{"id":19444,"date":"2018-10-10T22:05:29","date_gmt":"2018-10-10T21:05:29","guid":{"rendered":"https:\/\/www.inovallee.com\/?p=19444"},"modified":"2018-10-10T22:05:29","modified_gmt":"2018-10-10T21:05:29","slug":"innoradiant-presente-sa-solution-a-lieee-international-conference-on-data-science-advanced-analytics-dsaa","status":"publish","type":"post","link":"https:\/\/www.inovallee.com\/en\/innoradiant-presente-sa-solution-a-lieee-international-conference-on-data-science-advanced-analytics-dsaa\/","title":{"rendered":"Innoradiant pr\u00e9sente sa solution de marketing pr\u00e9dictif \u00e0 l&#039;IEEE International Conference on Data Science Advanced Analytics (DSAA)"},"content":{"rendered":"<h3>Automatiser l&rsquo;analyse des sentiments sur les r\u00e9seaux sociaux gr\u00e2ce au web s\u00e9mantique et au deeplearning &#8230;<\/h3>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"wp-image-19447 alignleft\" src=\"https:\/\/www.inovallee.com\/wp-content\/uploads\/2018\/10\/innoradiant-600x322.jpg\" alt=\"\" width=\"462\" height=\"248\" \/>Les 4 et 5 octobre dernier se tenait \u00e0 Turin (Italie) la 5\u00e8me IEEE International Conference on Data Science and Advanced Analytics (DSAA), r\u00e9union annuelle phare du domaine de la science des donn\u00e9es. L&rsquo;un de ses objectifs \u00e9tait l&rsquo;examen des diff\u00e9rents aspects l&rsquo;analyse de donn\u00e9es appliqu\u00e9es aux donn\u00e9es sociales.<br \/>\nL&rsquo;intervention d&rsquo;<a href=\"https:\/\/innoradiant.com\/fr\/bienvenue\/\">Innoradiant<\/a> a port\u00e9 sur la description de son syst\u00e8me d&rsquo;analyse des sentiments obtenue de fa\u00e7on quasi automatique et de son approche qui exploite l&rsquo;int\u00e9gration de l&rsquo;analyse des d\u00e9pendances, des r\u00e8gles d&rsquo;extraction bas\u00e9es sur des graphes, arbres de d\u00e9pendance et techniques Word Embedding<br \/>\nUn des arguments majeurs a \u00e9t\u00e9 \u00a0l\u2019Aspect Based Sentiment Analysis (ABSA), c&rsquo;est \u00e0 dire la capacit\u00e9 d&rsquo;un syst\u00e8me \u00e0 d\u00e9tecter dans une phrase non seulement les sentiments mais aussi la chose sur laquelle portent les sentiments ainsi que les caract\u00e9ristiques qui en sont jug\u00e9s. (<a href=\"http:\/\/alt.qcri.org\/semeval2016\/task5\/\">http:\/\/alt.qcri.org\/semeval2016\/task5\/<\/a>)<br \/>\nLuca Dini, Paolo Curtoni et Elena Melnikova ont ainsi pu d\u00e9montrer qu&rsquo;en associant un traitement symbolique \u00e0 des strat\u00e9gies de Deep Learning int\u00e9grant des mots la portabilit\u00e9 de l&rsquo;ABSA peut \u00eatre obtenue en quelques minutes. \u00ab\u00a0Il est d\u00e9sormais possible d&rsquo;am\u00e9liorer substantiellement la base de r\u00e9f\u00e9rence en mati\u00e8re de d\u00e9tection des sentiments en exploitant les mots d&rsquo;opinion pour en extraire d&rsquo;autres mots exprimant une opinion d\u00e9pendante du domaine. Il est ainsi possible faire comprendre au syst\u00e8me que, par exemple, le mot \u00ab\u00a0agressif\u00a0\u00bb dans le contexte de la cosm\u00e9tique est toujours n\u00e9gatif (\u00ab\u00a0savon agressif\u00a0\u00bb) tandis qu\u2019il est positif dans le domaine de l&rsquo;automobile (\u00ab\u00a0look agressif \u00ab\u00a0)\u00a0\u00bb, souligne Luca Dini. Une granularit\u00e9 qui permet \u00e0 Innoradiant de proposer une tr\u00e8s grande flexibilit\u00e9 en terme de niveau d&rsquo;analyse, totalement adaptable aux besoins sp\u00e9cifiques du secteur concern\u00e9.