{"id":1199,"date":"2019-09-30T18:37:17","date_gmt":"2019-09-30T18:37:17","guid":{"rendered":"https:\/\/verimadenciligi.tovak.org\/?p=1199"},"modified":"2019-10-08T16:33:08","modified_gmt":"2019-10-08T16:33:08","slug":"iv-disiplinlerarasi-uygulamali-veri-madenciligi-calistayi-basariyla-gerceklestirildi","status":"publish","type":"post","link":"https:\/\/verimadenciligi.tovak.org\/?p=1199","title":{"rendered":"IV. Disiplinleraras\u0131 Uygulamal\u0131 Veri Madencili\u011fi \u00c7al\u0131\u015ftay\u0131 Ba\u015far\u0131yla Ger\u00e7ekle\u015ftirildi"},"content":{"rendered":"\n<p>IV. Disiplinleraras\u0131 Uygulamal\u0131 Veri Madencili\u011fi\n\u00c7al\u0131\u015ftay\u0131; \u00c7al\u0131\u015ftay; <a href=\"https:\/\/www.tbd.org.tr\/veri-bilimi-calisma-grubu\/\" target=\"_blank\" rel=\"noreferrer noopener\">T\u00fcrkiye Bili\u015fim Derne\u011fi \u0130stanbul\n\u015eubesi Veri Bilimi \u00c7al\u0131\u015fma Grubu<\/a>, <a href=\"http:\/\/www.tovak.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">T\u00fcrkiye\nToplum Hizmetleri Vakf\u0131 (TOVAK)<\/a> ve <a href=\"https:\/\/gelisim.edu.tr\/\">\u0130stanbul Geli\u015fim \u00dcniversitesi<\/a> i\u015fbirli\u011fi\nile 25 A\u011fustos &#8211; 1 Eyl\u00fcl 2019 tarihleri aras\u0131nda TOVAK Uluslararas\u0131 Marmaris\nAkademisi\u2019nde ba\u015far\u0131yla ger\u00e7ekle\u015ftirilmi\u015ftir. Bu y\u0131l d\u00f6rd\u00fcnc\u00fcs\u00fc d\u00fczenlenen\n\u00e7al\u0131\u015ftaya T\u00fcrkiye\u2019nin \u00e7e\u015fitli illerinden farkl\u0131 \u00fcniversitelerden akademisyenler\nve sekt\u00f6rden konuyla ilgili ara\u015ft\u0131rmac\u0131lar kat\u0131lm\u0131\u015ft\u0131r. Kat\u0131l\u0131mc\u0131lar,\ne\u011fitmenler e\u015fli\u011finde \u00e7al\u0131\u015ftay i\u00e7in haz\u0131rlanan uygulamalar\u0131 kendi\nbilgisayarlar\u0131nda deneme f\u0131rsat\u0131 bulmu\u015ftur. T\u00fcm sunumlar, R kodlar\u0131, KNIME\nuygulamalar\u0131 ve veri setleri kat\u0131l\u0131mc\u0131lar ile payla\u015f\u0131lm\u0131\u015ft\u0131r.<\/p>\n\n\n\n<p><strong>\u0130lk g\u00fcn \u00e7al\u0131\u015ftay a\u00e7\u0131l\u0131\u015f\u0131<\/strong> <em>\u0130stanbul\n\u00dcniversitesi \u0130\u015fletme Fak\u00fcltesi emekli \u00f6\u011fretim \u00fcyesi ve \u0130stanbul Geli\u015fim\n\u00dcniversitesi \u00f6\u011fretim \u00fcyesi Prof. Dr. M. Erdal BALABAN<\/em> taraf\u0131ndan\nger\u00e7ekle\u015ftirilmi\u015ftir. <em>Dr. BALABAN<\/em>;\nveri madencili\u011fine giri\u015f konusunda yapt\u0131\u011f\u0131 sunumda \u00f6ncelikle <strong>veri\nbilimi<\/strong>, <strong>veri madencili\u011fi<\/strong>,<strong> makine \u00f6\u011frenmesi<\/strong>\ngibi g\u00fcn\u00fcm\u00fczde i\u00e7 i\u00e7e ge\u00e7mi\u015f ve ara\u015ft\u0131rmac\u0131lar taraf\u0131ndan \u00fczerinde \u00e7ok\u00e7a\ntart\u0131\u015f\u0131lan kavramlar\u0131 ele alm\u0131\u015ft\u0131r. Sonras\u0131nda, <strong>veri madencili\u011fi s\u00fcreci<\/strong>ni,\nveri madencili\u011fi uygulama alanlar\u0131ndan <strong>s\u0131n\u0131fland\u0131rma<\/strong>, <strong>k\u00fcmeleme\n<\/strong>ve <strong>birliktelik kurallar\u0131<\/strong>n\u0131 a\u00e7\u0131klam\u0131\u015ft\u0131r. Veri\nmadencili\u011finde elde edilen <strong>modellerin performans de\u011ferlendirme\ny\u00f6ntemleri ve performans de\u011ferlendirme \u00f6l\u00e7\u00fcleri<\/strong> hakk\u0131nda bilgi vererek\nsunumunu tamamlam\u0131\u015ft\u0131r. Ard\u0131ndan <em>Marmara \u00dcniversitesi \u0130\u015fletme Enformati\u011fi\nB\u00f6l\u00fcm\u00fc\u2019nden Ar\u015f. G\u00f6r. \u0130lkim Ecem EMRE <\/em>taraf\u0131ndan R programlama diline giri\u015f\nyap\u0131lm\u0131\u015ft\u0131r. \u00d6\u011fleden sonraki ilk oturumda <em>Prof. Dr. M. Erdal BALABAN<\/em><em> ve Ar\u015f. G\u00f6r. \u0130lkim\nEcem EMRE taraf\u0131ndan<\/em> R programlama diline \u00fczerinde uygulama yap\u0131larak,\n\u00e7al\u0131\u015fmalara devam edilmi\u015ftir. En son oturumda kat\u0131l\u0131mc\u0131larla at\u00f6lye \u00e7al\u0131\u015fmas\u0131\nyap\u0131lm\u0131\u015ft\u0131r.<\/p>\n\n\n\n<p>\u00c7al\u0131\u015ftay\u0131n ikinci g\u00fcn\u00fc sabah oturumunda; <em>Marmara\n\u00dcniversitesi \u0130\u015fletme B\u00f6l\u00fcm\u00fc\u2019nden Dr. \u00d6\u011fr. \u00dcyesi Ay\u015fe \u00c7INAR<\/em> ve <em>\u0130stanbul\n\u00dcniversitesi \u0130\u015fletme Fak\u00fcltesi\u2019nden Dr. \u00d6\u011fr. \u00dcyesi Sinem SARUL <\/em>farkl\u0131 <strong>veri madencili\u011finde s\u0131n\u0131fland\u0131rma\ny\u00f6ntemlerini<\/strong> aktarm\u0131\u015ft\u0131r. <em>Dr. \u00d6\u011fr. \u00dcyesi Ay\u015fe \u00c7INAR<\/em> ve<em> Dr.\n\u00d6\u011fr. \u00dcyesi Sinem SARUL<\/em> taraf\u0131ndan farkl\u0131 s\u0131n\u0131fland\u0131rma y\u00f6ntemlerine ait R\nuygulamalar\u0131n\u0131 g\u00f6stermi\u015flerdir. \u00d6\u011fleden sonraki ilk oturumda ise iki\ne\u011fitmenimiz taraf\u0131ndan R program\u0131nda kat\u0131l\u0131mc\u0131lar ile birlikte uygulama\nyap\u0131larak \u00e7al\u0131\u015fmalar s\u00fcrd\u00fcr\u00fclm\u00fc\u015ft\u00fcr. En son oturumda kat\u0131l\u0131mc\u0131lar at\u00f6lye\n\u00e7al\u0131\u015fmas\u0131 yap\u0131lm\u0131\u015ft\u0131r.<\/p>\n\n\n\n<p>\u00c7al\u0131\u015ftay\u0131n \u00fc\u00e7\u00fcnc\u00fc g\u00fcn\u00fc sabah oturumu; <em>Medipol\n\u00dcniversitesi Y\u00f6netim Bili\u015fim Sistemleri B\u00f6l\u00fcm\u00fc\u2019nden Prof. Dr. G\u00f6khan\nS\u0130LAHTARO\u011eLU <\/em><strong>metin madencili\u011fi\ny\u00f6ntemlerini<\/strong> aktarm\u0131\u015ft\u0131r. Ard\u0131ndan <em>Ar\u015f. G\u00f6r. Zehra Nur CANBOLAT <\/em><em>taraf\u0131ndan<\/em> R\nprogramlama dilinde <strong>duygu analizi <\/strong>uygulamas\u0131\nger\u00e7ekle\u015ftirmi\u015ftir. \u00d6\u011fleden sonraki ilk oturumda ise metin madencili\u011fi\nalgoritmalar\u0131 ile <em>Prof. Dr. G\u00f6khan S\u0130LAHTARO\u011eLU ve Ar\u015f. G\u00f6r. Zehra Nur\nCANBOLAT <\/em><em>ile\ntaraf\u0131ndan<\/em> R programlama diline \u00fczerinde uygulama yap\u0131larak,\n\u00e7al\u0131\u015fmalara devam edilmi\u015ftir. En son oturumda kat\u0131l\u0131mc\u0131larla at\u00f6lye \u00e7al\u0131\u015fmas\u0131\nyap\u0131lm\u0131\u015ft\u0131r.