{"id":68502,"date":"2025-01-07T01:31:14","date_gmt":"2025-01-07T09:31:14","guid":{"rendered":"https:\/\/www.igrafx.com\/?p=68502"},"modified":"2025-06-17T01:43:21","modified_gmt":"2025-06-17T08:43:21","slug":"data-mining-vs-process-mining-comprendre-les-principales-differences-et-leur-impact-sur-lentreprise","status":"publish","type":"post","link":"https:\/\/www.igrafx.com\/fr\/blog\/data-mining-vs-process-mining-comprendre-les-principales-differences-et-leur-impact-sur-lentreprise\/","title":{"rendered":"Data Mining vs. Process Mining : comprendre les principales diff\u00e9rences et leur impact sur l&#8217;entreprise"},"content":{"rendered":"<p><span data-contrast=\"none\">Aujourd&#8217;hui, les entreprises sont submerg\u00e9es par les donn\u00e9es et les processus. Ils collectent des flux infinis d&#8217;informations : clics des clients, chiffres de vente, indicateurs des employ\u00e9s et journaux syst\u00e8me. Dans le m\u00eame temps, leurs processus commerciaux deviennent plus complexes : les commandes passent par des dizaines d&#8217;\u00e9tapes, les demandes de service client rebondissent entre les d\u00e9partements et les cha\u00eenes d&#8217;approvisionnement s&#8217;\u00e9tendent sur plusieurs continents.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Donner un sens \u00e0 toute cette complexit\u00e9 n&#8217;est pas seulement difficile, il devient impossible de le faire manuellement. C&#8217;est pourquoi les entreprises se tournent vers le data mining et le <\/span><a href=\"https:\/\/www.igrafx.com\/fr\/process-mining\/\"><b><span data-contrast=\"none\">process mining<\/span><\/b><\/a><span data-contrast=\"none\">. Ces deux approches s&#8217;attaquent \u00e0 des aspects diff\u00e9rents d&#8217;un m\u00eame probl\u00e8me fondamental : comment transformer des informations brutes en informations exploitables.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Les deux outils extraient des informations pr\u00e9cieuses des donn\u00e9es, mais ils le font de mani\u00e8re fondamentalement diff\u00e9rente. Comprendre les diff\u00e9rences entre ces deux m\u00e9thodes peut aider les entreprises \u00e0 choisir la bonne approche pour leurs besoins sp\u00e9cifiques. Dans ce blog, nous allons explorer :\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Les d\u00e9finitions du Process Mining et du Data Mining\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Comment ils fonctionnent\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Principales diff\u00e9rences et similitudes\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">Cas d&#8217;utilisation et points \u00e0 retenir pour les entreprises qui visent l&#8217; <\/span><a href=\"https:\/\/www.igrafx.com\/fr\/blog\/quest-ce-que-lexcellence-des-processus-les-5-meilleures-strategies-pour-y-parvenir\/\"><b><span data-contrast=\"none\">excellence op\u00e9rationnelle<\/span><\/b><\/a><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Qu&#8217;est-ce que le Data Mining ?\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">L&#8217;exploration de donn\u00e9es est une technique utilis\u00e9e pour analyser de grands ensembles de donn\u00e9es afin de d\u00e9couvrir des mod\u00e8les, des relations et des tendances. Ce domaine s&#8217;appuie sur des algorithmes et des techniques d&#8217;apprentissage automatique (par exemple, l&#8217;apprentissage de r\u00e8gles d&#8217;association, l&#8217;analyse de r\u00e9gression) pour traiter les donn\u00e9es et d\u00e9couvrir des informations pr\u00e9cieuses qui seraient autrement impossibles \u00e0 rep\u00e9rer manuellement pour les humains.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">L&#8217;objectif principal de l&#8217;exploration de donn\u00e9es est d&#8217;extraire des informations significatives qui peuvent guider les d\u00e9cisions strat\u00e9giques.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><b><span data-contrast=\"none\">Comment fonctionne l&#8217;exploration de donn\u00e9es\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Les m\u00e9thodes traditionnelles d&#8217;exploration de donn\u00e9es s&#8217;appuient sur divers outils et techniques d&#8217;exploration de donn\u00e9es, issus des statistiques, de l&#8217;apprentissage automatique et de l&#8217;intelligence artificielle, pour analyser les donn\u00e9es historiques et pr\u00e9dire les tendances futures. Le processus implique g\u00e9n\u00e9ralement :\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Aptos&quot;,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Collecte et pr\u00e9paration <\/span><\/b><span data-contrast=\"none\">des donn\u00e9es : Rassemblez des donn\u00e9es provenant de diverses sources et nettoyez-les pour en assurer l&#8217;exactitude.