eatre d\u00e9clar\u00e9s comme \u201ctop concept\u201d. Dans le cas d\u2019une hi\u00e9rarchie, cela concerne uniquement les concepts qui n\u2019ont pas de parent. Avec OpenRefine, c&rsquo;est possible mais n\u00e9cessite de conna\u00eetre quelques fonctions.<\/p><p>Dans notre exemple, il faut d\u2019abord r\u00e9cup\u00e9rer l\u2019identifiant du concept pour construire le triplet [URI du scheme &#8211;\u00a0<em>skos:hasTopConcept<\/em>\u00a0&#8211; URI de concept]. Pour cela, cr\u00e9er la propri\u00e9t\u00e9\u00a0<i>skos:hasTopConcept<\/i>\u00a0ayant comme sujet le\u00a0<i>ConceptScheme<\/i>. Ensuite, pour ne s\u00e9lectionner que les concepts qui n&rsquo;ont pas de parent, on utilise la colonne\u00a0<i>Hi\u00e9rarchie (parents)\u00a0<\/i>pour laquelle on teste\u00a0l\u2019absence de valeur\u00a0avec la combinaison de fonctions suivante :<\/p><p style=\"text-align: center\"><i>if(isNull(value),\u00a0\u00bbhttp:\/\/opendata.inrae.fr\/Thesaurus\/\u00a0\u00bb+cells.ID.value,null)\u00a0<\/i><\/p><p>et comme indiqu\u00e9 ci-dessous. Attention \u00e0 bien s\u00e9lectionner \u201c<i>Text<\/i>\u201d pour la partie\u00a0<i>Content used<\/i>\u00a0(car on construit l&rsquo;URI manuellement).<\/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-2139d3e elementor-widget elementor-widget-image\" data-id=\"2139d3e\" 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=\"1024\" height=\"389\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/topConcepts_openrefine-2-1024x389.jpg\" class=\"attachment-large size-large wp-image-3175\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/topConcepts_openrefine-2-1024x389.jpg 1024w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/topConcepts_openrefine-2-300x114.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/topConcepts_openrefine-2-768x292.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/topConcepts_openrefine-2-600x228.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/topConcepts_openrefine-2-640x243.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/topConcepts_openrefine-2-500x190.jpg 500w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/topConcepts_openrefine-2.jpg 1267w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-dd4369b elementor-widget elementor-widget-heading\" data-id=\"dd4369b\" 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\">Exportez la ressource en SKOS<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-6ec06c8 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=\"6ec06c8\" 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-f3b64b5\" data-id=\"f3b64b5\" 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-83e3caa elementor-widget elementor-widget-text-editor\" data-id=\"83e3caa\" 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>Vous avez fini de d\u00e9clarer les \u00e9tapes de transformation de votre fichier tabul\u00e9 vers SKOS, f\u00e9licitations. Vous pouvez maintenant exporter votre sch\u00e8me repr\u00e9sent\u00e9 \u00e0 l\u2019aide du mod\u00e8le de donn\u00e9es SKOS en cliquant sur export comme indiqu\u00e9 ci-dessous. Vous avez alors le choix de t\u00e9l\u00e9charger la ressource en RDF\/XML ou Turtle.<\/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-inner-column elementor-element elementor-element-c64d5e5\" data-id=\"c64d5e5\" 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-3c98cd2 elementor-widget elementor-widget-image\" data-id=\"3c98cd2\" 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=\"204\" height=\"300\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/export_openrefine-204x300.jpg\" class=\"attachment-medium size-medium wp-image-3126\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/export_openrefine-204x300.jpg 204w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/export_openrefine.jpg 376w\" sizes=\"(max-width: 204px) 100vw, 204px\" \/>\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\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-741a209c\" data-id=\"741a209c\" 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-1946bae1 elementor-widget elementor-widget-spacer\" data-id=\"1946bae1\" 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-ee8bbc1 elementor-position-inline-start e-transform elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"ee8bbc1\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scaleX_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;1&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/skos-un-standard-pour-une-ressource-semantique-simple-et-fair#rdf\" target=\"_blank\" class=\"elementor-icon elementor-animation-grow\" tabindex=\"-1\" aria-label=\"Introduction \u00e0 RDF\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-sign-out-alt\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/skos-un-standard-pour-une-ressource-semantique-simple-et-fair#rdf\" target=\"_blank\" >\n\t\t\t\t\t\t\tIntroduction \u00e0 RDF\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-33a9c73 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=\"33a9c73\" 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-513f817\" data-id=\"513f817\" 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-c4a5d78 elementor-widget elementor-widget-heading\" data-id=\"c4a5d78\" 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\">Exportez la proc\u00e9dure de correspondance pour la r\u00e9utiliser<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0f312f2 elementor-widget elementor-widget-text-editor\" data-id=\"0f312f2\" 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 est possible de r\u00e9cup\u00e9rer le \u201cskeleton\u201d qui contient toutes les d\u00e9clarations et op\u00e9rations associ\u00e9es (pour les rejouer sur un fichier similaire ou les partager) \u00e0 partir de l\u2019onglet d\u2019historique\u00a0<em>Undo\/Redo<\/em>\u00a0(1) et le bouton\u00a0<i>Extract<\/i>\u00a0(2). S\u00e9lectionnez la derni\u00e8re ligne intitul\u00e9e \u201c<i>Save RDF schema skeleton<\/i>\u201d (3) pour r\u00e9cup\u00e9rer la derni\u00e8re version. Recopiez le contenu de la fen\u00eatre de droite (4) et sauvegardez-le dans un fichier texte.