{"id":7983,"date":"2018-04-05T16:33:00","date_gmt":"2018-04-05T14:33:00","guid":{"rendered":"https:\/\/golem.ai\/blog\/traitement-langues\/"},"modified":"2022-04-22T14:17:10","modified_gmt":"2022-04-22T12:17:10","slug":"traitement-langues","status":"publish","type":"post","link":"https:\/\/miralia.ai\/fr\/blog\/ai-and-society\/traitement-langues","title":{"rendered":"Programmation sp\u00e9cifique et traitement des langues naturelles"},"content":{"rendered":"<p dir=\"ltr\">La relation client \u00e9volue grandement depuis l\u2019apparition de nouveaux agents conversationnels. Chatbot, NLP (Natural Langage Processing), DSL (Domain Specific Langage), <strong>Nicolas Kamenhoff<\/strong>, CTO d\u2019Aveine, nous partage sa vision technique du sujet.<\/p>\n<p><iframe src=\"https:\/\/www.youtube.com\/embed\/Zd8YButndYg\" width=\"854\" height=\"480\" frameborder=\"0\"><\/iframe><\/p>\n<p dir=\"ltr\">Nicolas Kamenhoff \u00e9voque notamment les diff\u00e9rences qui existent entre chatbot et DSL \u201c<em>Les chatbot positionnent l\u2019utilisateur comme un client d\u2019un syst\u00e8me et facilitent son interaction, alors que les DSL int\u00e8grent la logique de l\u2019utilisateur \u00e0 l\u2019int\u00e9rieur d\u2019un syst\u00e8me donn\u00e9<\/em>.\u201c Son expertise technique acquise lors de ses \u00e9tudes \u00e0 l\u2019Epitech et depuis le lancement de la startup Aveine, il nous apporte quelques explications techniques des possibilit\u00e9s en termes de conversation Homme machine.<\/p>\n<p><a href=\"https:\/\/golem.ai\/fr\/ressources\/\"><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-12234 aligncenter\" src=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus.png\" sizes=\"(max-width: 480px) 100vw, 480px\" srcset=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus-300x169.png 300w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus-768x432.png 768w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus-18x10.png 18w, https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2022\/03\/26173514\/Contenus.png 960w\" alt=\"\" width=\"480\" height=\"270\"><\/a><\/p>\n<p dir=\"ltr\">Retrouvez-nous pour notre prochain Ai &amp; Society sur notre page <a href=\"https:\/\/www.meetup.com\/fr-FR\/AI-and-society\/\">Meetup.<\/a><\/p>\n<!-- AddThis Advanced Settings generic via filter on the_content --><!-- AddThis Share Buttons generic via filter on the_content -->","protected":false},"excerpt":{"rendered":"<p>Comment fonctionnent les chatbots et les agents conversationnels ? Quelle place occupe l\u2019utilisateur ?<!-- AddThis Advanced Settings generic via filter on get_the_excerpt --><!-- AddThis Share Buttons generic via filter on get_the_excerpt --><\/p>\n","protected":false},"author":1,"featured_media":7985,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[68,33],"tags":[],"class_list":["post-7983","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-ai-and-society"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Programmation et langage Homme Machine<\/title>\n<meta name=\"description\" content=\"Quelles sont les diff\u00e9rentes mani\u00e8res de communiquer avec des machines ? Quels sont les d\u00e9tails techniques ?\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/miralia.ai\/fr\/blog\/ai-and-society\/traitement-langues\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Programmation et langage Homme Machine\" \/>\n<meta property=\"og:description\" content=\"Quelles sont les diff\u00e9rentes mani\u00e8res de communiquer avec des machines ? Quels sont les d\u00e9tails techniques ?\" \/>\n<meta property=\"og:url\" content=\"https:\/\/miralia.ai\/fr\/blog\/ai-and-society\/traitement-langues\/\" \/>\n<meta property=\"og:site_name\" content=\"Miralia.ai\" \/>\n<meta property=\"article:published_time\" content=\"2018-04-05T14:33:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-04-22T12:17:10+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/09\/16143654\/50d05dbc3b75640783ad1f0fd5f3cd9eb85d0abd-1.