{"id":94211,"date":"2021-04-15T12:00:00","date_gmt":"2021-04-15T10:00:00","guid":{"rendered":"https:\/\/industry-science.com\/artikel\/machine-learning-in-supply-chain-management-an-overview-of-existing-approaches-based-on-the-scor-model\/"},"modified":"2024-09-25T14:16:11","modified_gmt":"2024-09-25T12:16:11","slug":"machine-learning-in-supply-chain-management-an-overview-of-existing-approaches-based-on-the-scor-model","status":"publish","type":"article","link":"https:\/\/industry-science.com\/en\/articles\/machine-learning-in-supply-chain-management-an-overview-of-existing-approaches-based-on-the-scor-model\/","title":{"rendered":"Machine Learning in Supply Chain Management"},"content":{"rendered":"<p><!-- GITO PUB shortened content start --><\/p>\n<div class=\"gito-pub-frontend-post-protected\"><\/div>\n<p><!-- GITO PUB shortened content end --><\/p>\n<div style=\"display:block;text-align:center !important;margin:30px 0;\">\n<div style=\"display:inline-block;border:1px solid #555;padding:10px;max-width:600px;text-align:left;\">\n<h2 class=\"gito-pub-download-section\"><center>Access limited<\/center><\/h2>\n<p>You are currently <strong>not logged in \/ not yet registered<\/strong>.<\/p>\n<p>In order to download the desired file(s), you must be logged in and have an appropriate inclusive subscription. 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Based on the SCOR model, exemplary approaches are described as a guidance and suitable machine learning methods are presented.<\/p>\n","protected":false},"featured_media":96031,"menu_order":0,"template":"","categories":[],"tags":[80135,79322,79574,80136,80137,80138],"product_cat":[3300],"topic":[],"technology":[67790,71297],"knowhow":[],"industry":[],"writer":[83325,83326],"content-type":[],"potential":[],"solution":[67610],"glossary":[],"class_list":["post-94211","article","type-article","status-publish","has-post-thumbnail","tag-artificial-neural-networks-en","tag-kuenstliche-neuronale-netze-en","tag-machine-learning-en","tag-regression-en","tag-scor-en","tag-supply-chain-management-en","product_cat-article","technology-artificial-intelligence","technology-machine-learning","writer-benjamin-seifert-en","writer-theo-lutz-en","solution-logistik-en","product","first","instock","downloadable","virtual","sold-individually","taxable","purchasable","product-type-article"],"uagb_featured_image_src":{"full":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788.jpg",1400,788,false],"thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-150x150.jpg",150,150,true],"medium":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-666x375.jpg",666,375,true],"medium_large":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-768x432.jpg",768,432,true],"large":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-1024x576.jpg",1020,574,true],"front-page-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-1032x320.jpg",1032,320,true],"post-entry":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-764x376.jpg",764,376,true],"post-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-392x320.jpg",392,320,true],"post-teaser-mobile":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-608x496.jpg",608,496,true],"post-custom-size":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-640x325.jpg",640,325,true],"whitepaper-teaser":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-274x376.jpg",274,376,true],"card-big":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-514x292.jpg",514,292,true],"card-portrait":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-320x440.jpg",320,440,true],"card-big-company":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-514x289.jpg",514,289,true],"gp-listing":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-196x180.jpg",196,180,true],"1536x1536":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788.jpg",1400,788,false],"2048x2048":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788.jpg",1400,788,false],"woocommerce_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-510x510.jpg",510,510,true],"woocommerce_single":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-510x287.jpg",510,287,true],"woocommerce_gallery_thumbnail":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-100x100.jpg",100,100,true],"dgwt-wcas-product-suggestion":["https:\/\/industry-science.com\/wp-content\/uploads\/2024\/03\/seifert-Maschinelles-Lernen-im-Supply-Chain-Management-IM_2021_2-1400x788-64x36.jpg",64,36,true]},"uagb_author_info":{"display_name":"Christoph Brocks","author_link":"https:\/\/industry-science.com\/en\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"With increasing availability of data, the use of machine learning to optimize supply chains becomes attractive, as the accuracy of data analysis can be increased and simultaneously the effort can be reduced. 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