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Yapay Zekanın Gazetecilik Pratiklerindeki Yeri

Yıl 2024, Cilt: 3 Sayı: 2, 135 - 163, 30.11.2024

Öz

İletişim araştırmaları alanında yapay zekâ üzerine yapılan çalışmalar giderek önemini artırmaktadır. Yapay zekâ teknolojileri, hızla artan kullanımıyla günlük yaşamın her alanına nüfuz ederken, medya ve iletişim alanlarında da kendini giderek daha fazla hissettirmekte ve bu sektörlerde önemli değişikliklere öncülük etmektedir. Bu bağlamda yapay zekâ teknolojilerinin gelişimi, gazetecilik pratiklerini de derinden etkilemektedir. Bu çalışmanın amacı, yapay zekânın gazetecilik pratiklerine olan etkilerini incelemek, teknolojik dönüşümün mesleğe olan potansiyel etkilerini ve gazetecilik etik ilkeleri ile mesleki standartlar açısından karşılaşılabilecek zorlukları ve fırsatları değerlendirmektir. Yapay zekâ teknolojileri haber üretiminden sunumuna ve dağıtımına gazetecilik süreçlerinin her aşamasına etki etmekle beraber özellikle önyargı, taraflılık ve etik ihlalleri artırma potansiyelinden dolayı gazetecilikteki uygulamalarının ve etkilerinin yeniden değerlendirilmesi gerekmektedir. Bu çerçevede; iletişim teknolojilerinin gelişimi, yapay zekâ kavramı ve medya alanında kullanımı ile gazetecilik pratiklerine etkisi argümantatif bir metotla incelenecektir. Araştırma sorusuna verilecek yanıtlar, daha önce yapılan bilimsel çalışmaların argümanlarına dayanarak oluşturulacaktır. Çalışmanın araştırma sorusu şöyledir: Yapay zekânın gazetecilikteki kullanımı, bilgi üretimi, sunumu ve dağıtım süreçlerine nasıl etki etmekte ve bu uygulamalar gazetecilik pratikleri ile etik kurallar ve yayın politikası üzerinde hangi olumlu ve olumsuz değişimleri yaratmaktadır? Araştırma bulgularına göre, yapay zekâ uygulamaları haber üretim süreçlerini hızlandırırken aynı zamanda bilgi toplama ve analiz kapasitelerini artırarak gazetecilikte derinlemesine raporlama olanaklarını genişletmiştir. Bu teknoloji, haberlerin kişiselleştirilmesi ve belirli kitlelere yönelik dağıtımı gibi özelliklerle okuyucu deneyimini etkilemekte ve kısıtlı kaynaklarla çalışan medya kuruluşları için değerli fırsatlar sunmaktadır. Bununla birlikte, yapay zekânın getirdiği etik sorunlar ve algoritmik önyargılar gibi riskler de bu teknolojinin gazetecilik üzerindeki potansiyel negatif etkileri arasında yer almaktadır.

