{"id":10207,"date":"2024-06-14T07:53:20","date_gmt":"2024-06-14T06:53:20","guid":{"rendered":"https:\/\/vocabulaires-ouverts.inrae.fr\/?p=10207"},"modified":"2025-12-10T13:21:37","modified_gmt":"2025-12-10T11:21:37","slug":"construction-dune-nouvelle-ontologie-po2-transformon","status":"publish","type":"post","link":"https:\/\/istblogs.d-marheine.com\/lovinra\/construction-dune-nouvelle-ontologie-po2-transformon\/","title":{"rendered":"Construction d\u2019une nouvelle ontologie, PO\u00b2\/TransformON"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"10207\" class=\"elementor elementor-10207\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-63c700c 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=\"63c700c\" 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-a5840e1\" data-id=\"a5840e1\" 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-c238cc0 elementor-widget elementor-widget-heading\" data-id=\"c238cc0\" 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\">Construction d\u2019une nouvelle ontologie, PO\u00b2\/TransformON <\/h1>\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-5e814c7 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=\"5e814c7\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-57ce779\" data-id=\"57ce779\" 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-1067e03 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"1067e03\" 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-90d533a\" data-id=\"90d533a\" 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-2f20555 elementor-widget elementor-widget-text-editor\" data-id=\"2f20555\" 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: #ffffff\"><strong>N<\/strong><b>ous pr\u00e9sentons ici les \u00e9tapes de la construction d&rsquo;une ontologie couvrant le domaine de recherches du d\u00e9partement INRAE Transform.\u00a0<\/b><\/span><\/p><p><span style=\"color: #ffffff\">Cette ontologie est bas\u00e9e sur le mod\u00e8le <b>\u00ab\u00a0Process and Observation Ontology\u00a0\u00bb<\/b> (PO\u00b2) qui permet de d\u00e9crire de fa\u00e7on g\u00e9n\u00e9rique les observations et les \u00e9tapes intervenant dans un proc\u00e9d\u00e9 de transformation.\u00a0<span style=\"font-family: 'Times New Roman';font-size: 12pt\"><br \/><\/span><\/span><\/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-4ab7f97e 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=\"4ab7f97e\" 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-55edcb6e\" data-id=\"55edcb6e\" 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-e7a7251 elementor-widget elementor-widget-heading\" data-id=\"e7a7251\" 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\">Origine du besoin<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-92a121c elementor-widget elementor-widget-text-editor\" data-id=\"92a121c\" 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>Historiquement, plusieurs ontologies de domaine ont \u00e9t\u00e9 d\u00e9velopp\u00e9es au sein du d\u00e9partement Transform, selon deux mod\u00e8les diff\u00e9rents\u00a0:<\/strong> le mod\u00e8le @web et le mod\u00e8le PO\u00b2, Process and Observation Ontology. \u00a0Le mod\u00e8le @web est un mod\u00e8le con\u00e7u pour\u00a0des relations tabulaires (mod\u00e8le n-aire) qui ne permet pas de d\u00e9crire des encha\u00eenements s\u00e9quentiels d\u2019\u00e9tapes au cours d\u2019un proc\u00e9d\u00e9 contrairement au mod\u00e8le PO\u00b2. Par ailleurs, plusieurs ontologies de domaines ont \u00e9t\u00e9 d\u00e9velopp\u00e9es en sp\u00e9cialisant le mod\u00e8le PO\u00b2 sur des p\u00e9rim\u00e8tres diff\u00e9rents. <b>Un effort de r\u00e9-ing\u00e9nierie de ces ontologies s\u2019est donc av\u00e9r\u00e9 n\u00e9cessaire\u00a0afin d\u2019harmoniser le vocabulaire utilis\u00e9 pour l\u2019annotation des jeux de donn\u00e9es. <\/b>C&rsquo;est la m\u00e9thodologie LOT qui a \u00e9t\u00e9 mise en \u0153uvre pour conduire cet exercice.