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An Effect on Attitudes towards AI Technology by Using of Educational Programs Utilizing a Natural Language Processing Chatbot

자연어 처리 챗봇을 활용한 교육프로그램이 AI 기술 태도에 미치는 효과

  • Received : 2023.06.14
  • Accepted : 2023.07.17
  • Published : 2023.08.31

Abstract

Recently, ChatGPT is receiving a lot of attention in the education industry. Many educational programs are being researched and developed that utilize natural language processing chatbots. This study was conducted with 110 sixth-grade elementary school students as participants. The purpose of this study was to verify whether an educational program utilizing a natural language processing chatbot could increase students' positive perception of AI technology. Statistical validation was conducted by paired-sample t-test, independent-sample t-test, and linear regression analysis. As a result, it was found that the educational program utilizing a natural language processing chatbot increased students' positive perception of AI technology and had a positive effect in reducing negative perceptions. There is a need to research various teaching methods that utilize AI technology.

2023년 챗GPT가 소개되면서, 교육현장에 많은 관심이 쏠리고 있다. 현재 자연어 처리 챗봇을 활용한 다양한 교육프로그램이 연구되고 있다. 본 연구는 수도권 초등학생 6학년 110명을 대상으로 약 3개월간 자연어 처리 챗봇을 교과 수업에 적용하였다. 이를 통해 사전, 사후 분석으로 자연어 처리 챗봇을 활용한 교육프로그램이 학생들의AI 기술에 대한 긍정적인 수용성을 높일 수 있는지 검증하고자 하였다. 통계적 검증방법으로는 대응표본 t 검정, 독립표본 t 검정 및 선형회귀 분석을 각각 실시하였다. 그 결과, 자연어 처리 챗봇을 활용한 교육프로그램이 학생들의 AI 기술에 대한 긍정적 수용성을 높이고, 부정적인 인식은 감소시키는 데 효과적임을 밝혀낼 수 있었다. 다가오는 2022 개정 교육과정 도입시기를 대비하여, 전 교과 학습에서 AI 기술을 적용하는 방안을 적극적으로 연구할 필요성이 제기된다.

Keywords

Acknowledgement

이 연구는 2023년도 서울교육대학교 교내연구비를 지원받아 수행되었음

References

  1. Jang, J. A., Park, J. H., & Park, J. S. (2021), An analysis on the trends of education research related to 'Artificial Intelligence chatbot' in Korea: Focusing on implications for use in science education. The Journal of Learner-Centered Curriculum and Instruction, 21(13), 729-743.
  2. Kim, M. J., Yeom, J. Y., Jung, H. W., & Lim, C. I. (2021), A Review of Research on Artificial Intelligence Chatbot in Education through the Lens of Activity Theory. Journal of Korean Association for Educational Information and Media, 27(2), 699-721. https://doi.org/10.15833/KAFEIAM.27.2.699
  3. Sheikh, D. (2023). How to use ChatGPT like a PRO!. Seattle; Kindle Press.
  4. Kim, E. S. (2023, April 4), Discussions on regulating ChatGPT, including in Italy and now in the UK, are taking place. However, South Korea is going against the current trend by adopting a different approach, reporter says, https://www.khan.co.kr/economy/economy-general/article/202304041646001
  5. Human Inspired AI Research of Korea Univeristy (2023), Basic Utilization Guidelines for Generative AI.
  6. Kang, J. M.(2023, March17), The Ministry of Education establishes "Principles for the Utilization of ChatGPT" and commissions policy research to Ewha Womans University, official representatives say, https://newsis.com/view/?id=NISX20230316_0002230010
  7. Yang, H. J., Kim, H. Y., Shin, D. K., & Lee, J. H. (2019), A Study on Adopting AI-Based Chatbot in Elementary English-Speaking Classes, Multimedia Assisted Language Learning, 22(4), 184-205.
  8. Lee, J. E., & Kim, M. J. (2017), Review of Collaborative Learning Research in the Field of Educational Technology: With the articles published in 「Journal of Educational Technology」 and 「Journal of Educational Information and Media」 between 2006 and 2016, Journal of Educational Technology, 33(3), 769-797. https://doi.org/10.17232/KSET.33.3.769
  9. Chen, H. L., Vicki W. G., & Sutrisno, H. (2020), A ChatBot for Learning Chinese: Learning Achievement and Technology Acceptance. Journal of Educational Computing Research, 58(6), 1161-1189. https://doi.org/10.1177/0735633120929622
  10. Nghi, T. T., Phuc, T. H., & Thang, N. T. (2019), Applying Ai Chatbot For Teaching A Foreign Language: AnEmpirical Research. International Journal of Scientific & Technology Research, 8(12), 897-902.
  11. Lee, J. H., Kim, H. Y., Shin, D. K., & Yang, H. J. (2019), A study on the conversational interaction with Chatbot for foreign language learning, Multimedia Assisted Language Learning, 22(1), 132-153. https://doi.org/10.15702/MALL.2019.22.1.132
  12. Oh, J. Y., Hong, S. H., Lee. S., & Jeon, J. H. (2022), The Role and Application of AI PengTalk in Elementary English Education, The Journal of Korea elementary education, 33(2), 35-50.
  13. Yoon, Y. B. (2021), Prospects of Using AI Chabots in Teaching Speaking in Primary English: With Special Reference to Dialogflow,
  14. The Journal of Korea elementary education, 32(2), 15-28.
  15. Cho, Y. J., & Han, D. G. (2022), Exploring the Possibility of Development and Application of AI Chatbot for Localization Learning in Elementary Social Studies, The Journal of Korea elementary education, 33(4), 1-18.
  16. Park, H. B. (2021), A Study on the Application of Educational AI to Moral Education for Character Education of Elementary School Students: Usability and ethical considerations, The Journal of Korea Elementary Moral Education Society, 21(73), 207-247.
  17. Lee, J. Y., Lee, S. H., Kwon, J. H., & Choi, J. S. (2022), Counseling use case analysis of AI-based chatbot And Suggestion for developing a Chatbot for School counseling, The Korean Journal of Elementary Counseling, 21(3), 243-267. https://doi.org/10.28972/kjec.2022.21.3.243
  18. Ministry of Public Administration and Security (2023), Utilization and Precautions for ChatGPT.
  19. Chungcheongnamdo Office of Education (2023), A Guideline for Utilizing Conversational AI Chatbots.
  20. Josef, J. (2021), AI acceptance and attitudes: People's perception of healthcare and commercial AI applications, The Journal of Cognivite Science, 21(3) 1-27.
  21. Davis, F. D. (1989). perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319-340. https://doi.org/10.2307/249008
  22. You, J. H., & Park, C. (2010). A Comprehensive Review of Technology Acceptance Model Researches, Entrue Journal of Information Technology, 9(2), 31-50.
  23. Cohen, J. (1988). Statistical power analysis for the behavioral sciences, Hillsdale, NJ: Lawrence Earlbaum Associates.