{"id":3856,"date":"2022-09-14T16:13:42","date_gmt":"2022-09-14T13:13:42","guid":{"rendered":"https:\/\/datakapital.com\/blog\/?p=3856"},"modified":"2025-08-07T14:18:29","modified_gmt":"2025-08-07T11:18:29","slug":"datakapital-kosgebin-ur-ge-tesvik-programina-kabul-edildi","status":"publish","type":"post","link":"https:\/\/datakapital.com\/blog\/datakapital-kosgebin-ur-ge-tesvik-programina-kabul-edildi\/","title":{"rendered":"Datakapital KOSGEB’in \u00dcr-Ge Te\u015fvik Program\u0131na Kabul Edildi"},"content":{"rendered":"

Datakapital do\u011fal dil i\u015fleme mod\u00fcllerinin ar-ge’sini 2021 y\u0131l\u0131 A\u011fustos ay\u0131nda tamamen \u00f6zkaynaklar\u0131n\u0131 kullanarak tamamlam\u0131\u015ft\u0131 https:\/\/datakapital.com\/blog\/datakapital-tur-belgesi-ile-lisanslandi\/<\/a> ar-ge s\u00fcreci tamamlanan mod\u00fcller baz al\u0131narak Datakapital’in SaaS bir \u00fcr\u00fcne d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesi planlan\u0131yordu. Bu \u00fcr\u00fcn geli\u015ftirme s\u00fcreci i\u00e7in Datakapital KOSGEB<\/strong>‘in \u00fcr-ge te\u015fvik program\u0131na ba\u015fvurdu ve proje kabul ald\u0131.<\/p>\n

\u00dcr-ge te\u015fvik program\u0131 12 ayl\u0131k bir s\u00fcrecin sonunda Datakapital’in SaaS bir \u00fcr\u00fcne d\u00f6n\u00fc\u015f\u00fcm\u00fcn\u00fcn tamamlanmas\u0131n\u0131 \u00f6ng\u00f6r\u00fcyor. B\u00f6ylece planlanan vizyona uygun olarak 2023 y\u0131l\u0131 May\u0131s ay\u0131nda \u00fcr\u00fcn\u00fc piyasaya s\u00fcrmeyi planl\u0131yoruz.<\/p>\n

SaaS \u00fcr\u00fcn\u00fcm\u00fcz\u00fcn,\u00a0 farkl\u0131 kategoriler ve i\u015f sahalar\u0131 i\u00e7in sentiment analiz ve psikometri verilerini i\u015fleyen ve bunlar\u0131n \u00e7\u0131kt\u0131lar\u0131n\u0131 baz alarak i\u015f istihbarat\u0131 raporlar\u0131 \u00fcreten bir \u00fcr\u00fcn olmas\u0131n\u0131 hedefliyoruz. \u00dcr-ge s\u00fcrecinin sonunda PANAS gibi temel psikometri \u015fablonlar\u0131n\u0131 kullanarak veri i\u015fleyen otomasyon sistemleri de kullan\u0131c\u0131lar\u0131n hizmetine a\u00e7\u0131lacakt\u0131r.<\/p>\n

Projenin kabul ald\u0131\u011f\u0131 KOSGEB<\/a> belgesini bu linkten<\/a> inceleyebilirsiniz, proje firmam\u0131z\u0131n eski \u00fcnvan\u0131 olan \u0130ntelkit A.\u015e \u015firketi ad\u0131na kabul edildi\u011fi i\u00e7in belgedeki \u00fcnvan bu \u015fekilde g\u00f6r\u00fcnecektir vergi numaras\u0131ndan kontrol edilerek projenin Datakapital A.\u015e’ye ait oldu\u011fu teyit edilebilir.<\/p>\n

Bu proje, T\u00fcrkiye’de do\u011fal dil i\u015fleme (NLP) ve psikometrik veri analizi alan\u0131nda yerli ve ba\u011f\u0131ms\u0131z altyap\u0131ya sahip ilk SaaS \u00e7\u00f6z\u00fcmlerinden biri olmay\u0131 hedeflemektedir. \u00dcr-ge destekli mod\u00fcller, yaln\u0131zca metinsel duygu analizi de\u011fil, ayn\u0131 zamanda sosyal medya davran\u0131\u015f kal\u0131plar\u0131n\u0131 da anlamland\u0131rarak kurumlara stratejik i\u00e7g\u00f6r\u00fcler sunacakt\u0131r.<\/p>\n

