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Eğitim Kurumlarında Yapay Zekanın Kullanımı: Eğitimde Yapay Zekanın Sosyal Sonuçları

Yıl 2023, Sayı: Özel Sayı 1 (Cumhuriyetin 100. Yılına), 1305 - 1324, 27.10.2023
https://doi.org/10.51531/korkutataturkiyat.1361112

Öz

Yapay zeka teknolojisi, insanlar gibi anlayan, izleyen, akıl yürüten, tahminlerde bulunan, etkileşime giren, öğrenen, geliştiren ve çalışan makinelerin yapımı ile alakalıdır ve insanlar tarafından çözülmesi karmaşık sorunları çözmek için yaratılmıştır. Yapay zekanın son yıllarda kaydettiği gelişme sayesinde bilgisayar mühendisliği alanında sınırlarını aşmış ve neredeyse her alanda etkili olmaya başlamıştır. Yapay zeka, öğrenme, tahminde bulunma, karmaşık problemleri çözme, deneyim sahibi olma ve değişen koşullara uyum sağlama gibi özellikleriyle eğitimde bilginin yönetimine ve doğrudan eğitim ve öğretim sürecine katkı sağlamaya başlamıştır.Yapay zekadan ilham alan sistemler oldukça popüler hale gelmiş ve eğitim kurumları başta olmak üzere hemen hemen her alanda uygulanmıştır. Bu teknolojinin eğitim üzerindeki en büyük etkisi eğitimin sunumunda olmuştur. Teknolojik gelişmeler birçok sektörü değiştirmeye başlarken eğitim sektörü de bu değişime ayak uydurmaktadır. Yapay zeka sadece öğrenmeyi desteklemek için yapılmamıştır. Ayrıca, yapay zekâ tüm eğitim kurumlarında (öğretmen görevleri, idari işler, öğretim, okul ve sınıf yönetimi) kullanılmaktadır. Özellikle yapay zekanın eğitimde kullanılması konusunda insanlarda yaratacağı sosyal etki bakımından yapılan araştırmaların çoğaltılması gerekmektedir. Bu çalışmada nitel araştırma yöntemi kullanılmıştır. Makalenin amacı yapay zekanın geleneksel eğitim üzerindeki etkisini araştırmak, geleneksel eğitimin yapay zeka ile geldiği noktayı inceleyerek yapay zekanın eğitimdeki sosyal sonuçlarını değerlendirmektir.