<\/p>\n<h3>&#8230; pour permettre aux services marketing \/ innovation de pr\u00e9dire les attentes du march\u00e9<\/h3>\n<p>La technologie d\u00e9velopp\u00e9e par Innoradiant sous le nom Voice of the User, permet aux \u00e9quipes innovation et\/ou marketing de scruter de mani\u00e8re automatique et intelligente les \u00e9changes naturels sur les r\u00e9seaux sociaux et ce pour r\u00e9pondre \u00e0 plusieurs objectifs :<\/p>\n<ul>\n<li>mieux conna\u00eetre les tendances d&rsquo;un march\u00e9 pour pr\u00e9parer la sortie de sa prochaine collection<\/li>\n<li>analyser l&rsquo;e-r\u00e9putation d&rsquo;une marque ou d&rsquo;un produit<\/li>\n<li>d\u00e9celer les besoins et les attentes des utilisateurs pour concevoir de nouveaux produits<\/li>\n<li>et plus largement, tous les domaines o\u00f9 il est n\u00e9cessaire d&rsquo;analyser automatiquement des donn\u00e9es massives avec un besoin de pr\u00e9diction !<\/li>\n<\/ul>\n<p>D&rsquo;ailleurs, Innoradiant a d\u00e9j\u00e0 test\u00e9 sa plateforme chez plusieurs grands noms de la grande distribution, de l&rsquo;automobile ou m\u00eame du chocolat, o\u00f9 la qualit\u00e9 et la pr\u00e9cision des \u00e9tudes rendues am\u00e8nent une r\u00e9elle valeur ajout\u00e9e par rapport aux solutions existantes, davantage bas\u00e9es sur le profilage des usagers que sur l&rsquo;analyse du langage. \u00ab\u00a0Nous devions r\u00e9aliser une \u00e9tude d&rsquo;innovation complexe pour un client dans le secteur des machines agricoles. La plateforme Innoradiant nous a permis d&rsquo;identifier des besoins non satisfaits exprim\u00e9s par les professionnels sur les r\u00e9seaux sociaux. Les r\u00e9sultats ont apport\u00e9 un compl\u00e9ment id\u00e9al \u00e0 notre m\u00e9thologie\u00a0\u00bb, souligne Pascal Pizelle, Pr\u00e9sident d&rsquo;<a href=\"http:\/\/www.ixiade.com\/fr\">Ixiade<\/a>, une agence de strat\u00e9gie, d\u2019\u00e9tudes et de design qui place l\u2019exp\u00e9rience utilisateur au centre du processus d\u2019innovation<br \/>\n&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>Automatiser l&rsquo;analyse des sentiments sur les r\u00e9seaux sociaux gr\u00e2ce au web s\u00e9mantique et au deeplearning &#8230; Les 4 et 5 octobre dernier se tenait \u00e0 Turin (Italie) la 5\u00e8me IEEE International Conference on Data Science and Advanced Analytics (DSAA), r\u00e9union annuelle phare du domaine de la science des donn\u00e9es. L&rsquo;un de ses objectifs \u00e9tait l&rsquo;examen [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":19447,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[45,44],"tags":[],"class_list":["post-19444","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-startup-tarmac","category-tarmac-incubator"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Innoradiant pr\u00e9sente sa solution de marketing pr\u00e9dictif \u00e0 l&#039;IEEE International Conference on Data Science Advanced Analytics (DSAA) - inovall\u00e9e<\/title>\n<meta name=\"description\" content=\"Quand le webs\u00e9mantique et le deeplerning permettent aux services innovation et marketing de pr\u00e9dire les attentes du march\u00e9 par l&#039;analyse automatique des r\u00e9seaux sociaux\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.inovallee.com\/en\/innoradiant-presente-sa-solution-a-lieee-international-conference-on-data-science-advanced-analytics-dsaa\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Innoradiant pr\u00e9sente sa solution de marketing pr\u00e9dictif \u00e0 l&#039;IEEE International Conference on Data Science Advanced Analytics (DSAA) - 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