Kaynakça

  • Aghaei, S., Nematbakhsh, M. A., & Farsani, H. K. (2012). Evolution of the world wide web: From WEB 1.0 TO WEB 4.0. International Journal of Web ve Semantic Technology, 3(1), 1-10.
  • Aktaş, C. (2014). QR kodlar ve iletişim teknolojilerinin hibritleşmesi (2. Baskı). Kalkedon.
  • Akyazı, A. (2019). İletişimde dijitalleşme ve yeni nesil habercilik (1. Baskı). Kriter Yayınevi.
  • Almalki, F. A., Aljohani, M., Algethami, M., & Soufiene, B. O. (2022). Incorporating drone and AI to empower smart journalism via optimizing a propagation model. Sustainability, 14(7), 3758.
  • Alver, F. (2023). Yurttaş gazeteciliği. TRT Yayınları-1.
  • Anantrasirichai, N., & Bull, D. (2022). Artificial intelligence in the creative industries: a review. Artificial intelligence review, 1-68.
  • Anderson, B., & Borges-Rey, E. (2019). Encoding the UX: User Interface as a Site of Encounter between Data Journalists and Their Constructed Audiences. Data Journalism, 7(9).
  • Arzuaga, L. S. (2022). From the Classroom to the Newsroom A Critical Route to Introduce AI in Journalism, Facts ve Frictions, 2(1).
  • Aslan, E. Ş., & Kolancı, D. (2018). Semantik web’in marka itibarına etkisi üzerine bir araştırma. The Journal of International Scientific Researches, 2(4), 208-220.
  • Atabek, Ü. (2001). İletişim ve Teknoloji (1. Baskı). Seçkin Yayıncılık.
  • Backus, B., Bloom, B., Lazzeri, A., Yordanov, Y., & Freund, Y. (2023). The evolution of academic publishing: mega journals and artificial intelligence-authored articles. European Journal of Emergency Medicine, 30(3), 151-152.
  • Barrero, M. Á. F. (2018). Journalism and drones. Challenges and opportunities of the use of drones in news production. Doxa Comunicación, (26).
  • Başlar, G. (2013, Ocak 23-25). Yeni medyanın gelişimi ve dijitalleşen kapitalizm [Bildiri]. XV. Akademik Bilişim Konferansı, Akdeniz Üniversitesi, Antalya, Türkiye.
  • Bernert, R., Hilberg, A., Melia, R., Kim, J., Shah, N., & Abnousi, F. (2020). Artificial intelligence and suicide prevention: a systematic review of machine learning investigations. International Journal of Environmental Research and Public Health, 17(16), 5929.
  • Berry, C., Kim, S., & Spiegel, L. (Ed.). (2010). Electronic elsewhere media, technology, and the experience of social space. Unıversıty Of Mınnesota Press.
  • Biswal, S. K., & Gouda, N. K. (2020). Artificial intelligence in journalism: A boon or bane?. Optimization in machine learning and applications, 155-167.
  • Biswal, S. K., & Kulkarni, A. J. (2024). Exploring the Intersection of Artificial Intelligence and Journalism: The Emergence of a New Journalistic Paradigm. Taylor ve Francis.
  • Boyd, d. m., & Ellison, N. B. (2007). Social network sites: Definition, history, and scholarship. Journal of Computer-Mediated Communication, 13(1), 210–230.
  • Broussard, M., Diakopoulos, N., Guzman, A., Abebe, R., Dupagne, M., & Chuan, C. (2019). Artificial intelligence and journalism. Journalism ve Mass Communication Quarterly, 96(3), 673-695.
  • Bruns, A. (2017). Blog. The Wiley‐Blackwell Encyclopedia of Social Theory, 1-3.
  • Brynjolfsson, E., Mcafee, A. (2017). Artificial intelligence, for real. Harvard business review, 1, 1-31.
  • Burgess, J., Green, J. (2018). YouTube: Online video and participatory culture. John Wiley ve Sons.
  • Carlson, M. (2015). The robotic reporter: Automated journalism and the redefinition of labor, compositional forms, and journalistic authority. Digital journalism, 3(3), 416-431.
  • Carr, C. T., & Hayes, R. A. (2015). Social media: defining, developing, and divining. Atlantic Journal of Communication, 23(1), 46-65. https://doi.org/10.1080/15456870.2015.972282.
  • Castells, M. (2013). Ağ toplumunun yükselişi, (Çev. E. Kılıç), İstanbul: Bilgi Üniversitesi Yayınları.
  • Chai, S., Hayat, A., & Flaherty, G. (2022). Integrating artificial intelligence into haematology training and practice: opportunities, threats and proposed solutions. British Journal of Haematology, 198(5), 807-811.
  • Chan-Olmsted, S. M. (2019). A review of artificial intelligence adoptions in the media industry. International Journal on Media Management, 21(3-4), 193-215.
  • Cruz, R., & Fernandes, R. (2011). Journalism in virtual worlds. Journal For Virtual Worlds Research, 4(1).
  • Cui, D., & Wu, F. (2019). The influence of media use on public perceptions of artificial intelligence in china: evidence from an online survey. Information Development, 37(1), 45-57.
  • Çağlar, Ş. (2017). Şövalyelik Mesleği Gazeteciliğe Sosyal Medya Etkisi (1. Baskı). Literatürk Academia.
  • Çaycı, B., & Karagülle, A. E. (2016). İletişimin dijitalleşmesi ve kültürel melezleşme. Global Media Journal: Turkish Edition, 6(12).
  • Damas, S. H., & de Gracia, M. J. B. (2023). A prospective analysis of immersive journalism from the perspective of experts 1, 2. Insights on Immersive Journalism (ss. 17-45) içinde. Routledge.
  • Data journalism handbook (2012). Choice Reviews Online, 50(02), 50-0612-50-0612.
  • Davulcu, E. (2023). Yapay zekâ teknolojileri ve robot gazetecilik. Ş. Karal Temüroğlu & Z. Demir (Ed.), Algoritmalar, habercilik ve medya (1. Baskı, ss. 35-50) içinde. Nobel Yayın.
  • Diakopoulos, N. (2019). Automating the news: How algorithms are rewriting the media. Harvard University Press.
  • Dilmen, N. (2007). Yeni medya kavramı çerçevesinde internet günlükleri-bloglar ve gazeteciliğe yansımaları. Marmara İletişim Dergisi, 12(12), 113-122.
  • Djerf-Pierre, M., Lindgren, M., & Budinski, M. A. (2019). The role of journalism on YouTube: audience engagement with" Superbug" reporting. Media and Communication, 7(1), 235-247.
  • Dündar, B. (2023, 27 Kasım). Haber odalarında yapay zekâ: Kim, nasıl kullanıyor?. https://www.newslabturkey.org/2023/11/27/haber-odalarinda-yapay-zeka-kim-nasil-kullaniyor/ adresinden 5 Temmuz 2024 tarihinde alınmıştır.
  • El-Komy, A., Shahin, O. R., Abd El-Aziz, R. M., & Taloba, A. I. (2022). Integration of computer vision and natural language processing in multimedia robotics application. Information Sciences Letters, 11(3), 765-775. https://digitalcommons.aaru.edu.jo/isl/vol11/iss3/9.
  • Ertuna, Ç. (2023, 5 Şubat). Bu yazı ChatGPT ile yazılmıştır. Milliyet. https://www.milliyet.com.tr/yazarlar/cagdas-ertuna/bu-yazi-chatgpt-ile-yazilmistir-6898218 adresinden 05.07.2024 tarihinde alınmıştır.
  • Etike, Ş. (2023a). Türkiye’deki haber merkezlerinde yapay zekâ teknolojileri: Gazeteci deneyimleri ve algısı. H. Hülür ve C. Yaşın (Ed.), Yeni Medya ve Toplumsal Dönüşümler (ss. 398-410) içinde. Ütopya Yayınevi.