Teşekkür

Cumhuriyetin 100. Yılı Özel Sayısı için

Kaynakça

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  • Arslan, K. (2017). Eğitimde Yapay Zeka ve Uygulamaları. Batı Anadolu Eğitim Bilimleri Dergisi, 11(1), 71-88.
  • Ayala-Pazmiño, M. (2023). Artificial Intelligence in Education: Exploring the Potential Benefits and Risks. Digital Publisher CEIT, 8(3), 892-899.
  • Bellman, R. E. (1978). An Introduction to Artificial Intelligence: Can Computers Think? San Francisco: Boyd & Fraser Publishing Company.
  • Boland, A. (2018, September 19). Carnegie Learning Releases All-New Math and Computer Science Products for Back-to-School. Retrieved from https://www.businesswire.com/news/home/20180919005074/en/Carnegie-Learning-Releases-All-New-Math-and-Computer-Science-Products-for-Back-to-School.
  • Brodsky, S. (2022, October 04). Schools May Be Using AI to Keep Tabs on Students—Here’s Why. Retrieved from https://www.lifewire.com/schools-may-be-using-ai-to-keep-tabs-on-students-heres-why-6746846 Chan, K. S., & Zary, N. (2019). Applications and Challenges of Implementing Artificial Intelligence in Medical Education: Integrative Review. JMIR Medical Education, 5(1).
  • Chan, R. (2019, October 06). The Cambridge Analytica Whistleblower Explains How The Frm Used Facebook Data to Sway Elections. Retrieved from Business Insider: https://www.businessinsider.com/cambridge-analytica-whistleblower-christopher-wylie-facebook-data-2019-10
  • Charniak, E., & McDermott, D. (1985). Introduction to Artificial Intelligence. Boston,MA, USA: Addison-Wesley Longman Publishing.
  • Chen, X., Xie, H., Zou, D., & Hwang, G. J. (2020). Application and Theory Gaps During the Rise of Artificial Intelligence in Education. Computers in Education: Artificial Intelligence.
  • Clark, M. (2021, April 09). Students of Color are Getting Flagged to Their Teachers Because Testing Software Can’t See Them. Retrieved from https://www.theverge.com/2021/4/8/22374386/proctorio-racial-bias-issues-opencv-facial-detection-schools-tests-remote-learning
  • Çelik, I., Dindar, M., Muukkonen, H., & Järvelä, S. (2022). The Promises and Challenges of Artifcial Intelligence for Teachers: a Systematic Review of Research. TechTrends, 66, 616–630.
  • Dalbey, J. (2015, October 12). New ISU Software Helps Students Learn English. Retrieved from Iowa State Daily: https://iowastatedaily.com/81035/news-student-life/new-isu-software-helps-students-learn-english/ Ding, J. (2018). Deciphering China’s AI Dream: The Context, Components, Capabilities, And Consequences Of China’s Strategy to Lead the World In AI. Future of Humanity Institute Report.
  • Dodd, V. (2018, May 15). UK Police Use of Facial Recognition Technology A Failure, Says Report. Retrieved from The Guardian: https://www.theguardian.com/uk-news/2018/may/15/uk-police-use-of-facial-recognition-technology-failure
  • Dörfler, V. (2022). Artificial Intelligence. SAGE Publications, Inc., 37–41. doi:https://doi.org/10.4135/9781071872383.n15
  • Durnalı, M., Orakcı, Ş., & Aktan, O. (2019). The Smart Learning Potential of Turkey’s Education System in the Context of FATIH Project. In Cases on Smart Learning Environments (pp. 227-243). In A. Darshan Singh, S. Raghunathan, E. Robeck, & B. Sharma (Eds.), IGI Global.
  • Elearning Industry. (2023, June 06). How AI is Personalizing Education for Every Student. Retrieved from https://elearningindustry.com/how-ai-is-personalizing-education-for-every-student.
  • Elmas, Ç., Doğan, N., Biroğul, S., & Koç, M. (2008). Moodle Eğitim Yönetim Sistemi İle Örnek Bir Dersin Uzaktan Eğitim Uygulaması. Bilişim Teknolojileri Dergisi, 1(2).
  • Feathers, T. (2021, April 08). Proctorio Is Using Racist Algorithms to Detect Faces. Retrieved from https://www.vice.com/en/article/g5gxg3/proctorio-is-using-racist-algorithms-to-detect-faces.
  • Gençer, Ö. (2019). Automated Writing Evaluation Use In An Efl Context: From Paragraph Writing To Essay Writing. T.C. Ufuk University Graduate School Of Social Sciences Department of English Language Teaching English Language Education Programme, Master Thesis. Ankara.
  • Goel, A. K., & Joyner, D. A. (2017). Using AI to Teach AI: Lessons from an Online AI Class . AI Magazine .
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The Use of Artificial Intelligence in Educational Institutions: Social Consequences of Artificial Intelligence in Education

Yıl 2023, Sayı: Özel Sayı 1 (Cumhuriyetin 100. Yılına), 1305 - 1324, 27.10.2023
https://doi.org/10.51531/korkutataturkiyat.1361112

Öz

Artificial Intelligence (AI) technology was created to solve problems that are complex to be solved by humans, related to the construction of machines that understand, monitor, reason, predict, interact, learn, develop and work like humans. Thanks to the development AI has achieved in recent years, AI has surpassed its limits in the field of computer engineering and has begun to be effective in almost every field. AI has started to contribute to the management of information in education and directly to the education and training process, with its features such as learning, making predictions, solving complex problems, having experience and adapting to changing conditions. Systems inspired by AI have become very popular and have been applied in almost every field, especially in educational institutions. The biggest impact of this technology on education has been in the delivery of education. Technological developments are starting to change many sectors and the education sector is also keeping up with this change. AI is not just made to support learning. AI is used in all educational institutions (teacher duties, administrative works, teaching, school and classroom management). Research needs to be increased, especially in terms of the social impact that AI will have on people regarding the use of AI in education. Qualitative method was used in this study. The purpose of the article is to investigate the effect of AI on traditional education, to examine the point the traditional education has reached with AI and to analize the social consequences of AI in education.

