{"id":1959726,"date":"2024-12-21T13:54:24","date_gmt":"2024-12-21T18:54:24","guid":{"rendered":"https:\/\/gijn.org\/?p=1959726"},"modified":"2025-01-06T05:37:48","modified_gmt":"2025-01-06T10:37:48","slug":"arastirmaci-gazeteciler-icin-yapay-zeka-araclari-ve-oneriler","status":"publish","type":"post","link":"https:\/\/gijn.org\/tr\/kaynak\/arastirmaci-gazeteciler-icin-yapay-zeka-araclari-ve-oneriler\/","title":{"rendered":"Ara\u015ft\u0131rmac\u0131 Gazeteciler i\u00e7in Yapay Zeka Ara\u00e7lar\u0131 ve \u00d6neriler!"},"content":{"rendered":"<p>17 Aral\u0131k 2024 sal\u0131 g\u00fcn\u00fc K\u00fcresel Ara\u015ft\u0131rmac\u0131 Gazetecilik A\u011f\u0131 (GIJN), \u201cAra\u015ft\u0131rmac\u0131 Gazetecilikte Etkin Yapay Zek\u00e2 Kullan\u0131m\u0131\u201d konulu webinar d\u00fczenlendi. Oturumda yapay zek\u00e2n\u0131n ara\u015ft\u0131rmac\u0131 gazetecilikte rol\u00fcne, kullan\u0131lan yapay zek\u00e2 ara\u00e7lar\u0131na, yapay zek\u00e2dan etkin \u015fekilde yararlanan haber merkezlerine, yapay zek\u00e2 etik yakla\u015f\u0131mlara ve haber mezkerlerinin bu teknolojiyle ili\u015fkisine <a href=\"https:\/\/gijn.org\/tr\/etkinlik\/gijn-webinar-arastirmaci-gazetecilikte-etkin-yapay-zeka-kullanimi\/\">yer verilldi.<\/a><\/p>\n<p>Yapay zek\u00e2; ara\u015ft\u0131rmac\u0131 gazeteciler i\u00e7in destekleyici\u00a0 \u00e7\u00f6z\u00fcmler sunan, tamamlay\u0131c\u0131 bir ara\u00e7 h\u00e2line geliyor. B\u00fcy\u00fck veri setlerinden anlaml\u0131 \u00f6r\u00fcnt\u00fcler bulmay\u0131 sa\u011flarken ara\u015ft\u0131rmac\u0131 gazetecilerin ara\u015ft\u0131rmalar\u0131n\u0131 daha kapsaml\u0131 ve etkili yapmalar\u0131na yard\u0131mc\u0131 olabiliyor. Ayr\u0131ca veri analizi, otomatik belge inceleme, y\u00fcz tan\u0131ma ve g\u00f6r\u00fcnt\u00fc analizi, duygu analizi, sosyal medya takibi, detayl\u0131 ara\u015ft\u0131rma y\u00f6ntemleri sa\u011flamas\u0131, geli\u015fmi\u015f ger\u00e7eklik kontrol\u00fc ve fazlas\u0131na y\u00f6nelik tamamlay\u0131c\u0131 destekler sunabiliyor. Ancak, ayn\u0131 zamanda yapay zek\u00e2n\u0131n kullan\u0131m\u0131n\u0131 etik kapsamda ele almak, bilgi b\u00fct\u00fcnl\u00fc\u011f\u00fcn\u00fc \u00f6nemsemek, \u015feffaf hareket etmek ve gizlili\u011fi korumak da \u00f6nem ta\u015f\u0131yor.<\/p>\n<p>GIJN bu konular oda\u011f\u0131nda Veri Bilimci <strong>\u0130pek Bar\u0131\u015f Schlicht<\/strong>, Veri Gazetecisi <strong>Defne Alt\u0131ok<\/strong> ve Ara\u015ft\u0131rmac\u0131 Gazeteci <strong>Do\u011fu Ero\u011flu<\/strong>\u2019nu konuk ederek ara\u015ft\u0131rmac\u0131 gazetecilerin yapay zekayla \u00e7al\u0131\u015f\u0131rken nereden ba\u015flamalar\u0131 gerekti\u011fine,\u00a0 yapay zek\u00e2n\u0131n veri do\u011frulama ve veri ara\u015ft\u0131rmada ne gibi avantajlar sa\u011flad\u0131\u011f\u0131na, ChatGPT gibi dil modellerinin limitleri, bu uygulamalar\u0131 kullan\u0131rken dikkat edilmesi\u00a0 gereken hususlar\u0131n yan\u0131 s\u0131ra gazetecilerin \u015fimdiye kadar yapay zek\u00e2 ara\u00e7lar\u0131n\u0131 daha \u00e7ok hangi alanlarda kullan\u0131ld\u0131klar\u0131, bu konudaki e\u011filimlerin neler oldu\u011funa, bu alanda b\u00fcy\u00fck medya kurumlar\u0131n hangi politikalar\u0131 var ve \u00e7izdikleri s\u0131n\u0131rlar neler, bu \u00e7er\u00e7evede, ne gibi projeler geli\u015ftiriyorlar, gibi sorular\u0131n cevab\u0131n\u0131 masaya yat\u0131rd\u0131.