{"id":34,"date":"2014-08-11T12:22:06","date_gmt":"2014-08-11T12:22:06","guid":{"rendered":"http:\/\/ertekprojects.com\/veri-bilimi\/?p=34"},"modified":"2022-04-09T10:59:22","modified_gmt":"2022-04-09T10:59:22","slug":"veri-gorsellestirmesi-ve-bilgi-gorsellestirmesi-cizge-gorsellestirmesi","status":"publish","type":"post","link":"https:\/\/ertekprojects.com\/veri-bilimi\/blog\/veri-gorsellestirmesi-ve-bilgi-gorsellestirmesi-cizge-gorsellestirmesi\/","title":{"rendered":"Veri G\u00f6rselle\u015ftirmesi ve Bilgi G\u00f6rselle\u015ftirmesi \u2013 \u00c7izge G\u00f6rselle\u015ftirmesi"},"content":{"rendered":"<p><a href=\"https:\/\/ertekprojects.com\/veri-bilimi\/wp-content\/uploads\/2014\/08\/cizge_gorsellestirmesi.png\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-35\" src=\"https:\/\/ertekprojects.com\/veri-bilimi\/wp-content\/uploads\/2014\/08\/cizge_gorsellestirmesi.png\" alt=\"\u00c7izge (graf) g\u00f6rselle\u015ftirmesi\" width=\"629\" height=\"355\" srcset=\"https:\/\/ertekprojects.com\/veri-bilimi\/wp-content\/uploads\/2014\/08\/cizge_gorsellestirmesi.png 629w, https:\/\/ertekprojects.com\/veri-bilimi\/wp-content\/uploads\/2014\/08\/cizge_gorsellestirmesi-300x169.png 300w\" sizes=\"auto, (max-width: 629px) 100vw, 629px\" \/><\/a><\/p>\n<p>Ge\u00e7en yaz\u0131m\u0131zda veri g\u00f6rselle\u015ftirmesi (<a title=\"data visualization\" href=\"http:\/\/en.wikipedia.org\/wiki\/Data_visualization\" target=\"_blank\" rel=\"noopener noreferrer\">data visualization<\/a>) ve bilgi g\u00f6rselle\u015ftirmesi (<a title=\"Information Visualization\" href=\"http:\/\/en.wikipedia.org\/wiki\/Information_visualization\" target=\"_blank\" rel=\"noopener noreferrer\">information visualization<\/a>) terimlerini sizlere tan\u0131tm\u0131\u015f, veri g\u00f6rselle\u015ftirmesinin ne oldu\u011funu bir \u00f6rnekle anlatm\u0131\u015f, ve daha sonra aralar\u0131ndaki fark\u0131 anlataca\u011f\u0131m\u0131z\u0131 belirtmi\u015ftik.<\/p>\n<p>Bu yaz\u0131m\u0131zda, ge\u00e7en yaz\u0131m\u0131zda sordu\u011fumuz ikinci sorunun yan\u0131t\u0131n\u0131 verece\u011fiz. \u00c7ok basit ikinci bir \u00f6rnekle veri g\u00f6rselle\u015ftirmesinin ne oldu\u011funu a\u00e7t\u0131ktan sonra veri g\u00f6rselle\u015ftirmesi ve bilgi g\u00f6rselle\u015ftirmesi aras\u0131ndaki fark\u0131 \u00e7ok basit iki \u00f6rnekle g\u00f6sterece\u011fiz.<\/p>\n<p>Hat\u0131rlarsak, bu iki kavram\u0131n \u00f6z\u00fc ayn\u0131: Elimizdeki veri ya da bilgileri g\u00f6rsel ara\u00e7larla g\u00f6sterip, buradan \u00e7\u0131kar\u0131mlar yapabilmek, kavray\u0131\u015flara (insights) eri\u015febilmek, ve bize faydal\u0131 olabilecek hareket tarzlar\u0131n (policy) ve stratejilere (strategy) ula\u015fabilmek.<\/p>\n<p>Gelin, hem veri ve hem de bilgi g\u00f6rselle\u015ftirmesi olarak kategorize edebilece\u011fimiz bir \u00f6rnek sunal\u0131m. Yukar\u0131da bir g\u00f6rselle\u015ftirme g\u00f6r\u00fcyorsunuz. Bu grafik g\u00f6rselle\u015ftirme, <a title=\"\u0130stanbul Sanayi Odas\u0131\" href=\"http:\/\/iso.org.tr\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u0130stanbul Sanayi Odas\u0131 (\u0130SO)<\/a> taraf\u0131ndan her y\u0131l yay\u0131nlanan T\u00fcrkiye\u2019nin 500 B\u00fcy\u00fck Sanayi Kurulu\u015fu verisinden olu\u015fturulmu\u015ftur. Her bir daire, &#8220;bisk\u00fcvi, \u00e7ikolata, at\u0131\u015ft\u0131rmal\u0131k&#8221; kategorisinde yer alan bir g\u0131da firmas\u0131n\u0131 g\u00f6stermektedir. Dairelerden beyaz renkli olanlar, operasyonel verimlili\u011fi di\u011ferlerine g\u00f6re en y\u00fcksek olan verimli firmalard\u0131r. Di\u011ferleri ise verimlilik konusunda kendini geli\u015ftirebilecek firmalard\u0131r. A dairesinden B dairesine her bir ok ise, A firmas\u0131n\u0131n B firmas\u0131n\u0131 kendisine \u00f6rnek alabilece\u011fini belirtmektedir.