{"id":28386,"date":"2026-08-07T09:58:57","date_gmt":"2026-08-07T09:58:57","guid":{"rendered":"https:\/\/happytrack.app\/?page_id=28386"},"modified":"2026-08-13T14:26:13","modified_gmt":"2026-08-13T14:26:13","slug":"research-center","status":"publish","type":"page","link":"https:\/\/happytrack.app\/tr\/research-center\/","title":{"rendered":"Research Center"},"content":{"rendered":"
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HappyTrack Research Lab<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Karar Verme, Alg\u0131 ve Yapay Zeka<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\u0130ki ki\u015fi ayn\u0131 durumu g\u00f6zlemleyip tamamen farkl\u0131 kararlara varabilir. Neden?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Bir durumu g\u00f6zlemlemek, yaln\u0131zca bilgi edinmekten ibaret de\u011fildir; bu s\u00fcre\u00e7; se\u00e7meyi, yorumlamay\u0131 ve anlam y\u00fcklemeyi i\u00e7erir. Bunlar da her bireyin bilgisi, beklentileri, de\u011ferleri ve kendi i\u00e7 d\u00fcnyas\u0131nda neleri fark edebildi\u011fiyle \u015fekillenen s\u00fcre\u00e7lerdir.<\/p>

Alg\u0131daki farkl\u0131l\u0131klar birer a\u011f\u0131rl\u0131k merkezi i\u015flevi g\u00f6rerek, karar verme s\u00fcrecinin t\u00fcm ak\u0131\u015f\u0131n\u0131 de\u011fi\u015ftirir. Dolay\u0131s\u0131yla mesele sadece do\u011fru ya da yanl\u0131\u015f karar vermek de\u011fil; ger\u00e7ekli\u011fi yorumlad\u0131\u011f\u0131m\u0131z s\u0131n\u0131rlar\u0131 fark edip kabul etme ve bu s\u0131n\u0131rlar\u0131n neler ortaya \u00e7\u0131karabilece\u011fini anlama kapasitesidir.<\/p>

Dan\u0131\u015fmanl\u0131k alan\u0131ndaki 20 y\u0131l\u0131 a\u015fk\u0131n ve mesleki geli\u015fim alan\u0131ndaki 18 y\u0131ll\u0131k deneyimimin ard\u0131ndan \u015funu fark ettim: Yapay zekan\u0131n hayat\u0131m\u0131za girmesi ve sosyal medyada g\u00f6r\u00fcn\u00fcr olma ihtiyac\u0131n\u0131n artmas\u0131, insanlar\u0131n sadece bilgiyi kullanma ve birbirleriyle etkile\u015fim kurma bi\u00e7imlerini de\u011fi\u015ftirmedi.<\/p>

Ayn\u0131 zamanda insanlar\u0131n bu bilgiyi yorumlama, anlam in\u015fa etme ve karar verme \u015fekillerini de k\u00f6kten de\u011fi\u015ftirdi.<\/p>

\u0130\u015fte bu y\u00fczden, hedeflere ula\u015fmak i\u00e7in sadece k\u00f6pr\u00fcler in\u015fa etmeyi ya da insanlar\u0131n bir noktadan di\u011ferine ge\u00e7mesini sa\u011flayacak yollar yaratmay\u0131 de\u011fil; bir \"ge\u00e7i\u015f\" olu\u015fturmay\u0131 \u00f6neriyorum.<\/p>

Bir karar yolculu\u011fu<\/strong>: bir karar\u0131n olu\u015fumunu ko\u015fulland\u0131ran bili\u015fsel s\u0131n\u0131rlar\u0131 g\u00f6zlemlenebilir, sorgulanabilir ve ke\u015ffedilebilir h\u00e2le getiren yapay zek\u00e2 destekli bili\u015fsel zek\u00e2<\/strong>. Ama\u00e7, bireyin kendi d\u00fc\u015f\u00fcncesini olu\u015ftururken fark\u0131nda olmad\u0131\u011f\u0131 mekanizmalar\u0131 g\u00f6r\u00fcn\u00fcr ve anla\u015f\u0131l\u0131r h\u00e2le getirmektir.<\/p>