<\/p>\n<p>The Guardian, Economist, DW gibi kurumlardan \u00f6rneklerin de yer alaca\u011f\u0131 oturumda, mevcut ara\u00e7lar\u0131n hangilerinin i\u015flevsel oldu\u011funa ve a\u011f analizi yaparken yapay zek\u00e2n\u0131n rol\u00fcne ve fazlas\u0131na yer verildi.<\/p>\n<p><strong>Oturumunda veri gazetecisi Denfe Alt\u0131ok<\/strong> yapay zeka ara\u00e7lar\u0131n\u0131, olas\u0131 riskleri ve f\u0131rsarlar\u0131 payla\u015ft\u0131.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/docs.google.com\/presentation\/d\/e\/2PACX-1vR6KMI7THU-UyggAoF9FcDM4HPGUBVnYD0p0aNBe5s-qej7MQHRqtuEOSD2Gn2LtPWfnclLAcBTeF0g\/embed?start=false&amp;loop=false&amp;delayms=3000\" width=\"760\" height=\"569\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><\/p>\n<p><strong>Veri Bilimci ve ara\u015ft\u0131rmac\u0131 \u0130pek Bar\u0131\u015f Schlicht<\/strong> ara\u015ft\u0131rmac\u0131 ve veri gazetecili\u011finde yapay zekan\u0131n teknik olarak nas\u0131l yer edindi\u011fine yer verdi.<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/docs.google.com\/presentation\/d\/e\/2PACX-1vTlZn9MaH1uXWs322Ej7YHi2EYfSF1C2L1WC2gcQnKqupKqmdy6v6AXq_0GPg5l8tmbBrHZHMSp1AvX\/embed?start=false&amp;loop=false&amp;delayms=3000\" width=\"760\" height=\"569\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><span data-mce-type=\"bookmark\" style=\"display: inline-block; width: 0px; overflow: hidden; line-height: 0;\" class=\"mce_SELRES_start\">\ufeff<\/span><\/iframe><\/p>\n<p><strong>Ara\u015ft\u0131rmac\u0131 Gazeteci Do\u011fu Ero\u011flu<\/strong> ise oturumunda ara\u015ft\u0131rmac\u0131 gazetecilik veri setlerinde yapay zeka kullan\u0131lm\u0131\u015f olsayd\u0131 konulu<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.canva.com\/design\/DAGZQ6ITCrc\/jweNZEid6P3KCwPV6RBBaw\/edit\"> sunumuyla<\/a> \u00fczerine \u00e7al\u0131\u015ft\u0131\u011f\u0131 projeleri payla\u015ft\u0131.<\/p>\n<div id=\"attachment_1959732\" style=\"width: 824px\" class=\"wp-caption alignnone\"><a href=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/12\/2024-12-21_21-44-51.png\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-1959732\" class=\"wp-image-1959732\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/12\/2024-12-21_21-44-51.png\" alt=\"\" width=\"814\" height=\"458\" srcset=\"https:\/\/gijn.org\/wp-content\/uploads\/2024\/12\/2024-12-21_21-44-51.png 1920w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/12\/2024-12-21_21-44-51-336x189.png 336w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/12\/2024-12-21_21-44-51-771x434.png 771w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/12\/2024-12-21_21-44-51-768x432.png 768w, https:\/\/gijn.org\/wp-content\/uploads\/2024\/12\/2024-12-21_21-44-51-1536x864.png 1536w\" sizes=\"auto, (max-width: 814px) 100vw, 814px\" \/><\/a><p id=\"caption-attachment-1959732\" class=\"wp-caption-text\">Sunuma <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.canva.com\/design\/DAGZQ6ITCrc\/uw8t-a-j09hpGRPOU2M8Yg\/view?utm_content=DAGZQ6ITCrc&amp;utm_campaign=designshare&amp;utm_medium=link2&amp;utm_source=uniquelinks&amp;utlId=h791f9612d9\">buradan<\/a> eri\u015febilirsiniz.