{"id":8025,"date":"2023-12-05T20:35:58","date_gmt":"2023-12-05T20:35:58","guid":{"rendered":"https:\/\/dailyai.com\/?p=8025"},"modified":"2023-12-05T22:17:09","modified_gmt":"2023-12-05T22:17:09","slug":"machine-learning-deciphers-bordeaux-wine-origins-with-incredible-accuracy","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2023\/12\/machine-learning-deciphers-bordeaux-wine-origins-with-incredible-accuracy\/","title":{"rendered":"Maskininl\u00e4rning dechiffrerar Bordeaux-viners ursprung med otrolig noggrannhet"},"content":{"rendered":"<p><b>En maskininl\u00e4rningsalgoritm har nu visat sig kunna identifiera ursprunget f\u00f6r Bordeaux-r\u00f6dviner genom att analysera deras kemiska sammans\u00e4ttning.<\/b><\/p>\n<p><span style=\"font-weight: 400;\">Vinentusiaster \u00e4r stolta \u00f6ver att kunna uppt\u00e4cka \"r\u00f6kiga \u00f6vertoner\" eller \"toner av persika och plommon\", men AI kan lokalisera det exakta slottet som ett vin h\u00e4rstammar fr\u00e5n.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Den sp\u00e4nnande <\/span><a href=\"https:\/\/www.nature.com\/articles\/s42004-023-01051-9\"><span style=\"font-weight: 400;\">studie<\/span><\/a><span style=\"font-weight: 400;\"> under ledning av Alexandre Pouget vid University of Geneva i Schweiz uppt\u00e4ckte att viner fr\u00e5n olika egendomar i Bordeaux har unika kemiska signaturer.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Teamet analyserade 80 r\u00f6da viner fr\u00e5n 12 \u00e5rg\u00e5ngar mellan 1990 och 2007, alla med ursprung i sju k\u00e4nda Bordeaux-slott. Pouget f\u00f6rklarade studien: \"Vi var intresserade av att ta reda p\u00e5 om det finns en kemisk signatur som \u00e4r specifik f\u00f6r vart och ett av dessa slott och som \u00e4r oberoende av \u00e5rg\u00e5ng.\"\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">M\u00e5let var att ta reda p\u00e5 om viner fr\u00e5n en och samma ving\u00e5rd konsekvent uppvisar en liknande kemisk profil. Vinentusiaster har kanske h\u00f6rt talas om ordet \"terroir\", som beskriver de milj\u00f6faktorer som p\u00e5verkar en druvsk\u00f6rds fenotyp, inklusive unika milj\u00f6kontexter, en gr\u00f6das specifika v\u00e4xthabitat och till och med specifika jordbruksmetoder.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">F\u00f6r att analysera f\u00f6rekomsten eller avsaknaden av en kontinuerlig terroir i olika viner f\u00f6r\u00e5ngade teamet v\u00e4tskan f\u00f6r att separera de kemiska komponenterna, vilket resulterade i ett kromatogram f\u00f6r varje vin. Varje kromatogram, som best\u00e5r av cirka 30.000 punkter, representerar ett stort urval av olika kemiska f\u00f6reningar.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">73 av dessa kromatogram, tillsammans med information om slott och \u00e5rg\u00e5ng, anv\u00e4ndes f\u00f6r att tr\u00e4na en algoritm. Testningen av de \u00e5terst\u00e5ende sju kromatogrammen upprepades 50 g\u00e5nger med varierande vinprover.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">En kemisk grund f\u00f6r terroir\u00a0<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">N\u00e4r algoritmen v\u00e4l hade tr\u00e4nats var dess prestanda sl\u00e5ende, och den lyckades identifiera vinets ursprungsslott med 100% noggrannhet. Pouget konstaterar hur sv\u00e5rt detta \u00e4r och s\u00e4ger: \"Det \u00e4r inte s\u00e5 m\u00e5nga m\u00e4nniskor i v\u00e4rlden som kommer att kunna g\u00f6ra det h\u00e4r.\" <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Algoritmen visade ocks\u00e5 cirka 50% noggrannhet vid best\u00e4mning av \u00e5rg\u00e5ngs\u00e5ret.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Studien visade ocks\u00e5 att algoritmen effektivt kunde identifiera d\u00f6dsboet med hj\u00e4lp av endast 5% av varje kromatogram. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">Pouget menar att detta bevisar att ett vins distinkta smak och textur formas av den kollektiva koncentrationen av m\u00e5nga molekyler snarare \u00e4n bara ett f\u00e5tal viktiga molekyler - en objektiv grund f\u00f6r den sv\u00e5rf\u00e5ngade terroiren.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Dessutom kunde algoritmen klustra viner fr\u00e5n liknande regioner genom att analysera kromatogramdata. Den kunde t.ex. skilja mellan viner fr\u00e5n Garonneflodens h\u00f6gra strand, som Pomerol och St-Emilion, och viner fr\u00e5n ving\u00e5rdar p\u00e5 den v\u00e4nstra stranden, som Medoc-viner.