{"id":1666,"date":"2020-09-02T00:00:00","date_gmt":"2020-09-01T22:00:00","guid":{"rendered":"https:\/\/www.tolk.ai\/qu-est-ce-qu-un-bot-de-messagerie-c1e0d5a1d0b6\/"},"modified":"2026-02-18T10:42:06","modified_gmt":"2026-02-18T09:42:06","slug":"chatbot-nlp-differences-chatbots-lineaires","status":"publish","type":"post","link":"https:\/\/www.tolk.ai\/en\/blog-ia\/tendances\/chatbot-nlp-differences-chatbots-lineaires","title":{"rendered":"Chatbots\u00a0NLP : quelles diff\u00e9rences ?"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1666\" class=\"elementor elementor-1666\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e1b3ba2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e1b3ba2\" data-element_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-f2bfa5e\" data-id=\"f2bfa5e\" data-element_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-a7591a4 elementor-widget elementor-widget-text-editor\" data-id=\"a7591a4\" data-element_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>Un chatbot NLP permet de comprendre le langage naturel des utilisateurs et d\u2019automatiser les conversations complexes.\u00a0Populaires depuis 2016, les chatbots ont \u00e9t\u00e9 dans un premier temps sur-estim\u00e9s, puis d\u00e9cri\u00e9s.\u00a0Aujourd&#8217;hui, ils s&#8217;installent durablement dans l&#8217;univers de la relation client ou de la relation collaborateur.\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-7c8d253 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7c8d253\" data-element_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-44c8bb1\" data-id=\"44c8bb1\" data-element_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-b8786f1 elementor-widget elementor-widget-heading\" data-id=\"b8786f1\" data-element_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\">Chatbots NLP et lin\u00e9aires : c'est quoi la diff\u00e9rence ?<\/h2>\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-1210a090 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1210a090\" data-element_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-3808b57a\" data-id=\"3808b57a\" data-element_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-79436dec elementor-widget elementor-widget-text-editor\" data-id=\"79436dec\" data-element_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=\"letter-spacing: 0.4px;\">Un chatbot, au sens large du terme, est un assistant virtuel d\u00e9ploy\u00e9 sur un site internet ou une application de messagerie (Messenger, Whatsapp, &#8230;), capable de g\u00e9rer une conversation en langage naturel ou \u00e0 minima une arborescence guid\u00e9e.<\/span><\/p><p>Il existe deux famille de chatbots : les bots lin\u00e9aires (&#8220;dumb bots&#8221;) et les bots &#8220;intelligents&#8221; (chatbot NLP).<\/p><p><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/www.tolk.ai\/wp-content\/uploads\/2016\/06\/chatbot-arbre_de_decision.png\" alt=\"2 types de chatbots : lin\u00e9aires \/ non-lin\u00e9aires\" width=\"1024\" height=\"528\" \/><\/p><h2>\u00a0<\/h2><h3>Dumb bots: chatbots lin\u00e9aires<\/h3><p>Tout d\u2019abord, les <strong>chatbots lin\u00e9aires<\/strong> reposent sur des arbres de d\u00e9cision pr\u00e9d\u00e9finis. L&#8217;exp\u00e9rience utilisateur s\u00e9quenc\u00e9e par \u00e9tapes, s&#8217;enchainant m\u00e9caniquement et permettant une navigation dans une arborescence plus ou moins complexe. Pas d&#8217;intelligence, l&#8217;exp\u00e9rience utilisateur est similaire \u00e0 une navigation dans une interface graphique.<\/p><p>Avantages:<\/p><ul><li>parcours ferm\u00e9s, peu d&#8217;erreurs possibles,<\/li><li>simple \u00e0 construire en format POC<\/li><\/ul><p>Inconv\u00e9nients:<\/p><ul><li>difficilement scalable,<\/li><li>inadapt\u00e9s aux uses-cases &#8220;service client&#8221; car difficile de g\u00e9rer des bases de connaissances riches,<\/li><li>n\u00e9cessit\u00e9 de repenser l&#8217;ensemble du parcours en cas d&#8217;\u00e9volution de tout ou partie du scope,<\/li><li>pas d&#8217;\u00e9coute des demandes clients ni r\u00e9colte des verbatim clients.<\/li><\/ul><h2>\u00a0<\/h2><h3>Chatbots NLP ou Assistants virtuels<\/h3><p>\u00c0 l\u2019inverse, un <strong data-start=\"2350\" data-end=\"2365\">chatbot NLP<\/strong> comprend l\u2019intention utilisateur et adapte sa r\u00e9ponse en temps r\u00e9el.<\/p><p>Encore peu r\u00e9pandus, ils souffrent d&#8217;une image galvaud\u00e9e par les difficult\u00e9s de mise en place et les performances souvent en demie-teinte.<\/p><p>Depuis 2016, date de l&#8217;\u00e9mergence des technologies de traitement automatis\u00e9 du langage naturel, les performances et la fiabilit\u00e9 de ces technologies n&#8217;ont cess\u00e9 de s&#8217;am\u00e9liorer. Chez The Chatbot Factory, nous avons entrepris le d\u00e9veloppement de nos propres technologies NLP avec l&#8217;ambition de simplifier leur d\u00e9ploiement par des non-techs et de am\u00e9liorer leur ROI.<\/p><p>Les chatbots NLP sont les agents virtuels les plus performants sur le march\u00e9 !