<\/p><\/div>\n<p>Oturumu giri\u015fte yer alan <a href=\"https:\/\/youtu.be\/PIXdPcWkbFw?si=MyZ1fbVOYkgaOAn4\" target=\"_blank\" rel=\"noopener\"><strong>Youtube kanal\u0131ndan<\/strong> i<\/a>zleyebilirsiniz.<\/p>\n<hr \/>\n<p><em><b>Konu\u015fmac\u0131lar<\/b><\/em><\/p>\n<p>Veri Gazetecisi Defne Alt\u0131ok: 2014 y\u0131l\u0131nda Bo\u011fazi\u00e7i \u00dcniversitesi\u2019nden Sosyoloji ile Siyaset Bilimi&amp;Uluslararas\u0131 \u0130li\u015fkiler b\u00f6l\u00fcmlerinde \u00e7ift anadal yaparak mezun oldu. Y\u00fcksek lisans e\u011fitimini Almanya\u2019daki Mannheim \u00dcniversitesi\u2019nde Siyaset Bilimi alan\u0131nda yapt\u0131. Almanya\u2019n\u0131n uluslararas\u0131 kamu kurulu\u015fu Deutsche Welle\u2019nin (DW) 18 ay s\u00fcren 2018 Gazetecilik E\u011fitim Program\u0131\u2019n\u0131 tamamlayan Alt\u0131ok, g\u00fcn\u00fcm\u00fczde halen ayn\u0131 kurumda serbest gazeteci olarak \u00e7al\u0131\u015f\u0131yor. \u015eu anda, DW T\u00fcrk\u00e7e\u2019nin T\u00fcrkiye\u2019de yap\u0131c\u0131 ve veri odakl\u0131 gazetecili\u011fi vurgulayan, BBC, France24 ve Voice of America (VOA) ile ortak y\u00fcr\u00fctt\u00fc\u011f\u00fc +90 projesi i\u00e7in muhabirlik ve edit\u00f6rl\u00fck yapmaktad\u0131r. 2023 y\u0131l\u0131nda London School of Economics\u2019in JournalismAI Program\u0131\u2019na kabul edilen Alt\u0131ok, 6 ay boyunca farkl\u0131 kurulu\u015flardan edit\u00f6rler ve teknoloji uzmanlar\u0131yla birlikte metinlerdeki \u00f6nyarg\u0131 ve ayr\u0131mc\u0131l\u0131\u011f\u0131 tespit etmek i\u00e7in bir yapay zek\u00e2 arac\u0131 \u00fczerinde \u00e7al\u0131\u015ft\u0131.<\/p>\n<p><em>Ayr\u0131ca medyada yapay zek\u00e2 (NLP) kullan\u0131m\u0131 ile ilgili iki akademik makaleye yazar olarak katk\u0131 sa\u011flad\u0131. <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.journalismfestival.com\/programme\/2022\/using-ai-to-help-detect-bias-and-discrimination-in-english-and-arabic-text\">Yapay Zeka Arac\u0131: 2024 Bias Blocker Uluslararas\u0131 Perugia Gazetecilik Festivali Sunumu (Nisan 2024)<\/a><\/em><\/p>\n<p><em>Makale: <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2404.06488\">Pitfalls of Conversational LLMs on News Debiasing<\/a> (Nisan 2024)<\/em><br \/>\n<em>(T\u00fcrk\u00e7e Ba\u015fl\u0131k: B\u00fcy\u00fck Dil Modellerinin (NLP) Haberlerdeki \u00d6nyarg\u0131y\u0131 Belirleme Alan\u0131ndaki Engelleri)<\/em><\/p>\n<p><em>Makale: <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.researchgate.net\/publication\/372234550_DWReCO_at_CheckThat_2023_Enhancing_Subjectivity_Detection_through_Style-based_Data_Sampling\">Enhancing Subjectivity Detection through Style-based Data Sampling<br \/>\n<\/a>(Temmuz 2023) (T\u00fcrk\u00e7e Ba\u015fl\u0131k: Stil Temelli Veri \u00d6rnekleme ile \u00d6znellik Alg\u0131s\u0131n\u0131 Geli\u015ftirme)<\/em><\/p>\n<hr \/>\n<p><em><b>Veri Bilimci