  • Etike, Ş. (2023b). ChatGPT ile Baş Etmek: Emek ve Eşitlik Odaklı Bir Çerçevenin Gerekliliği. Emek Araştırma Dergisi (GEAD), 14(23), 115-132.
  • Feng, C., Khan, M., Rahman, A. U., & Ahmad, A. (2020). News recommendation systems-accomplishments, challenges ve future directions. IEEE Access, 8, 16702-16725.
  • Fırat, F. (2019). Robot journalism. The International Encyclopedia of Journalism Studies, 1-5.
  • Fonseka, T., Bhat, V., & Kennedy, S. (2019). The utility of artificial intelligence in suicide risk prediction and the management of suicidal behaviors. Australian ve New Zealand Journal of Psychiatry, 53(10), 954-964.
  • Giri, C., Jain, S., Zeng, X., & Bruniaux, P. (2019). A detailed review of artificial intelligence applied in the fashion and apparel industry. IEEE Access, 7, 95376-95396.
  • Glaser, M. (2006). Your guide to citizen journalism. MediaShift. https://mediashift.org/2006/09/your-guide-to-citizen-journalism270/ adresinden 3 Mayıs 2024 tarihinde alınmıştır.
  • Gleick, J. (2011). The Information: A History, a Theory, a Flood. New York: Vintage Books.
  • Graefe, A. (2016). Guide to Automated Journalism [Guide]. Academic Commons, Columbia University. https://doi.org/10.7916/D80G3XDJ.
  • Gutsche, R. E. (2022). Cultures of digital architectures: Power and positionalities in the backend of online journalism production. Journal of Communication Inquiry, 0(0). https://doi.org/10.1177/01968599221113989.
  • Habes, M., Tahat, K., Tahat, D., Attar, R. W., Mansoori, A., & Ketbi, N. (2023, June). The Theory of Planned Behavior Regarding Artificial Intelligence in Recommendations and Selection of YouTube News Content. 2023 International Conference on Multimedia Computing, Networking and Applications (MCNA) içinde (ss. 42-47). IEEE.
  • He, Y. (2018). A study on the determinants of artificial intelligence industry: evidence from united kingdom’s macroeconomics. Korean Artificial Intelligence, 6(2), 1-9.
  • Heeter, C. (2000). Interactivity in the context of designed experiences. Journal of interactive advertising, 1(1), 3-14.
  • Hermida, A. (2012). Social Journalism: Exploring How Social Media is Shaping Journalism. E. Siapera ve A., &glis (Ed), The Handbook of Global Online Journalism içinde (ss. 309-328). John Wiley ve Sons, Inc.
  • Hermida, A. (2013). # Journalism: Reconfiguring journalism research about Twitter, one tweet at a time. Digital journalism, 1(3), 295-313.
  • Herrera-Damas, S., & Benítez-de-Gracia, M. J. (2023). The production of immersive journalism: Best practices in the age of the dawning metaverse. A. Godulla & S. Böhm (Ed.), Digital disruption and media transformation. Future of business and finance (ss. 93 - 108) içinde. Springer, Cham. https://doi.org/10.1007/978-3-031-39940-4_8.
  • Holton, A. E., Lawson, S., & Love, C. (2015). Unmanned Aerial Vehicles: Opportunities, barriers, and the future of “drone journalism”. Journalism practice, 9(5), 634-650.
  • Huh, S. (2023). Emergence of the metaverse and chatgpt in journal publishing after the covid-19 pandemic. Science Editing, 10(1), 1-4. https://doi.org/10.6087/kcse.290
  • Hussain, A., Tahir, A., Hussain, Z., Sheikh, Z., Gogate, M., Dashtipour, K., … ve Sheikh, A. (2021). Artificial intelligence–enabled analysis of public attitudes on facebook and twitter toward covid-19 vaccines in the united kingdom and the united states: observational study. Journal of Medical Internet Research, 23(4), e26627.
  • Intaratat, K. (2021). Journalism and communication transformation in thailand under the disruption of digital technology in the 21st century. Advances in Journalism and Communication, 9(4), 144-160.
  • Kara, T. (2013). Sosyal medya endüstrisi. İstanbul: Beta Yayıncılık, 11.
  • Karbasi, Z., Hajesmaeel-Gohari, S., & Sabahi, A. (2023). Bibliometric analysis of the use of artificial intelligence in covid‐19 based on scientific studies. Health Science Reports, 6(5).
  • Kavoori, A. (2015). Making sense of YouTube. Global Media Journal, 13(24), 1-25.
  • Kıyan, Z., & Törenli, N. (2018). Sosyal Medyanın Gazetecilikteki Rolü: Türkiye'deki Haber Kuruluşları Üzerine Bir İnceleme. Gaziantep University Journal of Social Sciences, 32-52.
  • Kieslich, K., Keller, B., & Starke, C. (2022). Artificial intelligence ethics by design. Evaluating public perception on the importance of ethical design principles of artificial intelligence. Big Data ve Society, 9(1), 20539517221092956.
  • Knight, M. A. (2016). The impact of changing media technology on the practice of journalism [Doktora tezi, Association for Computing Machinery (ACM)].
  • Koşaner, Ö., Çimen, B. ve Karacan, P. (2023). Dil modeli üretimi ve insan yazımı metinlerin karşılaştırmalı çözümlemesi: Akademik metinler bağlamında bir inceleme. V. Uğur (Ed.), Günce filoloji ve sosyal bilimler çalışmaları I (1. baskı, ss. 144-162) içinde. Günce Yayınları.
  • Kumar, V., Ramachandran, D., & Kumar, B. (2021). Influence of new-age technologies on marketing: A research agenda. Journal of Business Research, 125, 864-877.
  • Lasorsa, D. L., Lewis, S. C., & Holton, A. E. (2012). Normalizing Twitter: Journalism practice in an emerging communication space. Journalism studies, 13(1), 19-36.
  • Latar, N.L. (2015). The robot journalist in the age of social physics: The end of human journalism?. G. Einav (Ed.), The new world of transitioned media: The economics of information, communication, and entertainment içinde (ss. 1-9). Springer, Cham. https://doi.org/10.1007/978-3-319-09009-2_6
  • Lawrence, R. G., Molyneux, L., Coddington, M., & Holton, A. (2014). Tweeting Conventions: Political journalists' use of Twitter to cover the 2012 presidential campaign. Journalism Studies, 15(6), 789-806.
  • Lee, D., La, W. G., & Kim, H. (2018). Drone detection and identification system using artificial intelligence. 2018 International Conference on Information and Communication Technology Convergence (ICTC) içinde (ss. 1131-1133). IEEE.
  • Luttrell, R., Wallace, A., McCollough, C., & Lee, J. (2020). The digital divide: addressing artificial intelligence in communication education. Journalism ve Mass Communication Educator, 75(4), 470-482.
  • Marconi, F. (2020). Newsmakers: Artificial intelligence and the future of journalism. Columbia University Press.
  • Matheny, M., Whicher, D., & Israni, S. (2020). Artificial intelligence in health care. Jama, 323(6), 509.