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ol>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Aptos&quot;,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Int\u00e9gration des donn\u00e9es <\/span><\/b><span data-contrast=\"none\">: combinez des donn\u00e9es provenant de diff\u00e9rentes sources pour cr\u00e9er un ensemble de donn\u00e9es unifi\u00e9.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ol>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Aptos&quot;,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Analyse des donn\u00e9es <\/span><\/b><span data-contrast=\"none\">: utilisez des techniques d&#8217;exploration de donn\u00e9es et des algorithmes pour trouver des mod\u00e8les et des relations dans les donn\u00e9es.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ol>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"2\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Aptos&quot;,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Interpr\u00e9tation et \u00e9valuation <\/span><\/b><span data-contrast=\"none\">: Traduire les r\u00e9sultats en informations exploitables.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ol>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><b><span data-contrast=\"none\">Exemple d&#8217;exploration de donn\u00e9es\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">L&#8217;exemple classique est l&#8217;histoire (peut-\u00eatre apocryphe) du supermarch\u00e9 qui a d\u00e9couvert gr\u00e2ce \u00e0 l&#8217;exploration de donn\u00e9es que les personnes qui ach\u00e8tent des couches ach\u00e8tent souvent de la bi\u00e8re en m\u00eame temps. Cela a du sens r\u00e9trospectivement \u2013 les nouveaux parents sont coinc\u00e9s \u00e0 la maison et veulent de la bi\u00e8re \u2013 mais personne ne l&#8217;aurait devin\u00e9 sans analyser les donn\u00e9es.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">L&#8217;exploration de donn\u00e9es est particuli\u00e8rement efficace pour trouver ces connexions non \u00e9videntes. Mais cela va au-del\u00e0 de la simple recherche de corr\u00e9lations.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Prenons l&#8217;exemple d&#8217;une banque qui utilise l&#8217;exploration de donn\u00e9es pour d\u00e9tecter les fraudes. Le logiciel d&#8217;exploration de donn\u00e9es peut remarquer que les transactions frauduleuses se produisent souvent dans un ordre particulier : d&#8217;abord un petit achat test, puis une s\u00e9rie d&#8217;achats plus importants. Aucun humain ne rep\u00e9rerait ce mod\u00e8le dans des millions de transactions, mais l&#8217;exploration de donn\u00e9es peut le trouver facilement.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><b><span data-contrast=\"none\">Qu&#8217;est-ce que le Process Mining ?\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><a href=\"https:\/\/www.igrafx.com\/fr\/process-mining\/\"><b><span data-contrast=\"none\">Le Process Mining<\/span><\/b><\/a><span data-contrast=\"none\"> existe parce que les organisations ne savent souvent pas vraiment comment fonctionnent leurs processus. Ils ont des organigrammes officiels montrant comment les choses sont cens\u00e9es fonctionner, mais la r\u00e9alit\u00e9 est souvent plus d\u00e9sordonn\u00e9e. Ce d\u00e9sordre cr\u00e9e de l&#8217;inefficacit\u00e9.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Une \u00e9tude d&#8217;IDC a r\u00e9v\u00e9l\u00e9 que l&#8217;inefficacit\u00e9 op\u00e9rationnelle co\u00fbte aux entreprises 20 \u00e0 30 % de leur chiffre d&#8217;affaires chaque ann\u00e9e. C&#8217;est beaucoup d&#8217;argent gaspill\u00e9 parce que les processus ne fonctionnent pas aussi bien qu&#8217;ils le pourraient.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Le Process Mining se concentre sur l&#8217;analyse des flux de travail et des activit\u00e9s au sein d&#8217;une organisation. Il utilise les journaux d&#8217;\u00e9v\u00e9nements g\u00e9n\u00e9r\u00e9s par les syst\u00e8mes d&#8217;entreprise tels que les ERP (Enterprise Resource Planning), les BPM (Business Process Management) et les CRM (Customer Relationship Management) pour cartographier, comprendre et analyser la fa\u00e7on dont les processus sont ex\u00e9cut\u00e9s dans la vie r\u00e9elle.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Le Process Mining vise non seulement \u00e0 comprendre les donn\u00e9es existantes, mais aussi \u00e0 visualiser et \u00e0 optimiser les processus m\u00e9tiers. Cette technique permet de cr\u00e9er une carte d\u00e9taill\u00e9e des processus op\u00e9rationnels, en identifiant les inefficacit\u00e9s, les goulets d&#8217;\u00e9tranglement et les \u00e9carts par rapport aux proc\u00e9dures op\u00e9rationnelles standard.