Communications of Mathematical Education (한국수학교육학회지시리즈E:수학교육논문집)

Korean Society of Mathematical Education (한국수학교육학회)
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Study on the Mathematics Teaching and Learning Artificial Intelligence Platform Analysis

수학 교수·학습을 위한 인공지능 플랫폼 분석 연구

  • Received : 2021.12.17
  • Accepted : 2022.03.28
  • Published : 2022.03.31
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Abstract

The purpose of this study is to analyze the current situation of EduTech, which is proposed as a way to build a flexible learning environment regardless of time and place according to the use of digital technology in mathematics subjects. The process of designing classes to use the EduTech platform, which is still in the development introduction stage, in public education is still difficult, and research to observe its effects and characteristics is also in its early stages. However, in the stage of preparing for future education, it is a meaningful process to grasp the current situation and point out the direction in preparation for the future in which EduTech will be actively applied to education. Accordingly, the current situation and utilization trends of EduTech at home and abroad were confirmed, and the functions and roles of EduTech platforms used in mathematics were analyzed. As a result of the analysis, the EduTech platform was pursuing learners' self-directed learning by constructing its functions so that they could be useful for individual learning of learners in hierarchical mathematics education. In addition, we have confirmed that the platform is evolving to be useful for teachers' work reduction, suitable activities, and evaluations learning management. Therefore, it is necessary to implement instructional design and individual customized learning support measures for students that can efficiently utilize these platforms in the future.

본 연구는 디지털 기술의 본격 활용에 따라 시간과 장소에 구애받지 않는 유연한 학습 환경 구축의 방안으로 제안되고 있는 에듀테크가 수학 교과에서 활용되기 위하여 그 현황을 분석하는 데 목적이 있다. 이에 따라 국내외 에듀테크 현황 및 활용 동향을 확인하며, 수학교과에서 활용되는 에듀테크 플랫폼의 기능과 그 역할을 분석하였다. 분석 결과, 에듀테크 플랫폼은 위계적 학문인 수학교육에서 학습자 개별 맞춤 학습에 유용할 수 있도록 그 기능을 구축해 나가고 있으며, 나아가 학습자의 자기주도학습을 추구하고 있었다. 또한 각 수업 단계에 맞는 활동 및 평가가 가능하여 교사의 업무경감 및 학습관리와 역량 강화 수업 등에 유용할 수 있도록 발전되어가고 있음을 확인하였다. 따라서 향후 이러한 플랫폼을 효율적으로 활용할 수 있는 교수설계 및 학생의 개별 맞춤형 학습 지원 활용 방안이 함께 수행되어질 필요가 있다.

Keywords

Acknowledgement

이 연구는 2020년 대한민국 교육부와 한국연구재단의 지원을 받아 수행된 연구임(NRF-2020S1A5A2A03044887).