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1\" \/>\n\t<meta property=\"og:image:height\" content=\"1\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Miralia\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@miralia_ai\" \/>\n<meta name=\"twitter:site\" content=\"@miralia_ai\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ai-and-society\\\/traitement-langues#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ai-and-society\\\/traitement-langues\"},\"author\":{\"name\":\"Miralia\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#\\\/schema\\\/person\\\/fea78d2bd9fe528e64a212f60e7bc474\"},\"headline\":\"Programmation sp\u00e9cifique et traitement des langues naturelles\",\"datePublished\":\"2018-04-05T14:33:00+00:00\",\"dateModified\":\"2022-04-22T12:17:10+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ai-and-society\\\/traitement-langues\"},\"wordCount\":133,\"publisher\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ai-and-society\\\/traitement-langues#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2021\\\/09\\\/16143654\\\/50d05dbc3b75640783ad1f0fd5f3cd9eb85d0abd-1.jpeg\",\"articleSection\":[\"Blog\",\"Ev\u00e9nements\"],\"inLanguage\":\"fr-FR\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ai-and-society\\\/traitement-langues\",\"url\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ai-and-society\\\/traitement-langues\",\"name\":\"Programmation et langage Homme Machine\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ai-and-society\\\/traitement-langues#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ai-and-society\\\/traitement-langues#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2021\\\/09\\\/16143654\\\/50d05dbc3b75640783ad1f0fd5f3cd9eb85d0abd-1.jpeg\",\"datePublished\":\"2018-04-05T14:33:00+00:00\",\"dateModified\":\"2022-04-22T12:17:10+00:00\",\"description\":\"Quelles sont les diff\u00e9rentes mani\u00e8res de communiquer avec des machines ? Quels sont les d\u00e9tails techniques ?\",\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/miralia.ai\\\/blog\\\/ai-and-society\\\/traitement-langues\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/blog\\\/ai-and-society\\\/traitement-langues#primaryimage\",\"url\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2021\\\/09\\\/16143654\\\/50d05dbc3b75640783ad1f0fd5f3cd9eb85d0abd-1.jpeg\",\"contentUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2021\\\/09\\\/16143654\\\/50d05dbc3b75640783ad1f0fd5f3cd9eb85d0abd-1.jpeg\"},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#website\",\"url\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/\",\"name\":\"Miralia.ai\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#organization\",\"name\":\"Miralia\",\"url\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/07142128\\\/Logo-Miralia.png\",\"contentUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2026\\\/01\\\/07142128\\\/Logo-Miralia.png\",\"width\":1061,\"height\":211,\"caption\":\"Miralia\"},\"image\":{\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/miralia_ai\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/miralia\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/#\\\/schema\\\/person\\\/fea78d2bd9fe528e64a212f60e7bc474\",\"name\":\"Miralia\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/03120340\\\/M-noir.png\",\"url\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/03120340\\\/M-noir.png\",\"contentUrl\":\"https:\\\/\\\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\\\/wp-content\\\/uploads\\\/2025\\\/11\\\/03120340\\\/M-noir.png\",\"caption\":\"Miralia\"},\"sameAs\":[\"http:\\\/\\\/c68f3497-cc94-4d4c-ae55-e83783631a1f.pub.instances.scw.cloud\"],\"url\":\"https:\\\/\\\/miralia.ai\\\/fr\\\/auteur\\\/vitrine\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Programmation et langage Homme Machine","description":"Quelles sont les diff\u00e9rentes mani\u00e8res de communiquer avec des machines ? Quels sont les d\u00e9tails techniques ?","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/miralia.ai\/fr\/blog\/ai-and-society\/traitement-langues\/","og_locale":"fr_FR","og_type":"article","og_title":"Programmation et langage Homme Machine","og_description":"Quelles sont les diff\u00e9rentes mani\u00e8res de communiquer avec des machines ? Quels sont les d\u00e9tails techniques ?","og_url":"https:\/\/miralia.ai\/fr\/blog\/ai-and-society\/traitement-langues\/","og_site_name":"Miralia.ai","article_published_time":"2018-04-05T14:33:00+00:00","article_modified_time":"2022-04-22T12:17:10+00:00","og_image":[{"url":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/09\/16143654\/50d05dbc3b75640783ad1f0fd5f3cd9eb85d0abd-1.jpeg","width":1,"height":1,"type":"image\/jpeg"}],"author":"Miralia","twitter_card":"summary_large_image","twitter_creator":"@miralia_ai","twitter_site":"@miralia_ai","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/miralia.ai\/blog\/ai-and-society\/traitement-langues#article","isPartOf":{"@id":"https:\/\/miralia.ai\/blog\/ai-and-society\/traitement-langues"},"author":{"name":"Miralia","@id":"https:\/\/miralia.ai\/fr\/#\/schema\/person\/fea78d2bd9fe528e64a212f60e7bc474"},"headline":"Programmation