Porque sem objetivos claros, uma travessia perde sua dire\u00e7\u00e3o.
Sem consci\u00eancia de mudan\u00e7a, n\u00e3o h\u00e1 realidade a alcan\u00e7ar.
Mas sem lucidez, n\u00e3o h\u00e1 coer\u00eancia que sustente a travessia.
E toda decis\u00e3o se torna apenas possibilidade quando n\u00e3o assume as pr\u00f3prias ren\u00fancias que a constituem.<\/p>

Zira se\u00e7enekleri ve tercihlerimizin sonu\u00e7lar\u0131n\u0131 bilmenin \u00f6tesinde; bu tercihleri \u200b\u200b\u015fekillendiren mekanizmalar\u0131 ve bunlar\u0131n, hayalini kurup in\u015fa etti\u011fimiz ili\u015fkilerde nas\u0131l tezah\u00fcr etti\u011fini anlamak gerekir. Karar verme s\u00fcre\u00e7lerini incelemenin en b\u00fcy\u00fck etkisi de i\u015fte budur: Karar\u0131n bizzat kendisinin yaratt\u0131\u011f\u0131 etkiden \u00e7ok daha \u00f6nce, nas\u0131l ve neye karar verdi\u011fimizi etkileyen mekanizmalara dair i\u00e7g\u00f6r\u00fc kazanmak.<\/p>

Belirleyici bir ge\u00e7i\u015f \u015funu \u00f6neriyor:<\/p>

  • uma margem de partida: a percep\u00e7\u00e3o<\/strong><\/li>
  • uma margem poss\u00edvel de chegada: o significado<\/strong><\/li>
  • uma dist\u00e2ncia: a<\/strong> interpreta\u00e7\u00e3o<\/strong><\/li>
  • yolculuk s\u0131ras\u0131nda de\u011fi\u015fen ko\u015fullar: se\u00e7im ve vazge\u00e7i\u015f<\/strong><\/li>
  • risk: de\u011ferlendirme ve yarg\u0131 hatalar\u0131<\/strong><\/li>
  • rehberlik ihtiyac\u0131: bili\u015fsel \u00f6nyarg\u0131lar<\/strong><\/li>
  • geri d\u00f6n\u00fc\u015f olas\u0131l\u0131\u011f\u0131: bili\u015fsel devir<\/strong><\/li>
  • yolcunun d\u00f6n\u00fc\u015f\u00fcm\u00fc: bili\u015fsel sorumluluk ve \u00fcstbili\u015f.<\/strong><\/li><\/ul>

    Bu laboratuvar\u0131n amac\u0131, yapay zeka arac\u0131l\u0131 bilgi ortamlar\u0131n\u0131n karar verme s\u00fcrecindeki bili\u015fsel s\u00fcre\u00e7leri nas\u0131l de\u011fi\u015ftirdi\u011fini ve \u015firket i\u00e7i ili\u015fkilerin sonu\u00e7lar\u0131n\u0131 nas\u0131l etkiledi\u011fini incelemektir.<\/p>

    Zira bir ge\u00e7i\u015f, yaln\u0131zca bir karara giden yol de\u011fildir. Ge\u00e7i\u015f; bizzat karar verme kapasitesinin in\u015fa edildi\u011fi, s\u0131nand\u0131\u011f\u0131 ve yeniden in\u015fa edildi\u011fi o s\u00fcrekli s\u00fcre\u00e7tir. Ve kararlar bili\u015fsel a\u00e7\u0131dan bireyseldir; ne var ki sonu\u00e7lar\u0131 itibar\u0131yla toplumsal d\u00fczlemde da\u011f\u0131l\u0131m g\u00f6sterir...<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Juliana C\u00e2ndido, PhD<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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    Misyon<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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    Kararlar\u0131 etkileyen alg\u0131 farkl\u0131l\u0131klar\u0131n\u0131, bu farkl\u0131l\u0131klar insanlar\u0131 ve kurumlar\u0131 olumsuz etkileyen zararl\u0131 hatalara d\u00f6n\u00fc\u015fmeden \u00f6nce ortaya \u00e7\u0131karmak.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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    Ger\u00e7ek d\u00fcnya verileri, deneyler ve yapay zek\u00e2dan yararlanarak bireysel mekanizmalar\u0131n kurumsal davran\u0131\u015f ve kararlar\u0131 nas\u0131l etkiledi\u011fini inceleyen, \u00f6nde gelen uluslararas\u0131 bir laboratuvar a\u011f\u0131 haline gelmek.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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    HappyTrack Ara\u015ft\u0131rma Laboratuvar\u0131 \u015funlardan olu\u015fmaktad\u0131r:<\/p>