References

  1. Kye, B. K., Shin, H. E., Kwon, M. Y., Kim, M. S., Choi, M. A., & Baek, S. E. (2020). Post-COVID-19 respond with Edutech Trend Analysis for Future Education System Transition, KERIS Research material RM 2020-21.
  2. Ko, H. K. (2020). A Study on Development of School Mathematics Contents for Artificial Intelligence (AI) Capability, Journal of the Korean School Mathematics Society, 23(2), 223-237.
  3. Ko, H. K., Huh, N., & Noh, J. H. (2021). An analysis of in-service teachers' perceived interactivity with AI teachers through RPP(Role-Play Presentation), The Mathematical Education, 60(3), 321-340. https://doi.org/10.7468/MATHEDU.2021.60.3.321
  4. Kong, Y. I. (2020). Edutech Industry Trends and Implications, Monthly Software Oriented Society, 70, 18-23, Retrieved from https://www.software.kr/home/kor/board.do?menuPos=16&act=detail&idx=635&searchValue1=0&searchKeyword=&pageIndex=3
  5. Ministry of Education and Science Technology (2019). "Beyond the IT power country to the AI power country!" AI National Strategy", Retrieved from https://eiec.kdi.re.kr/policy/materialView.do?num=195789&topic
  6. Ministry of Education. (2015a). The National Curriculum for the Primary and Secondary Schools, #2015-75[Annex 1], Retrieved from https://moe.go.kr/boardCnts/view.do?boardID=141&boardSeq=60747&lev=0&searchType=null&statusYN=W&page=20&s=moe&m=040401&opType=N
  7. Ministry of Education. (2015c). The Practical Arts (Technology/Home Economics) and Informatics curriculum, #2015-74[Annex 10]. Retrieved from https://www.moe.go.kr/boardCnts/view.do?boardID=141&boardSeq=60747&lev=0&searchType=null&statusYN=W&page=20&s=moe&m=040401&opType=N
  8. Ministry of Education. (2018). e-Learning, a new leap to the EDUTECH!, press release, Ministry of Education, Retrieved from https://www.moe.go.kr/boardCnts/view.do?boardID=294&boardSeq=75277&lev=0&searchType=null&statusYN=C&page=1&s=moe&m=0302&opType=N
  9. Ministry of Education. (2021a). 2021 Ministry of Education Annulal Work plan, press release, Ministry of Education, Retrieved from https://moe.go.kr/boardCnts/view.do?boardID=72713&boardSeq=83340&lev=0&searchType=null&statusYN=W&page=1&s=moe&m=0311&opType=N
  10. Ministry of Education. (2021b). Support plan for operation of undergraduate and curriculum in 2021, press release, Ministry of Education, Retrieved from https://www.moe.go.kr/boardCnts/view.do?boardID=294&boardSeq=83371&lev=0&searchType=null&statusYN=W&page=1&s=moe&m=020402&opType=N
  11. Ministry of Education. (2021c). Future-oriented curriculum plan with the people(draft), press release, Ministry of Education, Retrieved from https://www.moe.go.kr/boardCnts/view.do?boardID=294&boardSeq=84176&lev=0&searchType=null&statusYN=W&page=1&s=moe&m=020402&opType=N
  12. Kim, M. C. (2017). Sugata Mitra's Processing of Development of Self Organized Learning Environment(SOLE) and Analazing of Internet Comment, Master's thesis at Pusan National University Graduate School of Education, Pusan.
  13. Kim, B. K., & So, S. (2021). Implications of Self-organized Learning Environments and Minerva School for Schools'Online Instructional Design, The Journal of Yeolin Education, 29(2), 1-30.
  14. Kim, S. H. (2021). In the Digital Big Data Classroom Reality and Application of Smart Education: Learner-Centered Education using Edutech, Journal of the Korea Entertainment Industry Association, 15(4), 279-286. https://doi.org/10.21184/jkeia.2021.6.15.4.279
  15. Kim, Y. Y. (2020). Engineering Education and Edutech, Engineering education and technology transfer, 27(3), 18-24.
  16. Kim, J. S. (2020). Current status of Data utilization business in Education field, KDATA 2020 Data Industry White Paper, 23(6), 191-199.
  17. Kim, T. E., Kwon, S. K., Park, J. H., Lee, M. H., Cho, Y. D., Lee, K. H., & Moon, H. S. (2020). A study on the growth process of Underachievers of elementary and middle school students(IV), KICE Research Report RRI 2020-5.
  18. Kim, H, K., Park, C. S., Jeong, S. H., & Ko, H. K. (2018). A View on Complementary Relation of Human teacher and AI teacher in Future Education, Journal of Education & Culture, 24(6), 189-207.