Kaynakça

  • Almusaed, A., Almssad, A., Yitmen, I., & Homod, R. Z. (2023). Enhancing Student Engagement: Harnessing “AIED”‘s Power in Hybrid Education—A Review Analysis. Education Sciences, 13(7).
  • Arslan, K. (2017). Eğitimde Yapay Zeka ve Uygulamaları. Batı Anadolu Eğitim Bilimleri Dergisi, 11(1), 71-88.
  • Ayala-Pazmiño, M. (2023). Artificial Intelligence in Education: Exploring the Potential Benefits and Risks. Digital Publisher CEIT, 8(3), 892-899.
  • Bellman, R. E. (1978). An Introduction to Artificial Intelligence: Can Computers Think? San Francisco: Boyd & Fraser Publishing Company.
  • Boland, A. (2018, September 19). Carnegie Learning Releases All-New Math and Computer Science Products for Back-to-School. Retrieved from https://www.businesswire.com/news/home/20180919005074/en/Carnegie-Learning-Releases-All-New-Math-and-Computer-Science-Products-for-Back-to-School.
  • Brodsky, S. (2022, October 04). Schools May Be Using AI to Keep Tabs on Students—Here’s Why. Retrieved from https://www.lifewire.com/schools-may-be-using-ai-to-keep-tabs-on-students-heres-why-6746846 Chan, K. S., & Zary, N. (2019). Applications and Challenges of Implementing Artificial Intelligence in Medical Education: Integrative Review. JMIR Medical Education, 5(1).
  • Chan, R. (2019, October 06). The Cambridge Analytica Whistleblower Explains How The Frm Used Facebook Data to Sway Elections. Retrieved from Business Insider: https://www.businessinsider.com/cambridge-analytica-whistleblower-christopher-wylie-facebook-data-2019-10
  • Charniak, E., & McDermott, D. (1985). Introduction to Artificial Intelligence. Boston,MA, USA: Addison-Wesley Longman Publishing.
  • Chen, X., Xie, H., Zou, D., & Hwang, G. J. (2020). Application and Theory Gaps During the Rise of Artificial Intelligence in Education. Computers in Education: Artificial Intelligence.
  • Clark, M. (2021, April 09). Students of Color are Getting Flagged to Their Teachers Because Testing Software Can’t See Them. Retrieved from https://www.theverge.com/2021/4/8/22374386/proctorio-racial-bias-issues-opencv-facial-detection-schools-tests-remote-learning
  • Çelik, I., Dindar, M., Muukkonen, H., & Järvelä, S. (2022). The Promises and Challenges of Artifcial Intelligence for Teachers: a Systematic Review of Research. TechTrends, 66, 616–630.
  • Dalbey, J. (2015, October 12). New ISU Software Helps Students Learn English. Retrieved from Iowa State Daily: https://iowastatedaily.com/81035/news-student-life/new-isu-software-helps-students-learn-english/ Ding, J. (2018). Deciphering China’s AI Dream: The Context, Components, Capabilities, And Consequences Of China’s Strategy to Lead the World In AI. Future of Humanity Institute Report.
  • Dodd, V. (2018, May 15). UK Police Use of Facial Recognition Technology A Failure, Says Report. Retrieved from The Guardian: https://www.theguardian.com/uk-news/2018/may/15/uk-police-use-of-facial-recognition-technology-failure
  • Dörfler, V. (2022). Artificial Intelligence. SAGE Publications, Inc., 37–41. doi:https://doi.org/10.4135/9781071872383.n15
  • Durnalı, M., Orakcı, Ş., & Aktan, O. (2019). The Smart Learning Potential of Turkey’s Education System in the Context of FATIH Project. In Cases on Smart Learning Environments (pp. 227-243). In A. Darshan Singh, S. Raghunathan, E. Robeck, & B. Sharma (Eds.), IGI Global.
