{"id":4492,"date":"2023-07-10T17:57:01","date_gmt":"2023-07-10T15:57:01","guid":{"rendered":"https:\/\/cirpicme.org\/?page_id=4492"},"modified":"2023-07-10T18:00:43","modified_gmt":"2023-07-10T16:00:43","slug":"leveraging-data-to-enhance-rule-based-order-consolidation-in-logistics-operations","status":"publish","type":"page","link":"https:\/\/cirpicme.org\/index.php\/video-presentations-session\/leveraging-data-to-enhance-rule-based-order-consolidation-in-logistics-operations\/","title":{"rendered":"Leveraging Data to Enhance Rule-Based Order Consolidation in Logistics Operations"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><em>by <\/em><span style=\"text-decoration: underline;\">Klaudia Zeleny<\/span>, J\u00falia Bergmann, D\u00e1vid Gyulai, Maik Frye, Robert H. Schmitt<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Abstract<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Similar to other domains, logistics operations generate a huge amount of data that is valuable for process digitization. Order consolidation is the process of transforming orders into packages, and it must comply with several rules. Some of these rules rely on logistics experts\u2019 routines and individual knowledge that is typically hard to automate. This paper conducts a framework to model logistics network from transportation log data to support data-driven decision making. The required data pre-processing steps are discussed to learn the current consolidation rules. The ultimate goal of the research is to identify efficient consolidation rules assuming stochastic parameters.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Keywords<\/strong>: logistics operation; temporal networks; data model<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Video presentation<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/cirpicme.org\/wp-content\/uploads\/2023\/06\/Christoph_-Kellermann.mp4\"><\/video><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Presenting author<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-background\" style=\"background-color:#f3f4f5\"><tbody><tr><td><\/td><td><\/td><td><\/td><\/tr><tr><td><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" class=\"wp-image-4493\" style=\"width: 150px;\" src=\"https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2023\/07\/K.Zeleny.jpeg?resize=150%2C150&#038;ssl=1\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2023\/07\/K.Zeleny.jpeg?w=800&amp;ssl=1 800w, https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2023\/07\/K.Zeleny.jpeg?resize=300%2C300&amp;ssl=1 300w, https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2023\/07\/K.Zeleny.jpeg?resize=150%2C150&amp;ssl=1 150w, https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2023\/07\/K.Zeleny.jpeg?resize=768%2C768&amp;ssl=1 768w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/td><td><strong>Name:<\/strong><br><br><strong>Affiliation:<\/strong><br><br><strong>Email:<\/strong><\/td><td>Klaudia Zeleny<br><br>Corvinus University of Budapest, Hungary<br><br>&#8212;<\/td><\/tr><tr><td><\/td><td><\/td><td><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>by Klaudia Zeleny, J\u00falia Bergmann, D\u00e1vid Gyulai, Maik Frye, Robert H. Schmitt Abstract Similar to other domains, logistics operations generate a huge amount of data that is valuable for process digitization. Order consolidation is the process of transforming orders into packages, and it must comply with several rules. Some of&#8230;<\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/cirpicme.org\/index.php\/video-presentations-session\/leveraging-data-to-enhance-rule-based-order-consolidation-in-logistics-operations\/\"><span>Continue reading<\/span><i class=\"crycon-right-dir\"><\/i><\/a> <\/p>\n","protected":false},"author":296,"featured_media":0,"parent":4281,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"nf_dc_page":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-4492","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages\/4492","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/users\/296"}],"replies":[{"embeddable":true,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/comments?post=4492"}],"version-history":[{"count":1,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages\/4492\/revisions"}],"predecessor-version":[{"id":4494,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages\/4492\/revisions\/4494"}],"up":[{"embeddable":true,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages\/4281"}],"wp:attachment":[{"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/media?parent=4492"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}