<\/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-33 elementor-top-column elementor-element elementor-element-3f937186\" data-id=\"3f937186\" 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-554b52b1 elementor-widget elementor-widget-spacer\" data-id=\"554b52b1\" 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-413c8d7 elementor-widget elementor-widget-spacer\" data-id=\"413c8d7\" 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-63e8a7b8 elementor-position-inline-start e-transform elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"63e8a7b8\" 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\/construire-un-vocabulaire-lot\/\" class=\"elementor-icon elementor-animation-grow\" tabindex=\"-1\" aria-label=\"M\u00e9thodologie LOT\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-search-plus\"><\/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\/construire-un-vocabulaire-lot\/\" >\n\t\t\t\t\t\t\tM\u00e9thodologie LOT\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-1255bdd7 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=\"1255bdd7\" 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-3ffd1c1e\" data-id=\"3ffd1c1e\" 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-5dae743c elementor-widget elementor-widget-heading\" data-id=\"5dae743c\" 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\">Etapes de la construction\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a5e3183 elementor-widget elementor-widget-heading\" data-id=\"4a5e3183\" 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\">Sp\u00e9cification\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3b27c1c7 elementor-widget elementor-widget-text-editor\" data-id=\"3b27c1c7\" 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<\/strong><b>e p\u00e9rim\u00e8tre et les objectifs de la nouvelle ontologie ont \u00e9t\u00e9 d\u00e9finis : <\/b>le p\u00e9rim\u00e8tre couvre l\u2019ensemble des transformations de la biomasse, depuis les mati\u00e8res premi\u00e8res jusqu&rsquo;aux produits finis, aliments ou bioproduits, en int\u00e9grant le recyclage des co-produits ou r\u00e9sidus et l\u2019analyse de cycle de vie, conform\u00e9ment au p\u00e9rim\u00e8tre de recherche du d\u00e9partement Transform. De nouvelles comp\u00e9tences requises par l&rsquo;ontologie ont \u00e9t\u00e9 identifi\u00e9es et ont conduit \u00e0 la r\u00e9vision du mod\u00e8le PO\u00b2.<\/p><p><b>Par ailleurs, diff\u00e9rents cas d\u2019\u00e9tudes constitu\u00e9s par les jeux de donn\u00e9es contenus dans la base de connaissance ont permis de d\u00e9finir des sous-domaines d\u2019application de l\u2019ontologie TransformON <\/b>: i) \u00e9valuation du cycle de vie des syst\u00e8mes agro-alimentaires et optimisation des proc\u00e9d\u00e9s, ii) r\u00e9duction des pertes alimentaires et valorisation des d\u00e9chets agroalimentaires, iii) fabrication de bioproduits et de composites biosourc\u00e9s avec des fonctionnalit\u00e9s cibl\u00e9es, iv) \u00e9valuation et am\u00e9lioration de la qualit\u00e9 nutritionnelle et sanitaire des aliments en relation avec la perception et les pr\u00e9f\u00e9rences des consommateurs.<\/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-6b90ea90 elementor-widget elementor-widget-image\" data-id=\"6b90ea90\" 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<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"603\" src=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2024\/02\/scopeTransformON-1024x603.png\" class=\"attachment-large size-large wp-image-9788\" alt=\"P\u00e9rim\u00e8tre et objectifs de l&#039;ontologie\" srcset=\"https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2024\/02\/scopeTransformON-1024x603.png 1024w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2024\/02\/scopeTransformON-300x177.png 300w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2024\/02\/scopeTransformON-768x452.png 768w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2024\/02\/scopeTransformON-1536x905.png 1536w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2024\/02\/scopeTransformON-640x377.png 640w, https:\/\/istblogs.d-marheine.com\/lovinra\/wp-content\/uploads\/sites\/45\/2024\/02\/scopeTransformON.png 1823w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Figure 1: Le p\u00e9rim\u00e8tre et les objectifs