{"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\/es\/resource\/solucion-de-analisis-de-resenas-de-clientes-para-comercio-electronico\/","title":{"rendered":"Soluci\u00f3n de an\u00e1lisis de opiniones de clientes para comercio electr\u00f3nico"},"content":{"rendered":"<h2 style=\"text-align: center;\">Detalles clave<\/h2>\n<p>Aumento de la satisfacci\u00f3n del cliente gracias a la supervisi\u00f3n inteligente de las emociones.<\/p>\n<div>\n<ul>\n<li>\n<div>Desaf\u00edo<\/div>\n<div>Detectar el sentimiento y el tono emocional en las rese\u00f1as de productos de los clientes con ML<\/div>\n<\/li>\n<li>\n<div>Soluci\u00f3n<\/div>\n<div>Software de an\u00e1lisis de opiniones basado en IA<\/div>\n<\/li>\n<li>\n<div>Tecnolog\u00edas y herramientas<\/div>\n<div>Python, PyTorch, jupiter, Streamlit, Hugging Face, pandas<\/div>\n<\/li>\n<\/ul>\n<\/div>\n<h2 style=\"text-align: center;\">Cliente<\/h2>\n<p>El cliente es una gran <a href=\"https:\/\/essidsolutions.com\/industry\/ai-solutions-ecommerce\">Comercio electr\u00f3nico en EE.UU.<\/a> con un negocio en l\u00ednea en r\u00e1pido crecimiento. La empresa trabaja constantemente para mejorar la experiencia del cliente mejorando los productos y servicios que ofrece. Necesitaban crear un sistema automatizado que identificara las opiniones de los clientes sobre los productos y servicios. Quer\u00edan obtener informaci\u00f3n sobre la satisfacci\u00f3n de los clientes para aplicar t\u00e1cticas de marketing y atenci\u00f3n al cliente m\u00e1s r\u00e1pidas, orientadas a mejorar la satisfacci\u00f3n de los clientes m\u00e1s insatisfechos y a ofrecer productos de mayor valor a\u00f1adido a los m\u00e1s receptivos. Por ello, pidieron al equipo de ESSID Solutions que desarrollara un <a href=\"https:\/\/essidsolutions.com\/resources\/customer-feedback-analysis-software\">an\u00e1lisis de las opiniones de los clientes<\/a> soluci\u00f3n.<\/p>\n<h2 style=\"text-align: center;\">Reto: detectar el sentimiento y el tono emocional en las rese\u00f1as de productos de los clientes con ML<\/h2>\n<p>El an\u00e1lisis de sentimientos es importante para descubrir la satisfacci\u00f3n de los clientes y reconocer sus preferencias a trav\u00e9s de correos electr\u00f3nicos, comentarios, tweets, etc. Para poder extraer informaci\u00f3n, el equipo de ESSID Solutions desarroll\u00f3 un modelo ML basado en las opiniones de los clientes sobre los productos. <a href=\"http:\/\/localhost\/essidsolutions\/service\/consumer-sentiment-analysis\">detectar las opiniones de los clientes<\/a>.<\/p>\n<p>Para construir un modelo de inteligencia emocional para el an\u00e1lisis de rese\u00f1as de productos, hemos pasado por el siguiente proceso de:<\/p>\n<ul>\n<li><a href=\"http:\/\/localhost\/essidsolutions\/service\/computer-vision\">Recopilaci\u00f3n de datos de rese\u00f1as de clientes<\/a> del sitio web de la empresa<\/li>\n<li>Preprocesamiento<\/li>\n<li>Extracci\u00f3n de caracter\u00edsticas<\/li>\n<li>Formaci\u00f3n y evaluaci\u00f3n de <a href=\"http:\/\/localhost\/essidsolutions\/service\/machine-learning-consulting\">Modelo de aprendizaje autom\u00e1tico<\/a><\/li>\n<\/ul>\n<h2 style=\"text-align: center;\">Soluci\u00f3n: Software de an\u00e1lisis de opiniones basado en IA<\/h2>\n<p>Para activar <a href=\"http:\/\/localhost\/essidsolutions\/service\/text-analysis\">clasificaci\u00f3n de sentimientos<\/a>Hicimos modelos ML y redes neuronales profundas. Trabajamos con:<\/p>\n<ul>\n<li>Modelos de Transformers como BERT.