{"id":10802,"date":"2020-12-16T12:34:44","date_gmt":"2020-12-16T11:34:44","guid":{"rendered":"https:\/\/deftech.ch\/?page_id=10802"},"modified":"2021-01-10T11:39:42","modified_gmt":"2021-01-10T10:39:42","slug":"technocast-analytics","status":"publish","type":"page","link":"https:\/\/deftech.ch\/fr\/technocast-analytics\/","title":{"rendered":"Technocast Analytics"},"content":{"rendered":"\n\t<section class=\"section\" id=\"section_1070372388\">\n\t\t<div class=\"section-bg fill\" >\n\t\t\t\t\t\t\t\t\t\n\t\t\t\n\n\t\t<\/div>\n\n\t\t\n\n\t\t<div class=\"section-content relative\">\n\t\t\t\n<div class=\"row align-middle\"  id=\"row-389982109\">\n\n\t<div id=\"col-1771470070\" class=\"col small-12 large-12\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n\t<div class=\"img has-hover x md-x lg-x y md-y lg-y\" id=\"image_1188033063\">\n\t\t\t\t\t\t\t\t<div class=\"img-inner dark\" >\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1020\" height=\"229\" src=\"https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Logo-Technocast-Analytics__BleuTurquoise-1024x230.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Logo-Technocast-Analytics__BleuTurquoise-1024x230.png 1024w, https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Logo-Technocast-Analytics__BleuTurquoise-300x67.png 300w, https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Logo-Technocast-Analytics__BleuTurquoise-768x173.png 768w, https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Logo-Technocast-Analytics__BleuTurquoise-1536x345.png 1536w, https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Logo-Technocast-Analytics__BleuTurquoise-2048x460.png 2048w\" sizes=\"auto, (max-width: 1020px) 100vw, 1020px\" \/>\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\n<style>\n#image_1188033063 {\n  width: 100%;\n}\n<\/style>\n\t<\/div>\n\t\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n<\/div>\n\t\t<\/div>\n\n\t\t\n<style>\n#section_1070372388 {\n  padding-top: 30px;\n  padding-bottom: 30px;\n  min-height: 300px;\n  background-color: rgb(31, 25, 56);\n}\n<\/style>\n\t<\/section>\n\t\n\t<div id=\"gap-704358115\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-704358115 {\n  padding-top: 30px;\n}\n<\/style>\n\t<\/div>\n\t\n\n\t<section class=\"section\" id=\"section_1411322753\">\n\t\t<div class=\"section-bg fill\" >\n\t\t\t\t\t\t\t\t\t\n\t\t\t\n\n\t\t<\/div>\n\n\t\t\n\n\t\t<div class=\"section-content relative\">\n\t\t\t\n<div class=\"row\"  id=\"row-1826511012\">\n\n\t<div id=\"col-715792617\" class=\"col medium-10 small-12 large-10\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n<h1>Qu&#8217;est-ce que l&#8217;analytics et pourquoi nous en avons besoin<\/h1>\n<p>L\u2019analytics est l&#8217;analyse syst\u00e9matique des donn\u00e9es afin de recueillir des informations sur des questions de recherche sp\u00e9cifiques. Chaque fois que nous voulons comprendre quelque chose, nous recueillons normalement des donn\u00e9es et les utilisons pour r\u00e9pondre \u00e0 des questions que nous pourrions avoir ou pour prendre des d\u00e9cisions.<\/p>\n<p>Nous regardons par la fen\u00eatre et d\u00e9cidons si nous voulons prendre un parapluie ou non, ou quelles chaussures sont les plus adapt\u00e9es. La plupart du temps, l&#8217;homme proc\u00e8de \u00e0 des analyses et \u00e0 des raisonnements d\u00e9ductifs sans m\u00eame s&#8217;en rendre compte. Des donn\u00e9es sans analyse, c&#8217;est comme avoir du carburant sans voiture. Ce n&#8217;est pas utile et c&#8217;est simplement une perte de temps.