{"id":141,"date":"2014-01-01T10:00:24","date_gmt":"2014-01-01T10:00:24","guid":{"rendered":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/?p=141"},"modified":"2022-02-20T00:40:23","modified_gmt":"2022-02-20T00:40:23","slug":"industrial-benchmarking-through-information-visualization-and-data-envelopment-analysis-a-new-framework","status":"publish","type":"post","link":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/industrial-benchmarking-through-information-visualization-and-data-envelopment-analysis-a-new-framework\/","title":{"rendered":"Industrial Benchmarking through Information Visualization and Data Envelopment Analysis:\u00a0 A New Framework"},"content":{"rendered":"<p>We present a benchmarking study on the companies in the Turkish food industry based on their financial data. Our aim is to develop a comprehensive benchmarking framework using Data Envelopment Analysis (DEA) and information visualization. Besides DEA, a traditional tool for financial benchmarking based on financial ratios is also incorporated. The consistency\/inconsistency between the two methodologies is investigated using information visualization tools. In addition, k-means clustering, a fundamental method from machine learning, is applied to understand the relationship between k-means clustering and DEA.<\/p>\n<p><strong>Ertek G., Sevin\u00e7, M., Ulus, F., K\u00f6se, \u00d6., \u015eahin, G. (2014) \u201cIndustrial Benchmarking through Information Visualization and Data Envelopment Analysis: A New Framework\u201d, in I. Osman, A.L. Anouze and A. Emrouznejad (eds.) Strategic Performance Management and Measurement Using Data Envelopment Analysis, DOI: 10.4018\/978-1-4666-4474-8, ISBN13: 9781466644748, IGI_Global (In Press).<\/strong><\/p>\n<p><em>Note: This is the final draft version of this paper. Please cite this paper (or this final draft) as above. <\/em><\/p>\n<p><em>Download<\/em><br \/>\n<a href=\"https:\/\/ertekprojects.com\/ftp\/papers\/2014\/ertek_et_al_ISO_food_paper_v24.pdf\">Industrial Benchmarking through Information Visualization and Data Envelopment Analysis: A New Framework<\/a><\/p>\n<p>Dr. G\u00fcrdal Ertek recommends the following related books:<\/p>\n<ul>\n<li><a href=\"http:\/\/amzn.to\/2DPqXA6\"><em>Introduction to Data Envelopment Analysis and Its Uses: With DEA-Solver Software and References 2006th Edition<\/em><\/a><\/li>\n<li><a href=\"http:\/\/amzn.to\/2DOcDI3\"><em>Information Visualization: Design for Interaction (2nd Edition) 2nd Edition<\/em><\/a><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We present a benchmarking study on the companies in the Turkish food industry based on their financial data. Our aim is to develop a comprehensive benchmarking framework using Data Envelopment Analysis (DEA) and information visualization. Besides DEA, a traditional tool for financial benchmarking based on financial ratios is also incorporated. The consistency\/inconsistency between the two [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":67,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-141","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/posts\/141","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/comments?post=141"}],"version-history":[{"count":0,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/posts\/141\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/media\/67"}],"wp:attachment":[{"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/media?parent=141"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/categories?post=141"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/wp-json\/wp\/v2\/tags?post=141"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}