{"id":7543,"date":"2022-01-13T15:15:11","date_gmt":"2022-01-13T14:15:11","guid":{"rendered":"https:\/\/www.livejourney.com\/?p=7543"},"modified":"2022-12-13T18:12:30","modified_gmt":"2022-12-13T17:12:30","slug":"how-does-process-mining-leverage-data","status":"publish","type":"post","link":"https:\/\/livejourney.com\/fr\/comment-le-process-mining-exploite-la-data\/","title":{"rendered":"Comment le Process Mining exploite la data ?"},"content":{"rendered":"
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La data : \u00ab l\u2019or noir \u00bb du si\u00e8cle<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Les entreprises Google, Facebook et Tencent ont r\u00e9cemment int\u00e9gr\u00e9 le top 10 mondial des capitalisations boursi\u00e8res. Elles ont toutes les 3 un point commun : leur business model est essentiellement bas\u00e9 sur la donn\u00e9e !<\/p>

Cette derni\u00e8re a \u00e9t\u00e9 qualifi\u00e9e d\u2019\u201dor noir\u201d<\/strong>du 21\u00e8me si\u00e8cle : il est effectivement difficile pour les entreprises aujourd\u2019hui de se passer de ce \u201ccarburant\u201d num\u00e9rique qui constitue un v\u00e9ritable levier de croissance et qui a fait la fortune de certains. La donn\u00e9e est aujourd\u2019hui d\u2019une grande vari\u00e9t\u00e9, accessible facilement et parfois en temps r\u00e9el.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\t\t\t\t\t\t\"Livejourney\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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\u00a0<\/p>

\u00a0<\/p>

En effet, l\u2019\u00e9volution du volume de donn\u00e9es num\u00e9riques disponible est exponentielle. Comme le montre le sch\u00e9ma, la croissance a \u00e9t\u00e9 de plus de 3 100% en seulement 10 ans ! Pour mieux imaginer les donn\u00e9es de ce graphique, comparons la capacit\u00e9 de stockage d\u2019un smartphone en g\u00e9n\u00e9ral entre entre 30 Go et 512 Go \u00e0 la donn\u00e9e g\u00e9n\u00e9r\u00e9e par les objets connect\u00e9s en 2025, le zettaoctet correspondant lui \u00e0 1 000 milliard de Go<\/em><\/p>

Alors qu\u2019un smartphone fait environ 64Go, les donn\u00e9es IoT repr\u00e9senteront 79 Zo en 2025 soit : 79 000 millards de Go (IDC market research).<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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L\u2019enjeu pour les entreprises n\u2019est donc plus de collecter la data mais d\u2019\u00eatre capable d\u2019en tirer le meilleur profit et ce n\u2019est pas toujours facile. Une \u00e9tude de Forrester de 2021 montre qu\u2019une entreprise sur deux serait incapable d\u2019exploiter ne serait-ce que ces propres donn\u00e9es clients provenant du CRM. Or et toujours selon la m\u00eame \u00e9tude, 8 entreprises sur 10 d\u00e9clarent donner la priorit\u00e9 aux informations bas\u00e9es sur la donn\u00e9e pour prendre leurs d\u00e9cisions. Le paradoxe est alors flagrant : la d\u00e9cision est rendue difficile voire impossible \u00e0 cause de la donn\u00e9e !<\/strong><\/p>

Forbes dans un article de d\u00e9cembre 2021 identifie plusieurs tendances pour parvenir \u00e0 tirer profit de cette donn\u00e9e en 2022 : deux d\u2019entre elles sont\u00a0l'automatisation<\/strong>\u00a0et\u00a0temps r\u00e9el<\/strong>.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Le Process Mining et la data<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Ces deux facteurs cl\u00e9s de succ\u00e8s dans l\u2019exploitation de la donn\u00e9e sont omnipr\u00e9sents dans le Process Mining<\/strong>Ce dernier est une technologie qui r\u00e9cup\u00e8re les logs pr\u00e9sents dans les syst\u00e8mes d\u2019information et les applications des entreprises. Elle permet d\u2019identifier et de mapper en temps r\u00e9el<\/strong> l\u2019ensemble de l\u2019activit\u00e9 et des processus des entreprises. La restitution est visuelle et dynamique<\/strong>et donne une vision pr\u00e9cise<\/strong> de la fa\u00e7on dont les processus sont op\u00e9r\u00e9s sur le terrain.<\/strong><\/p>