Datakapital’in sistem mimarisi, \u00e7ok katmanl\u0131 bir analiz \u00e7er\u00e7evesine sahiptir. \u0130lk a\u015famada veri madencili\u011fi ve semantik filtreleme uygulan\u0131r. Ard\u0131ndan elde edilen i\u00e7erikler PANAS gibi bilimsel olarak do\u011frulanm\u0131\u015f psikometri modellerine g\u00f6re s\u0131n\u0131fland\u0131r\u0131l\u0131r. Bu s\u0131n\u0131fland\u0131rma sonucunda kullan\u0131c\u0131ya, bireysel veya kitlesel d\u00fczeyde psikolojik e\u011filimler, duygusal dalgalanmalar ve davran\u0131\u015fsal tahminler sunulur. Bu analizler kurumsal d\u00fczeyde stratejik planlama, kampanya optimizasyonu ve risk de\u011ferlendirmelerinde do\u011frudan kullan\u0131labilir niteliktedir.<\/p>\n

SaaS \u00fcr\u00fcn\u00fcn geli\u015fim s\u00fcrecinde \u00fc\u00e7 ana kullan\u0131c\u0131 grubuna odaklan\u0131lm\u0131\u015ft\u0131r:<\/p>\n

    \n
  1. \n

    Finansal kurumlar ve yat\u0131r\u0131m dan\u0131\u015fmanlar\u0131:<\/strong> Piyasa duyarl\u0131l\u0131\u011f\u0131n\u0131 \u00f6l\u00e7en sentiment analizleri ile karar destek sistemleri entegre edilecek.<\/p>\n<\/li>\n

  2. \n

    Pazarlama ve ileti\u015fim ajanslar\u0131:<\/strong> Marka duyarl\u0131l\u0131\u011f\u0131, kampanya etkisi ve kriz alg\u0131s\u0131 gibi konularda zaman serili analizlere eri\u015fim sa\u011flanacak.<\/p>\n<\/li>\n

  3. \n

    Kamu kurumlar\u0131 ve akademik ara\u015ft\u0131rmac\u0131lar:<\/strong> Toplumsal duygudurum de\u011fi\u015fiklikleri, psikolojik risk g\u00f6stergeleri ve dijital davran\u0131\u015f modelleri \u00fczerine s\u00fcrd\u00fcr\u00fclebilir izleme imkan\u0131 sunulacak.<\/p>\n<\/li>\n<\/ol>\n

    Sistemin teknik altyap\u0131s\u0131, API-first mimaride tasarlanm\u0131\u015f olup, d\u0131\u015f sistemlerle kolay entegrasyon sunacak \u015fekilde RESTful servislerle desteklenmektedir. Veritaban\u0131 yap\u0131s\u0131, \u00f6zellikle zaman serili veri i\u015flemeyi ve anonimle\u015ftirilmi\u015f kullan\u0131c\u0131 davran\u0131\u015flar\u0131n\u0131n izlenmesini kolayla\u015ft\u0131rmak \u00fczere optimize edilmi\u015ftir. Bu sayede platform, hem anl\u0131k hem de uzun d\u00f6nemli analizleri ayn\u0131 aray\u00fczde birle\u015ftirebilmektedir.<\/p>\n

    Datakapital, bu \u00fcr\u00fcnle yaln\u0131zca bir yaz\u0131l\u0131m sa\u011flay\u0131c\u0131s\u0131 de\u011fil, ayn\u0131 zamanda T\u00fcrkiye’de anlam temelli veri analizi konusunda d\u00fc\u015f\u00fcnsel bir \u00e7er\u00e7eve sunan \u00f6nc\u00fc bir yap\u0131 olmay\u0131 da hedeflemektedir. NLP alan\u0131ndaki AR-GE birikimi, yaln\u0131zca \u00fcr\u00fcnle s\u0131n\u0131rl\u0131 kalmayacak; a\u00e7\u0131k kaynak projeler, akademik i\u015f birlikleri ve veri bilimi etkinlikleri yoluyla sekt\u00f6re yayg\u0131nla\u015ft\u0131r\u0131lacakt\u0131r.<\/p>\n

    Ek olarak, \u00fcr\u00fcn\u00fcn lansman\u0131ndan sonra kullan\u0131c\u0131 davran\u0131\u015flar\u0131na dayal\u0131 olarak makine \u00f6\u011frenimi tabanl\u0131 \u00f6neri sistemleri, regresyon modelleri ve korelasyon tespit ara\u00e7lar\u0131 da sisteme entegre edilecektir. B\u00f6ylece yaln\u0131zca betimleyici de\u011fil, \u00f6ng\u00f6r\u00fcc\u00fc analitikler de kullan\u0131c\u0131lar\u0131n eri\u015fimine a\u00e7\u0131lm\u0131\u015f olacakt\u0131r.<\/p>\n