de l'ontologie de domaine PO\u00b2\/TransformON<\/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-4f5a7ec6 elementor-widget elementor-widget-heading\" data-id=\"4f5a7ec6\" 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\">Impl\u00e9mentation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-252fdfb8 elementor-widget elementor-widget-text-editor\" data-id=\"252fdfb8\" 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\u2019impl\u00e9mentation s\u2019est appuy\u00e9e sur diff\u00e9rents standards\u00a0:<\/strong><\/p><ul><li>Ontologies SOSA\/SSN, TIME, QUDT, BFO<\/li><li>Sch\u00e9mas de donn\u00e9es Schema.org, DCAT<\/li><li>Code unifi\u00e9 pour les unit\u00e9s de mesure UCUM<\/li><li>Mod\u00e8le I-ADOPT pour la description des variables \u00e0 partir des propri\u00e9t\u00e9s observ\u00e9es<\/li><\/ul><p>Les nouvelles comp\u00e9tences requises identifi\u00e9es \u00e0 l&rsquo;\u00e9tape de sp\u00e9cification ont \u00e9t\u00e9 impl\u00e9ment\u00e9es dans le mod\u00e8le :<\/p>\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-220465b1 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=\"220465b1\" 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-32032004\" data-id=\"32032004\" 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-a1fc954 elementor-widget elementor-widget-text-editor\" data-id=\"a1fc954\" 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>C<\/strong><b>omp\u00e9tences requises :<\/b><\/p><ol><li>Mod\u00e9liser un processus global de transformation de la biomasse <\/li><li>Identifier ce qui provient de la production primaire, de la transformation secondaire en \u00e9tant capable de distinguer les produits alimentaires des produits non alimentaires et les d\u00e9chets ou r\u00e9sidus.<\/li><li>Repr\u00e9senter les observations exp\u00e9rimentales tout au long du processus en \u00e9tant capable de distinguer l&rsquo;objet d&rsquo;int\u00e9r\u00eat dans l&rsquo;observation.<\/li><li>Repr\u00e9senter les types d&rsquo;\u00e9quipements d&rsquo;une plateforme analytique ou technologique.<\/li><li>Pouvoir retrouver les r\u00e9plications d&rsquo;un processus par rapport \u00e0 un plan d&rsquo;exp\u00e9rience.<\/li><li>Identifier les m\u00e9tadonn\u00e9es permettant la tra\u00e7abilit\u00e9 des ensembles de donn\u00e9es correspondant \u00e0 un projet.<\/li><\/ol>\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-1824ea99\" data-id=\"1824ea99\" 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-268c3768 elementor-widget elementor-widget-text-editor\" data-id=\"268c3768\" 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>M<\/strong><b>odifications r\u00e9alis\u00e9es en cons\u00e9quence :<\/b><\/p>\n<ol>\n<li>Sp\u00e9cialisation des branches PO2 Component, PO2 Process, PO2 Step<\/li>\n<li>Cr\u00e9ation des branches Food, Feed, Non-Food en int\u00e9grant le r\u00e9f\u00e9rentiel FoodEX2 de l&rsquo;EFSA et en se basant sur le catalogue europ\u00e9en des&nbsp; d\u00e9chets EWC et la nomenclature IUPAC<\/li>\n<li>Cr\u00e9ation de la relation PO2 hasObjectOfInterest<\/li>\n<li>Int\u00e9gration des concepts sosa:Platform et sosa:System<\/li>\n<li>Cr\u00e9ation de la relation PO2 hasReplicate<\/li>\n<li>Ajout de m\u00e9tadonn\u00e9es DCAT au niveau des datasets associ\u00e9s aux projets<\/li>\n<\/ol>\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-5765cdf elementor-widget elementor-widget-text-editor\" data-id=\"5765cdf\" 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>E<\/strong><b>n outre, un \u00e9cosyst\u00e8me logiciel <\/b><b>a \u00e9t\u00e9 d\u00e9velopp\u00e9 pour <\/b><b>l\u2019\u00e9dition du vocabulaire, et l&rsquo;annotation et l&rsquo;interrogation des donn\u00e9es :\u00a0 <\/b>i)\u00a0l\u2019outil PO\u00b2Manager pour l\u2019annotation des donn\u00e9es et l\u2019enrichissement du vocabulaire, ii)\u00a0l\u2019outil SPO\u00b2Q (Simple PO\u00b2Query) pour l\u2019interrogation de la base de donn\u00e9es graphe stockant les triplets de donn\u00e9es RDF.