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DOI QR Code

국내 AI 교육 프로그램 연구동향 분석: 주제범위 문헌고찰 방법론을 적용하여

Domestic Research Trend of AI Education Program: A Scoping Review

  • 한정윤 (한국교육개발원 디지털교육연구센터) ;
  • 허선영 (서울신학대학교)
  • 투고 : 2021.09.07
  • 심사 : 2021.11.01
  • 발행 : 2021.12.31

초록

미래 사회에는 AI와 인간이 공존할 것이라는 전망이 나오고 있는 가운데, 소양 교육의 성격으로 AI 교육이 강조되고 있다. 본 연구에서는 최근 국내에서 이루어진 AI 교육 프로그램 연구동향을 분석함으로써 향후 연구의 방향을 모색하고자 한다. 이를 위해 주제범위 문헌고찰 방법을 적용하여, 2017년부터 2020년까지 국내에서 이루어진 AI 교육 프로그램 문헌 29개를 발행연도, 교육대상, 학습내용, 학습결과, 실습환경의 측면에서 분석하였다. 분석 결과, 국내 AI 교육 프로그램 연구는 2020년에 급증하였으며 초등학생을 대상으로 한 교육 프로그램 연구가 많이 이루어졌음을 확인하였다. 또한, AI 원리에 대한 교육내용을 주로 다루고 있으며, 인지와 정의적 측면의 학습결과를 측정한 연구의 비율이 높고, 블록코딩을 비롯한 다양한 실습환경이 비교적 골고루 사용되었음을 확인하였다. 본 연구 결과를 기반으로 추후 연구의 방향성을 논의하고 제안하였다.

AI education is being emphasized nationwide as a literacy education. At this point, it is necessary to identify critical issues and suggest the direction of future research by examining domestic AI education research trends. To this end, the study applied the scoping review method. A total of 29 AI educational studies from 2017 to 2020 in South Korea were analyzed. As a result, it was confirmed that the number of studies increased rapidly in 2020, and a large proportion of studies targeted elementary school students. In addition, the study found that AI principles were treated as contents at a high rate, both cognitive and affective aspects were frequently reported as a learning outcome, and various practice environments were used relatively evenly. Based on the results, the direction of future research was discussed and suggested.

