{"id":1719,"date":"2023-06-22T14:48:51","date_gmt":"2023-06-22T11:48:51","guid":{"rendered":"https:\/\/bilisimyildizlari.org.tr\/2022\/?p=1719"},"modified":"2023-06-22T15:54:40","modified_gmt":"2023-06-22T12:54:40","slug":"bordrobot-istatistiksel-trend-analizi-yontemi-kullanan-makine-ogrenmesi-ile-hata-araligi-daraltilarak-is-gucu-optimizasyonu","status":"publish","type":"post","link":"https:\/\/bilisimyildizlari.org.tr\/2022\/bordrobot-istatistiksel-trend-analizi-yontemi-kullanan-makine-ogrenmesi-ile-hata-araligi-daraltilarak-is-gucu-optimizasyonu","title":{"rendered":"BORDROBOT \u2013 \u0130statistiksel Trend Analizi Y\u00f6ntemi Kullanan Makine \u00d6\u011frenmesi ile Hata Aral\u0131\u011f\u0131 Daralt\u0131larak \u0130\u015f G\u00fcc\u00fc Optimizasyonu"},"content":{"rendered":"\n<p><strong>KURUM<\/strong>: Datassist Bilgi Teknolojileri A.\u015e.<\/p>\n\n\n\n<p><strong>PROJE URL<\/strong>: <a href=\"https:\/\/youtu.be\/q82sEStUrh0\">https:\/\/youtu.be\/q82sEStUrh0<\/a><\/p>\n\n\n\n<p><strong>D\u00dcZEY<\/strong>: \u00d6zel Sekt\u00f6r Firmalar\u0131<\/p>\n\n\n\n<p><strong>ALAN<\/strong>: Otonom Sistemler<\/p>\n\n\n\n<p><strong>PROJE \u00d6ZET\u0130<\/strong>: DATASS\u0130ST Bordro Servisi kurulu\u015f g\u00fcn\u00fcnden (1999) bug\u00fcne kadar hizmetini \u00f6z kaynaklar\u0131yla geli\u015ftirmi\u015f oldu\u011fu DAK\u0130KA Personel Y\u00f6netim Platformu \u00fczerinden sunmaktad\u0131r. DAK\u0130KA\u2019y\u0131 m\u00fc\u015fteri ihtiya\u00e7lar\u0131na g\u00f6re s\u00fcrekli olarak geli\u015ftirmektedir. \u00dcr\u00fcn yelpazesinin geni\u015fletilmesi, otomatizasyon, hata \u00f6nleyici uygulamalar, robotik \u00e7\u00f6z\u00fcmler s\u00fcrekli olarak geli\u015ftirilmektedir. DATASS\u0130ST\u2019in bordrolamada belirledi\u011fi standart kabul edilmi\u015ftir ve sekt\u00f6rde bilirki\u015fi olarak tan\u0131nm\u0131\u015ft\u0131r. T\u00fcrkiye de Bordrolama hizmetini vermek i\u00e7in yaz\u0131l\u0131m geli\u015ftiren ilk firmad\u0131r. <\/p>\n\n\n\n<p>Sekt\u00f6r\u00fcn \u00f6nc\u00fcs\u00fc ve lideri olmam\u0131z\u0131n yan\u0131 s\u0131ra, etkileyici metrikler alttaki gibidir:<br>\u2013 1.000+ m\u00fc\u015fteri<br>\u2013 50.000+ kullan\u0131c\u0131<br>\u2013 150+ ekip \u00fcyesi<br>\u2013 Y\u0131lda 1.000.000+ bordro hesaplamas\u0131<\/p>\n\n\n\n<p><strong>Projenin Stratejik \u00d6nemi<\/strong><\/p>\n\n\n\n<p>DATASS\u0130ST bordrolama hizmetini sunarken d\u00f6ng\u00fcdeki t\u00fcm payda\u015flar\u0131n\u0131n menfaatini korumay\u0131 ama\u00e7lar, bunlar:<br>\u2013 Devlet (kamu yasal kesintilerin \u00f6deme tutarlar\u0131n\u0131 belirlerken \u2013 i\u015f\u00e7i ve i\u015fveren SGK\/i\u015fsizlik primleri, Gelir Vergi, Damga Vergisi)<br>\u2013 \u0130\u015fveren, (kamu yasal kesintilerinin Devlet\u2019e \u00f6demeleri ger\u00e7ekle\u015ftiren)<br>\u2013 \u00c7al\u0131\u015fan (\u0130\u015fverenin sa\u011flad\u0131\u011f\u0131 menfaatler ve kesintiler neticesinde kendisine \u00f6denen Net \u00fccretin al\u0131c\u0131s\u0131 \u2013 hizmet s\u00fcresi boyunca SGK prim g\u00fcnlerinin do\u011fru hesaplanmas\u0131n\u0131 bekleyen)<br>Hata olmas\u0131 durumundan t\u00fcm payda\u015flar etkilenir.