ve ara\u015ft\u0131rmac\u0131 \u0130pek Bar\u0131\u015f Schlicht<\/b>: 2013 y\u0131l\u0131nda Dokuz Eyl\u00fcl \u00dcniversitesi Elektrik ve Elektronik M\u00fchendisli\u011fi b\u00f6l\u00fcm\u00fcnden mezun olduktan sonra yaz\u0131l\u0131m alan\u0131nda uzmanla\u015fmak amac\u0131yla \u0130zmir Y\u00fcksek Teknoloji Enstit\u00fcs\u00fc\u2019nde Bilgisayar M\u00fchendisli\u011fi y\u00fcksek lisans e\u011fitimi g\u00f6rd\u00fc. 2016 y\u0131l\u0131ndan bu yana, YZ alan\u0131nda hem yurti\u00e7i hem de uluslararas\u0131 AR-GE projelerinde aktif olarak \u00e7al\u0131\u015fmaktad\u0131r. 2018 y\u0131l\u0131nda Almanya\u2019ya yerle\u015fmesi ile birlikte dezenformasyon \u00f6nleme ve veri do\u011frulama konular\u0131 ilgisini \u00e7ekmi\u015f ve bu alanlarda, \u00f6zellikle YZ ve dil modeli teknolojilerini kullanarak, gazeteciler ve veri do\u011frulay\u0131c\u0131lar i\u00e7in YZ destekli y\u00f6ntemler geli\u015ftirmeye ve ara\u015ft\u0131rmalar yapmaya ba\u015flam\u0131\u015ft\u0131r. \u015eu anda DW\u2019de veri bilimcisi olarak g\u00f6rev yapmakta ve ayn\u0131 zamanda Bonn \u00dcniversitesi\u2019nde yar\u0131 zamanl\u0131 ara\u015ft\u0131rma g\u00f6revlisi olarak \u00e7al\u0131\u015fmaktad\u0131r. Ayr\u0131ca Valencia Teknik \u00dcniversitesi\u2019nde doktora e\u011fitimini s\u00fcrd\u00fcrmekte olup doktora tezini sa\u011fl\u0131k alan\u0131ndaki yanl\u0131\u015f bilgilerin yapay zek\u00e2 kullan\u0131larak tespit edilmesi \u00fczerine yapmaktad\u0131r.<\/em><\/p>\n<p><em>Akademik \u00e7al\u0131\u015fmalar\u0131na buradan ula\u015fabilir: <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/scholar.google.de\/citations?user=ueOrUyUAAAAJ&amp;hl=en\">https:\/\/scholar.google.de\/citations?user=ueOrUyUAAAAJ&amp;hl=en<\/a><\/em><\/p>\n<hr \/>\n<p><em><b>Ara\u015ft\u0131rmac\u0131 Gazeteci Do\u011fu Ero\u011flu<\/b>, 2011 y\u0131l\u0131ndan bu yana muhabir olarak \u00e7al\u0131\u015fmaktad\u0131r. \u00c7evre (\u0130klim de\u011fi\u015fikli\u011fi, iklim adaleti, \u00e7evresel ihtilaflar, \u00e7evresel adalet, fosil yak\u0131ta dayal\u0131 enerji end\u00fcstrileri ve madencilik sekt\u00f6r\u00fc), \u00e7at\u0131\u015fma (Devlet d\u0131\u015f\u0131 silahl\u0131 gruplar, \u0130slami radikalizm, cihat\u00e7\u0131 \u00f6rg\u00fctler, \u0130slam Devleti, el-Kaide), yasad\u0131\u015f\u0131 ticaret a\u011flar\u0131, silah ve m\u00fchimmat ka\u00e7ak\u00e7\u0131l\u0131\u011f\u0131 uzmanl\u0131k alanlar\u0131 aras\u0131ndad\u0131r.<\/em><\/p>\n<p><em>Ero\u011flu, Columbia University in the City of New York\u2019a ba\u011fl\u0131 Institute for the Study of Human Rights (\u0130nsan Haklar\u0131 Ara\u015ft\u0131rma Enstit\u00fcs\u00fc) b\u00fcnyesindeki AHDA Program\u0131 (Accountability and Historical Dialogue) kat\u0131l\u0131mc\u0131s\u0131d\u0131r.