<\/p>\n<p>L&#8217;un de nos principaux d\u00e9fis dans ce projet fut ainsi de donner le bon poids \u00e0 l&#8217;analyse d\u00e8s le d\u00e9but, et de l&#8217;inclure dans toutes les phases de celui-ci. Ce n&#8217;est qu&#8217;ainsi que nous pourrons r\u00e9pondre aux questions que nous nous sommes pos\u00e9es de mani\u00e8re scientifiquement fond\u00e9e.<\/p>\n<p>\u00a0<\/p>\n<blockquote>\n<p>Des donn\u00e9es sans analytics, c&#8217;est comme avoir du carburant sans voiture !<\/p>\n<\/blockquote>\n<h1>\u00a0<\/h1>\n<h1>L&#8217;analytics dans les sondages d\u2019opinion<\/h1>\n<p>Normalement, les sondages d\u2019opinion, et vous avez s\u00fbrement particip\u00e9 \u00e0 un ou plusieurs d&#8217;entre eux, sont un ensemble de questions qui se suivent. En g\u00e9n\u00e9ral, pour que l&#8217;interpr\u00e9tation reste simple, les questions n&#8217;ont que peu ou pas de corr\u00e9lation entre elles. L&#8217;analyse des donn\u00e9es n&#8217;est donc normalement pas compliqu\u00e9e et il suffit d&#8217;examiner les r\u00e9ponses s\u00e9par\u00e9ment. <\/p>\n<p>Il convient de noter que le bon choix des participants est fondamental pour \u00e9viter d&#8217;introduire des biais. Si les participants sont uniquement des hommes, nous aurons clairement un fort biais, et nous ne pourrons pas en d\u00e9duire d&#8217;informations int\u00e9ressantes qui refl\u00e9teraient ce que pensent les femmes, par exemple. Beaucoup d&#8217;efforts sont g\u00e9n\u00e9ralement d\u00e9ploy\u00e9s pour s&#8217;assurer que le choix des participants n&#8217;est pas biais\u00e9 par rapport aux questions auxquelles on tente de r\u00e9pondre (m\u00eame nombre d&#8217;hommes et de femmes, m\u00eame nombre de participants dans toutes les tranches d&#8217;\u00e2ge, etc.) <\/p>\n<p>Dans ce projet, nous examinons tr\u00e8s s\u00e9rieusement les biais afin de nous assurer que nos conclusions sont aussi exemptes de ceux-ci que possible et nous \u00e9tudions avec des experts en statistique diff\u00e9rentes fa\u00e7ons d&#8217;y parvenir.<\/p>\n<h1>\u00a0<\/h1>\n<h1>Les d\u00e9fis de l&#8217;analytics dans le domaine du r\u00e9cit<\/h1>\n<p>L&#8217;utilisation du r\u00e9cit pour construire un sondage, ou en d&#8217;autres termes, le fait de permettre aux participants de d\u00e9cider comment l&#8217;histoire, et donc le sondage, vont se d\u00e9velopper, rend l&#8217;approche classique de l&#8217;analyse statistique des sondages beaucoup moins utile. Dans ce projet, nous d\u00e9veloppons de nouvelles approches d&#8217;analyse afin de pouvoir comprendre comment les diff\u00e9rents choix sont li\u00e9s les uns aux autres, et comment nous pouvons utiliser cette corr\u00e9lation pour comprendre les opinions des participants sur diff\u00e9rents sujets. L&#8217;ajout d&#8217;un contexte aux questions (l&#8217;histoire) nous permet de formuler celles-ci de mani\u00e8re vraiment sp\u00e9cifiques.<\/p>\n<p>Dans ce nouveau paradigme, non seulement les questions sont importantes, mais aussi (et peut-\u00eatre m\u00eame plus) la fa\u00e7on dont elles sont li\u00e9es entre elles. L&#8217;histoire enti\u00e8re devient un arbre dans lequel un participant peut naviguer. Les nouvelles m\u00e9thodes d&#8217;analyse que nous d\u00e9veloppons permettront d&#8217;analyser cette navigation dans l&#8217;arbre et de mieux comprendre les opinions des participants (et l\u2019\u00e9volution possible de celles-ci). Dans la figure ci-dessous, vous pouvez voir une image sch\u00e9matique d&#8217;une histoire possible avec cinq questions.