<br>DATASS\u0130ST bordro hesaplamalar\u0131 m\u00fc\u015fterileri ad\u0131na \u00fcstlenmekle, hata riskini ve i\u015f y\u00fck\u00fcn\u00fc \u00fczerine almaktad\u0131r. Yasal d\u00fczenlemelerle \u015fekillenen Bordrolama, hatal\u0131 yap\u0131lmas\u0131 durumunda cezai uygulamalara maruz kal\u0131nmaktad\u0131r. Mevzuatlarla reg\u00fcle edilen bu faaliyet alan\u0131nda hata riskini azaltmak kritik \u00f6nceliktedir.<br>Mevcut durumda, DAK\u0130KA yaz\u0131l\u0131m\u0131m\u0131za gerekli olan verilerin giri\u015fi yap\u0131lmas\u0131n\u0131n ard\u0131ndan, olu\u015fan \u00e7\u0131kt\u0131lar\u0131n de\u011ferlendirilmesinde \u00e7ok \u00f6zenli ve zaman alan bir kontrol s\u00fcreci i\u015fletilmektedir (bordro denetimi). Bu kontrol s\u00fcreci tamamen kullan\u0131c\u0131 (burada M\u00fc\u015fteri veya Temsilcisi (MT)) inisiyatifine dayal\u0131d\u0131r ve \u00fc\u00e7 \u015fekilde yap\u0131lmaktad\u0131r:<br>\u2013 Rastgele bordro se\u00e7imi: Se\u00e7ilen bordro ve kalemlerde yap\u0131lmaktad\u0131r (yakla\u015f\u0131k i\u015flemlerin %10\u2019u detayl\u0131 bir \u015fekilde kontrol edilmektedir). Hata \u0131skalama riski mevcuttur.<br>\u2013 Bordro k\u0131yaslama: Bordrolar\u0131n manuel olarak \u00f6nceki d\u00f6nemlerle k\u0131yaslama yap\u0131lmas\u0131 (her ay, her M\u00fc\u015fteri i\u00e7in). Hatas\u0131z Bordrolar\u0131n kontrol\u00fc sa\u011flanmas\u0131yla i\u015fg\u00fcc\u00fc israf\u0131 mevcuttur.<br>\u2013 Rapor kar\u015f\u0131la\u015ft\u0131rma: DAK\u0130KA\u2019dan farkl\u0131 raporlar\u0131n \u00e7ekilmesi ve manuel kar\u015f\u0131la\u015ft\u0131r\u0131lmas\u0131 (her ay, her M\u00fc\u015fteri i\u00e7in). Hatas\u0131z Bordrolar\u0131n kontrol\u00fc sa\u011flanmas\u0131yla i\u015fg\u00fcc\u00fc israf\u0131 mevcuttur.<br>Hata ile kar\u015f\u0131la\u015f\u0131lmas\u0131 durumunda, m\u00fcmk\u00fcn oldu\u011funda yaz\u0131l\u0131m geli\u015ftirilir (\u00f6ng\u00f6r\u00fclebilir giri\u015f hatalar\u0131) veya ilgili veri sistemde manuel olarak d\u00fczeltilir (\u00f6ng\u00f6r\u00fclemeyen giri\u015f hatalar\u0131) ve bordro hesaplamas\u0131 yeniden yap\u0131l\u0131r. Yeniden yap\u0131lan i\u015flemleri i\u015f tekrar\u0131 olarak nitelendirilmektedir. Yap\u0131lan \u00f6l\u00e7\u00fcmlere g\u00f6re M\u00fc\u015fterilerin %34\u2019\u00fcnde i\u015f tekrar\u0131 ya\u015fanmaktad\u0131r.<br>DATASS\u0130ST, rakiplerinden farkl\u0131la\u015fmak i\u00e7in stratejik tercih olarak \u00f6zelle\u015ftirmeye \u00f6ncelik tan\u0131maktad\u0131r. Hizmet sunulurken M\u00fc\u015fteri al\u0131\u015fkanl\u0131klar\u0131n\u0131n korunmas\u0131 hedeflenmi\u015ftir. \u00d6zelle\u015ftirme, kontrol fonksiyonunu zorla\u015ft\u0131rmaktad\u0131r.