{"id":2861,"date":"2025-12-01T08:10:17","date_gmt":"2025-12-01T08:10:17","guid":{"rendered":"https:\/\/ogrenen.net\/blog\/?p=2861"},"modified":"2025-11-30T14:10:13","modified_gmt":"2025-11-30T11:10:13","slug":"proje-yarismalarinda-puanlama-sistemleri-en-adil-sonuc-icin-hangi-yontem-tercih-edilmeli","status":"publish","type":"post","link":"https:\/\/ogrenen.net\/blog\/?p=2861","title":{"rendered":"Proje Yar\u0131\u015fmalar\u0131nda Puanlama Sistemleri: En Adil Sonu\u00e7 \u0130\u00e7in Hangi Y\u00f6ntem Tercih Edilmeli?"},"content":{"rendered":"<div class=\"fusion-fullwidth fullwidth-box fusion-builder-row-1 fusion-flex-container nonhundred-percent-fullwidth non-hundred-percent-height-scrolling\" style=\"--awb-border-radius-top-left:0px;--awb-border-radius-top-right:0px;--awb-border-radius-bottom-right:0px;--awb-border-radius-bottom-left:0px;--awb-flex-wrap:wrap;\" ><div class=\"fusion-builder-row fusion-row fusion-flex-align-items-flex-start fusion-flex-content-wrap\" style=\"max-width:1331.2px;margin-left: calc(-4% \/ 2 );margin-right: calc(-4% \/ 2 );\"><div class=\"fusion-layout-column fusion_builder_column fusion-builder-column-0 fusion_builder_column_1_1 1_1 fusion-flex-column\" style=\"--awb-bg-blend:overlay;--awb-bg-size:cover;--awb-width-large:100%;--awb-margin-top-large:0px;--awb-spacing-right-large:1.92%;--awb-margin-bottom-large:0px;--awb-spacing-left-large:1.92%;--awb-width-medium:100%;--awb-spacing-right-medium:1.92%;--awb-spacing-left-medium:1.92%;--awb-width-small:100%;--awb-spacing-right-small:1.92%;--awb-spacing-left-small:1.92%;\"><div class=\"fusion-column-wrapper fusion-flex-justify-content-flex-start fusion-content-layout-column\"><div class=\"fusion-text fusion-text-1\"><p><img decoding=\"async\" class=\"lazyload alignleft size-medium wp-image-2862\" src=\"https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/proje-degerlendirme.787Z-300x300.png\" data-orig-src=\"https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/proje-degerlendirme.787Z-300x300.png\" alt=\"\" width=\"300\" height=\"300\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%27http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%27%20width%3D%27300%27%20height%3D%27300%27%20viewBox%3D%270%200%20300%20300%27%3E%3Crect%20width%3D%27300%27%20height%3D%27300%27%20fill-opacity%3D%220%22%2F%3E%3C%2Fsvg%3E\" data-srcset=\"https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/proje-degerlendirme.787Z-66x66.png 66w, https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/proje-degerlendirme.787Z-100x100.png 100w, https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/proje-degerlendirme.787Z-150x150.png 150w, https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/proje-degerlendirme.787Z-200x200.png 200w, https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/proje-degerlendirme.787Z-300x300.png 300w, https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/proje-degerlendirme.787Z-400x400.png 