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><b><span data-contrast=\"none\">Comment fonctionne le Process Mining\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><a href=\"https:\/\/www.igrafx.com\/fr\/process-mining\/\"><b><span data-contrast=\"none\">Le Process Mining<\/span><\/b><\/a><span data-contrast=\"none\"> fonctionne en lisant les empreintes num\u00e9riques laiss\u00e9es dans vos syst\u00e8mes d&#8217;entreprise. Chaque fois que quelqu&#8217;un fait quelque chose dans votre logiciel d&#8217;entreprise \u2013 cr\u00e9er une commande, approuver une facture, mettre \u00e0 jour un dossier client \u2013 il cr\u00e9e une entr\u00e9e de journal.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Les outils d&#8217;exploration de processus relient ces entr\u00e9es pour vous montrer exactement comment le travail circule dans votre organisation.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">L&#8217;approche est syst\u00e9matique :\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ol>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Aptos&quot;,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Extraction de donn\u00e9es <\/span><\/b><span data-contrast=\"none\">: collecte de journaux d&#8217;\u00e9v\u00e9nements \u00e0 partir de syst\u00e8mes d&#8217;entreprise tels que l&#8217;ERP, le CRM et le BPM. Les donn\u00e9es doivent \u00eatre \u00ab propres \u00bb et parfois \u00eatre combin\u00e9es \u00e0 partir de diverses sources avant de pouvoir \u00eatre utilis\u00e9es \u00e0 l&#8217;\u00e9tape suivante.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Aptos&quot;,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">D\u00e9couverte de processus et visualisation des donn\u00e9es :<\/span><\/b><span data-contrast=\"none\"> cr\u00e9ation de repr\u00e9sentations visuelles (cartes de processus) de processus r\u00e9els bas\u00e9es sur les donn\u00e9es du journal des \u00e9v\u00e9nements.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Aptos&quot;,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">V\u00e9rification <\/span><\/b><span data-contrast=\"none\">de la conformit\u00e9 : comparaison du processus d\u00e9couvert avec des mod\u00e8les pr\u00e9d\u00e9finis pour identifier les \u00e9carts.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"%1.\" data-font=\"Aptos\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:0,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Aptos&quot;,&quot;469769242&quot;:[65533,0],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;%1.&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Am\u00e9lioration du <\/span><\/b><span data-contrast=\"none\">processus : analyser le processus pour identifier les goulets d&#8217;\u00e9tranglement et les inefficacit\u00e9s, d\u00e9couvrir des tendances et des mod\u00e8les qui pourraient ne pas \u00eatre clairs autrement, puis sugg\u00e9rer des am\u00e9liorations.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ol>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><b><span data-contrast=\"none\">Exemple de Process Mining\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Dans la gestion de la cha\u00eene d&#8217;approvisionnement, l&#8217;exploitation mini\u00e8re des processus peut \u00eatre utilis\u00e9e pour cartographier le flux de mat\u00e9riaux et de marchandises des fournisseurs aux clients. En visualisant le processus de la cha\u00eene d&#8217;approvisionnement, les entreprises peuvent identifier les retards ou les inefficacit\u00e9s, tels que les stocks lents ou les retards d&#8217;exp\u00e9dition, et apporter des am\u00e9liorations pour am\u00e9liorer la satisfaction des clients et r\u00e9duire les co\u00fbts.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Une entreprise manufacturi\u00e8re peut utiliser l&#8217;exploitation mini\u00e8re des processus pour comprendre pourquoi certaines commandes prennent plus de temps \u00e0 ex\u00e9cuter que d&#8217;autres. Le logiciel d&#8217;exploration de processus peut r\u00e9v\u00e9ler que les commandes sup\u00e9rieures \u00e0 une certaine taille sont toujours retard\u00e9es parce qu&#8217;elles n\u00e9cessitent une \u00e9tape d&#8217;approbation suppl\u00e9mentaire qui n&#8217;\u00e9tait pas dans la conception du processus d&#8217;origine.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Principales diff\u00e9rences entre le Process Mining et le Data Mining\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Bien que les techniques d&#8217;exploration de donn\u00e9es et de processus visent toutes deux \u00e0 fournir des informations \u00e0 partir de donn\u00e9es, leur objectif et leurs m\u00e9thodologies sont diff\u00e9rents. D\u00e9composons les principales diff\u00e9rences :\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><b><span data-contrast=\"none\">Objectif et objectif\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><b><span data-contrast=\"none\">Exploitation mini\u00e8re par processus :\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Se concentre sur la fa\u00e7on dont les processus circulent dans une organisation\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Cr\u00e9e