  19. Kim, H. C., & Kang, S. J. (2017). A Study of Teaching Math Underachievers Using Flipped Classroom, Journal of the Korean School Mathematics Society, 20(4), 521-536.
  20. Kim, H. (2017). KIWI EDUCATION, Seoul: Bookexam.
  21. Park, S. Y. (2020). Development and Application of Geometry learning programs using AlgeoMath, Master's thesis at Seoul National University of Education Graduate School of Education, Seoul.
  22. Park, H. S. (2016). A Study on the Characteristics of New Generation with Life Style - Focus on Generation Z -, The Journal of Humanities and Social science, 7(6), 753-767.
  23. Bhang, S. H. (2012). A Study on Strategies of Self-directed Learning to Promote Smart Learning, Journal of Lifelong Learning Society, 8(1), 93-112. https://doi.org/10.26857/JLLS.2012.04.8.1.93
  24. Bae, Y. J., Park, J. A., Kim, S. E., & 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
  25. Song, D. W. (2007). Design and Implementation of Adaptive Learning Recommendation System based on ITS, Master's thesis at KwangWoon University Graduate School of Smart Convergence, Seoul.
  26. Yoon, S. B., Yang, S. H., & Park, H. S. (2021). LMS-based Edutech Teaching and Learning Platform Model Design Study, Journal of Digital Convergence, 19(10), 29-38. https://doi.org/10.14400/JDC.2021.19.10.029
  27. Yoon, I. Y. (2017). Convergence of Education and ICT Technology, EduTech, KIST Convergence Research Policy Center 91.
  28. Yoon, T. Y. (2020). Analysis of UK Edutech Support Policy Strategies and Current Status of Application, KEDI ISSUE PAPER CP 2020-03.
  29. Oh, J. H. (2020). The future according to COVID-19, from the era of education to the era of learning, ISSUE & ANALYSIS, 421, 1-25.
  30. Lee, S. J. (2021). Current Status and Implications of Artificial Intelligence (AI) Convergence Education in China, KEDI Education Policy paper(2021.03.29.) Retrieved from https://edpolicy.kedi.re.kr/frt/boardView.do?strCurMenuId=10091&pageIndex=1&pageCondition=10&nTbBoardArticleSeq=830273
  31. Lee, J. H., Kim, H. B., Park, N. J., Park, S., Bae, Y., Sung, Y., Ahn, S., Lee, Y., Jeon, W., Han, G., & Han, J. (2020). Artficial Intelligence, Seoul: Hongreung
  32. Lee, J. E. (2020). Crisis and Opportunities in Higher Education Stimulated by Edutech, Korea Business Review, 24(New year issue), 151-171. https://doi.org/10.17287/kbr.2020.24.0.151
  33. Lee, H. Y. (2020). Edutech Market Status and Implications, Trade NAVI, Retrieved from http://www.tradenavi.or.kr/CmsWeb/viewPage.req?idx=PG0000001352&reportId=RP00000000016166&viewType=detail&query=%EC%97%90%EB%93%80%ED%85%8C%ED%81%AC%20%EC%8B%9C%EC%9E%A5%20%ED%98%84%ED%99%A9%20%EB%B0%8F%20%EC%8B%9C%EC%82%AC%EC%A0%90
  34. Lim, C. I., Kye, B. K., Choi, M. A., Lee, E. K., Lee, J. H., Bae, Y. J., Song, Y. K., & Jung, H. W. (2021). A study on smart learning environment in the post-corona, KERIS Research Report RR 2021-3.
  35. National IT Industry Promotion Agency (2019). United Kingdom EdTech, NIPA Retrieved from https://www.nipa.kr/main/selectBbsNttView.do?key=307&bbsNo=40&nttNo=7523&bbsTy=&searchCtgry=&searchCnd=all&searchKrwd=&pageIndex=1
  36. National IT Industry Promotion Agency (2020). Analysis report of major overseas Edutech companies, NIPA.
  37. Jeong, W. J. (2021). A Study for Teaching Method of Chinese in Middle School Based on 'EdTech' for The Effective Communication, Master's thesis at Dongguk University Graduate School of Education, Seoul.
  38. Jung, J. Y. (2021). Future education in the post-corona era: the trend of non-face-to-face intelligent education technology, Convergence Research Review, 7(3), 4-29.
  39. Cho, E. M., & Han, A. N. (2010). The Effect of Social Presence on Learning Flow and Learning Effects In Online Learning Community, The Journal of Educational Information and Media, 16(1), 23-43.
  40. 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 Korean Association of Computer Education Conference book, 23(2), 85-88.
  41. Choi, Y. G. (2017). Prediction and Prospect of Future Education in the Era of the 4th Industrial Revolution, Future Horizon, 33, 32-35.
  42. Choi, W. (2017). Development of an Instructional Design Model for Groundwork Instruction in Flipped Learning, Journal of Educational Technology, 33(1), 1-34. https://doi.org/10.17232/KSET.33.1.001
