{"id":64,"date":"2024-05-13T15:54:54","date_gmt":"2024-05-13T15:54:54","guid":{"rendered":"http:\/\/wp.well-e.org\/?page_id=64"},"modified":"2025-03-07T13:11:52","modified_gmt":"2025-03-07T18:11:52","slug":"projets-de-recherche","status":"publish","type":"page","link":"https:\/\/wp.well-e.org\/en\/projets-de-recherche\/","title":{"rendered":"Research projects"},"content":{"rendered":"<figure class=\"wp-block-image alignwide size-full has-custom-border is-style-default\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"904\" src=\"https:\/\/wp.well-e.org\/wp-content\/uploads\/2024\/08\/research-projects.jpg\" alt=\"\" class=\"wp-image-1073\" style=\"border-style:none;border-width:0px\" srcset=\"https:\/\/wp.well-e.org\/wp-content\/uploads\/2024\/08\/research-projects.jpg 1920w, https:\/\/wp.well-e.org\/wp-content\/uploads\/2024\/08\/research-projects-300x141.jpg 300w, https:\/\/wp.well-e.org\/wp-content\/uploads\/2024\/08\/research-projects-1024x482.jpg 1024w, https:\/\/wp.well-e.org\/wp-content\/uploads\/2024\/08\/research-projects-768x362.jpg 768w, https:\/\/wp.well-e.org\/wp-content\/uploads\/2024\/08\/research-projects-1536x723.jpg 1536w, https:\/\/wp.well-e.org\/wp-content\/uploads\/2024\/08\/research-projects-18x8.jpg 18w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading underline-red blue\">WELL-E Project Overview:<br>A Digital Living Lab Approach Centered on Animals and End Users<\/h2>\n\n\n\n<div class=\"wp-block-group alignfull is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<div id=\"metaslider-id-1079\" style=\"width: 100%;\" class=\"ml-slider-3-108-0 metaslider metaslider-flex metaslider-1079 ml-slider has-dots-nav ms-theme-default\" role=\"region\" aria-label=\"New Slideshow\" data-height=\"1005\" data-width=\"1264\">\n    <div id=\"metaslider_container_1079\">\n        <div id=\"metaslider_1079\">\n            <ul class='slides'>\n                <li style=\"display: block; width: 100%;\" class=\"slide-1080 ms-image\" aria-roledescription=\"slide\" data-date=\"2024-08-15 18:52:28\" data-filename=\"lotWork1.png\" data-slide-type=\"image\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/wp.well-e.org\/wp-content\/uploads\/2024\/08\/lotWork1.png\" height=\"1005\" width=\"1264\" alt=\"\" class=\"slider-1079 slide-1080 msDefaultImage\" title=\"lotWork1\" \/><\/li>\n                <li style=\"display: none; width: 100%;\" class=\"slide-1081 ms-image\" aria-roledescription=\"slide\" data-date=\"2024-08-15 18:52:28\" data-filename=\"lotWork3.png\" data-slide-type=\"image\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/wp.well-e.org\/wp-content\/uploads\/2024\/08\/lotWork3.png\" height=\"1005\" width=\"1264\" alt=\"\" class=\"slider-1079 slide-1081 msDefaultImage\" title=\"lotWork3\" \/><\/li>\n                <li style=\"display: none; width: 100%;\" class=\"slide-1082 ms-image\" aria-roledescription=\"slide\" data-date=\"2024-08-15 18:52:28\" data-filename=\"lotWork2.png\" data-slide-type=\"image\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/wp.well-e.org\/wp-content\/uploads\/2024\/08\/lotWork2.png\" height=\"1005\" width=\"1264\" alt=\"\" class=\"slider-1079 slide-1082 msDefaultImage\" title=\"lotWork2\" \/><\/li>\n            <\/ul>\n        <\/div>\n        \n    <\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1f26014c wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">Related to our research on animal welfare management and longevity, the project commissioned by Prompt focuses on R&amp;D for remote sensing and data acquisition (in farms); feature design and representation learning; machine learning and privacy; scalable and sustainable data-driven research; as well as decision-making support for the dairy industry.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">The WELL-E digital living lab will be divided into three main projects:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Design of infrastructure and software for integrated data<\/li>\n\n\n\n<li>Machine learning and multi-source knowledge integration for predictive dairy data<\/li>\n\n\n\n<li>Dairy data visualization and platform design<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignfull has-background is-layout-constrained wp-block-group-is-layout-constrained\" style=\"background-color:#cce4f2\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/wp.well-e.org\/wp-content\/uploads\/2024\/08\/gait-hoof-methods.svg\" alt=\"\" class=\"wp-image-1084\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1f26014c wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">Through a collaboration with NSERC Alliance, WELL-E will research the use of remote sensing and AI to enhance our ability to detect changes in welfare and longevity before the onset of visible outcomes and generates predictions in support of on-farm decision-making.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Data sources for the WELL-E digital living lab will include:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Two research farms yielding results that are both reproducible and credible<\/li>\n\n\n\n<li>An expanding network of commercial farms for research requiring longitudinal analyses<\/li>\n\n\n\n<li>Feedback from end users to validate the feasibility of recommendations<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">WELL-E Learning Community and KTT<\/h2>\n\n\n\n<div class=\"wp-block-group alignfull has-background is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-995f960e wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/wp.well-e.org\/wp-content\/uploads\/2024\/09\/ktt-en.png\" alt=\"\" class=\"wp-image-1084\" style=\"width:412px;height:auto\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-1f26014c wp-block-group-is-layout-flex\">\n<p class=\"wp-block-paragraph\">In collaboration with Professor Helen Hambly at the University of Guelph, as well as Professor Steven Roche from ACER consulting, we will be studying the social science (capacity development, extension, and knowledge mobilization) elements of the WELL-E project. We will focus on a multi-stakeholder approach, grounding our work in the interests of producers, producer associations, industrial partners, funding agencies, researchers and their institutions, and other WELL-E members, and work to train individuals, organizations, networks, and systems.<br><br>Research will focus our stakeholders\u2019 learning needs and develop practices to improve animal welfare, longevity and artificial intelligence-based tools to help with on-farm decision making while developing a learning community.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\">The WELL-E learning community and knowledge transfer project will have three main objectives:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Discuss and engage with participants in prioritizing required learning activities;<\/li>\n\n\n\n<li>Assist participants in evaluating their current skills and identify future skills in line with WELL-E\u2019s research agenda;<\/li>\n\n\n\n<li>Identify priority gaps that will inform the development of the learning intervention activities and, in turn, work to develop said activities.<\/li>\n<\/ul>\n\n\n<p><!-- \/wp:post-content --><\/p>\n<p><!-- \/wp:column --><\/p>\n<p><!-- \/wp:columns --><\/p>\n<p><!-- \/wp:group --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>\n<p><!-- wp:paragraph --><\/p>\n<p><!-- \/wp:paragraph --><\/p>","protected":false},"excerpt":{"rendered":"<p>Vue d&rsquo;ensemble du projet WELL-E:Un laboratoire num\u00e9rique vivant avec une approche centr\u00e9e sur les animaux et les utilisateurs finaux En lien avec notre recherche sur le bien-\u00eatre animal et la long\u00e9vit\u00e9, le projet command\u00e9 par Prompt se concentre sur la recherche et le d\u00e9veloppement de la t\u00e9l\u00e9d\u00e9tection et de l\u2019acquisition de donn\u00e9es (dans les fermes), [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1053,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"_crdt_document":"","footnotes":""},"class_list":["post-64","page","type-page","status-publish","has-post-thumbnail","hentry"],"blocksy_meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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