<br>Geli\u015ftirilmi\u015f olan \u00fcr\u00fcn ile iki a\u015famal\u0131 otomatik kontrol uygulamalar\u0131 tasarlanm\u0131\u015ft\u0131r:<br>\u2013 \u201cGeleneksel Test\u201d uygulamas\u0131: hata \u00f6nleyici, kontrol kural\u0131na ba\u011flanabilecek \u00f6ng\u00f6r\u00fclebilen giri\u015f hatalar\u0131n tespitini ama\u00e7lamaktad\u0131r.<br>\u2013 \u201cAnomali Tespiti\u201d uygulamas\u0131: hata \u00f6nleyici, olgu ile ger\u00e7ekle\u015fen ve kontrol kural\u0131na ba\u011flanamayan \u00f6ng\u00f6r\u00fclmesi zor giri\u015f hatalar\u0131n tespitini ama\u00e7lamaktad\u0131r.<br>Hata kabul etmeyen bordrolama hizmetimizde proje sayesinde hatas\u0131zl\u0131\u011f\u0131 ve kontrol s\u00fcrecinin i\u015f y\u00fck\u00fcn\u00fc azaltmay\u0131 hedeflenmektedir. Hiyerar\u015fik K\u00fcmeleme ve Destek Vekt\u00f6r Makinesi temeline dayand\u0131r\u0131lacak irdeleme y\u00f6ntemi sayesinde, bug\u00fcn ki\u015fiye ba\u011fl\u0131 olarak y\u00fcr\u00fct\u00fclen kontrol s\u00fcrecinin, \u2018\u00d6\u011frenen Makine\u2019 niteli\u011fini ta\u015f\u0131yacak olan bu yeni \u00fcr\u00fcn sayesinde otomatik olarak t\u00fcm bordrolar i\u00e7in yap\u0131lmas\u0131 sa\u011flanm\u0131\u015ft\u0131r. Iskalama ve i\u015fg\u00fcc\u00fc israf\u0131n\u0131n \u00f6n\u00fcne ge\u00e7ilmi\u015ftir.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>KURUM: Datassist Bilgi Teknolojileri A.\u015e. PROJE URL: https:\/\/youtu.be\/q82sEStUrh0 D\u00dcZEY: \u00d6zel Sekt\u00f6r Firmalar\u0131 ALAN: Otonom Sistemler PROJE \u00d6ZET\u0130: DATASS\u0130ST Bordro Servisi kurulu\u015f g\u00fcn\u00fcnden (1999) bug\u00fcne kadar hizmetini \u00f6z kaynaklar\u0131yla geli\u015ftirmi\u015f oldu\u011fu DAK\u0130KA Personel Y\u00f6netim Platformu \u00fczerinden sunmaktad\u0131r. DAK\u0130KA\u2019y\u0131 m\u00fc\u015fteri ihtiya\u00e7lar\u0131na g\u00f6re s\u00fcrekli olarak geli\u015ftirmektedir. \u00dcr\u00fcn yelpazesinin geni\u015fletilmesi, otomatizasyon, hata \u00f6nleyici uygulamalar, robotik \u00e7\u00f6z\u00fcmler s\u00fcrekli olarak geli\u015ftirilmektedir. &hellip; <\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1719","post","type-post","status-publish","format-standard","hentry","category-genel"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>BORDROBOT \u2013 \u0130statistiksel Trend Analizi Y\u00f6ntemi Kullanan Makine \u00d6\u011frenmesi ile Hata Aral\u0131\u011f\u0131 Daralt\u0131larak \u0130\u015f G\u00fcc\u00fc Optimizasyonu - Bili\u015fim Y\u0131ld\u0131zlar\u0131 2022<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/bilisimyildizlari.org.tr\/2022\/bordrobot-istatistiksel-trend-analizi-yontemi-kullanan-makine-ogrenmesi-ile-hata-araligi-daraltilarak-is-gucu-optimizasyonu\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"BORDROBOT \u2013 \u0130statistiksel Trend Analizi Y\u00f6ntemi Kullanan Makine \u00d6\u011frenmesi ile Hata Aral\u0131\u011f\u0131 Daralt\u0131larak \u0130\u015f G\u00fcc\u00fc Optimizasyonu - Bili\u015fim Y\u0131ld\u0131zlar\u0131 2022\" \/>\n<meta property=\"og:description\" content=\"KURUM: Datassist Bilgi Teknolojileri A.\u015e. 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