{"id":2855,"date":"2024-02-18T15:29:24","date_gmt":"2024-02-18T15:29:24","guid":{"rendered":"https:\/\/esisoc.com\/resource\/customer-review-analytics-solution-for-e-commerce\/"},"modified":"2024-02-18T15:29:24","modified_gmt":"2024-02-18T15:29:24","slug":"customer-review-analytics-solution-for-e-commerce","status":"publish","type":"resource","link":"https:\/\/esisoc.com\/fr\/resource\/solution-danalyse-des-commentaires-des-clients-pour-le-commerce-electronique\/","title":{"rendered":"Solution d'analyse des commentaires des clients pour le commerce \u00e9lectronique"},"content":{"rendered":"<h2 style=\"text-align: center;\">D\u00e9tails cl\u00e9s<\/h2>\n<p>Am\u00e9lioration de la satisfaction des clients gr\u00e2ce \u00e0 une surveillance intelligente des \u00e9motions.<\/p>\n<div>\n<ul>\n<li>\n<div>D\u00e9fi<\/div>\n<div>D\u00e9tecter le sentiment et le ton \u00e9motionnel dans les commentaires des clients sur les produits gr\u00e2ce \u00e0 la ML<\/div>\n<\/li>\n<li>\n<div>Solution<\/div>\n<div>Logiciel d'analyse des sentiments aliment\u00e9 par l'IA<\/div>\n<\/li>\n<li>\n<div>Technologies et outils<\/div>\n<div>Python, PyTorch, jupiter, Streamlit, Hugging Face, pandas<\/div>\n<\/li>\n<\/ul>\n<\/div>\n<h2 style=\"text-align: center;\">Client<\/h2>\n<p>Le client est un grand <a href=\"https:\/\/essidsolutions.com\/industry\/ai-solutions-ecommerce\">Commerce \u00e9lectronique aux \u00c9tats-Unis<\/a> avec une activit\u00e9 en ligne en pleine expansion. L'entreprise s'efforce constamment d'am\u00e9liorer l'exp\u00e9rience de ses clients en am\u00e9liorant les produits et les services propos\u00e9s. Elle avait besoin de construire un syst\u00e8me automatis\u00e9 qui identifie les sentiments dans les commentaires des clients sur les produits et les services. Elle souhaitait obtenir des informations sur la satisfaction de ses clients afin de mettre en place des tactiques de marketing et de service \u00e0 la client\u00e8le adapt\u00e9es \u00e0 une faible satisfaction des clients et de proposer des ventes incitatives \u00e0 ceux qui y sont r\u00e9ceptifs. Ils ont donc demand\u00e9 \u00e0 l'\u00e9quipe d'ESSID Solutions de d\u00e9velopper un syst\u00e8me d'\u00e9valuation de la satisfaction des clients. <a href=\"https:\/\/essidsolutions.com\/resources\/customer-feedback-analysis-software\">analyse des commentaires des clients<\/a> solution.<\/p>\n<h2 style=\"text-align: center;\">D\u00e9fi : d\u00e9tecter le sentiment et le ton \u00e9motionnel dans les commentaires des clients sur les produits \u00e0 l'aide de la ML<\/h2>\n<p>L'analyse des sentiments est importante pour d\u00e9couvrir la satisfaction des clients et reconna\u00eetre leurs pr\u00e9f\u00e9rences \u00e0 travers les emails, les commentaires, les tweets, etc. Pour permettre l'extraction d'informations, l'\u00e9quipe d'ESSID Solutions a d\u00e9velopp\u00e9 un mod\u00e8le ML bas\u00e9 sur les commentaires des clients sur les produits. <a href=\"http:\/\/localhost\/essidsolutions\/service\/consumer-sentiment-analysis\">d\u00e9tecter les opinions des clients<\/a>.<\/p>\n<p>Pour construire un mod\u00e8le d'intelligence \u00e9motionnelle pour l'analyse des revues de produits, nous avons suivi le processus suivant :<\/p>\n<ul>\n<li><a href=\"http:\/\/localhost\/essidsolutions\/service\/computer-vision\">R\u00e9cup\u00e9rer les donn\u00e9es des commentaires des clients<\/a> du site web de l'entreprise<\/li>\n<li>Pr\u00e9traitement<\/li>\n<li>Extraction des caract\u00e9ristiques<\/li>\n<li>Formation et \u00e9valuation des <a href=\"http:\/\/localhost\/essidsolutions\/service\/machine-learning-consulting\">Mod\u00e8le d'apprentissage automatique<\/a><\/li>\n<\/ul>\n<h2 style=\"text-align: center;\">Solution : Logiciel d'analyse des sentiments aliment\u00e9 par l'IA<\/h2>\n<p>Pour activer <a href=\"http:\/\/localhost\/essidsolutions\/service\/text-analysis\">classification des sentiments<\/a>Nous avons cr\u00e9\u00e9 des mod\u00e8les ML et des r\u00e9seaux neuronaux profonds. Nous avons travaill\u00e9 avec :<\/p>\n<ul>\n<li>Mod\u00e8les de transformateurs comme BERT.<\/li>\n<li>R\u00e9gression logistique, Support Vector machine (SVM) et Na\u00efve Bayes - mod\u00e8les ML traditionnels pour l'analyse des revues de documents et la classification des sentiments.<\/li>\n<li>R\u00e9seaux neuronaux profonds utilis\u00e9s pour l'analyse des sentiments : R\u00e9seau neuronal r\u00e9current, m\u00e9moire \u00e0 long terme (LSTM) et unit\u00e9 r\u00e9currente g\u00e9r\u00e9e (GRU).