  • Matyuk, Y. S. (2022). Ethical and legal aspects of development and implementation of artificial intelligence systems. N. G. Bogachenko (Ed.), AmurCon 2021: International Scientific Conference içinde (ss. 689-696). European Proceedings of Social and Behavioural Sciences, Cilt 126. European Publisher. https://doi.org/10.15405/epsbs.2022.06.76.
  • McGregor, S. C., Molyneux, L. (2020). Twitter’s influence on news judgment: An experiment among journalists. Journalism, 21(5), 597-613.
  • Mitchell, M., Wu, S., Zaldivar, A., Barnes, P., Vasserman, L., Hutchinson, B., ..., & Gebru, T. (2019). Model cards for model reporting. Proceedings of the Conference on Fairness, Accountability, and Transparency içinde (ss. 220-229).
  • Morstatter, F., Pfeffer, J., Liu, H., & Carley, K. (2013). Is the sample good enough? Comparing data from Twitter's streaming API with Twitter's firehose. Proceedings of the International AAAI Conference on Web and Social Media içinde (Cilt 7, No. 1, ss. 400-408).
  • Mystakidis, S. (2022). Metaverse. Encyclopedia, 2(1), 486-497.
  • Nah, S. (2023). Introduction to the research handbook on artificial ıntelligence and communication. Research Handbook on Artificial Intelligence and Communication içinde (ss. xvii-xxiv). Edward Elgar Publishing.
  • Newell, A. (1982). Intellectual issues in the history of artificial intelligence. Chrisley, R., & Begeer, S. (Ed.), Artificial Intelligence: Critical Concepts, 1. cilt içinde (ss. 25-70). Taylor & Francis.
  • Newman, N. (2018). Journalism, media and technology trends and predictions 2018. Reuters Institute for the Study of Journalism içinde (ss. 1-50).
  • Ng, Z., Li, L., Chew, H., & Lau, Y. (2021). The role of artificial intelligence in enhancing clinical nursing care: a scoping review. Journal of Nursing Management, 30(8), 3654-3674.
  • Ntalakas, A., Dimoulas, C., Kalliris, G., & Veglis, A. (2017). Drone journalism: Generating immersive experiences. Journal of Media Critiques, 3(11), 187-199.
  • Ölçekçi, H. (2020). Dijital iletişim ve küresel kültürel etkileşimin homojenleşme, kutuplaşma ve melezleşme süreçleri. İletişim Kuram ve Araştırma Dergisi, 2020(50), 146-163.
  • Öztürk Çelebi, G. (2024). Robotlar çağında gazetecilik. İletişim Çalışmaları Dergisi, 10(2), 138-152.
  • Palowitch, J., & Ferraris, A. (2020). Artificial intelligence in communication: Ethics and human values. Journal of Information, Communication and Ethics in Society.
  • Parasie, S. (2015). Data-driven Revelation? Epistemological tensions in investigative journalism in the age of "big data". Digital Journalism, 3(3), 364-380
  • Park, C. W., & Seo, D. R. (2018, April). Sentiment analysis of Twitter corpus related to artificial intelligence assistants. 2018 5th International Conference on Industrial Engineering and Applications (ICIEA) içinde (ss. 495-498). IEEE.
  • Popenici, S., & Kerr, S. (2017). Exploring the impact of artificial intelligence on teaching and learning in higher education. Research and Practice in Technology Enhanced Learning, 12(1).
  • Raza, S., & Ding, C. (2022). News recommender system: a review of recent progress, challenges, and opportunities. Artificial Intelligence Review, 1-52.
  • Rosenkranz, A., Marian, M., Profito, F., Aragon, N., & Shah, R. (2020). The use of artificial intelligence in tribology—a perspective. Lubricants, 9(1), 2.
  • Salazar, I. (2018). Robots and Artificial Intelligence. New challenges of journalism. Doxa comunicación, (27).
  • Savage, T. M., & Vogel, K. E. (2014). An introduction to digital multimedia. Jones ve Bartlett Learning.
  • Schmidhuber, J. (2015). Deep learning in neural networks: An overview. Neural networks, 61, 85-117.
  • Seibert, K., Domhoff, D., Bruch, D., Schulte-Althoff, M., Fürstenau, D., Biessmann, F., & Wolf-Ostermann, K. (2021). Application scenarios for artificial intelligence in nursing care: rapid review. Journal of medical Internet research, 23(11), e26522.
  • Sumiala, J. M., & Tikka, M. (2013). Broadcast yourself—Global news! A netnography of the “flotilla” news on YouTube. Communication, Culture ve Critique, 6(2), 318-335.
  • Süllü, Z. (2018). Sözlü kültürden dijital kültüre iletişim ve iletişim araçlarının tarihsel kökenleri. Kastamonu İletişim Araştırmaları Dergisi, (Güz 2018), 120–135.
  • Şayir, O. (2022). İnternet haberciliğinde yapay zekâ gazeteciliğinin eşik bekçiliği açısından incelenmesi. İletişim Bilimi Araştırmaları Dergisi, 2(2), 117-134.
  • Tekke, A., & Lale, A. (2021). Sosyal medyada etik, bilgi manipülasyonu ve siber güvenlik. Akademik İncelemeler Dergisi, 16(2), 44-62.
  • Tokgöz, O. (2022). Temel gazetecilik (15. baskı). İmge Kitapevi.
  • Tsao, S. F., Chen, H., Tisseverasinghe, T., Yang, Y., Li, L., & Butt, Z. A. (2021). What social media told us in the time of COVID-19: a scoping review. The Lancet Digital Health, 3(3), e175-e194.
  • Túñez-López, J. M., Toural-Bran, C., & Frazão-Nogueira, A. G. (2020). From data journalism to robotic journalism: The automation of news processing. Journalistic metamorphosis: media transformation in the digital age, 17-28.
  • Viktoratos, I. and Tsadiras, A. (2021). Personalized advertising computational techniques: a systematic literature review, findings, and a design framework. Information, 12(11), 480.
  • Wahl, B., Cossy-Gantner, A., Germann, S., & Schwalbe, N. (2018). Artificial intelligence (ai) and global health: how can ai contribute to health in resource-poor settings?. BMJ Global Health, 3(4), e000798.
  • Wen, L., Lin, W., & Guo, M. (2022). Study on optimization of marketing communication strategies in the era of artificial intelligence. Mobile Information Systems, 2022, 1-11.
  • Wichert, A. (2020). Principles of quantum artificial ıntelligence: quantum problem solving and machine learning (2. Baskı). WSPC.
  • Wu, S., Tandoc, E. C., & Salmon, C. T. (2019). A field analysis of journalism in the automation age: Understanding journalistic transformations and struggles through structure and agency. Digital journalism, 7(4), 428-446.
  • Xue, K., Li, Y., & Jin, H. (2022). What do you think of ai? research on the influence of ai news anchor image on watching intention. Behavioral Sciences, 12(11), 465.
  • Yiğitcanlar, T., Desouza, K., Butler, L., & Roozkhosh, F. (2020). Contributions and risks of artificial intelligence (ai) in building smarter cities: insights from a systematic review of the literature. Energies, 13(6), 1473.
  • Zeng, D., Chen, H., Lusch, R., & Li, S. (2010). Social media analytics and intelligence. IEEE Intelligent Systems, 25(6), 13-16
  • Zhang, C., & Yang, Q. (2021). A survey on multi-task learning. IEEE Transactions on Knowledge and Data Engineering, 34(1), 51-71.