400w, https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/proje-degerlendirme.787Z-600x600.png 600w, https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/proje-degerlendirme.787Z-768x768.png 768w, https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/proje-degerlendirme.787Z-800x800.png 800w, https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/proje-degerlendirme.787Z.png 1024w\" data-sizes=\"auto\" data-orig-sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/p>\n<p>\u00dclkemizde, \u00f6\u011frencileri bilimsel ara\u015ft\u0131rma y\u00f6ntemlerini kullanmaya ve teknoloji \u00fcretmeye te\u015fvik eden T\u00dcB\u0130TAK, Teknofest ve MEB gibi kurumlar\u0131n d\u00fczenledi\u011fi \u00f6d\u00fcll\u00fc proje yar\u0131\u015fmalar\u0131 b\u00fcy\u00fck bir \u00f6neme sahiptir. Bu yar\u0131\u015fmalar, bireylerin yarat\u0131c\u0131 d\u00fc\u015f\u00fcnme ve problem \u00e7\u00f6zme becerilerini geli\u015ftirirken, teorik bilgileri ger\u00e7ek hayattaki sorunlara uygulamalar\u0131na da olanak tan\u0131r.<\/p>\n<p>Ancak bu t\u00fcr b\u00fcy\u00fck yar\u0131\u015fmalara binlerce ba\u015fvuru geldi\u011finde, de\u011ferlendirme s\u00fcre\u00e7lerinin g\u00fcvenilirli\u011fi ve j\u00fcri kararlar\u0131n\u0131n tutarl\u0131l\u0131\u011f\u0131 kritik bir sorun haline gelir. Puanlay\u0131c\u0131lar, de\u011ferlendirme s\u00fcrecinde \u00f6nemli bir de\u011fi\u015fkenlik ve hata kayna\u011f\u0131 olu\u015fturabilir.<\/p>\n<p>Peki, bir projenin de\u011ferlendirilmesinde \u00f6l\u00e7me hatalar\u0131n\u0131 en aza indirmek ve en tutarl\u0131 sonu\u00e7lar\u0131 elde etmek i\u00e7in en iyi puanlama yap\u0131s\u0131 hangisidir? T\u00fcm j\u00fcri \u00fcyelerinin t\u00fcm de\u011ferlendirme kriterlerini puanlamas\u0131 m\u0131, yoksa kriterlerin uzmanl\u0131k alanlar\u0131na g\u00f6re b\u00f6l\u00fcnerek farkl\u0131 j\u00fcri \u00fcyelerine da\u011f\u0131t\u0131lmas\u0131 m\u0131?<\/p>\n<h3>\u0130ki Temel De\u011ferlendirme Modeli<\/h3>\n<p>Bu soruyu yan\u0131tlamak amac\u0131yla, robotik-kodlama temelli proje yar\u0131\u015fmalar\u0131n\u0131n de\u011ferlendirme yap\u0131s\u0131n\u0131 yans\u0131tan sim\u00fcle edilmi\u015f veriler \u00fczerinden iki temel Genellenebilirlik Kuram\u0131 deseni kar\u015f\u0131la\u015ft\u0131r\u0131lm\u0131\u015ft\u0131r:<\/p>\n<p><strong>1. \u00c7aprazlanm\u0131\u015f Desen (b x m x p):<\/strong><\/p>\n<p>Bu desende, \u00fc\u00e7 bili\u015fim teknolojileri uzman\u0131 puanlay\u0131c\u0131n\u0131n, 10 projenin tamam\u0131n\u0131, dereceli puanlama anahtar\u0131ndaki 20 kriterin (madde) hepsini kullanarak de\u011ferlendirdi\u011fi varsay\u0131lm\u0131\u015ft\u0131r.<\/p>\n<p><strong>2. Yuvalanm\u0131\u015f Desen (b x (p : m)):<\/strong><\/p>\n<p>Bu desende puanlay\u0131c\u0131lar uzmanl\u0131klar\u0131na g\u00f6re ayr\u0131lm\u0131\u015ft\u0131r. \u00dc\u00e7 proje yaz\u0131m uzman\u0131 7 maddeyi, \u00fc\u00e7 bili\u015fim teknolojileri uzman\u0131 ise 13 maddeyi puanlam\u0131\u015ft\u0131r. Toplamda alt\u0131 puanlay\u0131c\u0131, projenin sadece kendi uzmanl\u0131k alanlar\u0131na giren kriterleri de\u011ferlendirmi\u015ftir.