<\/li>\n<\/ul>\n<p>Examinez de plus pr\u00e8s le pipeline cr\u00e9\u00e9 :<\/p>\n<p><a href=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-scheme.png\"><img alt=\"Sch\u00e9ma de solution pour l&#039;analyse des commentaires des clients\" decoding=\"async\" height=\"247\" loading=\"lazy\" sizes=\"(max-width: 1445px) 100vw, 1445px\" src=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-scheme.png\" srcset=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-scheme.png 1445w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-scheme-300x51.png 300w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-scheme-1024x175.png 1024w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-scheme-768x131.png 768w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-scheme-742x127.png 742w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-scheme-640x109.png 640w\" width=\"1445\"\/><\/a><\/p>\n<p>Pour d\u00e9velopper la solution, nous avons utilis\u00e9 les technologies suivantes :<\/p>\n<p><img alt=\"Technologies des solutions d&#039;analyse des commentaires des clients\" decoding=\"async\" height=\"242\" loading=\"lazy\" sizes=\"(max-width: 1327px) 100vw, 1327px\" src=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-logo.png\" srcset=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-logo.png 1327w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-logo-300x55.png 300w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-logo-1024x187.png 1024w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-logo-768x140.png 768w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-logo-742x135.png 742w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-logo-640x117.png 640w\" width=\"1327\"\/><\/p>\n<h2 style=\"text-align: center;\">R\u00e9sultat : un syst\u00e8me automatis\u00e9 pour identifier les sentiments dans les commentaires des clients<\/h2>\n<p>En automatisant la collecte de donn\u00e9es sur la satisfaction des clients, nous avons obtenu des informations exploitables sur les attitudes des consommateurs \u00e0 l'\u00e9gard des produits et services du client, avec des niveaux de r\u00e9ponse beaucoup plus \u00e9lev\u00e9s. Nos <a href=\"https:\/\/essidsolutions.com\/nlp-services\">solution d'analyse des sentiments<\/a> a aid\u00e9 le client \u00e0 d\u00e9terminer si un segment particulier de la client\u00e8le se sent plus concern\u00e9 par l'entreprise ou non. En outre, il lui a \u00e9t\u00e9 plus facile de suivre l'impact d'un changement de produit ou de service sur les clients.<\/p>\n<p>Les principaux avantages de l'analyse de l'\u00e9valuation des produits :<\/p>\n<ul>\n<li>Collecte de donn\u00e9es et analyse de l'ensemble des commentaires des clients<\/li>\n<li>Suivi de la force de la marque de l'entreprise<\/li>\n<li>Suivi de la satisfaction globale des clients<\/li>\n<li>D\u00e9tection des changements d'humeur des clients<\/li>\n<li>D\u00e9tection des d\u00e9clencheurs \u00e9motionnels chez le client<\/li>\n<li>Pr\u00e9diction de l'attrition de la client\u00e8le<\/li>\n<li>Des informations en temps r\u00e9el pour des tactiques de marketing rapides afin de soutenir la strat\u00e9gie de satisfaction de la client\u00e8le<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Principaux d\u00e9tails Am\u00e9lioration de la satisfaction des clients gr\u00e2ce \u00e0 une surveillance intelligente de l'intelligence \u00e9motionnelle. D\u00e9fi D\u00e9tecter le sentiment et le ton \u00e9motionnel dans les commentaires des clients sur les produits avec ML Solution Logiciel d'analyse du sentiment aliment\u00e9 par l'IA Technologies et outils Python, PyTorch, jupiter, Streamlit, Hugging Face, pandas Client Le client est une grande plateforme de commerce \u00e9lectronique am\u00e9ricaine dont les activit\u00e9s en ligne connaissent une croissance rapide. L'entreprise est constamment ... Lire plus <a title=\"Solution d&#039;analyse des commentaires des clients pour le commerce \u00e9lectronique\" class=\"read-more\" href=\"https:\/\/esisoc.com\/fr\/resource\/solution-danalyse-des-commentaires-des-clients-pour-le-commerce-electronique\/\" aria-label=\"Read more about Customer Review Analytics Solution for E-commerce\">Lire plus<\/a><\/p>","protected":false},"featured_media":2856,"template":"","industry":[70],"expertise":[65,71,72,46],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.9 (Yoast SEO v21.9.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Customer Review Analytics Solution for E-commerce - ESISOC | ESSID Solutions<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/esisoc.com\/fr\/resource\/solution-danalyse-des-commentaires-des-clients-pour-le-commerce-electronique\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Customer Review Analytics Solution for E-commerce\" \/>\n<meta property=\"og:description\" content=\"Key Details Enhanced customer satisfaction with smart emotion intelligence monitoring. 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