des repr\u00e9sentations visuelles de l&#8217;ex\u00e9cution r\u00e9elle du processus\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"4\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Identifie les inefficacit\u00e9s op\u00e9rationnelles et les goulets d&#8217;\u00e9tranglement\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"none\">Exploration de donn\u00e9es:\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Analyse des mod\u00e8les et des relations plus larges dans les donn\u00e9es\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">D\u00e9couvre des informations et des tendances cach\u00e9es\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Pr\u00e9dit les r\u00e9sultats futurs sur la base de donn\u00e9es statiques historiques\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"5\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">Se concentre sur les mod\u00e8les existants dans les ensembles de donn\u00e9es\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><b><span data-contrast=\"none\">Sources des donn\u00e9es et analyse\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><b><span data-contrast=\"none\">Exploitation mini\u00e8re par processus :\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Utilise principalement les journaux d&#8217;\u00e9v\u00e9nements des syst\u00e8mes d&#8217;entreprise\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Analyse des activit\u00e9s s\u00e9quentielles et des horodatages\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Suivi des variations et des \u00e9carts du processus\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"6\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">Cr\u00e9e des cartes de processus \u00e0 partir de donn\u00e9es, peut facilement \u00eatre mise \u00e0 jour avec des ex\u00e9cutions suppl\u00e9mentaires du processus et peut utiliser l&#8217;analyse pr\u00e9dictive de l&#8217;IA pour identifier les probl\u00e8mes avant qu&#8217;ils ne surviennent\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"none\">Exploration de donn\u00e9es:\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Utilise des m\u00e9gadonn\u00e9es structur\u00e9es et non structur\u00e9es provenant de diverses sources\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Analyse des donn\u00e9es historiques statiques\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Applique des mod\u00e8les statistiques et math\u00e9matiques\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"7\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">Cr\u00e9e des mod\u00e8les pr\u00e9dictifs et des analyses de mod\u00e8les\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><b><span data-contrast=\"none\">Applications et r\u00e9sultats\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><b><span data-contrast=\"none\">Exploitation mini\u00e8re par processus :\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Optimisation et am\u00e9lioration des processus\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Surveillance et audit de la conformit\u00e9\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Am\u00e9lioration de l&#8217;efficacit\u00e9 op\u00e9rationnelle\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">Standardisation du flux de travail\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"8\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"none\">Identification des opportunit\u00e9s d&#8217;automatisation\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"none\">Exploration de donn\u00e9es:\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Analyse du comportement des clients\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Pr\u00e9diction de la tendance du march\u00e9\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">\u00c9valuation du risque\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">D\u00e9tection des fraudes\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"9\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"5\" data-aria-level=\"1\"><span data-contrast=\"none\">Syst\u00e8mes de recommandation de produits\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Tableau comparatif Process Mining vs Data Mining\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Voici un tableau comparatif qui d\u00e9crit les principales diff\u00e9rences entre l&#8217;exploration de donn\u00e9es et l&#8217;exploration de processus pour une compr\u00e9hension facile :\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<table data-tablestyle=\"MsoNormalTable\" data-tablelook=\"1696\" aria-rowcount=\"10\">\n<tbody>\n<tr aria-rowindex=\"1\">\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Caract\u00e9ristique\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Exploration de donn\u00e9es\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Exploitation mini\u00e8re par processus\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"2\">\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Niveau d&#8217;analyse\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Trouver des mod\u00e8les, des tendances et des relations dans de grands ensembles de donn\u00e9es.