The Place of Artificial Intelligence on Journalism Practices

Yıl 2024, Cilt: 3 Sayı: 2, 135 - 163, 30.11.2024

Öz

Communication research is increasingly focusing on AI. As artificial intelligence technologies rapidly spread throughout daily life, they are transforming media and communication. Artificial intelligence technologies have a major impact on journalism. This study examines the effects of artificial intelligence on journalistic practices, the potential effects of technological transformation on the profession, and journalistic ethical and professional standards challenges and opportunities. Artificial intelligence technologies affect every stage of journalism, from news production to presentation and distribution, but their use and effects must be reevaluated due to their potential to increase prejudice, bias, and ethical violations. In this framework, the development of communication technologies, the concept of artificial intelligence and its use in the field of media and its impact on journalistic practices will be examined with an argumentative method. The answers to the research question will be based on the arguments of previous scientific studies. The research question of the study is as follows: How does the use of artificial intelligence in journalism affect the processes of information production, presentation and distribution, and what positive and negative changes do these practices create on journalistic practices, ethical rules and editorial policy? According to the research findings, artificial intelligence applications have accelerated news production processes and expanded the possibilities of in-depth reporting in journalism by increasing information gathering and analysis capacities. This technology affects the reader experience with features such as personalization of news and distribution to specific audiences, and offers valuable opportunities for media organizations working with limited resources. However, risks such as ethical issues and algorithmic biases brought by artificial intelligence are among the potential negative impacts of this technology on journalism.