    • ara\u015ft\u0131rmac\u0131lar (y\u00fcksek lisans ve doktora derecesine sahip)<\/li>
    • i\u015f birli\u011fi yap\u0131lan profes\u00f6rler<\/li>
    • \u00f6\u011frenciler<\/li>
    • giri\u015fimciler ve<\/li>
    • ili\u015fkili \u015firketler.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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      Kararlar\u0131 anlaman\u0131n yeni bir yolu\n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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      Laboratuvar, tek bir temel varsay\u0131m \u00fczerine kurulmu\u015ftur:<\/span><\/p>

      \u0130nsanlar kararlar\u0131n\u0131 yaln\u0131zca bilgiye dayanarak vermezler.<\/strong><\/p>

      Kararlar\u0131n\u0131; edindikleri bilgiyi nas\u0131l alg\u0131lad\u0131klar\u0131na, nas\u0131l yorumlad\u0131klar\u0131na ve ona nas\u0131l anlam y\u00fcklediklerine g\u00f6re verirler.<\/span><\/strong><\/p>

      Bu farkl\u0131l\u0131klar\u0131 anlamak; se\u00e7imleri, davran\u0131\u015flar\u0131 ve sonu\u00e7lar\u0131 etkileyen g\u00f6r\u00fcnmez mekanizmalar\u0131 anlamak anlam\u0131na gelir.<\/p>

      Yapay zeka, veri analiz etme kapasitemizi art\u0131r\u0131r.<\/p>

      Ancak as\u0131l zeka, insanlar\u0131n ayn\u0131 olgulardan nas\u0131l farkl\u0131 ger\u00e7eklikler in\u015fa etti\u011fini anlamakta yatar.<\/p>

      Laboratuvar da i\u015fte bu alanda faaliyet<\/strong> g\u00f6stermektedir.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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      FAQs - Research Lab<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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      <\/i><\/span><\/i><\/span>HappyTrack Ara\u015ft\u0131rma Laboratuvar\u0131 var m\u0131?<\/span><\/i><\/div>

      Bu laboratuvar, \u015firketlerin, soru\u015fturmac\u0131lar\u0131n ve soru\u015fturmaya adad\u0131klar\u0131 ki\u015filerin yan\u0131tlar\u0131n\u0131 bulmak i\u00e7in kriyoda kullan\u0131l\u0131yor.<\/p>

      \u0130mk\u00e2ns\u0131z bir alan oldu\u011fu i\u00e7in de\u011fil.<\/p>

      Sadece yeni bir alan oldu\u011fu i\u00e7in de de\u011fil.<\/p>

      Aksine, \"rahats\u0131zl\u0131k verici\" bir alan oldu\u011fu i\u00e7in.<\/p>

      Alg\u0131 farkl\u0131l\u0131klar\u0131 \u00fczerine \u00e7al\u0131\u015fmak; farkl\u0131 bili\u015fsel ger\u00e7eklikler, d\u00fcnyay\u0131 yorumlaman\u0131n farkl\u0131 yollar\u0131 ve kararlar\u0131 etkileyen farkl\u0131 i\u00e7sel yap\u0131larla \u00e7al\u0131\u015fmak anlam\u0131na gelir.<\/p>

      Belirli bir sistem i\u00e7indeki bilgi miktar\u0131 artt\u0131k\u00e7a; nesnel sonu\u00e7lara ula\u015fmak ve insanlar, gruplar ile fikirler aras\u0131nda uzla\u015f\u0131 sa\u011flamak amac\u0131yla bu bilginin i\u015flenmesi ve yorumlanmas\u0131ndaki karma\u015f\u0131kl\u0131k da artar.<\/p>

      Sonu\u00e7 olarak; mekanizmalar\u0131 anlamak, alg\u0131 farkl\u0131l\u0131klar\u0131n\u0131 fark etmek ve bu yorumlar\u0131n temelindeki esaslar\u0131 belirlemek \u015funlar\u0131 m\u00fcmk\u00fcn k\u0131lar:<\/p>