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Analyse et optimisation des processus m\u00e9tier \u00e0 l&#8217;aide de journaux d&#8217;\u00e9v\u00e9nements.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"3\">\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Source des donn\u00e9es\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Sources diverses, y compris des donn\u00e9es structur\u00e9es provenant de bases de donn\u00e9es, d&#8217;entrep\u00f4ts de donn\u00e9es et parfois de donn\u00e9es non structur\u00e9es telles que du texte, des images ou de l&#8217;activit\u00e9 Web.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Journaux d&#8217;\u00e9v\u00e9nements provenant de syst\u00e8mes d&#8217;entreprise tels que les plateformes ERP, CRM ou BPM.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"4\">\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">M\u00e9thodologie\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Utilise des techniques statistiques et d&#8217;apprentissage automatique pour automatiser la d\u00e9couverte de mod\u00e8les et de relations.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Utilise la d\u00e9couverte de processus, la v\u00e9rification de la conformit\u00e9, l&#8217;am\u00e9lioration des processus et l&#8217;analyse pr\u00e9dictive.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"5\">\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Nature de l&#8217;analyse\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Effectuer l&#8217;analyse statique de donn\u00e9es concr\u00e8tes dans leur ensemble afin de d\u00e9gager des tendances g\u00e9n\u00e9rales.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Implique une analyse ax\u00e9e sur le flux d&#8217;activit\u00e9s entre les processus.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"6\">\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Focalisation temporelle\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Met l&#8217;accent sur les donn\u00e9es historiques pour pr\u00e9dire les tendances futures.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Se concentre sur l&#8217;ex\u00e9cution des processus en temps r\u00e9el et historiques.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"7\">\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Gestion des exceptions\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">\u00c9limine souvent les valeurs aberrantes.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Analyse les \u00e9carts et les exceptions pour l&#8217;am\u00e9lioration des processus.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"8\">\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Sortie\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Mod\u00e8les pr\u00e9dictifs, mod\u00e8les, tendances.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Mod\u00e8les de processus\/organigrammes, identification des goulets d&#8217;\u00e9tranglement, analyse pr\u00e9dictive du comportement futur.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"9\">\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Utilisation professionnelle\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Identifiez les mod\u00e8les et les relations cach\u00e9s.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Visualisez les processus r\u00e9els et identifiez les inefficacit\u00e9s.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<\/tr>\n<tr aria-rowindex=\"10\">\n<td data-celllook=\"0\"><b><span data-contrast=\"none\">Champ d&#8217;application\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">De vastes applications telles que le marketing, la finance et la d\u00e9tection des fraudes.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<td data-celllook=\"0\"><span data-contrast=\"none\">Peut \u00eatre utilis\u00e9 dans presque toutes les entreprises car il se concentre sur l&#8217;optimisation des processus au sein des op\u00e9rations commerciales.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Similitudes entre l&#8217;exploration de donn\u00e9es et l&#8217;exploration de processus\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Malgr\u00e9 leurs diff\u00e9rences, il existe plusieurs similitudes entre l&#8217;exploration de donn\u00e9es et l&#8217;exploration de processus.\u00a0\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Ax\u00e9 sur les donn\u00e9es <\/span><\/b><span data-contrast=\"none\">: Les deux s&#8217;appuient sur l&#8217;analyse des donn\u00e9es pour d\u00e9couvrir des informations.