\u00a0<span style=\"letter-spacing: 0.4px;\">Fluides, libres et &#8220;intelligents&#8221;, les agents conversationnels dop\u00e9s \u00e0 l&#8217;IA sont les plus similaires \u00e0 l&#8217;humain.<\/span><\/p><p>N\u00e9anmoins, ils peuvent se r\u00e9v\u00e9ler <span style=\"font-size: inherit;\">complexes \u00e0 mettre en place. Ils reposent sur des technologies de machine learning qui exigent une quantit\u00e9 de donn\u00e9es disponibles et structur\u00e9es importantes.\u00a0<\/span><\/p><p>Dans ce domaine, la plateforme tolk.ai (d\u00e9velopp\u00e9e par les \u00e9quipes de The Chatbot Factory) innove en m\u00ealant deux approches de traitement automatis\u00e9 du langage naturel. L&#8217;approche s\u00e9mantique et l&#8217;approche machine learning. Elles se compl\u00e8tent parfaitement dans l&#8217;objectif de d\u00e9livrer des performances d\u00e8s les premiers jours d&#8217;exploitation du chatbot, en garantissant une mont\u00e9e en puissance au fur et \u00e0 mesure que le chatbot se nourrit des donn\u00e9es de conversation g\u00e9n\u00e9r\u00e9es.<\/p><p>\u00a0<\/p><h3>Avantages :<\/h3><ul><li>pas d&#8217;arbres de d\u00e9cisions qui contraignent l&#8217;exp\u00e9rience,<\/li><li>rapidit\u00e9 de r\u00e9solution de la demande,<\/li><li>possibilit\u00e9 de faire des rebonds vers d&#8217;autres th\u00e9matiques ou des contenus associ\u00e9s,<\/li><li>exp\u00e9rience utilisateur proche d&#8217;une conversation &#8220;humaine&#8221;,<\/li><li>flexibilit\u00e9 dans l&#8217;\u00e9volution des parcours et des bases de connaissances,<\/li><li>\u00e9coute client \u00e0 partir des questions pos\u00e9es,<\/li><li>escalade vers un agent intelligente et dynamique,<\/li><li>capacit\u00e9 \u00e0 r\u00e9pondre de fa\u00e7on personnalis\u00e9e,<\/li><li>niveau de satisfaction utilisateur plus \u00e9lev\u00e9.<\/li><\/ul><p>\u00a0<\/p><h3>Inconv\u00e9nients :<\/h3><ul><li>hors scope plus fr\u00e9quent,<\/li><li>choix de la technologie (pr\u00e9f\u00e9rez les mod\u00e8les hybrides),<\/li><li>plus pointu dans le pilotage des performances.<\/li><\/ul><p>\u00a0<\/p><h3>Les ++ Tolk :<\/h3><ul><li>Technologies NLP Hybrides,<\/li><li>Mise en place en 1 \u00e0 2h \u00e0 partir d&#8217;une FAQ,<\/li><li>D\u00e9sambigu\u00efsation native et automatique,<\/li><li>G\u00e9n\u00e9ration des sets de donn\u00e9es d&#8217;entrainement automatique et dynamique,<\/li><li>Auto-\u00e9valuation des performances des mod\u00e8les pour une optimisation continue.<\/li><\/ul><h2>\u00a0<\/h2><h2>Pourquoi lancer votre chatbot ?<\/h2><p>Ainsi, les chatbots NLP s\u2019imposent comme une solution strat\u00e9gique pour automatiser les demandes complexes. Aujourd&#8217;hui, les attentes des consommateurs et leurs usages ont fortement \u00e9volu\u00e9s pour se d\u00e9porter vers des environnements digitaux. Le messaging, Chat ou autres messageries instantan\u00e9es ont colonis\u00e9 notre quotidien. A titre personnel ou dans l&#8217;univers professionnel, les \u00e9changes s&#8217;organisent de plus en plus sur ces plateformes.<\/p><p>Les cas d&#8217;usages pour les chatbots NLP sont nombreux, mais se cristallisent le plus souvent autour de 2 verticales fonctionnelles :<\/p><ul><li><strong>service client<\/strong> &#8211; r\u00e9pondre automatiquement aux questions r\u00e9currentes des utilisateurs, automatiser les process m\u00e9tiers et g\u00e9rer les demandes r\u00e9currentes complexes (n\u00e9cessitant des int\u00e9grations CRM),<\/li><li><strong>lead capture<\/strong> &#8211; capturer et qualifier des opportunit\u00e9s commerciales, puis les orienter intelligemment vers le bon interlocuteur pour en assurer le traitement.<\/li><\/ul><p>Pour maximiser le ROI de tels projets, il faut disposer d&#8217;une technologie performante, d&#8217;outils simple \u00e0 utiliser et garantissant l&#8217;\u00e9volution du bot et enfin d&#8217;une \u00e9quipe d&#8217;experts m\u00e9tiers correctement form\u00e9s et continuellement impliqu\u00e9e afin de maximiser la satisfaction client et les performance de l&#8217;agent virtuel.<\/p><figure><figcaption><\/figcaption><\/figure>\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>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Un chatbot est un assistant virtuel d\u00e9ploy\u00e9 sur un site internet ou une application de messagerie (Messenger, Whatsapp, &#8230;), capable de g\u00e9rer une conversation en langage naturel ou \u00e0 minima une arborescence guid\u00e9e.<\/p>\n","protected":false},"author":1,"featured_media":14773,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","inline_featured_image":false,"footnotes":""},"categories":[87],"tags":[],"class_list":["post-1666","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tendances"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Chatbot NLP : quelles diff\u00e9rences avec les chatbots lin\u00e9aires ?<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez ce qu\u2019est un chatbot NLP, ses diff\u00e9rences avec les chatbots lin\u00e9aires et pourquoi il am\u00e9liore la relation client.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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