sp\u00e9cifique et traitement des langues naturelles","datePublished":"2018-04-05T14:33:00+00:00","dateModified":"2022-04-22T12:17:10+00:00","mainEntityOfPage":{"@id":"https:\/\/miralia.ai\/blog\/ai-and-society\/traitement-langues"},"wordCount":133,"publisher":{"@id":"https:\/\/miralia.ai\/fr\/#organization"},"image":{"@id":"https:\/\/miralia.ai\/blog\/ai-and-society\/traitement-langues#primaryimage"},"thumbnailUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/09\/16143654\/50d05dbc3b75640783ad1f0fd5f3cd9eb85d0abd-1.jpeg","articleSection":["Blog","Ev\u00e9nements"],"inLanguage":"fr-FR"},{"@type":"WebPage","@id":"https:\/\/miralia.ai\/blog\/ai-and-society\/traitement-langues","url":"https:\/\/miralia.ai\/blog\/ai-and-society\/traitement-langues","name":"Programmation et langage Homme Machine","isPartOf":{"@id":"https:\/\/miralia.ai\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/miralia.ai\/blog\/ai-and-society\/traitement-langues#primaryimage"},"image":{"@id":"https:\/\/miralia.ai\/blog\/ai-and-society\/traitement-langues#primaryimage"},"thumbnailUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/09\/16143654\/50d05dbc3b75640783ad1f0fd5f3cd9eb85d0abd-1.jpeg","datePublished":"2018-04-05T14:33:00+00:00","dateModified":"2022-04-22T12:17:10+00:00","description":"Quelles sont les diff\u00e9rentes mani\u00e8res de communiquer avec des machines ? Quels sont les d\u00e9tails techniques ?","inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/miralia.ai\/blog\/ai-and-society\/traitement-langues"]}]},{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/miralia.ai\/blog\/ai-and-society\/traitement-langues#primaryimage","url":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/09\/16143654\/50d05dbc3b75640783ad1f0fd5f3cd9eb85d0abd-1.jpeg","contentUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2021\/09\/16143654\/50d05dbc3b75640783ad1f0fd5f3cd9eb85d0abd-1.jpeg"},{"@type":"WebSite","@id":"https:\/\/miralia.ai\/fr\/#website","url":"https:\/\/miralia.ai\/fr\/","name":"Miralia.ai","description":"","publisher":{"@id":"https:\/\/miralia.ai\/fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/miralia.ai\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/miralia.ai\/fr\/#organization","name":"Miralia","url":"https:\/\/miralia.ai\/fr\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/miralia.ai\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2026\/01\/07142128\/Logo-Miralia.png","contentUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2026\/01\/07142128\/Logo-Miralia.png","width":1061,"height":211,"caption":"Miralia"},"image":{"@id":"https:\/\/miralia.ai\/fr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/miralia_ai","https:\/\/www.linkedin.com\/company\/miralia\/"]},{"@type":"Person","@id":"https:\/\/miralia.ai\/fr\/#\/schema\/person\/fea78d2bd9fe528e64a212f60e7bc474","name":"Miralia","image":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/03120340\/M-noir.png","url":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/03120340\/M-noir.png","contentUrl":"https:\/\/golem-ai-website-wordpress-prod.s3.fr-par.scw.cloud\/wp-content\/uploads\/2025\/11\/03120340\/M-noir.png","caption":"Miralia"},"sameAs":["http:\/\/c68f3497-cc94-4d4c-ae55-e83783631a1f.pub.instances.scw.cloud"],"url":"https:\/\/miralia.ai\/fr\/auteur\/vitrine"}]}},"_links":{"self":[{"href":"https:\/\/miralia.ai\/fr\/wp-json\/wp\/v2\/posts\/7983","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/miralia.ai\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/miralia.ai\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/miralia.ai\/fr\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/miralia.ai\/fr\/wp-json\/wp\/v2\/comments?post=7983"}],"version-history":[{"count":4,"href":"https:\/\/miralia.ai\/fr\/wp-json\/wp\/v2\/posts\/7983\/revisions"}],"predecessor-version":[{"id":13514,"href":"https:\/\/miralia.ai\/fr\/wp-json\/wp\/v2\/posts\/7983\/revisions\/13514"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/miralia.ai\/fr\/wp-json\/wp\/v2\/media\/7985"}],"wp:attachment":[{"href":"https:\/\/miralia.ai\/fr\/wp-json\/wp\/v2\/media?parent=7983"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/miralia.ai\/fr\/wp-json\/wp\/v2\/categories?post=7983"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/miralia.ai\/fr\/wp-json\/wp\/v2\/tags?post=7983"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}