Kaynakça

  • Aghaei, S., Nematbakhsh, M. A., & Farsani, H. K. (2012). Evolution of the world wide web: From WEB 1.0 TO WEB 4.0. International Journal of Web ve Semantic Technology, 3(1), 1-10.
  • Aktaş, C. (2014). QR kodlar ve iletişim teknolojilerinin hibritleşmesi (2. Baskı). Kalkedon.
  • Akyazı, A. (2019). İletişimde dijitalleşme ve yeni nesil habercilik (1. Baskı). Kriter Yayınevi.
  • Almalki, F. A., Aljohani, M., Algethami, M., & Soufiene, B. O. (2022). Incorporating drone and AI to empower smart journalism via optimizing a propagation model. Sustainability, 14(7), 3758.
  • Alver, F. (2023). Yurttaş gazeteciliği. TRT Yayınları-1.
  • Anantrasirichai, N., & Bull, D. (2022). Artificial intelligence in the creative industries: a review. Artificial intelligence review, 1-68.
  • Anderson, B., & Borges-Rey, E. (2019). Encoding the UX: User Interface as a Site of Encounter between Data Journalists and Their Constructed Audiences. Data Journalism, 7(9).
  • Arzuaga, L. S. (2022). From the Classroom to the Newsroom A Critical Route to Introduce AI in Journalism, Facts ve Frictions, 2(1).
  • Aslan, E. Ş., & Kolancı, D. (2018). Semantik web’in marka itibarına etkisi üzerine bir araştırma. The Journal of International Scientific Researches, 2(4), 208-220.
  • Atabek, Ü. (2001). İletişim ve Teknoloji (1. Baskı). Seçkin Yayıncılık.
  • Backus, B., Bloom, B., Lazzeri, A., Yordanov, Y., & Freund, Y. (2023). The evolution of academic publishing: mega journals and artificial intelligence-authored articles. European Journal of Emergency Medicine, 30(3), 151-152.
  • Barrero, M. Á. F. (2018). Journalism and drones. Challenges and opportunities of the use of drones in news production. Doxa Comunicación, (26).
  • Başlar, G. (2013, Ocak 23-25). Yeni medyanın gelişimi ve dijitalleşen kapitalizm [Bildiri]. XV. Akademik Bilişim Konferansı, Akdeniz Üniversitesi, Antalya, Türkiye.
  • Bernert, R., Hilberg, A., Melia, R., Kim, J., Shah, N., & Abnousi, F. (2020). Artificial intelligence and suicide prevention: a systematic review of machine learning investigations. International Journal of Environmental Research and Public Health, 17(16), 5929.
  • Berry, C., Kim, S., & Spiegel, L. (Ed.). (2010). Electronic elsewhere media, technology, and the experience of social space. Unıversıty Of Mınnesota Press.
  • Biswal, S. K., & Gouda, N. K. (2020). Artificial intelligence in journalism: A boon or bane?. Optimization in machine learning and applications, 155-167.
  • Biswal, S. K., & Kulkarni, A. J. (2024). Exploring the Intersection of Artificial Intelligence and Journalism: The Emergence of a New Journalistic Paradigm. Taylor ve Francis.
  • Boyd, d. m., & Ellison, N. B. (2007). Social network sites: Definition, history, and scholarship. Journal of Computer-Mediated Communication, 13(1), 210–230.
  • Broussard, M., Diakopoulos, N., Guzman, A., Abebe, R., Dupagne, M., & Chuan, C. (2019). Artificial intelligence and journalism. Journalism ve Mass Communication Quarterly, 96(3), 673-695.
  • Bruns, A. (2017). Blog. The Wiley‐Blackwell Encyclopedia of Social Theory, 1-3.
  • Brynjolfsson, E., Mcafee, A. (2017). Artificial intelligence, for real. Harvard business review, 1, 1-31.
  • Burgess, J., Green, J. (2018). YouTube: Online video and participatory culture. John Wiley ve Sons.
  • Carlson, M. (2015). The robotic reporter: Automated journalism and the redefinition of labor, compositional forms, and journalistic authority. Digital journalism, 3(3), 416-431.
  • Carr, C. T., & Hayes, R. A. (2015). Social media: defining, developing, and divining. Atlantic Journal of Communication, 23(1), 46-65. https://doi.org/10.1080/15456870.2015.972282.
  • Castells, M. (2013). Ağ toplumunun yükselişi, (Çev. E. Kılıç), İstanbul: Bilgi Üniversitesi Yayınları.
  • Chai, S., Hayat, A., & Flaherty, G. (2022). Integrating artificial intelligence into haematology training and practice: opportunities, threats and proposed solutions. British Journal of Haematology, 198(5), 807-811.
  • Chan-Olmsted, S. M. (2019). A review of artificial intelligence adoptions in the media industry. International Journal on Media Management, 21(3-4), 193-215.
  • Cruz, R., & Fernandes, R. (2011). Journalism in virtual worlds. Journal For Virtual Worlds Research, 4(1).
  • Cui, D., & Wu, F. (2019). The influence of media use on public perceptions of artificial intelligence in china: evidence from an online survey. Information Development, 37(1), 45-57.
  • Çağlar, Ş. (2017). Şövalyelik Mesleği Gazeteciliğe Sosyal Medya Etkisi (1. Baskı). Literatürk Academia.
  • Çaycı, B., & Karagülle, A. E. (2016). İletişimin dijitalleşmesi ve kültürel melezleşme. Global Media Journal: Turkish Edition, 6(12).
  • Damas, S. H., & de Gracia, M. J. B. (2023). A prospective analysis of immersive journalism from the perspective of experts 1, 2. Insights on Immersive Journalism (ss. 17-45) içinde. Routledge.
  • Data journalism handbook (2012). Choice Reviews Online, 50(02), 50-0612-50-0612.
  • Davulcu, E. (2023). Yapay zekâ teknolojileri ve robot gazetecilik. Ş. Karal Temüroğlu & Z. Demir (Ed.), Algoritmalar, habercilik ve medya (1. Baskı, ss. 35-50) içinde. Nobel Yayın.
  • Diakopoulos, N. (2019). Automating the news: How algorithms are rewriting the media. Harvard University Press.
  • Dilmen, N. (2007). Yeni medya kavramı çerçevesinde internet günlükleri-bloglar ve gazeteciliğe yansımaları. Marmara İletişim Dergisi, 12(12), 113-122.
  • Djerf-Pierre, M., Lindgren, M., & Budinski, M. A. (2019). The role of journalism on YouTube: audience engagement with" Superbug" reporting. Media and Communication, 7(1), 235-247.
  • Dündar, B. (2023, 27 Kasım). Haber odalarında yapay zekâ: Kim, nasıl kullanıyor?. https://www.newslabturkey.org/2023/11/27/haber-odalarinda-yapay-zeka-kim-nasil-kullaniyor/ adresinden 5 Temmuz 2024 tarihinde alınmıştır.
  • El-Komy, A., Shahin, O. R., Abd El-Aziz, R. M., & Taloba, A. I. (2022). Integration of computer vision and natural language processing in multimedia robotics application. Information Sciences Letters, 11(3), 765-775. https://digitalcommons.aaru.edu.jo/isl/vol11/iss3/9.
  • Ertuna, Ç. (2023, 5 Şubat). Bu yazı ChatGPT ile yazılmıştır. Milliyet. https://www.milliyet.com.tr/yazarlar/cagdas-ertuna/bu-yazi-chatgpt-ile-yazilmistir-6898218 adresinden 05.07.2024 tarihinde alınmıştır.
  • Etike, Ş. (2023a). Türkiye’deki haber merkezlerinde yapay zekâ teknolojileri: Gazeteci deneyimleri ve algısı. H. Hülür ve C. Yaşın (Ed.), Yeni Medya ve Toplumsal Dönüşümler (ss. 398-410) içinde. Ütopya Yayınevi.
  • Etike, Ş. (2023b). ChatGPT ile Baş Etmek: Emek ve Eşitlik Odaklı Bir Çerçevenin Gerekliliği. Emek Araştırma Dergisi (GEAD), 14(23), 115-132.