  43. Choi, Y. S., & Son, E, Y. (2017). Exploring a Practical Direction Through Understanding the Meaning of Self-directed Learning, Journal of Learner-Centered Curriculum and Instruction, 17(23), 355-374.
  44. Hur, N. (2018). An Analysis of Web-Based Adaptive Math Learning Program Components, East Asian Mathematical Journal, 34(4), 451-462. https://doi.org/10.7858/EAMJ.2018.030
  45. Hong, S. J., Cho, B. K., Choi, I. S., Park, K. J., Kim, H. J., Park, Y. J., & Park, J. H. (2020). Artificial Intelligence and EduTech in School Education, KICE Research Report RRI 2020-2.
  46. Hong, J. M. (2017). Edutech: Future Education in the Fourth Industrial Revolution. Seoul; Bookisbab.
  47. Hwang, E. C. (2021). Analysis of Edu-Tech Trends Using Virtual and Augmented Reality, The Korea Society of Computer and Information Seminar book, 29(1), 115-116.
  48. Bloom, B. S. (1968). Learning for Mastery. Instruction and Curriculum. Regional Education Laboratory for the Carolinas and Virginia, Topical Papers and Reprints, Number 1. Evaluation comment, 1(2), n2.
  49. Bloom, B. S. (1984). The 2 sigma problem: The search for methods of group instruction as effective as one-to-one tutoring. Educational researcher, 13(6), 4-16. https://doi.org/10.3102/0013189X013006004
  50. Hodges, C. B., Moore, S., Lockee, B. B., Trust, T., & Bond, M. A. (2020). The difference between emergency remote teaching and online learning. EDUCAUSE Review. Retrieved from https://tinyurl.com/rekxcrq
  51. Holme, W., Bialik, M., Fadel, C. (2020). Artficial Intelligence In Education, Seoul: PYstory, 135-135.
  52. Luo, N., Zhang, M., & Qi, D. (2017). Effects of different interactions on students' sense of community in e-learning environment. Computers & Education, 115, 153-160. https://doi.org/10.1016/j.compedu.2017.08.006
  53. Molinillo, S., Aguilar-Illescas, R., Anaya-Sanchez, R., &Vallespin-Aran, M. (2018). Exploring the impacts of interactions, social presence and emotional engagement on active collaborative learning in a social web-based environment. Computers & Education, 123, 41-52. https://doi.org/10.1016/j.compedu.2018.04.012
  54. Mosteanu, N. R. (2020). Using Internet and Edutech Become A Primary Need Rather Than A Luxury-The Reality: A New Skilled Educational System-Digital University Campus. International Journal of Engineering Science Technologies, 4(6), 1-9. https://doi.org/10.29121/ijoest.v4.i6.2020.129
  55. Moursund, D., & Ricketts, R. (2021). Goals of education in the United States. IAE-pedia. Retrieved from http://iae-pedia.org/Goals_of_Education_in_the_United_States.
  56. Moursund, D. (2021). The Future of AI in Our School. Creative Commons Attribution-NonCommercial-ShareAlike 3.0 Unported License United States(CC BY-NC-SA 3.0 US). Retrieved from http://creativecommons.org/licenses/by-nc-sa/3.0/us/
  57. OECD (2021). What Future for Science, Technology and Innovation after COVID-19?, PISA, OECD Publishing, Paris.
  58. Oh, H. J., Ozkaya, E., & LaRose, R. (2014). How does online social networking enhance life satisfaction? The relationships among online supportive interaction, affect, perceived social support, sense of community, and life satisfaction. Computers in Human Behavior, 30, 69-78. https://doi.org/10.1016/j.chb.2013.07.053
  59. Rodriguez-Ardura, I., &Meseguer-Artola, A. (2016). E-learning continuance: The impact of interactivity and the mediating role of imagery, presence and flow. Information & Management, 53(4), 504-516. https://doi.org/10.1016/j.im.2015.11.005
  60. Voskoglou, M. G. & Salem, A. B. M. (2020). Benefits and Limitations of the Artificial with Respect to the Traditional Learning of Mathematics. Mathematics, 8, 1-15. https://doi.org/10.3390/math8010001
  61. World Economy Forum (2020). School of the Future, Defining New Models of Education for the Fourth Industrial Revolution. Geneva: World Economy Forum(WEF)
  62. "KN", Retrieved from https://www.knowre.co.kr/
  63. "CL", Retrieved from https://www.classting.com/
  64. "NU", Retrieved from https://www.NU.com/
  65. "DR", Retrieved from https://DR.com