<\/p>\n<h3>G\u00fcvenilirlik Sonu\u00e7lar\u0131: \u00c7aprazlama \u00d6nde<\/h3>\n<p>Sim\u00fclasyon sonu\u00e7lar\u0131na g\u00f6re, her iki puanlama modeli de <strong>ba\u011f\u0131l de\u011ferlendirmeler<\/strong> (yani projeleri s\u0131ralama veya birbirleriyle kar\u015f\u0131la\u015ft\u0131rma) i\u00e7in <strong>\u00e7ok y\u00fcksek g\u00fcvenilirlik<\/strong> sonu\u00e7lar\u0131 sa\u011flam\u0131\u015ft\u0131r.<\/p>\n<p>Ancak, projelerin belirli bir ba\u015far\u0131 e\u015fi\u011fini ge\u00e7ip ge\u00e7medi\u011fini belirlemek gibi <strong>mutlak de\u011ferlendirmeler<\/strong> i\u00e7in her iki modelin de yeterli g\u00fcvenirlik de\u011ferlerine ula\u015famad\u0131\u011f\u0131 g\u00f6r\u00fclm\u00fc\u015ft\u00fcr (gerekli e\u015fik de\u011fer 0.70 iken, \u00e7apraz desen 0.45, yuvalanm\u0131\u015f desen ise 0.27 de\u011ferini elde etmi\u015ftir).<\/p>\n<p>\u0130ki temel desen kar\u015f\u0131la\u015ft\u0131r\u0131ld\u0131\u011f\u0131nda ise, tutarl\u0131l\u0131k ve genellenebilirlik a\u00e7\u0131s\u0131ndan \u00f6nemli bir fark ortaya \u00e7\u0131km\u0131\u015ft\u0131r:<\/p>\n<ul>\n<li><strong>\u00c7aprazlanm\u0131\u015f Desen (T\u00fcm kriterler, t\u00fcm puanlay\u0131c\u0131lar):<\/strong> Daha y\u00fcksek g\u00fcvenilirlik (G katsay\u0131s\u0131: <strong>0.96<\/strong>).<\/li>\n<li><strong>Yuvalanm\u0131\u015f Desen (Uzmanl\u0131k bazl\u0131 b\u00f6lme):<\/strong> Daha d\u00fc\u015f\u00fck g\u00fcvenilirlik (G katsay\u0131s\u0131: <strong>0.92<\/strong>).<\/li>\n<\/ul>\n<p>Bu bulgular, <strong>t\u00fcm puanlay\u0131c\u0131lar\u0131n t\u00fcm kriterleri de\u011ferlendirdi\u011fi modelin, kriterlerin uzmanl\u0131k alanlar\u0131na g\u00f6re b\u00f6l\u00fcnd\u00fc\u011f\u00fc modele k\u0131yasla daha tutarl\u0131 ve genellenebilir sonu\u00e7lar \u00fcretti\u011fini<\/strong> net bir \u015fekilde g\u00f6stermektedir. Maddelerin uzmanl\u0131k alanlar\u0131na g\u00f6re ayr\u0131lmas\u0131, \u00f6l\u00e7me i\u015flemine daha fazla hata kar\u0131\u015ft\u0131rm\u0131\u015ft\u0131r.<\/p>\n<h3>Hata Kaynaklar\u0131 ve Pratik \u00d6neriler<\/h3>\n<p>Yap\u0131lan analizler, puanlama s\u00fcrecindeki en b\u00fcy\u00fck de\u011fi\u015fkenlik kaynaklar\u0131n\u0131n projelerin kendisi de\u011fil, <strong>puanlay\u0131c\u0131lar aras\u0131 farkl\u0131l\u0131klar<\/strong> (kat\u0131l\u0131k\/c\u00f6mertlik) ve <strong>\u00f6l\u00e7\u00fclemeyen tesad\u00fcfi hatalar<\/strong> (residual varyans) oldu\u011funu g\u00f6stermi\u015ftir. Tesad\u00fcfi hata oran\u0131, yuvalanm\u0131\u015f desende daha y\u00fcksek \u00e7\u0131km\u0131\u015ft\u0131r.