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Utilisation d&#8217;algorithmes<\/span><\/b><span data-contrast=\"none\"> : Utiliser des techniques statistiques et informatiques.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Int\u00e9gration de l&#8217;intelligence d&#8217;affaires<\/span><\/b><span data-contrast=\"none\"> : Aidez \u00e0 prendre des d\u00e9cisions \u00e9clair\u00e9es.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"10\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"none\">G\u00e9rer de grands ensembles de donn\u00e9es<\/span><\/b><span data-contrast=\"none\"> : Capable de traiter de grandes quantit\u00e9s d&#8217;informations.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"3\"><b><span data-contrast=\"none\">Quand utiliser l&#8217;exploration de donn\u00e9es et\/ou l&#8217;exploration de processus\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">La d\u00e9cision d&#8217;utiliser l&#8217;exploration de donn\u00e9es ou l&#8217;exploration de processus d\u00e9pend des besoins sp\u00e9cifiques de l&#8217;entreprise. Voici quelques consid\u00e9rations pour chacun :\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"none\">Utiliser l&#8217;exploration de donn\u00e9es :\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"11\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Pour identifier les tendances et d\u00e9couvrir des mod\u00e8les cach\u00e9s dans de grands ensembles de donn\u00e9es.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"11\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">D\u00e9velopper des mod\u00e8les pr\u00e9dictifs pour la prise de d\u00e9cision ou la d\u00e9couverte de connaissances.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"11\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Analyser les tendances du march\u00e9 et le comportement des clients.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"11\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">Pour d\u00e9tecter des fraudes ou des anomalies dans les donn\u00e9es financi\u00e8res.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"none\">Utilisation du Process Mining :\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"none\">Visualiser et optimiser les processus commerciaux r\u00e9els.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"none\">Identifier les inefficacit\u00e9s op\u00e9rationnelles.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"none\">Pour garantir le respect des proc\u00e9dures pr\u00e9d\u00e9finies ou des r\u00e9glementations de l&#8217;industrie. L&#8217;exploitation mini\u00e8re des processus peut montrer o\u00f9 les gens s&#8217;\u00e9cartent des proc\u00e9dures requises, si ces \u00e9carts causent des probl\u00e8mes et si les proc\u00e9dures officielles peuvent n\u00e9cessiter une mise \u00e0 jour.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"12\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"none\">Mettre en \u0153uvre des initiatives d&#8217;automatisation et de transformation.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Int\u00e9gration de l&#8217;exploration de donn\u00e9es et de l&#8217;exploration de processus\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Bien que ces deux techniques soient distinctes, elles peuvent se compl\u00e9ter lorsqu&#8217;elles sont int\u00e9gr\u00e9es efficacement. Voici comment ils peuvent travailler ensemble :\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Des informations am\u00e9lior\u00e9es :<\/span><\/b><span data-contrast=\"none\"> l&#8217;exploration de donn\u00e9es peut r\u00e9v\u00e9ler des mod\u00e8les de comportement des clients, tandis que l&#8217;exploration des processus peut montrer comment ces comportements influencent les flux de travail.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Prise de d\u00e9cision strat\u00e9gique :<\/span><\/b><span data-contrast=\"none\"> La combinaison des tendances plus larges identifi\u00e9es par l&#8217;exploration de donn\u00e9es avec les informations op\u00e9rationnelles de l&#8217;exploration des processus permet une meilleure planification strat\u00e9gique.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"13\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"none\">Am\u00e9lioration continue :<\/span><\/b><span data-contrast=\"none\"> utilisez l&#8217;exploration de donn\u00e9es pour identifier les tendances \u00e0 long terme et l&#8217;exploration des processus pour rem\u00e9dier aux inefficacit\u00e9s imm\u00e9diates.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:0}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Par exemple, un d\u00e9taillant peut utiliser l&#8217;exploration de donn\u00e9es pour pr\u00e9dire la demande des clients pour certains produits et l&#8217;exploration des processus pour rationaliser les processus de gestion des stocks afin de r\u00e9pondre efficacement \u00e0 cette demande.