<\/li>\n<li>Regresi\u00f3n log\u00edstica, m\u00e1quina de vectores soporte (SVM) y Na\u00efve Bayes: modelos tradicionales de ML para el an\u00e1lisis de la revisi\u00f3n de documentos y la clasificaci\u00f3n de sentimientos.<\/li>\n<li>Redes neuronales profundas utilizadas para el an\u00e1lisis de sentimientos: Red neuronal recurrente, memoria a largo plazo (LSTM) y unidad recurrente cerrada (GRU).<\/li>\n<\/ul>\n<p>Eche un vistazo a la tuber\u00eda creada:<\/p>\n<p><a href=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/01\/customer-review-analytics-solution-scheme.png\"><img alt=\"Esquema de la soluci\u00f3n Customer Review Analytics\" 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>Para desarrollar la soluci\u00f3n, utilizamos las siguientes tecnolog\u00edas:<\/p>\n<p><img alt=\"Tecnolog\u00edas de soluciones de an\u00e1lisis de rese\u00f1as de clientes\" 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;\">Resultado: un sistema automatizado para identificar las opiniones de los clientes<\/h2>\n<p>Gracias a la automatizaci\u00f3n de la recogida de datos sobre satisfacci\u00f3n del cliente, pudimos obtener informaci\u00f3n pr\u00e1ctica sobre la actitud de los consumidores hacia los productos y servicios del cliente con niveles de respuesta mucho m\u00e1s elevados. Nuestro sitio <a href=\"https:\/\/essidsolutions.com\/nlp-services\">soluci\u00f3n de an\u00e1lisis de opiniones<\/a> ha ayudado al cliente a determinar si un determinado segmento de clientes se siente m\u00e1s identificado con la empresa o no. Adem\u00e1s, les ha facilitado el seguimiento de c\u00f3mo afecta a los clientes un cambio de producto o servicio.<\/p>\n<p>Las principales ventajas de la anal\u00edtica de revisi\u00f3n de productos:<\/p>\n<ul>\n<li>Recogida de datos y an\u00e1lisis del total de opiniones de los clientes<\/li>\n<li>Seguimiento de la fuerza de la marca de la empresa<\/li>\n<li>Seguimiento de la satisfacci\u00f3n general del cliente<\/li>\n<li>Detecci\u00f3n de cambios de humor del cliente<\/li>\n<li>Detecci\u00f3n de desencadenantes emocionales del cliente<\/li>\n<li>Predicci\u00f3n de la p\u00e9rdida de clientes<\/li>\n<li>Informaci\u00f3n en tiempo real para impulsar t\u00e1cticas de marketing que respalden la estrategia de satisfacci\u00f3n del cliente<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Detalles clave Mejora de la satisfacci\u00f3n del cliente con un seguimiento inteligente de la inteligencia emocional. Reto Detectar el sentimiento y el tono emocional en las rese\u00f1as de productos de los clientes con ML Soluci\u00f3n Software de an\u00e1lisis de sentimiento impulsado por IA Tecnolog\u00edas y herramientas Python, PyTorch, jupiter, Streamlit, Hugging Face, pandas Cliente El cliente es una gran plataforma de comercio electr\u00f3nico estadounidense con un negocio en l\u00ednea en r\u00e1pido crecimiento. La empresa est\u00e1 constantemente ... Leer m\u00e1s <a title=\"Soluci\u00f3n de an\u00e1lisis de opiniones de clientes para comercio electr\u00f3nico\" class=\"read-more\" href=\"https:\/\/esisoc.com\/es\/resource\/solucion-de-analisis-de-resenas-de-clientes-para-comercio-electronico\/\" aria-label=\"Leer m\u00e1s sobre Customer Review Analytics Solution for E-commerce\">Leer m\u00e1s<\/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\/es\/resource\/solucion-de-analisis-de-resenas-de-clientes-para-comercio-electronico\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\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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