<\/p>\n<p>Bu grafik, \u00e7izge (graf) g\u00f6rselle\u015ftirmesine (<a href=\"http:\/\/en.wikipedia.org\/wiki\/Graph_drawing\" target=\"_blank\" rel=\"noopener noreferrer\">graph visualization, graph drawing<\/a>) bir \u00f6rnektir, ve hem veri ve hem de bilgi g\u00f6rselle\u015ftirmesi \u00f6rne\u011fi olarak d\u00fc\u015f\u00fcn\u00fclebilir. Zira g\u00f6rselle\u015ftirilen, hem veri ve hem de bilgi olarak kategorize edilebilir.<\/p>\n<p>\u015eimdi, bilgi g\u00f6rselle\u015ftirmesi olarak nitelendirilebilecek, fakat veri g\u00f6rselle\u015ftirmesi olarak nitelendirilemeyecek bir grafik \u00f6rne\u011fi g\u00f6relim:<\/p>\n<p><a href=\"http:\/\/www.edudemic.com\/wp-content\/uploads\/2013\/06\/620x593xgood-infographic-620x593.png.pagespeed.ic.XKyW8_Wk0q.png\" target=\"_blank\" rel=\"noopener noreferrer\">http:\/\/www.edudemic.com\/wp-content\/uploads\/2013\/06\/620x593xgood-infographic-620&#215;593.png.pagespeed.ic.XKyW8_Wk0q.png<\/a><\/p>\n<p>Burada bir ham veri de\u011fil, bir bilgi g\u00f6rselletirilmi\u015ftir.<\/p>\n<p>\u015eimdi de veri g\u00f6rselle\u015ftirmesi olarak nitelendirilebilecek, fakat bilgi g\u00f6rselle\u015ftirmesi olarak nitelendirilemeyecek birka\u00e7 grafik \u00f6rne\u011fi g\u00f6relim:<\/p>\n<p><a href=\"http:\/\/prattmiller.com\/veils\/default\/modeling\/cfd\" target=\"_blank\" rel=\"noopener noreferrer\">http:\/\/prattmiller.com\/veils\/default\/modeling\/cfd<\/a><\/p>\n<p>Buradaki g\u00f6rselle\u015ftirmeler bir bilginin de\u011fil, sadece ham verinin g\u00f6sterimini kapsamaktad\u0131r. Bu sebeple sadece veri g\u00f6rselle\u015ftirmesi olarak kategorize etmek uygun olacakt\u0131r.<\/p>\n<p>\u00d6zet olarak, g\u00f6rselle\u015ftirilen \u015fey, sadece veri, sadece bilgi, ya da hem veri ve hem de bilgi olarak kategorize ediliyor olabilir, ve isimlendirme de buna g\u00f6re yap\u0131l\u0131r. B\u00f6ylece, veri g\u00f6rsell\u015ftirmesi ve bilgi g\u00f6rselle\u015ftirmesi aras\u0131ndaki fark\u0131 da \u00f6rneklerle a\u00e7\u0131klam\u0131\u015f olduk, ve bu arada \u00e7izge (graf) g\u00f6rselle\u015ftirmesine de \u00f6rnek verdik.<\/p>\n<p><strong>Bu grafi\u011fin yer ald\u0131\u011f\u0131 makaleyi (<strong>\u0130ngilizce<\/strong>) okuyabilirsiniz:<\/strong><\/p>\n<p><a title=\"Industrial Benchmarking through Information Visualization and Data Envelopment Analysis: A New Framework\" href=\"http:\/\/ertekprojects.com\/gurdal-ertek-publications\/blog\/2014\/07\/14\/industrial-benchmarking-through-information-visualization-and-data-envelopment-analysis-a-new-framework\/\" target=\"_blank\" rel=\"noopener noreferrer\">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).<\/a><\/p>\n<p><strong>Veri Bilimi Blog\u2019unu Facebook\u2019tan takip i\u00e7in \u201cLike\u201d edebilirsiniz:<\/strong><\/p>\n<p><a title=\"Veri-Bilimi.org - Dr. G\u00fcrdal Ertek'in Veri Bilimi Blog'u\" href=\"https:\/\/www.facebook.com\/pages\/Veri-Bilimi\/1446007435677205?ref_type=bookmark\" target=\"_blank\" rel=\"noopener noreferrer\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-67 size-full\" src=\"https:\/\/ertekprojects.com\/yurtdisiegitimyasam\/wp-content\/uploads\/2014\/07\/facebook.png\" alt=\"Yurtd\u0131siEgitimYasam.com Facebook Sayfas\u0131\" width=\"167\" height=\"72\" \/><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ge\u00e7en yaz\u0131m\u0131zda veri g\u00f6rselle\u015ftirmesi (data visualization) ve bilgi g\u00f6rselle\u015ftirmesi (information visualization) terimlerini sizlere tan\u0131tm\u0131\u015f, veri g\u00f6rselle\u015ftirmesinin ne oldu\u011funu bir \u00f6rnekle<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"colormag_page_container_layout":"default_layout","colormag_page_sidebar_layout":"default_layout","footnotes":""},"categories":[17,16],"tags":[30,31],"class_list":["post-34","post","type-post","status-publish","format-standard","hentry","category-cizge-gorsellestirmesi","category-veri-gorsellestirmesi","tag-veri-bilimi","tag-veri-gorsellestirme"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - 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