    S\u00fcrecin tamam\u0131nda yerli sermaye ve yerli m\u00fchendislikle ilerleyen Datakapital, stratejik verilerin d\u0131\u015fa ba\u011f\u0131ml\u0131 sistemlerle i\u015flenmesine kar\u015f\u0131 bir \u00e7\u00f6z\u00fcm \u00fcretmekte ve bu y\u00f6n\u00fcyle dijital egemenlik perspektifinden de \u00f6nemli bir bo\u015flu\u011fu doldurmaktad\u0131r.<\/p>\n

    Datakapital\u2019in vizyonu sadece yaz\u0131l\u0131m geli\u015ftirmek de\u011fil, ayn\u0131 zamanda veriye dayal\u0131 d\u00fc\u015f\u00fcnme bi\u00e7imini yayg\u0131nla\u015ft\u0131rmakt\u0131r. Bu ba\u011flamda, \u00fcr\u00fcn yaln\u0131zca teknik kullan\u0131c\u0131lar i\u00e7in de\u011fil, karar vericiler, stratejistler ve analistlerin g\u00fcnl\u00fck i\u015f ak\u0131\u015flar\u0131na entegre edilebilecek \u015fekilde tasarlanm\u0131\u015ft\u0131r. Aray\u00fczde g\u00f6rsel analiz panelleri, duygusal yo\u011funluk haritalar\u0131, zaman serili grafikler ve etiket tabanl\u0131 filtreleme sistemleri yer alacakt\u0131r. Bu yap\u0131 sayesinde kullan\u0131c\u0131lar hem bireysel veri noktalar\u0131n\u0131 hem de makro e\u011filimleri e\u015fzamanl\u0131 g\u00f6rebilecektir.<\/p>\n

    Geli\u015ftirilen sistem, bili\u015fsel \u00f6nyarg\u0131lar\u0131n ve yanl\u0131\u015f anlamalar\u0131n etkisini azaltmay\u0131<\/strong> hedefleyen bir veri yorumlama katman\u0131na da sahiptir. Kullan\u0131c\u0131ya sunulan sonu\u00e7lar, sadece say\u0131sal ya da kategorik olarak de\u011fil; a\u00e7\u0131klay\u0131c\u0131 metinlerle, ba\u011flamsal \u00f6zetlerle ve uyar\u0131 sistemleriyle birlikte verilecektir. \u00d6rne\u011fin, bir duygu analiz sonucu sadece \u201cnegatif\u201d olarak de\u011fil, bu negatifli\u011fin hangi kelime gruplar\u0131ndan, hangi semantik k\u00fcmelerden kaynakland\u0131\u011f\u0131yla birlikte raporlanacakt\u0131r. Bu, \u00f6zellikle kurum i\u00e7i sunumlarda ve \u00fc\u00e7\u00fcnc\u00fc taraf denetimlerinde \u015feffafl\u0131k a\u00e7\u0131s\u0131ndan kritik \u00f6neme sahiptir.<\/p>\n

    Sistemin altyap\u0131s\u0131, gelecekte \u00e7ok dilli analiz ve k\u00fclt\u00fcrel ba\u011flamlara duyarl\u0131 yorumlama yetenekleriyle geni\u015fletilebilir \u015fekilde kurgulanm\u0131\u015ft\u0131r. \u0130lk a\u015famada T\u00fcrk\u00e7e odakl\u0131 \u00e7al\u0131\u015fan sistem, daha sonra \u0130ngilizce ve Arap\u00e7a i\u00e7in de duygu haritalama, kavramsal \u00e7ak\u0131\u015fma tespiti ve otomatik etiketleme mod\u00fclleri ile g\u00fc\u00e7lendirilecektir. Bu sayede, global pazara a\u00e7\u0131lma potansiyeli y\u00fcksek bir \u00fcr\u00fcn ortaya \u00e7\u0131km\u0131\u015f olacakt\u0131r.<\/p>\n

    Ayr\u0131ca veri g\u00fcvenli\u011fi ve etik kullan\u0131m da \u00fcr\u00fcn\u00fcn temel prensiplerinden biridir. Kullan\u0131c\u0131 verileri anonimle\u015ftirilmi\u015f bi\u00e7imde saklanacak, t\u00fcm analizler GDPR ve KVKK gibi reg\u00fclasyonlara tam uyumlu bir yap\u0131da ger\u00e7ekle\u015ftirilecektir. Bu durum, \u00f6zellikle kurumsal m\u00fc\u015fterilerin denetim s\u00fcre\u00e7lerinde kritik bir g\u00fcvence unsuru sa\u011flayacakt\u0131r.<\/p>\n