<\/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-1481ab41 elementor-widget elementor-widget-heading\" data-id=\"1481ab41\" 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\">Publication et maintenance<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e52f4e4 elementor-widget elementor-widget-text-editor\" data-id=\"4e52f4e4\" 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 versions de l\u2019ontologie PO\u00b2\/TranformON sont d\u00e9pos\u00e9es <strong>dans l\u2019espace BaGaTel<\/strong> sur <b>Recherche Data Gouv<\/b>\u00a0 o\u00f9 se trouvent \u00e9galement\u00a0tous les jeux de donn\u00e9es du projet. Les jeux de donn\u00e9es et l\u2019ontologie sont diffus\u00e9s sous licence Etalab 2.0.<\/p><p>Par ailleurs, PO\u00b2\/TranformON est\u00a0 diffus\u00e9e sur <b>AgroPortal <\/b>pour lui donner plus de visibilit\u00e9 et b\u00e9n\u00e9ficier des fonctionnalit\u00e9s de d\u00e9couverte et d\u2019exploitation des ontologies du portail.<\/p><p>La maintenance de l\u2019ontologie et la synchronisation entre les versions est assur\u00e9e avec l\u2019\u00e9cosyst\u00e8me logiciel mis en place en lien avec une forge GitLab.<\/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-a586b17 elementor-widget elementor-widget-heading\" data-id=\"a586b17\" 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\">Conclusion<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-812e73d elementor-widget elementor-widget-text-editor\" data-id=\"812e73d\" 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 mise en oeuvre de la m\u00e9thode LOT a permis de cr\u00e9er l\u2019ontologie PO\u00b2\/TransformON \u00e0 partir de ressources s\u00e9mantiques existantes, sur un domaine couvrant l&rsquo;ing\u00e9nierie des aliments, des bioproduits et des biod\u00e9chets ou r\u00e9sidus agroalimentaires. Cette ontologie rend possible la description des jeux de donn\u00e9es avec un vocabulaire standardis\u00e9 et une structure homog\u00e8ne, facilitant ainsi leur r\u00e9utilisabilit\u00e9.&nbsp;<\/p>\n<p>Les donn\u00e9es annot\u00e9es \u00e0 l\u2019aide de l\u2019ontologie peuvent ensuite \u00eatre r\u00e9assembl\u00e9es gr\u00e2ce aux standard du web s\u00e9mantique (RDF et SPARQL) et \u00eatre exploit\u00e9es avec des approches statistiques ou probabilistes. Cette int\u00e9gration permet d&rsquo;\u00e9tablir des relations entre les multiples dimensions qui interviennent dans les proc\u00e9d\u00e9s de transformation pour r\u00e9pondre aux enjeux de sant\u00e9 humaine et environnementale.<\/p>\n<p>Cette d\u00e9marche a \u00e9t\u00e9 r\u00e9compens\u00e9e par le prix \u00ab\u00a0Science ouverte des donn\u00e9es de la recherche\u00a0\u00bb remis par le Minist\u00e8re de l\u2019enseignement sup\u00e9rieur et de la Recherche en novembre 2023&nbsp;et fait l\u2019objet de la publication d\u2019un fait marquant dans le rapport Recherche &amp; Innovation du d\u00e9partement TRANSFORM de 2024.<\/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-5c5b5587 elementor-widget elementor-widget-accordion\" data-id=\"5c5b5587\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-1541\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1541\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><i class=\"fas fa-plus\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><i class=\"fas fa-minus\"><\/i><\/span>\n\t\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-accordion-title\" tabindex=\"0\">Pour aller plus loin<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1541\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1541\"><ul><li>PO2\/TransformON, an ontology for data integration on food, feed, bioproducts and biowaste engineering, npj Science of Food, 2023, <a href=\"https:\/\/doi.org\/10.1038\/s41538-023-00221-2\" target=\"_blank\" rel=\"noopener\">https:\/\/doi.org\/10.1038\/s41538-023-00221-2<\/a><\/li><li>SOSA\/SSN : Semantic Sensor Network Ontology <a href=\"https:\/\/www.w3.org\/TR\/vocab-ssn\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.w3.org\/TR\/vocab-ssn\/ <\/a><\/li><li>TIME: Time ontology in OWL <a href=\"https:\/\/www.w3.org\/TR\/owl-time\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.w3.org\/TR\/owl-time\/<\/a><\/li><li>QUDT: Quantities, Units, Dimensions and Data