  • Elearning Industry. (2023, June 06). How AI is Personalizing Education for Every Student. Retrieved from https://elearningindustry.com/how-ai-is-personalizing-education-for-every-student.
  • Elmas, Ç., Doğan, N., Biroğul, S., & Koç, M. (2008). Moodle Eğitim Yönetim Sistemi İle Örnek Bir Dersin Uzaktan Eğitim Uygulaması. Bilişim Teknolojileri Dergisi, 1(2).
  • Feathers, T. (2021, April 08). Proctorio Is Using Racist Algorithms to Detect Faces. Retrieved from https://www.vice.com/en/article/g5gxg3/proctorio-is-using-racist-algorithms-to-detect-faces.
  • Gençer, Ö. (2019). Automated Writing Evaluation Use In An Efl Context: From Paragraph Writing To Essay Writing. T.C. Ufuk University Graduate School Of Social Sciences Department of English Language Teaching English Language Education Programme, Master Thesis. Ankara.
  • Goel, A. K., & Joyner, D. A. (2017). Using AI to Teach AI: Lessons from an Online AI Class . AI Magazine .
  • Goodman, J., Melkers, J., & Pallais, A. (2016). Can Online Delivery Increase Access to Education? HKS Faculty Research Working Paper Series RWP16-035.
  • Guardian. (2023, April 01). Importance of Artificial Intelligence in Education. Retrieved from https://www.zambianguardian.com/importance-of-artificial-intelligence-in-education/
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  • Holmes, W., Bialik, M., & Fadel, C. (2019). Artificial Intelligence in Education: Promises and Implications for Teaching and Learning. Boston, MA: Center for Curriculum Redesign.
  • İşler, B., & Kılıç, M. Y. (2021). Eğitimde Yapay Zekâ Kullanımı ve Gelişimi. Yeni Medya Elektronik Dergi, 1-11.
  • Jamal, A. (2023). The Role Of Artificial Intelligence (AI) In Teacher Education: Opportunities & Challenges. IJRAR, 10(1).
  • Karadağ, E. G. (2012). Matlab Portföy Eniyileştirme Aracı ve Örnek Uygulamaların Matlab Platformundan Bağımsız (Standalone) Halde Hazırlanması. Master’s Thesis, Kocaeli Universitesi, Fen Bilimleri Enstitüsü.
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  • Lai, T., Xie, C., Ruan, M., Wang, Z., Lu, H., & Fu, S. (2023). Influence of Artificial Intelligence in Education On Adolescents’ Social Adaptability: The Mediatory Role Of Social Support. PLoS ONE, 18(3).
  • Laplace, L., & McCormack, S. (2023, March 17). Inaccurate Facial Recognition in Prisons is Keeping Families Apart. Retrieved from https://www.nyclu.org/en/news/inaccurate-facial-recognition-prisons-keeping-families-apart Lee, K.-F. (2018, October 01). 10 Jobs That Are Safe in an AI World. Retrieved from https://www.linkedin.com/pulse/10-jobs-safe-ai-world-kai-fu-lee
  • Leskin, P. (2018, November 12). Students in Brooklyn Protest Their School’s Use of a Zuckerberg-Backed Online Curriculum That Facebook Engineers Helped Build. Retrieved from Business Insider: https://www.businessinsider.com/summit-learning-school-curriculum-funded-by-zuckerberg-faces-backlash-brooklyn-2018-11
  • Livetilesglobal. (2021, February 05). 15 Pros and 6 Cons of Artificial Intelligence in the Classroom. Retrieved from https://livetilesglobal.com/pros-cons-artificial-intelligence-classroom/.
  • Meço, G., & Coştu, F. (2022). Eğitimde Yapay Zekânin Kullanılmasi: Betimsel İçerik Analizi Çalışması. Karadeniz Teknik Üniversitesi Sosyal Bilimler Enstitüsü Sosyal Bilimler Dergisi, 12(23), 171-193.
  • Melo, N. (2023, February 16). Incorporating Artificial Intelligence Into The Classroom: An Examination Of Benefits, Challenges, And Best Practices. Retrieved from https://elearningindustry.com/incorporating-artificial-intelligence-into-classroom-examination-benefits-challenges-and-best-practices