<\/p>\n<p>De\u011ferlendirme s\u00fcre\u00e7lerini organize edenler i\u00e7in bu \u00e7al\u0131\u015fma \u00f6nemli ipu\u00e7lar\u0131 sunmaktad\u0131r:<\/p>\n<ol>\n<li><strong>Puanlay\u0131c\u0131 E\u011fitimi \u015eart:<\/strong> Puanlay\u0131c\u0131lar\u0131n kat\u0131l\u0131k veya c\u00f6mertlik a\u00e7\u0131s\u0131ndan farkl\u0131 davranmalar\u0131, hata kayna\u011f\u0131n\u0131n \u00f6nemli bir k\u0131sm\u0131n\u0131 olu\u015fturur. Bu nedenle, de\u011ferlendirme \u00f6ncesinde puanlay\u0131c\u0131lara detayl\u0131 ve sistematik bir puanlama e\u011fitimi verilmesi, tutarl\u0131l\u0131\u011f\u0131 \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilir.<\/li>\n<li><strong>T\u00fcm Kriterler De\u011ferlendirilmeli:<\/strong> De\u011ferlendirme kriterlerinin uzmanl\u0131k alanlar\u0131na g\u00f6re ayr\u0131lmas\u0131 yerine, m\u00fcmk\u00fcnse t\u00fcm puanlay\u0131c\u0131lar\u0131n t\u00fcm kriterleri b\u00fct\u00fcnc\u00fcl bir yakla\u015f\u0131mla de\u011ferlendirmesi, \u00f6l\u00e7me hatalar\u0131n\u0131 azalt\u0131r.<\/li>\n<li><strong>Optimizasyon:<\/strong> G\u00fcvenilirli\u011fi art\u0131rmak i\u00e7in puanlay\u0131c\u0131 say\u0131s\u0131n\u0131 art\u0131rmak etkili olsa da, \u00e7aprazlanm\u0131\u015f desende daha az kaynak (\u00f6rne\u011fin, 2 puanlay\u0131c\u0131 ve 10 madde) kullan\u0131larak da y\u00fcksek seviyede g\u00fcvenirli\u011fin yakalanabilece\u011fi belirlenmi\u015ftir. Bu durum, puanlama i\u015flemlerinin daha az i\u015f g\u00fcc\u00fc ve daha ekonomik bir \u015fekilde yap\u0131labilmesine imkan tan\u0131r.<\/li>\n<\/ol>\n<p>Sonu\u00e7 olarak, proje yar\u0131\u015fmalar\u0131nda adil ve g\u00fcvenilir bir de\u011ferlendirme i\u00e7in, puanlay\u0131c\u0131lar\u0131 tek bir uzmanl\u0131k alan\u0131yla s\u0131n\u0131rland\u0131rmak yerine, <strong>herkesin t\u00fcm resme bakmas\u0131n\u0131 sa\u011flamak<\/strong> en g\u00fc\u00e7l\u00fc ve genellenebilir \u00f6l\u00e7me yap\u0131s\u0131n\u0131 sunmaktad\u0131r.<\/p>\n<\/div><div class=\"fusion-audio fusion-audio-1\" style=\"--awb-progress-color:var(--awb-color1);--awb-border-color:var(--awb-color1);--awb-background-color:var(--awb-color8);--awb-max-width:100%;--awb-border-size:0;--awb-border-top-left-radius:0px;--awb-border-top-right-radius:0px;--awb-border-bottom-right-radius:0px;--awb-border-bottom-left-radius:0px;\"><audio class=\"wp-audio-shortcode\" id=\"audio-2861-1\" preload=\"none\" style=\"width: 100%;\" controls=\"controls\"><source type=\"audio\/mpeg\" src=\"https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/Proje_Yarismalarinda_Puanlama_Guvenilirliginin_Sirlari.mp3?_=1\" \/><a href=\"https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/Proje_Yarismalarinda_Puanlama_Guvenilirliginin_Sirlari.mp3\">https:\/\/ogrenen.net\/blog\/wp-content\/uploads\/2025\/11\/Proje_Yarismalarinda_Puanlama_Guvenilirliginin_Sirlari.mp3<\/a><\/audio><\/div><div class=\"fusion-alert alert error alert-danger fusion-alert-center awb-alert-native-link-color alert-dismissable awb-alert-close-boxed\" style=\"--awb-margin-top:10px;\" role=\"alert\"><div class=\"fusion-alert-content-wrapper\"><span class=\"alert-icon\"><i class=\"awb-icon-exclamation-triangle\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-alert-content\">This blog post was automatically generated\u00a0<strong>by AI<\/strong>\u00a0using the article as the source. Some data may have been\u00a0<strong>lost<\/strong>\u00a0during the creation process. You are encouraged to review the\u00a0<strong>original article<\/strong>.