Types Ontologies <a href=\"https:\/\/www.qudt.org\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.qudt.org\/<\/a><\/li><li>BFO : Basic Formal Ontology <a href=\"https:\/\/basic-formal-ontology.org\/\" target=\"_blank\" rel=\"noopener\">https:\/\/basic-formal-ontology.org\/<\/a><\/li><li>Schema.org : <a href=\"https:\/\/schema.org\/\" target=\"_blank\" rel=\"noopener\">https:\/\/schema.org\/<\/a><\/li><li>DCAT : Data Catalog Vocabulary <a href=\"https:\/\/www.w3.org\/TR\/vocab-dcat-3\/\" target=\"_blank\" rel=\"noopener\">https:\/\/www.w3.org\/TR\/vocab-dcat-3\/<\/a><\/li><li>UCUM : Unified Code for Units of Measure<a href=\"https:\/\/ucum.org\/ucum\" target=\"_blank\" rel=\"noopener\"> https:\/\/ucum.org\/ucum<\/a><\/li><li>Mod\u00e8le I-ADOPT : <a href=\"https:\/\/i-adopt.github.io\/\" target=\"_blank\" rel=\"noopener\">https:\/\/i-adopt.github.io\/<\/a><\/li><li>FOODEx2: deuxi\u00e8me version du syst\u00e8me de l&rsquo;EFSA pour la classification et la description des aliments en vue de l&rsquo;\u00e9valuation de l&rsquo;exposition <a href=\"https:\/\/efsa.onlinelibrary.wiley.com\/doi\/epdf\/10.2903\/sp.efsa.2015.EN-804\" target=\"_blank\" rel=\"noopener\">https:\/\/efsa.onlinelibrary.wiley.com\/doi\/epdf\/10.2903\/sp.efsa.2015.EN-804<\/a><\/li><li>EWC: European Waste Catalog <a href=\"https:\/\/www.eea.europa.eu\/help\/glossary\/eea-glossary\/european-waste-catalogue-1\" target=\"_blank\" rel=\"noopener\">https:\/\/www.eea.europa.eu\/help\/glossary\/eea-glossary\/european-waste-catalogue-1<\/a><\/li><li>IUPAC: International Union of Pure Applied Chemistry <a href=\"https:\/\/iupac.org\/what-we-do\/nomenclature\/\" target=\"_blank\" rel=\"noopener\">https:\/\/iupac.org\/what-we-do\/nomenclature\/<\/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-aef1d2b elementor-tabs-view-horizontal elementor-widget elementor-widget-tabs\" data-id=\"aef1d2b\" 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-1831\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"true\" data-tab=\"1\" role=\"tab\" tabindex=\"0\" aria-controls=\"elementor-tab-content-1831\" aria-expanded=\"false\">Comment citer cette page<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1832\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"2\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1832\" aria-expanded=\"false\">Auteurs<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1833\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1833\" aria-expanded=\"false\">Relecteurs<\/div>\n\t\t\t\t\t\t\t\t\t<div id=\"elementor-tab-title-1834\" class=\"elementor-tab-title elementor-tab-desktop-title\" aria-selected=\"false\" data-tab=\"4\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1834\" 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-1831\" aria-expanded=\"false\">Comment citer cette page<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1831\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1831\" tabindex=\"0\" hidden=\"false\"><p>INRAE (2025), <i>Construction d&rsquo;une nouvelle ontologie, PO\u00b2\/TransformON,<\/i>\u00a0 https:\/\/istblogs.d-marheine.com\/lovinra\/construction-dune-nouvelle-ontologie-po2-transformon\/<\/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-1832\" aria-expanded=\"false\">Auteurs<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1832\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1832\" tabindex=\"0\" hidden=\"hidden\"><p>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=\"3\" role=\"tab\" tabindex=\"-1\" aria-controls=\"elementor-tab-content-1833\" aria-expanded=\"false\">Relecteurs<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1833\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1833\" tabindex=\"0\" hidden=\"hidden\"><p>Sophie Aubin, Sonia Bravo<\/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-1834\" aria-expanded=\"false\">Dates<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-1834\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"tabpanel\" aria-labelledby=\"elementor-tab-title-1834\" tabindex=\"0\" hidden=\"hidden\"><p>Date de cr\u00e9ation : 