  • Feng, C., Khan, M., Rahman, A. U., & Ahmad, A. (2020). News recommendation systems-accomplishments, challenges ve future directions. IEEE Access, 8, 16702-16725.
  • Fırat, F. (2019). Robot journalism. The International Encyclopedia of Journalism Studies, 1-5.
  • Fonseka, T., Bhat, V., & Kennedy, S. (2019). The utility of artificial intelligence in suicide risk prediction and the management of suicidal behaviors. Australian ve New Zealand Journal of Psychiatry, 53(10), 954-964.
  • Giri, C., Jain, S., Zeng, X., & Bruniaux, P. (2019). A detailed review of artificial intelligence applied in the fashion and apparel industry. IEEE Access, 7, 95376-95396.
  • Glaser, M. (2006). Your guide to citizen journalism. MediaShift. https://mediashift.org/2006/09/your-guide-to-citizen-journalism270/ adresinden 3 Mayıs 2024 tarihinde alınmıştır.
  • Gleick, J. (2011). The Information: A History, a Theory, a Flood. New York: Vintage Books.
  • Graefe, A. (2016). Guide to Automated Journalism [Guide]. Academic Commons, Columbia University. https://doi.org/10.7916/D80G3XDJ.
  • Gutsche, R. E. (2022). Cultures of digital architectures: Power and positionalities in the backend of online journalism production. Journal of Communication Inquiry, 0(0). https://doi.org/10.1177/01968599221113989.
  • Habes, M., Tahat, K., Tahat, D., Attar, R. W., Mansoori, A., & Ketbi, N. (2023, June). The Theory of Planned Behavior Regarding Artificial Intelligence in Recommendations and Selection of YouTube News Content. 2023 International Conference on Multimedia Computing, Networking and Applications (MCNA) içinde (ss. 42-47). IEEE.
  • He, Y. (2018). A study on the determinants of artificial intelligence industry: evidence from united kingdom’s macroeconomics. Korean Artificial Intelligence, 6(2), 1-9.
  • Heeter, C. (2000). Interactivity in the context of designed experiences. Journal of interactive advertising, 1(1), 3-14.
  • Hermida, A. (2012). Social Journalism: Exploring How Social Media is Shaping Journalism. E. Siapera ve A., &glis (Ed), The Handbook of Global Online Journalism içinde (ss. 309-328). John Wiley ve Sons, Inc.
  • Hermida, A. (2013). # Journalism: Reconfiguring journalism research about Twitter, one tweet at a time. Digital journalism, 1(3), 295-313.
  • Herrera-Damas, S., & Benítez-de-Gracia, M. J. (2023). The production of immersive journalism: Best practices in the age of the dawning metaverse. A. Godulla & S. Böhm (Ed.), Digital disruption and media transformation. Future of business and finance (ss. 93 - 108) içinde. Springer, Cham. https://doi.org/10.1007/978-3-031-39940-4_8.
  • Holton, A. E., Lawson, S., & Love, C. (2015). Unmanned Aerial Vehicles: Opportunities, barriers, and the future of “drone journalism”. Journalism practice, 9(5), 634-650.
  • Huh, S. (2023). Emergence of the metaverse and chatgpt in journal publishing after the covid-19 pandemic. Science Editing, 10(1), 1-4. https://doi.org/10.6087/kcse.290
  • Hussain, A., Tahir, A., Hussain, Z., Sheikh, Z., Gogate, M., Dashtipour, K., … ve Sheikh, A. (2021). Artificial intelligence–enabled analysis of public attitudes on facebook and twitter toward covid-19 vaccines in the united kingdom and the united states: observational study. Journal of Medical Internet Research, 23(4), e26627.
  • Intaratat, K. (2021). Journalism and communication transformation in thailand under the disruption of digital technology in the 21st century. Advances in Journalism and Communication, 9(4), 144-160.
  • Kara, T. (2013). Sosyal medya endüstrisi. İstanbul: Beta Yayıncılık, 11.
  • Karbasi, Z., Hajesmaeel-Gohari, S., & Sabahi, A. (2023). Bibliometric analysis of the use of artificial intelligence in covid‐19 based on scientific studies. Health Science Reports, 6(5).
  • Kavoori, A. (2015). Making sense of YouTube. Global Media Journal, 13(24), 1-25.
  • Kıyan, Z., & Törenli, N. (2018). Sosyal Medyanın Gazetecilikteki Rolü: Türkiye'deki Haber Kuruluşları Üzerine Bir İnceleme. Gaziantep University Journal of Social Sciences, 32-52.
  • Kieslich, K., Keller, B., & Starke, C. (2022). Artificial intelligence ethics by design. Evaluating public perception on the importance of ethical design principles of artificial intelligence. Big Data ve Society, 9(1), 20539517221092956.
  • Knight, M. A. (2016). The impact of changing media technology on the practice of journalism [Doktora tezi, Association for Computing Machinery (ACM)].
  • Koşaner, Ö., Çimen, B. ve Karacan, P. (2023). Dil modeli üretimi ve insan yazımı metinlerin karşılaştırmalı çözümlemesi: Akademik metinler bağlamında bir inceleme. V. Uğur (Ed.), Günce filoloji ve sosyal bilimler çalışmaları I (1. baskı, ss. 144-162) içinde. Günce Yayınları.
  • Kumar, V., Ramachandran, D., & Kumar, B. (2021). Influence of new-age technologies on marketing: A research agenda. Journal of Business Research, 125, 864-877.
  • Lasorsa, D. L., Lewis, S. C., & Holton, A. E. (2012). Normalizing Twitter: Journalism practice in an emerging communication space. Journalism studies, 13(1), 19-36.
  • Latar, N.L. (2015). The robot journalist in the age of social physics: The end of human journalism?. G. Einav (Ed.), The new world of transitioned media: The economics of information, communication, and entertainment içinde (ss. 1-9). Springer, Cham. https://doi.org/10.1007/978-3-319-09009-2_6
  • Lawrence, R. G., Molyneux, L., Coddington, M., & Holton, A. (2014). Tweeting Conventions: Political journalists' use of Twitter to cover the 2012 presidential campaign. Journalism Studies, 15(6), 789-806.
  • Lee, D., La, W. G., & Kim, H. (2018). Drone detection and identification system using artificial intelligence. 2018 International Conference on Information and Communication Technology Convergence (ICTC) içinde (ss. 1131-1133). IEEE.
  • Luttrell, R., Wallace, A., McCollough, C., & Lee, J. (2020). The digital divide: addressing artificial intelligence in communication education. Journalism ve Mass Communication Educator, 75(4), 470-482.
  • Marconi, F. (2020). Newsmakers: Artificial intelligence and the future of journalism. Columbia University Press.
  • Matheny, M., Whicher, D., & Israni, S. (2020). Artificial intelligence in health care. Jama, 323(6), 509.
  • Matyuk, Y. S. (2022). Ethical and legal aspects of development and implementation of artificial intelligence systems. N. G. Bogachenko (Ed.), AmurCon 2021: International Scientific Conference içinde (ss. 689-696). European Proceedings of Social and Behavioural Sciences, Cilt 126. European Publisher. https://doi.org/10.15405/epsbs.2022.06.76.
  • McGregor, S. C., Molyneux, L. (2020). Twitter’s influence on news judgment: An experiment among journalists. Journalism, 21(5), 597-613.