키워드

참고문헌

  1. Ministry of Science and Technology Information and Communication (2019, December 17). Artificial Intelligence (AI) National Strategy Presentation. Retrived From http://www.korea.kr/news/pressReleaseView.do?newsId=156366736
  2. Ministry of Science and Technology Information and Communication (2019, December 17). Artificial Intelligence (AI) National Strategy Presentation. Retrived From http://www.korea.kr/news/pressReleaseView.do?newsId=156366736
  3. Ministry of Education (2020, November). The Direction of Education Policy and Key Tasks in the Age of Artificial Intelligence. Retrieved from https://www.korea.kr/archive/expDocView.do?docId=39237&call_from=rsslink
  4. Ministry of Education (2020, May 26). Comprehensive plan for SW education. Retrived from https://www.moe.go.kr/boardCnts/view.do?boardID=294&boardSeq=80718&lev=0&searchType=null&statusYN=W&page=1&s=moe&m=020402&opType=N
  5. Kim, K., Koo, D., Kim, S., Kim, S., Kim, Y., Kim, J., ... & Kim, H. (2020). Development a Standard Curriculum Model of Next-generation Software Education. Journal of The Korean Association of Information Education, 24(4), 337-367. https://doi.org/10.14352/jkaie.2020.24.4.337
  6. Ministry of Education. (2021, August 5). Elementary and secondary school teacher: software and artificial intelligence education capabilities are developed. Retrieved from https://www.korea.kr/news/policyNewsView.do?newsId=148891283
  7. Korea Institute for Curriculum and Evaluation. (2020). Concepts and Utilization of Artificial Intelligence(AI) in School Education.
  8. Kim, S. A. (2021). Research Trends in Elementary and Secondary School Artificial Intelligence Education Using Topic Modeling and Problems in Technology Education. The Korean Journal of Technology Education, 21(1), 106-124
  9. Choi, M. Y., & Lee, T. W. (2019). The status of Artificial Intelligence in education and Prediction of change in roles of teacher and school. The Proceedings of Conference of the Korean Association of Computer Education, 23(2), 85-88.
  10. Korea Foundation for the Advancement of Science and Creativity. (2020, August 14). Elementary and secondary AI education content system exploratory research issue report. Retrieved from http://swweek.kr/um/um03/um0305/um030501/um03050102/um0305010201/um0305010201View.do?postId=63918
  11. Kang, H. S. & Kim, H. C. (2020). A Design on Deep Learning Lecture for Computer Programming Education. Journal of Digital Contents Society, 21(10), 1801-1808. https://doi.org/10.9728/dcs.2020.21.10.1801
  12. Kim, T. R.. & Han, S. G. (2020). Analysis of changes in artificial intelligence image of elementary school students applying cognitive modeling-based artificial intelligence education program. Journal of The Korean Association of Information Education, 24(6), 573-584. https://doi.org/10.14352/jkaie.2020.24.6.573
  13. Park, D. R., Yu, W. J., Jang, J. H., Yoo, I. H., Bae, Y, K., Kim, W. Y., & Ahn, J. M. (2020). The Development of Software Teaching-Learning Model based on Machine Learning Platform. Journal of The Korean Association of Information Education, 24(1), 49-57. https://doi.org/10.14352/jkaie.2020.24.1.49
  14. Han, J. Y. (2020). Exploration of online learning tools and environments for primary and secondary AI education. In Proceedings of Journal of The Korean Association of Information Education, 11(3), 29-34.
  15. Han, J. & Shin, Y. (2020). An Analysis on the Research Trends in Artificial Intelligence Education Using the Keyword Network Analysis. Journal of The Korean Association of Artificial Intelligence Education, 1(2), 20-33.
  16. Jeon, I., Kim, S., & Song, K. (2021). Analysis of Artificial Intelligence Education Policy Trends and Educational Institution's Operation Status in Korea, The Proceedings of Conference of the Korean Association of Computer Education, 25(1(A)), 99-103.
  17. Kim, S., Kim, S., & Kim, H. (2019). Analysis of international educational trends and learning tools for artificial intelligence education. The Proceedings of Conference of the Korean Association of Computer Education, 23(2), 25-28.
  18. Park, M., Han, K., & Sin, S. (2021). Analysis of research status on domestic AI education. The Korean Association of Information Education Journal, 12(2), 69-76.
  19. Arksey, H., & O' Malley, L. (2005). Scoping studies: towards a methodological framework. International journal of social research methodology, 8(1), 19-32. https://doi.org/10.1080/1364557032000119616
  20. Colquhoun, H. L., Levac, D., O' Brien, K. K., Straus, S., Tricco, A. C., Perrier, L., ... & Moher, D. (2014). Scoping reviews: time for clarity in definition, methods, and reporting. Journal of clinical Epidemiology, 67(12), 1291-1294. https://doi.org/10.1016/j.jclinepi.2014.03.013
  21. Seo, H. J. & Kim, S. Y. (2018). What is Scoping Review? The Korean Association for Health Technology Assessment, 6(1), 16-21. https://doi.org/10.34161/johta.2018.6.1.003
  22. Bae, Y. J., Park, J. A., Kim, S. E., Eun, S., & Doo, M. Y. (2019). Research Trends on Smart Education in Korea from 2011 to 2018. Journal of Education & Culture, 25(3), 319-339. https://doi.org/10.24159/joec.2019.25.3.319
  23. Kim, K. S., Koo, D. H., Kim, S. B., Kim, S. H., Kim, Y. S., Kim, J. E., ... & Han, S. G. (2020). Development a Standard Curriculum Model of Next-Generation Software Education. Journal of The Korean Association of Information Education, 24(4), 337-367. https://doi.org/10.14352/jkaie.2020.24.4.337
  24. Chang, B., Jun, S. J., & Kim. H. S. (2021.1). Development of artificial intelligence educational materials for high school students. The Korean Association of Computer Education, 25(1,A), 37-40.
  25. Unesco. (2021). Elaboration of a Recommendation on the ethics of artificial intelligence. Retrieved from https://en.unesco.org/artificial-intelligence/ethics
  26. Byun, S. Y. (2020). A Study on the Necessity of AI Ethics Education. The Journal of Korea Elementary Education, 31(3), 153-164.
  27. Ministry of Science and ICT. (2020, December 23). Ministry of Science and ICT prepared human-centered "Artificial Intelligence (AI) Ethics Standards". Retrieved from https://www.msit.go.kr/bbs/view.do?sCode=user&mPid=112&mId=113&bbsSeqNo=94&nttSeqNo=3179742