  • MEPRC (Ministry of Education of the People’s Republic of China). (2018). Action Plan for Artificial Intelligence Innovation in Colleges and Universities. Retrieved from http://www.moe.gov.cn/srcsite/A16/s7062/201804/t20180410_332722.html.
  • Nabiyev, V. V. (2003). Yapay Zekâ: Problemler-Yöntemler-Algoritmalar. Ankara: Seçkin Yayıncılık.
  • Nataraj, P. (2022, February 22). How Schools in India are Integrating AI in Their Curriculum. Retrieved from Analytics India Magazine: https://analyticsindiamag.com/integrating-ai-curriculum-cbse-international-schools-humanoid-robots/
  • Neha, K. (2020). Role of Artificial Intelligence in Education. Alochana Chakra Journal, 9(9), 305-309. Ndiomewese, I. (2016, September 07). ScholarX makes it easy for Nigerian students to find scholarships. Retrieved from https://techpoint.africa/2016/09/07/scholarx-connecting-students-with-scholarship/ Nilsson, N. J. (1998). Artificial Intelligence: A New Synthesis. San Francisco: Morgan Kaufmann.
  • Niyogisubizo, J., Liao, L., Nziyumva, E., Murwanashyaka, E., & Nshimyumukiza, P. C. (2022). Predicting Student’s Dropout In University Classes Using Two-Layer Ensemble Machine Learning Approach: A Novel Stacked Generalization. Computers and Education: Artificial Intelligence, 3.
  • Oran, B. B. (2023). Correlation Between Artificial Intelligence in Education and Teacher Selfefficacy Beliefs: A Review. RumeliDE Dil ve Edebiyat Araştırmaları Dergisi(34), 1354-1365.
  • Oke, S. A. (2008). A Literature Review on Artificial Intelligence. International Journal of Information and Management Sciences, 19(4), 535-570.
  • Özel, H. (2018, March 25). MATLAB Nedir? Retrieved from Medium: https://halilozel1903.medium.com/matlab-nedir-91a904a74f45
  • Poole, D., Mackworth, A. K., & Goebel, R. (1998). Computational Intelligence: A Logical Approach. New York, Oxford: Oxford University Press.
  • Popenici, S. A., & 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), 1-13.
  • Rich, E., & Knight, K. (1991). Artificial Intelligence (second edition). New York: McGraw-Hill.
  • Russell, S., & Norvig, P. (2010). Artificial Intelligence A Modern Approach Third Edition. New Jersey: Pearson Education Inc.
  • Sağlamtunç, K. S. (2020, Aralık 17). AI – Artificial Intelligence / Yapay Zeka. Retrieved from DM DANIŞMANLIK MÜHENDİSLİK LTD. ŞTİ.: https://www.mmo.org.tr/sites/default/files/users/zeynep/AI%20-%20ARTIFICIAL%20INTELLIGENCE%20-%20YAPAY%20ZEKA.pdf
  • Savaş, S. (2021). Artificial Intelligence and Innovative Applications in Education: The Case of Turkey. Journal of Information Systems and Management Research, 3(1), 14-26.
  • Seo, K., Tang, J., Roll, I., Fels, S., & Yoon, D. (2021). The Impact of Artificial Intelligence On Learner–Instructor Interaction In Online Learning. Int J Educ Technol High Educ, 18.
  • Sclater, N., & Peasgood, A. (2018). Artificial Intelligence in Education: Promises and Implications for Teaching and Learning. British Journal of Educational Technology, 49(4), 745-760.
  • Selwyn, N. (2022). Less Work For Teacher? The Ironies of Automated Decision-Making in Schools. In S. Pink, M. Berg, D. Lupton, D. & M. Ruckenstein (Eds.), Everyday automation: Experiencing and anticipating automated decision-making (pp.73–86). . London: Routledge.