29\/10\/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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-17bd63b5\" data-id=\"17bd63b5\" 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-61a91e81 elementor-widget elementor-widget-spacer\" data-id=\"61a91e81\" 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-695b124b elementor-widget elementor-widget-spacer\" data-id=\"695b124b\" 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-6728ec94 elementor-widget elementor-widget-spacer\" data-id=\"6728ec94\" 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-57b9e56c elementor-widget elementor-widget-spacer\" data-id=\"57b9e56c\" 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-29ba3f29 elementor-widget elementor-widget-spacer\" data-id=\"29ba3f29\" 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-6371bc8b elementor-widget elementor-widget-spacer\" data-id=\"6371bc8b\" 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-67bac401 elementor-widget elementor-widget-spacer\" data-id=\"67bac401\" 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-612484c2 elementor-widget elementor-widget-spacer\" data-id=\"612484c2\" 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-5a77cb4b elementor-position-inline-start e-transform elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"5a77cb4b\" 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:\/\/quantum.mia-ps.inrae.fr\/PO2\/\" class=\"elementor-icon elementor-animation-grow\" tabindex=\"-1\" aria-label=\"Ecosyst\u00e8me PO\u00b2\">\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:\/\/quantum.mia-ps.inrae.fr\/PO2\/\" >\n\t\t\t\t\t\t\tEcosyst\u00e8me PO\u00b2\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-3da60263 elementor-widget elementor-widget-spacer\" data-id=\"3da60263\" 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-1f03dae8 elementor-position-inline-start e-transform elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"1f03dae8\" 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\/DWX7W6\" target=\"_blank\" class=\"elementor-icon elementor-animation-grow\" tabindex=\"-1\" aria-label=\"D\u00e9p\u00f4t BaGaTel\">\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\/DWX7W6\" target=\"_blank\" >\n\t\t\t\t\t\t\tD\u00e9p\u00f4t BaGaTel\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-7d86d1ab elementor-position-inline-start e-transform elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"7d86d1ab\" 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:\/\/agroportal.lirmm.fr\/ontologies\/TRANSFORMON\" target=\"_blank\" class=\"elementor-icon elementor-animation-grow\" tabindex=\"-1\" aria-label=\"D\u00e9p\u00f4t AgroPortal\">\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:\/\/agroportal.lirmm.fr\/ontologies\/TRANSFORMON\" target=\"_blank\" >\n\t\t\t\t\t\t\tD\u00e9p\u00f4t AgroPortal\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-677386ec elementor-widget elementor-widget-spacer\" data-id=\"677386ec\" 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-12c1b5d3 elementor-position-inline-start e-transform elementor-view-default elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"12c1b5d3\" 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\/prix-science-ouverte-2023\/\" class=\"elementor-icon elementor-animation-grow\" tabindex=\"-1\" aria-label=\"Prix Science Ouverte\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-search-plus\"><\/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\/prix-science-ouverte-2023\/\" >\n\t\t\t\t\t\t\tPrix Science Ouverte\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-7a1d5dd2 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=\"7a1d5dd2\" 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-320e4f80\" data-id=\"320e4f80\" 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> D\u00e9couvrez le travail de conception et de mise en \u0153uvre de PO\u00b2\/TransformON, une ontologie qui couvre le domaine de recherches du d\u00e9partement INRAE TRANSFORM.<\/p>\n","protected":false},"author":117,"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 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