      • teknolojilerin kullan\u0131m\u0131nda daha fazla netlik;<\/li>
      • bireysel s\u0131n\u0131rlar\u0131n ve bunlar\u0131n toplumsal etkilerinin anla\u015f\u0131lmas\u0131nda daha derin bir kavray\u0131\u015f;<\/li>
      • artan otomasyon ba\u011flam\u0131nda ili\u015fkilerin daha insani bir nitelik kazanmas\u0131.<\/li><\/ul><\/div>\n <\/div>
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        <\/i><\/span><\/i><\/span>Bu laboratuvar neler \u00fcretir?<\/span><\/i><\/div>

        Laboratuvar; \u015funlara dair veriler, bilgiler ve analizler \u00fcretir:<\/p>

        • alg\u0131 farkl\u0131l\u0131klar\u0131;<\/li>
        • yapay zek\u00e2 arac\u0131l\u0131\u011f\u0131yla uygulanan bili\u015fsel zek\u00e2;<\/li>
        • kurumlar b\u00fcnyesinde deneyimi ve ger\u00e7ek m\u00fc\u015fteri odakl\u0131l\u0131\u011f\u0131 \u00f6l\u00e7meye yarayan metriklerin somutla\u015ft\u0131r\u0131lmas\u0131.<\/li><\/ul><\/div>\n <\/div>
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          <\/i><\/span><\/i><\/span>Bir laboratuvar \u00fcyesi ne \u00fcretir?<\/span><\/i><\/div>

          Bir laboratuvar \u00fcyesi veri, enformasyon veya bilgi \u00fcretir.<\/p>

          Veriler, e\u011fitim \u00e7al\u0131\u015fmalar\u0131 veya i\u015f ortamlar\u0131nda y\u00fcr\u00fct\u00fclen ara\u015ft\u0131rmalar s\u0131ras\u0131nda ger\u00e7ekle\u015ftirilen toplama faaliyetleri yoluyla elde edilir.<\/p>

          Enformasyon, laboratuvara \u00f6zg\u00fc algoritmalar kullan\u0131larak y\u00fcr\u00fct\u00fclen \u00e7al\u0131\u015fmalardan elde edilir.<\/p>

          S\u00f6z konusu \u00e7al\u0131\u015fma ve analizler, yard\u0131mc\u0131 ara\u015ft\u0131rmac\u0131lar ve laboratuvar\u0131n kurucusu taraf\u0131ndan ger\u00e7ekle\u015ftirilir.<\/p><\/div>\n <\/div>

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          <\/i><\/span><\/i><\/span>Verilerin sahibi kimdir?<\/span><\/i><\/div>

          Todos os dados brutos gerados e todas as an\u00e1lises realizadas s\u00e3o de responsabilidade e dom\u00ednio das empresas \u00e0s quais as ferramentas utilizadas pertencem.<\/p>

          Entretanto, ap\u00f3s a publica\u00e7\u00e3o dos resultados das an\u00e1lises, os conhecimentos produzidos tornam-se de dom\u00ednio p\u00fablico.<\/p><\/div>\n <\/div>

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          <\/i><\/span><\/i><\/span>Kat\u0131l\u0131mc\u0131 bir okul laboratuvardan ne al\u0131r?<\/span><\/i><\/div>

          Kat\u0131l\u0131mc\u0131 okul; alg\u0131 farkl\u0131l\u0131klar\u0131 \u00fczerine yap\u0131lan tematik \u00e7al\u0131\u015fmalar ve yapay zek\u00e2n\u0131n giderek daha ak\u0131ll\u0131 d\u00fc\u015f\u00fcnme pratiklerini destekleyen bir ara\u00e7 olarak kullan\u0131lmas\u0131na y\u00f6nelik fark\u0131ndal\u0131k \u00e7al\u0131\u015fmalar\u0131 arac\u0131l\u0131\u011f\u0131yla geli\u015ftirilen, uygulamaya haz\u0131r pedagojik etkinlikler al\u0131r.<\/p>

          Kat\u0131l\u0131m s\u00fcrecinin sonunda, \u00f6\u011fretmenler \u00f6\u011frencilerinin karar verme kal\u0131plar\u0131 hakk\u0131nda bilgi al\u0131r.<\/p>

