{"id":12548,"date":"2023-08-08T17:13:17","date_gmt":"2023-08-08T15:13:17","guid":{"rendered":"https:\/\/optimix.fr\/?post_type=glossaire&#038;p=12548"},"modified":"2025-03-06T10:33:01","modified_gmt":"2025-03-06T09:33:01","slug":"recurrent-neural-network-rnn","status":"publish","type":"glossaire","link":"https:\/\/preprod.optimix-software.com\/fr\/glossaire\/recurrent-neural-network-rnn\/","title":{"rendered":"Recurrent Neural Network &#8211; RNN"},"content":{"rendered":"\n<p>Un Recurrent Neural Network (RNN) est un type de r\u00e9seau neuronal utilis\u00e9 dans le retail pour traiter des donn\u00e9es s\u00e9quentielles et temporelles. Contrairement aux r\u00e9seaux neuronaux classiques, les RNN sont con\u00e7us pour prendre en compte la d\u00e9pendance contextuelle. Notamment entre les \u00e9tapes pr\u00e9c\u00e9dentes et les \u00e9tapes suivantes d&rsquo;une s\u00e9quence de donn\u00e9es. Dans le contexte du retail, cela peut \u00eatre appliqu\u00e9 \u00e0 des domaines tels que :<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/preprod.optimix-software.com\/fr\/solution-supply-chain\/prevision-des-ventes\/\">la pr\u00e9vision de la demande<\/a>,<\/li>\n\n\n\n<li>la recommandation de produits,<\/li>\n\n\n\n<li>l&rsquo;analyse des tendances d&rsquo;achat,<\/li>\n\n\n\n<li>la d\u00e9tection d&rsquo;anomalies.<\/li>\n<\/ul>\n\n\n\n<p>Les Recurrent Neural Network &#8211; (RNN) sont capables de capturer des motifs complexes et des relations temporelles dans les donn\u00e9es. Cela leur permet ainsi de mod\u00e9liser et de pr\u00e9dire des comportements futurs. Par exemple, un RNN peut \u00eatre utilis\u00e9 pour pr\u00e9voir les ventes hebdomadaires d&rsquo;un produit en utilisant les <a href=\"https:\/\/preprod.optimix-software.com\/fr\/blog\/supplychain\/solution-de-planification-supply-chain\/\">donn\u00e9es historiques de ventes<\/a>. Il peut \u00e9galement \u00eatre utilis\u00e9 pour personnaliser les recommandations de produits en fonction des pr\u00e9f\u00e9rences d&rsquo;achat pr\u00e9c\u00e9dentes d&rsquo;un client.<\/p>\n","protected":false},"template":"","alphabet":[],"class_list":["post-12548","glossaire","type-glossaire","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.8 (Yoast SEO v25.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Recurrent Neural Network - RNN - Optimix Software<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez la d\u00e9finition des Recurrent Neural Network (RNN) est une classe de r\u00e9seaux de neurones artificiels utilis\u00e9 dans le retail.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Recurrent Neural Network - RNN\" \/>\n<meta property=\"og:description\" content=\"D\u00e9couvrez la d\u00e9finition des Recurrent Neural Network (RNN) est une classe de r\u00e9seaux de neurones artificiels utilis\u00e9 dans le retail.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/preprod.optimix-software.com\/fr\/glossaire\/recurrent-neural-network-rnn\/\" \/>\n<meta property=\"og:site_name\" content=\"Optimix Software\" \/>\n<meta property=\"article:modified_time\" content=\"2025-03-06T09:33:01+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/preprod.optimix-software.com\/wp-content\/uploads\/logo-optimix-yoast.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/preprod.optimix-software.com\/fr\/glossaire\/recurrent-neural-network-rnn\/\",\"url\":\"https:\/\/preprod.optimix-software.com\/fr\/glossaire\/recurrent-neural-network-rnn\/\",\"name\":\"Recurrent Neural Network - RNN - Optimix Software\",\"isPartOf\":{\"@id\":\"https:\/\/preprod.optimix-software.com\/fr\/#website\"},\"datePublished\":\"2023-08-08T15:13:17+00:00\",\"dateModified\":\"2025-03-06T09:33:01+00:00\",\"description\":\"D\u00e9couvrez la d\u00e9finition des Recurrent Neural Network (RNN) est une classe de r\u00e9seaux de neurones artificiels utilis\u00e9 dans le retail.\",\"breadcrumb\":{\"@id\":\"https:\/\/preprod.optimix-software.com\/fr\/glossaire\/recurrent-neural-network-rnn\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/preprod.optimix-software.com\/fr\/glossaire\/recurrent-neural-network-rnn\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/preprod.optimix-software.com\/fr\/glossaire\/recurrent-neural-network-rnn\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\/\/preprod.optimix-software.com\/fr\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Glossaire\",\"item\":\"https:\/\/preprod.optimix-software.com\/fr\/glossaire\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Recurrent Neural Network &#8211; 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