<\/em><\/p>\n<p><em>Ero\u011flu\u2019nun ilk kitab\u0131 <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/iletisim.com.tr\/kitap\/isid-aglari\/9641\">I\u015e\u0130D A\u011flar\u0131<\/a>, 2018\u2019de \u0130leti\u015fim Yay\u0131nlar\u0131 taraf\u0131ndan bas\u0131lm\u0131\u015ft\u0131r. Ara\u015ft\u0131rmac\u0131 Gazeteciler i\u00e7in Ba\u011f\u0131ms\u0131z Haber Merkezi <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/ortak.org\/\">Ortak<\/a>\u2019\u0131n kurucusu ve direkt\u00f6r\u00fc olan Ero\u011flu, T24 i\u00e7in freelance \u00e7al\u0131\u015fmakta, ba\u011f\u0131ms\u0131z video ve ara\u015ft\u0131rma \u00e7al\u0131\u015fmalar\u0131na katk\u0131 sunmaktad\u0131r.<\/em><\/p>\n<p><em><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/iletisim.com.tr\/kitap\/isid-aglari\/9641\">https:\/\/iletisim.com.tr\/kitap\/isid-aglari\/9641<\/a><\/em><br \/>\n<em><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/ortak.org\/\">https:\/\/ortak.org\/<\/a><\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>17 Aral\u0131k 2024 sal\u0131 g\u00fcn\u00fc K\u00fcresel Ara\u015ft\u0131rmac\u0131 Gazetecilik A\u011f\u0131 (GIJN), \u201cAra\u015ft\u0131rmac\u0131 Gazetecilikte Etkin Yapay Zek\u00e2 Kullan\u0131m\u0131\u201d konulu webinar d\u00fczenlendi. Oturumda yapay zek\u00e2n\u0131n ara\u015ft\u0131rmac\u0131 gazetecilikte rol\u00fcne, kullan\u0131lan yapay zek\u00e2 ara\u00e7lar\u0131na, yapay zek\u00e2dan etkin \u015fekilde yararlanan haber merkezlerine, yapay zek\u00e2 etik yakla\u015f\u0131mlara ve haber mezkerlerinin bu teknolojiyle ili\u015fkisine yer verilldi.<\/p>\n","protected":false},"author":3031167,"featured_media":1959804,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"republication-tracker-tool-hide-widget":false,"footnotes":"","_tec_slr_enabled":"","_tec_slr_layout":""},"categories":[23206,23200,23205],"tags":[22315,22514],"gijn_topic":[18933],"series":[],"gijn_language":[],"gijn_region":[],"class_list":["post-1959726","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hikayeler","category-kaynak","category-video-tr","tag-gijn-turkce-tr","tag-yapay-zeka-tr","gijn_topic-arastirma-ipuclari-ve-araclar"],"acf":[],"ticketed":false,"_links":{"self":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts\/1959726","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/users\/3031167"}],"replies":[{"embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/comments?post=1959726"}],"version-history":[{"count":7,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts\/1959726\/revisions"}],"predecessor-version":[{"id":1989949,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts\/1959726\/revisions\/1989949"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/media\/1959804"}],"wp:attachment":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/media?parent=1959726"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/categories?post=1959726"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/tags?post=1959726"},{"taxonomy":"gijn_topic","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/gijn_topic?post=1959726"},{"taxonomy":"series","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/series?post=1959726"},{"taxonomy":"gijn_language","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/gijn_language?post=1959726"},{"taxonomy":"gijn_region","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/gijn_region?post=1959726"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}