          Okul \u015funlar\u0131 al\u0131r:<\/p>

          • \u00f6\u011frenciler ve farkl\u0131 senaryolar aras\u0131nda kar\u015f\u0131la\u015ft\u0131rmal\u0131 analizler;<\/li>
          • di\u011fer yerlerde y\u00fcr\u00fct\u00fclen \u00e7al\u0131\u015fmalara eri\u015fim imkan\u0131;<\/li>
          • laboratuvar\u0131n ara\u015ft\u0131rmalar\u0131ndan \u00fcretilen yeni bilgiler.<\/li><\/ul><\/div>\n <\/div>
            \n
            <\/i><\/span><\/i><\/span>Bir \u00f6\u011frenci ne al\u0131r?<\/span><\/i><\/div>

            \u00d6\u011frenci, yapay zekay\u0131 daha isabetli bir \u015fekilde kullanmas\u0131na yard\u0131mc\u0131 olacak bilgiler al\u0131r.<\/p>

            Ayr\u0131ca \u015funlar\u0131 da al\u0131r:<\/p>

            • kendi karar verme profili;<\/li>
            • yap\u0131lan ara\u015ft\u0131rmalar\u0131n sonu\u00e7lar\u0131;<\/li>
            • kendi yorumlama ve se\u00e7im mekanizmalar\u0131 hakk\u0131nda daha fazla fark\u0131ndal\u0131k.<\/li><\/ul><\/div>\n <\/div>
              \n
              <\/i><\/span><\/i><\/span>Bir ara\u015ft\u0131rmac\u0131 ne al\u0131r?<\/span><\/i><\/div>

              Ba\u011fl\u0131 bir ara\u015ft\u0131rma laboratuvar\u0131 arac\u0131l\u0131\u011f\u0131yla, kat\u0131l\u0131mc\u0131 bir ara\u015ft\u0131rmac\u0131, bilimsel faaliyetlerini y\u00fcr\u00fctebilmek i\u00e7in veri al\u0131r.<\/p>

              Kar\u015f\u0131l\u0131\u011f\u0131nda, bu ara\u015ft\u0131rmalardan elde edilen bilgi ve sonu\u00e7lar\u0131 sa\u011flar ve yay\u0131nlar\u0131 laboratuvar\u0131n kurucusuyla birlikte ger\u00e7ekle\u015ftirir.<\/p><\/div>\n <\/div>

              \n
              <\/i><\/span><\/i><\/span>Laboratuvar neden gezici?<\/span><\/i><\/div>

              Karar vermeyle \u00e7al\u0131\u015fmak, farkl\u0131 alg\u0131larla \u00e7al\u0131\u015fmakt\u0131r.<\/p>

              Alg\u0131lar; de\u011ferler, k\u00fclt\u00fcrler, deneyimler, ili\u015fki bi\u00e7imleri, \u00e7\u0131karlar ve bireyler ile gruplar aras\u0131nda farkl\u0131l\u0131k g\u00f6steren uygulamalardan in\u015fa edilir.<\/p>

              Kararlar giderek daha karma\u015f\u0131k sistemlere ba\u011fl\u0131 hale geldik\u00e7e, gezici laboratuvar\u0131n amac\u0131 bu sistemlerin insanlar\u0131n bak\u0131\u015f a\u00e7\u0131s\u0131n\u0131 nas\u0131l etkiledi\u011fini anlamakt\u0131r.<\/p>

              \u00d6neri; bireysel farkl\u0131l\u0131klar\u0131n \u00f6rg\u00fctsel s\u00fcre\u00e7leri, kolektif kararlar\u0131 ve payla\u015f\u0131lan ger\u00e7ekliklerin in\u015fas\u0131n\u0131 nas\u0131l etkiledi\u011fini ortaya koyabilecek kar\u015f\u0131la\u015ft\u0131rmalar yapmakt\u0131r.<\/p><\/div>\n <\/div>

              \n
              <\/i><\/span><\/i><\/span>Yeni bir \u015fehir laboratuvara nas\u0131l kat\u0131l\u0131r?<\/span><\/i><\/div>

              Kat\u0131l\u0131mc\u0131 \u015fehirler a\u015fa\u011f\u0131daki kriterlere g\u00f6re se\u00e7ilir:<\/p>