Cela permet d\u2019observer simplement les inefficacit\u00e9s<\/strong>, les redondances<\/strong> mais aussi les points d\u2019optimisation<\/strong> et l'automatisation<\/strong> \u00e0 chaque \u00e9tape de votre organisation. Le Machine Learning<\/strong> et l'IA<\/strong> compl\u00e8tent le Process Mining pour automatiser la gestion et l\u2019analyse de l\u2019ensemble des donn\u00e9es collect\u00e9es<\/strong>.<\/p>

Prenons l\u2019exemple de la chaine logistique d\u2019un ecommer\u00e7ant. Les logs informatiques vont pouvoir donner gr\u00e2ce au Process Mining une vision claire<\/strong> de ce qui se passe en temps r\u00e9el sur le terrain<\/strong>: depuis l\u2019approvisionnement jusqu\u2019\u00e0 la livraison en passant par la facturation et la pr\u00e9paration des colis. Cela montre les performances globales du processus, de faire des comparaisons en fonction des g\u00e9ographies et\/ou fournisseurs, de voire o\u00f9 sont les goulets d\u2019\u00e9tranglement mais cela permet aussi de conna\u00eetre et d\u2019analyser le parcours d\u2019un colis en particulier.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Pour en savoir plus, lisez notre Success Story sur le click-to-ship.<\/em><\/a><\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Une autre application du Process Mining est l\u2019identification de non-conformit\u00e9<\/strong> afin d'\u00e9viter toute d\u00e9viation<\/strong> de processus critiques. C\u2019est une application particuli\u00e8rement appr\u00e9ci\u00e9e dans le domaine de la Cybers\u00e9curit\u00e9<\/strong>.<\/p>

Cette derni\u00e8re se d\u00e9finit comme \u00e9tant un \u00e9tat pour un syst\u00e8me d\u2019information qui lui permet de r\u00e9sister \u00e0 des attaques ext\u00e9rieures qui pourraient compromettre<\/strong> la la v\u00e9racit\u00e9<\/strong>, la disponibilit\u00e9<\/strong> et confidentialit\u00e9<\/strong> des donn\u00e9es pr\u00e9sentes dans ces syst\u00e8mes. Il est alors essentiel et strat\u00e9gique pour l\u2019entreprise de s\u00e9curis\u00e9e<\/strong> la donn\u00e9e et de mettre en place une surveillance des processus en temps r\u00e9el<\/strong>qui vont permettre d'identifier<\/strong> et corriger<\/strong> toute d\u00e9viation de processus<\/strong>.<\/p>

Le Process Mining est donc une technologie qui s\u2019appuie sur une donn\u00e9e toujours plus riche et d\u00e9j\u00e0 pr\u00e9sente dans les syst\u00e8mes et applications des entreprises.<\/p>

Elle est pertinente pour piloter bon nombre de processus m\u00e9tiers et permet de prendre sereinement les bonnes d\u00e9cisions. Gr\u00e2ce au Process Mining, la donn\u00e9e est juste<\/strong>, bien structur\u00e9e<\/strong> et s\u00e9curis\u00e9e<\/strong>.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

Data: the “black gold” of the century Google, Facebook and Tencent have recently joined the top 10 global market capitalizations. They all have one thing in common: their business model is essentially based on data! Data has been described as the “black gold” of the 21st century: it is indeed difficult for companies today to […]<\/p>","protected":false},"author":7,"featured_media":7548,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":""},"categories":[1],"tags":[],"yoast_head":"\nHow does Process Mining leverage data? - Livejourney<\/title>\n<meta name=\"description\" content=\"Data has been described as the "black gold" of century. 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