<\/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-d6edbc9 elementor-widget elementor-widget-image\" data-id=\"d6edbc9\" 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=\"1024\" height=\"639\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/export_procedure-1-1024x639.jpg\" class=\"attachment-large size-large wp-image-3178\" alt=\"\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/export_procedure-1-1024x639.jpg 1024w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/export_procedure-1-300x187.jpg 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/export_procedure-1-768x479.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/export_procedure-1-600x375.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/export_procedure-1-640x399.jpg 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/export_procedure-1-481x300.jpg 481w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/07\/export_procedure-1.jpg 1107w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-d2afeda elementor-widget elementor-widget-text-editor\" data-id=\"d2afeda\" 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 reproduire les \u00e9tapes de notre test d\u2019OpenRefine, vous pouvez r\u00e9cup\u00e9rer le\u00a0code du skeleton\u00a0et l\u2019appliquer sur le jeu de donn\u00e9es en l\u2019ins\u00e9rant dans la fen\u00eatre accessible par le bouton \u201c<i>Apply<\/i>\u201d.<\/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-297b7c0 elementor-widget elementor-widget-heading\" data-id=\"297b7c0\" 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\">Cas d'utilisation d'OpenRefine pour transformer des vocabulaires<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-78aa54e elementor-widget elementor-widget-text-editor\" data-id=\"78aa54e\" 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>OpenRefine a \u00e9t\u00e9 utilis\u00e9 lors du travail de transformation des donn\u00e9es issues du dictionnaire de la Viande pour construire le Th\u00e9saurus de la Viande. Ce travail est d\u00e9crit dans un article en fran\u00e7ais et un article en anglais.<\/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-efd8efc\" data-id=\"efd8efc\" 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-4eff987 elementor-widget elementor-widget-spacer\" data-id=\"4eff987\" 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-1676453 elementor-position-inline-start e-transform elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"1676453\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scaleX_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;1&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/entrepot.recherche.data.gouv.fr\/file.xhtml?persistentId=doi:10.57745\/NBWMEZ\/UCXDLM&#038;version=4.0\" target=\"_blank\" class=\"elementor-icon elementor-animation-grow\" tabindex=\"-1\" aria-label=\"Code du skeleton\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-sign-out-alt\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/entrepot.recherche.data.gouv.fr\/file.xhtml?persistentId=doi:10.57745\/NBWMEZ\/UCXDLM&#038;version=4.0\" target=\"_blank\" >\n\t\t\t\t\t\t\tCode du skeleton\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-01fbd9d elementor-widget elementor-widget-spacer\" data-id=\"01fbd9d\" 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-d44cb73 elementor-position-inline-start e-transform elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"d44cb73\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_transform_scaleX_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;1&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleX_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;_transform_scaleY_effect_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<a href=\"https:\/\/foosin.fr\/2022\/05\/31\/le-thesaurus-de-la-viande-une-ressource-semantique-fair-pour-la-filiere\/\" target=\"_blank\" class=\"elementor-icon elementor-animation-grow\" tabindex=\"-1\" aria-label=\"Cas du Th\u00e9saurus de la Viande\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-sign-out-alt\"><\/i>\t\t\t\t<\/a>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<a href=\"https:\/\/foosin.fr\/2022\/05\/31\/le-thesaurus-de-la-viande-une-ressource-semantique-fair-pour-la-filiere\/\" target=\"_blank\" >\n\t\t\t\t\t\t\tCas du Th\u00e9saurus de la Viande\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\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-68e7204 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=\"68e7204\" 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-6a23e204\" data-id=\"6a23e204\" 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-a4e32b8 elementor-widget elementor-widget-toggle\" data-id=\"a4e32b8\" 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-1721\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1721\" 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\">Pour aller plus loin<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1721\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1721\"><ul><li>T\u00e9l\u00e9charger OpenRefine et ses extensions :\u00a0<a href=\"https:\/\/openrefine.org\/download.html\" target=\"_blank\" rel=\"noopener\">https:\/\/openrefine.org\/download.html<\/a><\/li><li>Documentation Utilisateurs d\u2019OpenRefine :\u00a0<a href=\"https:\/\/docs.openrefine.org\/\" target=\"_blank\" rel=\"noopener\">https:\/\/docs.openrefine.org\/<\/a><\/li><li>Introduction \u00e0 SKOS : <a href=\"https:\/\/istblogs.d-marheine.com\/lovinra\/skos-un-standard-pour-une-ressource-semantique-simple-et-fair\/\" target=\"_blank\" rel=\"noopener\">https:\/\/istblogs.d-marheine.com\/lovinra\/skos-un-standard-pour-une-ressource-semantique-simple-et-fair\/<\/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-aa87286 elementor-tabs-view-horizontal elementor-widget elementor-widget-tabs\" data-id=\"aa87286\" 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-1781\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-1781\" aria-expanded=\"false\">Auteurs<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1782\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1782\" aria-expanded=\"false\">Relecteurs<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1783\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1783\" aria-expanded=\"false\">Financeur<\/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-1781\" aria-expanded=\"false\">Auteurs<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1781\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1781\" tabindex=\"0\" hidden=\"false\"><p>J\u00e9r\u00e9my Yon, Sophie Aubin<\/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-1782\" aria-expanded=\"false\">Relecteurs<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1782\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1782\" tabindex=\"0\" hidden=\"hidden\"><p>Catherine Roussey<\/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-1783\" aria-expanded=\"false\">Financeur<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1783\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1783\" tabindex=\"0\" hidden=\"hidden\"><p><a href=\"https:\/\/istblogs.d-marheine.com\/wp-content\/uploads\/sites\/45\/2022\/04\/label-ANR-bleu-CMJN.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2864 alignleft\" src=\"https:\/\/istblogs.d-marheine.com\/wp-content\/uploads\/sites\/45\/2022\/04\/label-ANR-bleu-CMJN.jpg\" alt=\"\" width=\"84\" height=\"87\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/label-ANR-bleu-CMJN.jpg 1181w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/label-ANR-bleu-CMJN-290x300.jpg 290w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/label-ANR-bleu-CMJN-990x1024.jpg 990w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/label-ANR-bleu-CMJN-768x795.jpg 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/label-ANR-bleu-CMJN-600x621.jpg 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/label-ANR-bleu-CMJN-640x662.jpg 640w\" sizes=\"(max-width: 84px) 100vw, 84px\" \/><\/a><a href=\"https:\/\/istblogs.d-marheine.com\/wp-content\/uploads\/sites\/45\/2022\/04\/LogoFoosIN.png\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-2865 alignnone\" src=\"https:\/\/istblogs.d-marheine.com\/wp-content\/uploads\/sites\/45\/2022\/04\/LogoFoosIN.png\" alt=\"\" width=\"109\" height=\"61\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/LogoFoosIN.png 1280w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/LogoFoosIN-300x169.png 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/LogoFoosIN-1024x576.png 1024w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/LogoFoosIN-768x432.png 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/LogoFoosIN-600x338.png 600w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/LogoFoosIN-640x360.png 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2022\/04\/LogoFoosIN-500x281.png 500w\" sizes=\"(max-width: 109px) 100vw, 109px\" \/><\/a><\/p><p>Cette ressource a \u00e9t\u00e9 d\u00e9velopp\u00e9e dans le cadre du projet ANR FooSIN (<a href=\"https:\/\/anr.fr\/fr\/detail\/call\/appel-flash-science-ouverte-pratiques-de-recherche-et-donnees-ouvertes\/\">ANR-19-DATA-0019-01<\/a><a href=\"https:\/\/istblogs.d-marheine.com\/wp-content\/uploads\/sites\/45\/2022\/04\/LogoFoosIN.png\">)<\/a><\/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-7a67b48 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=\"7a67b48\" 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-42893d3\" data-id=\"42893d3\" 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>Apprenez \u00e0  utiliser l&rsquo;ETL OpenRefine pour transformer un vocabulaire au format tabul\u00e9 en une ressource repr\u00e9sent\u00e9e \u00e0 l\u2019aide du mod\u00e8le standard SKOS. <\/p>\n","protected":false},"author":114,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"default","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":"disabled","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":"default","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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","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":"var(--ast-global-color-5)","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":""}},"footnotes":""},"categories":[265],"tags":[303,133],"class_list":["post-4238","post","type-post","status-publish","format-standard","hentry","category-construire","tag-outils","tag-skos"],"acf":[],"_links":{"self":[{"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/posts\/4238","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=4238"}],"version-history":[{"count":5,"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/posts\/4238\/revisions"}],"predecessor-version":[{"id":10540,"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/posts\/4238\/revisions\/10540"}],"wp:attachment":[{"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/media?parent=4238"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/categories?post=4238"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-json\/wp\/v2\/tags?post=4238"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}