<\/span><\/div><button type=\"button\" class=\"close toggle-alert\" data-dismiss=\"alert\" aria-label=\"Close\">&times;<\/button><\/div><div class=\"fusion-alert alert notice alert-warning fusion-alert-center awb-alert-native-link-color alert-dismissable awb-alert-close-boxed\" role=\"alert\"><div class=\"fusion-alert-content-wrapper\"><span class=\"alert-icon\"><i class=\"awb-icon-cog\" aria-hidden=\"true\"><\/i><\/span><span class=\"fusion-alert-content\"><a href=\"https:\/\/www.ogrenen.net\/index.php\/istlj\/article\/view\/50\">Click here<\/a>\u00a0for the original article.<\/p>\n<p>IRMAK, M. (2025). Proje Yar\u0131\u015fmalar\u0131nda Farkl\u0131 Puanlama Desenlerinin G\u00fcvenilirli\u011fi: Genellenebilirlik Kuram\u0131 ile Bir Sim\u00fclasyon \u00c7al\u0131\u015fmas\u0131. <i>Uluslararas\u0131 \u00d6\u011frenen Toplum Dergisi<\/i>,\u00a0<i>2<\/i>(2), 273-298.\u00a0<a href=\"https:\/\/doi.org\/10.64782\/istlj.2250273-298\">https:\/\/doi.org\/10.64782\/istlj.2250273-298<\/a><\/span><\/div><button type=\"button\" class=\"close toggle-alert\" data-dismiss=\"alert\" aria-label=\"Close\">&times;<\/button><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":3,"featured_media":2862,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[24],"tags":[218,216,217,219],"class_list":["post-2861","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-education","tag-degerlendirici-sonuclari","tag-proje-yarismalari","tag-puanlama-sistemleri","tag-puanlayicilar"],"_links":{"self":[{"href":"https:\/\/ogrenen.net\/blog\/index.php?rest_route=\/wp\/v2\/posts\/2861","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ogrenen.net\/blog\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ogrenen.net\/blog\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ogrenen.net\/blog\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/ogrenen.net\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2861"}],"version-history":[{"count":4,"href":"https:\/\/ogrenen.net\/blog\/index.php?rest_route=\/wp\/v2\/posts\/2861\/revisions"}],"predecessor-version":[{"id":2896,"href":"https:\/\/ogrenen.net\/blog\/index.php?rest_route=\/wp\/v2\/posts\/2861\/revisions\/2896"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ogrenen.net\/blog\/index.php?rest_route=\/wp\/v2\/media\/2862"}],"wp:attachment":[{"href":"https:\/\/ogrenen.net\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2861"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ogrenen.net\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2861"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ogrenen.net\/blog\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2861"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}