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Denna forskning avsl\u00f6jar det djupg\u00e5ende inflytandet av terroir - som omfattar lokal geografi, klimat, mikrober och vinframst\u00e4llningsmetoder - p\u00e5 ett vins unika smakprofil. <\/span><span style=\"font-weight: 400;\">N\u00e4sta steg kan vara att uppt\u00e4cka vilka f\u00f6reningar som uppvisar dessa effekter och deras ursprung.\u00a0<\/span><\/p>\n<p>AI kan vara den nya sommelieren, och det blir aldrig baksm\u00e4lla.<\/p>","protected":false},"excerpt":{"rendered":"<p>En maskininl\u00e4rningsalgoritm har nu visat sig ha f\u00f6rm\u00e5gan att identifiera ursprunget f\u00f6r Bordeaux-r\u00f6dviner genom att analysera deras kemiska sammans\u00e4ttning. Vinentusiaster \u00e4r stolta \u00f6ver att uppt\u00e4cka \"r\u00f6kiga \u00f6vertoner\" eller \"toner av persika och plommon\", men AI kan lokalisera det exakta slottet som ett vin h\u00e4rstammar fr\u00e5n.  Den sp\u00e4nnande studien som leddes av Alexandre Pouget vid University of Geneva i Schweiz uppt\u00e4ckte att viner fr\u00e5n olika egendomar i Bordeaux har unika kemiska signaturer.  Teamet analyserade 80 r\u00f6da viner fr\u00e5n 12 \u00e5rg\u00e5ngar mellan 1990 och 2007, alla med ursprung i sju k\u00e4nda Bordeaux-slott. Pouget f\u00f6rklarade studien: \"Vi var intresserade av<\/p>","protected":false},"author":2,"featured_media":8026,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[88],"tags":[105],"class_list":["post-8025","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ethics","tag-machine-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Machine learning deciphers Bordeaux wine origins with incredible accuracy | DailyAI<\/title>\n<meta name=\"description\" content=\"A machine-learning algorithm has now demonstrated the capability to identify the origin of Bordeaux red wines by analyzing their chemical makeup.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/sv\/2023\/12\/machine-learning-deciphers-bordeaux-wine-origins-with-incredible-accuracy\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Machine learning deciphers Bordeaux wine origins with incredible accuracy | DailyAI\" \/>\n<meta property=\"og:description\" content=\"A machine-learning algorithm has now demonstrated the capability to identify the origin of Bordeaux red wines by analyzing their chemical makeup.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/sv\/2023\/12\/machine-learning-deciphers-bordeaux-wine-origins-with-incredible-accuracy\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-12-05T20:35:58+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-12-05T22:17:09+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/12\/pexels-markus-spiske-121191-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1772\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Sam Jeans\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" content=\"Skriven av\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sam Jeans\" \/>\n\t<meta name=\"twitter:label2\" content=\"Ber\u00e4knad l\u00e4stid\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minuter\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"NewsArticle\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/12\\\/machine-learning-deciphers-bordeaux-wine-origins-with-incredible-accuracy\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/12\\\/machine-learning-deciphers-bordeaux-wine-origins-with-incredible-accuracy\\\/\"},\"author\":{\"name\":\"Sam Jeans\",\"@id\":\"https:\\\/\\\/dailyai.com\\\/#\\\/schema\\\/person\\\/711e81f945549438e8bbc579efdeb3c9\"},\"headline\":\"Machine learning deciphers Bordeaux wine origins with incredible accuracy\",\"datePublished\":\"2023-12-05T20:35:58+00:00\",\"dateModified\":\"2023-12-05T22:17:09+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/12\\\/machine-learning-deciphers-bordeaux-wine-origins-with-incredible-accuracy\\\/\"},\"wordCount\":449,\"publisher\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/dailyai.com\\\/2023\\\/12\\\/machine-learning-deciphers-bordeaux-wine-origins-with-incredible-accuracy\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/dailyai.com\\\/wp-content\\\/uploads\\\/2023\\\/12\\\/pexels-markus-spiske-121191-scaled.jpg\",\"keywords\":[\"machine learning\"],\"articleSection\":[\"Ethics &amp; 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