<\/p>\n\n\n\n<p>\u00c7al\u0131\u015ftay\u0131n d\u00f6rd\u00fcnc\u00fc g\u00fcn\u00fc sabah oturumu; <em>Prof.\nDr. G\u00f6khan S\u0130LAHTARO\u011eLU <\/em><strong>metin madencili\u011fi\ny\u00f6ntemlerinin<\/strong> <em>KNIME<\/em> program\u0131nda nas\u0131l uygulanabilece\u011fini\naktarm\u0131\u015ft\u0131r.&nbsp; \u00d6\u011fleden sonraki ilk\noturumda <em>KNIME<\/em> ile metin madencili\u011fi uygulamas\u0131 ger\u00e7ekle\u015ftirmi\u015ftir.\n\u00d6rnek uygulamalar yap\u0131larak, \u00e7al\u0131\u015fmalara devam edilmi\u015ftir.<\/p>\n\n\n\n<p>\u00c7al\u0131\u015ftay\u0131n be\u015finci g\u00fcn\u00fc sabah oturumu; <em>Prof.\nDr. Erdal BALABAN <\/em><strong>veri\nmadencili\u011finde k\u00fcmeleme y\u00f6ntemlerini <\/strong>aktarm\u0131\u015ft\u0131r. Ard\u0131ndan <em>ve Ar\u015f. G\u00f6r.\n\u0130lkim Ecem EMRE <\/em><em>taraf\u0131ndan<\/em> R programlama dilinde <strong>k\u00fcmeleme <\/strong>uygulamas\u0131 ger\u00e7ekle\u015ftirmi\u015ftir. \u00d6\u011fleden sonraki oturumda\nise kat\u0131l\u0131mc\u0131larla at\u00f6lye \u00e7al\u0131\u015fmas\u0131 yap\u0131lm\u0131\u015ft\u0131r. At\u00f6lye \u00e7al\u0131\u015fmas\u0131n\u0131n ard\u0131ndan \u00e7al\u0131\u015ftay,\nsertifika t\u00f6reni ile sonlanm\u0131\u015ft\u0131r.<\/p>\n\n\n\n<p>\u00c7al\u0131\u015ftay\u0131m\u0131z, bilimsel \u00e7al\u0131\u015fmalar\u0131n yan\u0131 s\u0131ra\nsosyal i\u00e7eri\u011fi (gala gecesi, deniz etkinlikleri ve hafta sonu tekne turu) ile\nkat\u0131l\u0131mc\u0131lar aras\u0131ndaki sosyal ili\u015fkilerin ve arkada\u015fl\u0131klar\u0131n geli\u015ftirilmesini\nsa\u011flam\u0131\u015ft\u0131r. B\u00f6ylece ilerleyen y\u0131llarda birlikte ara\u015ft\u0131rma, ortak \u00e7al\u0131\u015fma\nyap\u0131lmas\u0131n\u0131n ve proje geli\u015ftirilmesinin temelleri at\u0131lm\u0131\u015ft\u0131r.<\/p>\n\n\n\n<p>Bu y\u0131l aram\u0131zda olan t\u00fcm kat\u0131l\u0131mc\u0131lara ve e\u011fitmenlere te\u015fekk\u00fcrlerimizi sunar, bir sonraki y\u0131l yeni kat\u0131l\u0131mc\u0131lar\u0131 da aram\u0131zda g\u00f6rmeyi temenni ederiz. \u00c7al\u0131\u015ftay\u0131m\u0131zla ilgili t\u00fcm detaylara ve duyurulara <a rel=\"noreferrer noopener\" href=\"https:\/\/verimadenciligi.tovak.org\/\" target=\"_blank\">https:\/\/verimadenciligi.tovak.org\/<\/a> ba\u011flant\u0131s\u0131ndan ula\u015fabilirsiniz.<\/p>\n\n\n<div id=\"metaslider-id-1206\" style=\"max-width: 900px;\" class=\"ml-slider-3-62-0 metaslider metaslider-flex metaslider-1206 ml-slider ms-theme-simply-dark has-dots-nav\" role=\"region\" aria-roledescription=\"Slideshow\" aria-label=\"calistay2019\">\n    <div id=\"metaslider_container_1206\">\n        <div id=\"metaslider_1206\">\n            <ul aria-live=\"polite\" class=\"slides\">\n                <li style=\"display: block; 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