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<h3 aria-level=\"2\"><b><span data-contrast=\"none\">Ce que cela signifie pour les entreprises\u00a0<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;134245418&quot;:true,&quot;134245529&quot;:true,&quot;335557856&quot;:16777215,&quot;335559738&quot;:120,&quot;335559739&quot;:240}\">\u00a0<\/span><\/h3>\n<p><span data-contrast=\"none\">Pour la plupart des entreprises, le message est clair : vous pouvez probablement utiliser les deux approches. L&#8217;exploration de donn\u00e9es vous aide \u00e0 comprendre votre march\u00e9 et vos clients. L&#8217;exploitation mini\u00e8re des processus vous aide \u00e0 comprendre et \u00e0 am\u00e9liorer vos op\u00e9rations.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Les entreprises qui tirent le meilleur parti de ces outils sont celles qui comprennent cette distinction et utilisent chaque outil de mani\u00e8re appropri\u00e9e. Ils utilisent l&#8217;exploration de donn\u00e9es pour rep\u00e9rer les opportunit\u00e9s et l&#8217;exploration de processus pour ex\u00e9cuter efficacement.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">En fin de compte, il ne s&#8217;agit pas de choisir entre le data mining et le process mining. Il s&#8217;agit de comprendre qu&#8217;il existe diff\u00e9rents outils pour diff\u00e9rents emplois. Tout comme vous n&#8217;essaieriez pas d&#8217;enfoncer une vis, vous ne voulez pas essayer d&#8217;utiliser l&#8217;exploration de donn\u00e9es pour comprendre vos processus ou l&#8217;exploration de processus pour pr\u00e9dire le comportement des clients.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Les entreprises les plus intelligentes utiliseront les deux, chacune pour ce qu&#8217;elle fait le mieux. Et ils gagneront parce qu&#8217;ils comprendront \u00e0 la fois leur march\u00e9 et ex\u00e9cuteront efficacement. En affaires, c&#8217;est g\u00e9n\u00e9ralement une combinaison imbattable.\u00a0<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"none\">Si vous \u00eates pr\u00eat \u00e0 passer \u00e0 l&#8217;\u00e9tape suivante dans l&#8217;am\u00e9lioration de vos processus d&#8217;affaires, <\/span><a href=\"https:\/\/www.igrafx.com\/fr\/process360live\/\"><b><span data-contrast=\"none\">la plateforme d&#8217;intelligence des processus d&#8217;iGrafx<\/span><\/b><\/a><span data-contrast=\"none\"> peut vous aider \u00e0 transformer vos op\u00e9rations et \u00e0 les aligner sur vos strat\u00e9gies d&#8217;affaires. <\/span><a href=\"https:\/\/www.igrafx.com\/fr\/book-a-demo\/\"><b><span data-contrast=\"none\">R\u00e9servez une d\u00e9mo d\u00e8s aujourd&#8217;hui<\/span><\/b><\/a><span data-contrast=\"none\"> pour d\u00e9couvrir comment le Process Mining peut d\u00e9bloquer de nouvelles opportunit\u00e9s pour votre entreprise.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335557856&quot;:16777215,&quot;335559738&quot;:0,&quot;335559739&quot;:216}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Aujourd&#8217;hui, les entreprises sont submerg\u00e9es par les donn\u00e9es et les processus. Ils collectent des flux infinis d&#8217;informations : clics des clients, chiffres de vente, indicateurs des employ\u00e9s et journaux syst\u00e8me. Dans le m\u00eame temps, leurs processus commerciaux deviennent plus complexes : les commandes passent par des dizaines d&#8217;\u00e9tapes, les demandes de service client rebondissent entre [&hellip;]<\/p>\n","protected":false},"author":36,"featured_media":64965,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","_searchwp_excluded":"","footnotes":""},"categories":[11],"tags":[],"class_list":["post-68502","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classifiee"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.igrafx.com\/fr\/wp-json\/wp\/v2\/posts\/68502","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.igrafx.com\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.igrafx.com\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.igrafx.com\/fr\/wp-json\/wp\/v2\/users\/36"}],"replies":[{"embeddable":true,"href":"https:\/\/www.igrafx.com\/fr\/wp-json\/wp\/v2\/comments?post=68502"}],"version-history":[{"count":1,"href":"https:\/\/www.igrafx.com\/fr\/wp-json\/wp\/v2\/posts\/68502\/revisions"}],"predecessor-version":[{"id":68506,"href":"https:\/\/www.igrafx.com\/fr\/wp-json\/wp\/v2\/posts\/68502\/revisions\/68506"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.igrafx.com\/fr\/wp-json\/wp\/v2\/media\/64965"}],"wp:attachment":[{"href":"https:\/\/www.igrafx.com\/fr\/wp-json\/wp\/v2\/media?parent=68502"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.igrafx.com\/fr\/wp-json\/wp\/v2\/categories?post=68502"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.igrafx.com\/fr\/wp-json\/wp\/v2\/tags?post=68502"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}