<\/p>\n<p>\u00a0<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-10830 aligncenter\" src=\"https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Analytics_fig_EN_FR.png\" alt=\"\" width=\"615\" height=\"319\" srcset=\"https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Analytics_fig_EN_FR.png 615w, https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Analytics_fig_EN_FR-300x156.png 300w\" sizes=\"auto, (max-width: 615px) 100vw, 615px\" \/><\/p>\n<p>\u00a0<\/p>\n<p>Diff\u00e9rents participants verront diff\u00e9rentes questions et seront confront\u00e9s \u00e0 diff\u00e9rents choix. Une analyse correcte de ce qui se passe au cours de l&#8217;histoire est indispensable pour pouvoir interpr\u00e9ter correctement les r\u00e9sultats. Comme vous pouvez le voir dans le sch\u00e9ma, un participant peut arriver \u00e0 la question 4 de deux mani\u00e8res diff\u00e9rentes. Ainsi, le chemin vers un point devient soudainement tr\u00e8s important et contient des informations importantes qui doivent \u00eatre d\u00e9cod\u00e9es pour interpr\u00e9ter l&#8217;opinion du participant. Cette complexit\u00e9 suppl\u00e9mentaire n\u00e9cessite de nouvelles m\u00e9thodes d&#8217;analyse qui sont d\u00e9velopp\u00e9es dans le cadre de ce projet.<\/p>\n<p>\u00a0<\/p>\n<p><a href=\"https:\/\/technocast.org\">Commencez d\u00e8s maintenant votre exp\u00e9rience<\/a> afin de d\u00e9couvrir votre profil !<\/p>\n\t<div id=\"gap-1907958368\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-1907958368 {\n  padding-top: 55px;\n}\n<\/style>\n\t<\/div>\n\t\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n\t<div id=\"col-2023240970\" class=\"col medium-2 small-12 large-2\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\t<div class=\"img has-hover x md-x lg-x y md-y lg-y\" id=\"image_748141562\">\n\t\t<a class=\"\" href=\"https:\/\/deftech.ch\/fr\/technocast\" >\t\t\t\t\t\t<div class=\"img-inner dark\" >\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1020\" height=\"224\" src=\"https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Logo-Technocast-Noir-1024x225.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Logo-Technocast-Noir-1024x225.png 1024w, https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Logo-Technocast-Noir-300x66.png 300w, https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Logo-Technocast-Noir-768x169.png 768w, https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Logo-Technocast-Noir.png 1366w\" sizes=\"auto, (max-width: 1020px) 100vw, 1020px\" \/>\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\t\t\n<style>\n#image_748141562 {\n  width: 100%;\n}\n<\/style>\n\t<\/div>\n\t\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n<\/div>\n\t\t<\/div>\n\n\t\t\n<style>\n#section_1411322753 {\n  padding-top: 30px;\n  padding-bottom: 30px;\n}\n<\/style>\n\t<\/section>\n\t\n\n\t<section class=\"section\" id=\"section_1044706322\">\n\t\t<div class=\"section-bg fill\" >\n\t\t\t\t\t\t\t\t\t\n\t\t\t\n\n\t\t<\/div>\n\n\t\t\n\n\t\t<div class=\"section-content relative\">\n\t\t\t\n<div class=\"row\"  id=\"row-1122982615\">\n\n\t<div id=\"col-1540105593\" class=\"col small-12 large-12\"  >\n\t\t\t\t<div class=\"col-inner\"  >\n\t\t\t\n\t\t\t\n<p style=\"text-align: left;\"><strong>Cr\u00e9dits<\/strong>:<\/p>\n<p class=\"alt-font\">Umberto Michelucci, TOELT LLC, umberto.michelucci@toelt.ai\u00a0<br \/>Prof. Aya Kachi, Universit\u00e0 Basilea, aya.kachi@gmail.com<\/p>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n<\/div>\n<div class=\"row align-middle\"  id=\"row-1669674491\">\n\n\t<div id=\"col-45761769\" class=\"col medium-5 small-12 large-5\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\t<div class=\"img has-hover x md-x lg-x y md-y lg-y\" id=\"image_1665441765\">\n\t\t<a class=\"\" href=\"http:\/\/toelt.ai\" >\t\t\t\t\t\t<div class=\"img-inner dark\" >\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"183\" src=\"https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/TOELT_Horizontal_V1.