Journal of The Korean Association of Information Education (정보교육학회논문지)

Korea Association of Information Education (한국정보교육학회)
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Development of Elementary School AI Education Contents using Entry Text Model Learning

엔트리 텍스트 모델 학습을 활용한 초등 인공지능 교육 내용 개발

  • Received : 2022.01.18
  • Accepted : 2022.01.21
  • Published : 2022.02.28
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Abstract

In this study, by using Entry text model learning, educational contents for artificial intelligence education of elementary school students are developed and applied to actual classes. Based on the elementary and secondary artificial intelligence content table, the achievement standards of practical software education and artificial intelligence education will be reconstructed.. Among text, images, and sounds capable of machine learning, "production of emotion recognition programs using text model learning" will be selected as the educational content, which can be easily understood while reducing data preparation time for elementary school students. Entry artificial intelligence is selected as an education platform to develop artificial intelligence education contents that create emotion recognition programs using text model learning and apply them to actual elementary school classes. Based on the contents of this study, As a result of class application, students showed positive responses and interest in the entry AI class. it is suggested that quantitative research on the effectiveness of classes for elementary school students is necessary as a follow-up study.

본 연구에서는 엔트리 텍스트 모델 학습을 활용해서 초등학교 인공지능 교육 내용을 개발하고 이를 실제 수업에 적용한다. 초·중등 인공지능 내용 체계표를 바탕으로 실과 소프트웨어 교육과 인공지능 교육의 성취 기준을 재구성한다. 기계학습이 가능한 텍스트, 이미지, 소리 중에서 다양한 플랫폼에서 지원하고 초등학생의 데이터 준비 시간을 줄일 수 있으면서 손쉽게 이해가 가능한 '텍스트 모델 학습을 활용한 감정 인식 프로그램 제작'을 교육 내용으로 선정한다. 엔트리 인공지능을 교육 플랫폼으로 선정해서 텍스트 모델 학습을 활용한 감정인식 프로그램을 만드는 인공지능 교육 내용을 개발하고 실제 초등학교 수업에 적용한다. 수업 적용 결과 엔트리 인공지능 수업에 긍정적인 반응과 흥미를 보였다. 본 연구 내용을 기반으로 초등학생을 대상으로 한 수업의 효과성에 대한 양적 연구가 후속 연구로 필요함을 제언한다.

Keywords

Acknowledgement

본 연구는 2021년도 부산교육대학교 학술연구과제로 지원을 받아 수행되었음

References

  1. AI education, which will be introduced in 2025, and on-site responses will be "well...". (2020). https://www.chosun.com/special/future100/fu_general/2020/12/07/GVNLSHNG2FATZFBPDNY5A2MOM4.
  2. AI subject that is shunned...Select only one out of 250 Seoul High School. (2021). https://www. mk.co.kr/news /society/view/2021/12/1116783.
  3. Internet trend search engine share. (2021). Retrieved from http://www.internettrend.co.kr/trendForward.tsp to December 1, 2021.
  4. Jang Hyewon ,Nam Jihyun (2021). In elementary mathematics education, the actual use of artificial intelligence - centered on the elementary mathematics class support system "Knock Knock! Mathematics Expedition" -. Korea Elementary Education, 31, 105-123.
  5. Kim Eun Ji, Lee Young Jun (2021). PlatformAnalysis for Elementary Artificial Intelligence Education - MLFK, Teachable Machine, mblck, Entry. Collection of papers at the academic presentation conference of the Korean Computer Education Association, 25(2(A), 51-54.
  6. Kim Gap-soo, Koo Deok-hoe, Kim Seong-baek, Kim Soo-hwan, Kim Young-sik, Kim Ja-mi, KimJae-hyun, Kim Chang-seok, Kim Chul, Kim Han-il, Kim Hyun-chul, Park Nam-je, Park Jeong-ho, Park Pan-woo, Seo In-soon, Seo Jung Seo Jung Seo-yeon, Tae-ok, Lee Young-jun, Lee, Lee Young-ho, Lee, Lee, Lee, Lee, Jeon Yong-joo, Jeon Yong-joo, Jeon Yong-joo, Jeon Yong-ju, Jeon Yong-ju, Jeon Yong-joo, Jeon Yong-joo, Jeon, Jeon Yong- Development of a standard model for next-generation software (SW) education. (2020). Volume 24, No. 4 of the Journal of the Information Education Association.
  7. Kim Garam, Kim Taeyoung (2021). Analysis of data education contents in artificial intelligence classes in elementary school and suggestion of a method. Collection of papers at the academic presentation conference of the Korean Computer Education Association, 25(2(A), 37-40.
  8. Kim Soo-hwan, Kim Gap-soo, Kim Sung-hoon, Kim Young-sik, Kim Jae-hyun, Kim Jong-beom, Kim Han-il, Kim Hyun-bae, Kim Hyun-chul, KimHong-rae, Park Da-som, Park Sun-joo, Park Chun-soo, Son Won-sung, Song Seok-ri, ShimJae-ho, Lee Jung Jung Soo-jin, Jeon Yong-yeon, Jeon Woo-yeol and Seo-yeon. (2021). Analysis of functions and services for the development of artificial intelligence education platforms. Paper of the Computer Education Association, 24(2), 25-37.
  9. Kim Yongseong (2019). Trends in human resource training policies in major countries in the artificial intelligence (AI) era. Software Policy Research Institute.
  10. Lee Seungchul, Kim Taeyoung (2020). Proposal of the contents and methods of artificial intelligence education for elementary school students. Collection of papers at the academic presentation conference of the Korean Computer Education Association, 24(1), 177-180.
  11. Lee Seungchul, Kim Taeyoung (2020). Web-based online platform analysis and suggestion for artificial intelligence education. Collection of papers at the academic presentation conference of the Korean Computer Education Association, 24(2(A), 77-80.
  12. Machine learning project worksheet. (2021). https://machinelearningforkids.co.uk/#!/worksheets.
  13. Ministry of Education (2015). Ministry of Education Notice No. 2015-74 [Annex 10] Practical (Technology/Home)/Information Department Curriculum.
  14. Ministry of Education, Korea Foundation for Science and Creativity (2021). Artificial Intelligence classes at school.
  15. Ministry of Education. (2020). Comprehensive plan for information education.
  16. Ministry of Education. (2021). Key points of the 2022 revised curriculum general discussion.
  17. Park Yiseoro, Kim Youngsik (2020). Elementary school artificial intelligence education plan using AI education platform. Collection of papers at the academic presentation conference of the Korean Computer Education Association, 24(2(A), 187-190.
  18. Son Wonseong. (2020). Development of SW education class plans using artificial intelligence (AI) education platforms: Focusing on the upper grades of elementary school. Paper of the Information Education Society, 24(5), 453-462.
  19. Song Joo-young, Jeon Yong-ju, and Kang Oh-han (2021). A study on the use of instructional materials for artificial intelligence education platforms in elementary social studies education. Collection of papers at the academic presentation conference of the Korean Computer Education Association, 25(1(A), 273-276.