  • Mitchell, M., Wu, S., Zaldivar, A., Barnes, P., Vasserman, L., Hutchinson, B., ..., & Gebru, T. (2019). Model cards for model reporting. Proceedings of the Conference on Fairness, Accountability, and Transparency içinde (ss. 220-229).
  • Morstatter, F., Pfeffer, J., Liu, H., & Carley, K. (2013). Is the sample good enough? Comparing data from Twitter's streaming API with Twitter's firehose. Proceedings of the International AAAI Conference on Web and Social Media içinde (Cilt 7, No. 1, ss. 400-408).
  • Mystakidis, S. (2022). Metaverse. Encyclopedia, 2(1), 486-497.
  • Nah, S. (2023). Introduction to the research handbook on artificial ıntelligence and communication. Research Handbook on Artificial Intelligence and Communication içinde (ss. xvii-xxiv). Edward Elgar Publishing.
  • Newell, A. (1982). Intellectual issues in the history of artificial intelligence. Chrisley, R., & Begeer, S. (Ed.), Artificial Intelligence: Critical Concepts, 1. cilt içinde (ss. 25-70). Taylor & Francis.
  • Newman, N. (2018). Journalism, media and technology trends and predictions 2018. Reuters Institute for the Study of Journalism içinde (ss. 1-50).
  • Ng, Z., Li, L., Chew, H., & Lau, Y. (2021). The role of artificial intelligence in enhancing clinical nursing care: a scoping review. Journal of Nursing Management, 30(8), 3654-3674.
  • Ntalakas, A., Dimoulas, C., Kalliris, G., & Veglis, A. (2017). Drone journalism: Generating immersive experiences. Journal of Media Critiques, 3(11), 187-199.
  • Ölçekçi, H. (2020). Dijital iletişim ve küresel kültürel etkileşimin homojenleşme, kutuplaşma ve melezleşme süreçleri. İletişim Kuram ve Araştırma Dergisi, 2020(50), 146-163.
  • Öztürk Çelebi, G. (2024). Robotlar çağında gazetecilik. İletişim Çalışmaları Dergisi, 10(2), 138-152.
  • Palowitch, J., & Ferraris, A. (2020). Artificial intelligence in communication: Ethics and human values. Journal of Information, Communication and Ethics in Society.
  • Parasie, S. (2015). Data-driven Revelation? Epistemological tensions in investigative journalism in the age of "big data". Digital Journalism, 3(3), 364-380
  • Park, C. W., & Seo, D. R. (2018, April). Sentiment analysis of Twitter corpus related to artificial intelligence assistants. 2018 5th International Conference on Industrial Engineering and Applications (ICIEA) içinde (ss. 495-498). IEEE.
  • Popenici, S., & Kerr, S. (2017). Exploring the impact of artificial intelligence on teaching and learning in higher education. Research and Practice in Technology Enhanced Learning, 12(1).
  • Raza, S., & Ding, C. (2022). News recommender system: a review of recent progress, challenges, and opportunities. Artificial Intelligence Review, 1-52.
  • Rosenkranz, A., Marian, M., Profito, F., Aragon, N., & Shah, R. (2020). The use of artificial intelligence in tribology—a perspective. Lubricants, 9(1), 2.
  • Salazar, I. (2018). Robots and Artificial Intelligence. New challenges of journalism. Doxa comunicación, (27).
  • Savage, T. M., & Vogel, K. E. (2014). An introduction to digital multimedia. Jones ve Bartlett Learning.
  • Schmidhuber, J. (2015). Deep learning in neural networks: An overview. Neural networks, 61, 85-117.
  • Seibert, K., Domhoff, D., Bruch, D., Schulte-Althoff, M., Fürstenau, D., Biessmann, F., & Wolf-Ostermann, K. (2021). Application scenarios for artificial intelligence in nursing care: rapid review. Journal of medical Internet research, 23(11), e26522.
  • Sumiala, J. M., & Tikka, M. (2013). Broadcast yourself—Global news! A netnography of the “flotilla” news on YouTube. Communication, Culture ve Critique, 6(2), 318-335.
  • Süllü, Z. (2018). Sözlü kültürden dijital kültüre iletişim ve iletişim araçlarının tarihsel kökenleri. Kastamonu İletişim Araştırmaları Dergisi, (Güz 2018), 120–135.
  • Şayir, O. (2022). İnternet haberciliğinde yapay zekâ gazeteciliğinin eşik bekçiliği açısından incelenmesi. İletişim Bilimi Araştırmaları Dergisi, 2(2), 117-134.
  • Tekke, A., & Lale, A. (2021). Sosyal medyada etik, bilgi manipülasyonu ve siber güvenlik. Akademik İncelemeler Dergisi, 16(2), 44-62.
  • Tokgöz, O. (2022). Temel gazetecilik (15. baskı). İmge Kitapevi.
  • Tsao, S. F., Chen, H., Tisseverasinghe, T., Yang, Y., Li, L., & Butt, Z. A. (2021). What social media told us in the time of COVID-19: a scoping review. The Lancet Digital Health, 3(3), e175-e194.
  • Túñez-López, J. M., Toural-Bran, C., & Frazão-Nogueira, A. G. (2020). From data journalism to robotic journalism: The automation of news processing. Journalistic metamorphosis: media transformation in the digital age, 17-28.
  • Viktoratos, I. and Tsadiras, A. (2021). Personalized advertising computational techniques: a systematic literature review, findings, and a design framework. Information, 12(11), 480.
  • Wahl, B., Cossy-Gantner, A., Germann, S., & Schwalbe, N. (2018). Artificial intelligence (ai) and global health: how can ai contribute to health in resource-poor settings?. BMJ Global Health, 3(4), e000798.
  • Wen, L., Lin, W., & Guo, M. (2022). Study on optimization of marketing communication strategies in the era of artificial intelligence. Mobile Information Systems, 2022, 1-11.
  • Wichert, A. (2020). Principles of quantum artificial ıntelligence: quantum problem solving and machine learning (2. Baskı). WSPC.
  • Wu, S., Tandoc, E. C., & Salmon, C. T. (2019). A field analysis of journalism in the automation age: Understanding journalistic transformations and struggles through structure and agency. Digital journalism, 7(4), 428-446.
  • Xue, K., Li, Y., & Jin, H. (2022). What do you think of ai? research on the influence of ai news anchor image on watching intention. Behavioral Sciences, 12(11), 465.
  • Yiğitcanlar, T., Desouza, K., Butler, L., & Roozkhosh, F. (2020). Contributions and risks of artificial intelligence (ai) in building smarter cities: insights from a systematic review of the literature. Energies, 13(6), 1473.
  • Zeng, D., Chen, H., Lusch, R., & Li, S. (2010). Social media analytics and intelligence. IEEE Intelligent Systems, 25(6), 13-16
  • Zhang, C., & Yang, Q. (2021). A survey on multi-task learning. IEEE Transactions on Knowledge and Data Engineering, 34(1), 51-71.
Toplam 113 adet kaynakça vardır.

Ayrıntılar

Birincil Dil Türkçe
Konular Gazetecilik, İletişim ve Medya Çalışmaları (Diğer)
Bölüm Derlemeler
Yazarlar

Hülya Gökbel 0000-0002-4664-7075

Yayımlanma Tarihi 30 Kasım 2024
Gönderilme Tarihi 17 Mayıs 2024
Kabul Tarihi 14 Temmuz 2024
Yayımlandığı Sayı Yıl 2024 Cilt: 3 Sayı: 2

Kaynak Göster

APA Gökbel, H. (2024). Yapay Zekanın Gazetecilik Pratiklerindeki Yeri. TAM Akademi Dergisi, 3(2), 135-163.

Tarandığımız İndeksler

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