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/TOELT_Horizontal_V1.png 1000w, https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/TOELT_Horizontal_V1-300x55.png 300w, https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/TOELT_Horizontal_V1-768x141.png 768w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/>\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\t\t\n<style>\n#image_1665441765 {\n  width: 90%;\n}\n<\/style>\n\t<\/div>\n\t\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n\n\t<div id=\"col-803227477\" class=\"col medium-5 small-12 large-5\"  >\n\t\t\t\t<div class=\"col-inner text-center\"  >\n\t\t\t\n\t\t\t\n\t<div class=\"img has-hover x md-x lg-x y md-y lg-y\" id=\"image_926464744\">\n\t\t<a class=\"\" href=\"https:\/\/www.ayakachi.org\/\" >\t\t\t\t\t\t<div class=\"img-inner dark\" >\n\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1020\" height=\"414\" src=\"https:\/\/deftech.ch\/wp-content\/uploads\/2021\/01\/Aya-Kachi-Learning-from-differences-in-ideas__Logo.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/deftech.ch\/wp-content\/uploads\/2021\/01\/Aya-Kachi-Learning-from-differences-in-ideas__Logo.png 1024w, https:\/\/deftech.ch\/wp-content\/uploads\/2021\/01\/Aya-Kachi-Learning-from-differences-in-ideas__Logo-300x122.png 300w, https:\/\/deftech.ch\/wp-content\/uploads\/2021\/01\/Aya-Kachi-Learning-from-differences-in-ideas__Logo-768x312.png 768w\" sizes=\"auto, (max-width: 1020px) 100vw, 1020px\" \/>\t\t\t\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\t\t\n<style>\n#image_926464744 {\n  width: 90%;\n}\n<\/style>\n\t<\/div>\n\t\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\n<\/div>\n\t\t<\/div>\n\n\t\t\n<style>\n#section_1044706322 {\n  padding-top: 30px;\n  padding-bottom: 30px;\n}\n<\/style>\n\t<\/section>\n\t\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"class_list":["post-10802","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Technocast Analytics - Deftech \u00b7 Defence Future Technologies<\/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:\/\/deftech.ch\/fr\/technocast-analytics\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Technocast Analytics - Deftech \u00b7 Defence Future Technologies\" \/>\n<meta property=\"og:url\" content=\"https:\/\/deftech.ch\/fr\/technocast-analytics\/\" \/>\n<meta property=\"og:site_name\" content=\"Deftech \u00b7 Defence Future Technologies\" \/>\n<meta property=\"article:modified_time\" content=\"2021-01-10T10:39:42+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/deftech.ch\/wp-content\/uploads\/2020\/12\/Analytics_fig_EN_FR.png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@deftechCH\" \/>\n<meta name=\"twitter:label1\" content=\"Dur\u00e9e de lecture estim\u00e9e\" \/>\n\t<meta name=\"twitter:data1\" content=\"4 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/deftech.ch\\\/fr\\\/technocast-analytics\\\/\",\"url\":\"https:\\\/\\\/deftech.ch\\\/fr\\\/technocast-analytics\\\/\",\"name\":\"Technocast Analytics - Deftech \u00b7 Defence Future 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