  • Selwyn, N. (2023). Constructive Criticism? Working with (Rather than Against) the AIED Back-Lash. International Journal of Artifcial Intelligence in Education.
  • Sen, A. D., & Bernnett, D. (2022, September 20). Tracked: How Colleges Use AI To Monitor Student Protests. Retrieved from https://pulitzercenter.org/stories/tracked-how-colleges-use-ai-monitor-student-protests Sharman, J. (2018, May 13). Metropolitan Police’s Facial Recognition Technology 98% Inaccurate, Figures Show. Retrieved from Independent: https://www.independent.co.uk/news/uk/home-news/met-police-facial-recognition-success-south-wales-trial-home-office-false-positive-a8345036.html
  • Singh, R. (2019, June 09). AI-Based Adaptive Learning: Empowering Personalized Education. Retrieved from https://www.linkedin.com/pulse/ai-based-adaptive-learning-empowering-personalized-education-singh Su, J., & Yang, W. (2022). Artificial Intelligence in Early Childhood Education: A Scoping Review. Computers and Education: Artificial Intelligence.
  • Suner, A. (2018). Moodle ile İnternet Destekli Biyoistatistik Dersinin Değerlendirilmesi. Ege Tıp Dergisi, 57(4), 201-211.
  • T.C. Bornova Municipality. (2019, December 06). Bornova Belediyesi’nden Eğitimde Fırsat Eşitliği Yaratan Proje. Retrieved August 29, 2021, from Bornova Belediyesi Website: https://bornova.bel.tr/2020/07/27/bornova-belediyesi-is-zekasi-ile-hizlanacak/.
  • U.S. Bureau of Labor Statistics . (2020). Persons with a Disability: Labor Force Characteristics. Retrieved from https://www.bls.gov/news.release/disabl.nr0.htm
  • Ulaşan, F. (2023). The Possibility of Using Artificial Intelligence for Turkish Administrative Jurisdiction. Ankara: Iksad Publications.
  • Unesco. (2023, April 20). The Challenges And Opportunities of Artificial Intelligence in Education. Retrieved from https://www.unesco.org/en/articles/challenges-and-opportunities-artificial-intelligence-education
  • Watters, J., Hill, A., Weinrich, M., Supalo, C., & Jiang, F. (2020). An Artificial Intelligence Tool for Accessible Science Education. Journal of Science Education.
  • Weinstein, M. (2020). School Surveillance: The Students’ Rights Implications of Artificial Intelligence as K-12 School Security, 98 N.C. L. REV. 438 .
  • Williamson, B. (2023). The Social life of AI in Education. International Journal of Artificial Intelligence in Education.
  • Winston, P. H. (1992). Artificial Intelligence (Third edition). Boston, MA, USA: Addison-Wesley Longman Publishing.
  • Xue, Y., & Wang, Y. (2022). Artificial Intelligence for Education and Teaching. Wireless Communications and Mobile Computing. doi:https://doi.org/10.1155/2022/4750018
  • Zhai, X.; Chu, X.; Chai, C. S. and et al. . (2021). A Review of Artificial Intelligence (AI) in Education from 2010 to 2020. Complexity, 1-18.
Toplam 67 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Eğitimde Program Değerlendirme
Bölüm Araştırma Makaleleri
Yazarlar

Fatih Ulaşan 0000-0003-3301-4823

Yayımlanma Tarihi 27 Ekim 2023
Gönderilme Tarihi 15 Eylül 2023
Yayımlandığı Sayı Yıl 2023 Sayı: Özel Sayı 1 (Cumhuriyetin 100. Yılına)

Kaynak Göster

APA Ulaşan, F. (2023). The Use of Artificial Intelligence in Educational Institutions: Social Consequences of Artificial Intelligence in Education. Korkut Ata Türkiyat Araştırmaları Dergisi(Özel Sayı 1 (Cumhuriyetin 100. Yılına), 1305-1324. https://doi.org/10.51531/korkutataturkiyat.1361112