    Sonu\u00e7 olarak Datakapital, yaln\u0131zca bir yaz\u0131l\u0131m \u015firketi de\u011fil; dijital \u00e7a\u011f\u0131n gerektirdi\u011fi semantik fark\u0131ndal\u0131k, analitik a\u00e7\u0131kl\u0131k ve yapay zek\u00e2 destekli karar sistemleri alan\u0131nda bir referans noktas\u0131 olma yolunda ilerlemektedir. Geli\u015ftirilen SaaS \u00fcr\u00fcn, T\u00fcrkiye’nin anlam temelli veri i\u015flemeyi merkeze alan ilk psikometrik i\u015f zek\u00e2s\u0131 platformu olma iddias\u0131n\u0131 ta\u015f\u0131maktad\u0131r.<\/p>\n","protected":false},"excerpt":{"rendered":"

    Datakapital do\u011fal dil i\u015fleme mod\u00fcllerinin ar-ge’sini 2021 y\u0131l\u0131 A\u011fustos ay\u0131nda tamamen \u00f6zkaynaklar\u0131n\u0131 kullanarak tamamlam\u0131\u015ft\u0131 https:\/\/datakapital.com\/blog\/datakapital-tur-belgesi-ile-lisanslandi\/ ar-ge s\u00fcreci tamamlanan mod\u00fcller baz al\u0131narak Datakapital’in SaaS bir \u00fcr\u00fcne d\u00f6n\u00fc\u015ft\u00fcr\u00fclmesi planlan\u0131yordu. Bu \u00fcr\u00fcn geli\u015ftirme s\u00fcreci i\u00e7in Datakapital KOSGEB‘in \u00fcr-ge te\u015fvik program\u0131na ba\u015fvurdu ve proje kabul ald\u0131. \u00dcr-ge te\u015fvik program\u0131 12 ayl\u0131k bir s\u00fcrecin sonunda Datakapital’in SaaS bir \u00fcr\u00fcne d\u00f6n\u00fc\u015f\u00fcm\u00fcn\u00fcn<\/p>\n","protected":false},"author":3,"featured_media":3858,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[89],"tags":[162,164,166,167],"class_list":{"0":"post-3856","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-duyurular","8":"tag-datakapital","9":"tag-kosgeb","10":"tag-saas","11":"tag-ur-ge"},"better_featured_image":{"id":3858,"alt_text":"KOSGEB \u00dcr-ge","caption":"","description":"","media_type":"image","media_details":{"width":752,"height":617,"file":"2023\/01\/KSOGEB-Gorsel.jpg","filesize":117717,"sizes":{"medium":{"file":"KSOGEB-Gorsel-300x246.jpg","width":300,"height":246,"mime-type":"image\/jpeg","filesize":14369,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/01\/KSOGEB-Gorsel-300x246.jpg"},"thumbnail":{"file":"KSOGEB-Gorsel-150x150.jpg","width":150,"height":150,"mime-type":"image\/jpeg","filesize":5333,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/01\/KSOGEB-Gorsel-150x150.jpg"},"bunyad-small":{"file":"KSOGEB-Gorsel-150x123.jpg","width":150,"height":123,"mime-type":"image\/jpeg","filesize":4409,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/01\/KSOGEB-Gorsel-150x123.jpg"},"bunyad-medium":{"file":"KSOGEB-Gorsel-450x369.jpg","width":450,"height":369,"mime-type":"image\/jpeg","filesize":29121,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/01\/KSOGEB-Gorsel-450x369.jpg"}},"image_meta":{"aperture":"0","credit":"","camera":"","caption":"","created_timestamp":"0","copyright":"","focal_length":"0","iso":"0","shutter_speed":"0","title":"","orientation":"0","keywords":[]}},"post":3856,"source_url":"https:\/\/datakapital.com\/blog\/wp-content\/uploads\/2023\/01\/KSOGEB-Gorsel.jpg"},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/posts\/3856","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/comments?post=3856"}],"version-history":[{"count":5,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/posts\/3856\/revisions"}],"predecessor-version":[{"id":5494,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/posts\/3856\/revisions\/5494"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/media\/3858"}],"wp:attachment":[{"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/media?parent=3856"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/categories?post=3856"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/datakapital.com\/blog\/wp-json\/wp\/v2\/tags?post=3856"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}