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Topophilia Convergence Science Education for Enhancing Learning Capabilities in the Age of Artificial Intelligence Based on the Case of Challenge Match Lee Sedol and AlphaGo

알파고와 이세돌의 챌린지 매치에서 분석된 인공지능 시대의 학습자 역량을 위한 토포필리아 융합과학 교육

  • Yoon, Ma-Byong (Department of Science Education, Jeonju University) ;
  • Lee, Jong-Hak (Department of Mathematics Education, Daegu National University of Education) ;
  • Baek, Je-Eun (Iksan Gungdong Elementary School)
  • Received : 2016.05.15
  • Accepted : 2016.07.03
  • Published : 2016.08.31

Abstract

In this paper, we discussed learner's capability enhancement education suitable for the age of artificial intelligence (AI) using game analysis and archival research based on the 2016 Google Deepmind Challenge match between AI that possessed the finest deep neural networks and the master Baduk player that represented the best of the human minds. AlphaGo was a brilliant move that transcended the conventional wisdom of Baduk and introduced a new paradigm of Baduk. Lee Sedol defeated AlphaGo via the 'divine move and Great idea' that even AlphaGo could not have calculated. This was the triumph of human intuition and insights, which are deeply embedded in human nature as well as human courage and strength. Convergence science education that cultivates student abilities that can help them control machines in the age of AI must be in the direction of developing diverse human insights and positive spirits embedded in human nature not possessed by AI via implementing hearts-on experience and topophilia education obtained from the nature.

본 연구는 2016 구글 딥마인드 챌린지 매치에서 최고 수준의 딥러닝 인공신경망을 갖고 있는 인공지능 알파고와 인간지능의 대표로 상징되는 바둑 최고수의 대국 분석 및 문헌 연구로 인공지능 시대에 적합한 학습자의 역량 교육에 대해 논의했다. 알파고는 지금까지 알려져 있는 바둑의 정석과 상식을 넘어서는 새로운 바둑의 패러다임을 보여주는 기발한 수를 두었고, 이세돌은 알파고도 생각하지 못한 '신의 한 수' 로 인공지능 수퍼 컴퓨터를 이길 수 있었다. 이는 인간의 집념과 도전, 인간 본성의 통찰과 직관의 승리였다. 인공지능 시대에 기계를 조정하고 통제할 수 있는 학습자 역량을 기르기 위한 융합과학 교육은 자연으로부터의 감성적 체험과 토포필리아 교육으로 인공지능이 갖지 못한 인간 본성의 다채로운 감성과 통찰, 긍정적 정서를 함양시킬 수 있는 방향이어야 한다.

Keywords

References

  1. Y.S. Park, J. Glenn, T. Godden, UN Millennium Project: State of The Future 2045. Seoul: Kyobobook, 2015.
  2. http://www.baduk.or.kr
  3. https://deepmind.com/alpha-go.html
  4. S.W. Kim, S.W. Ahn, H.S, Choo, "AlphaGo's Artificial Intelligence". SPRi Issue Report(2016-001), 2016.
  5. D.S. Kim, Brain Science Adventures in Wonderland. Seoul: Moonhakdongnae, 2015.
  6. J. Gribbin, In Search of the Big Bang: Quantum Physics and Cosmology. NY: Bantam Books, 1986.
  7. H.S. Choo, S.W. Ahn, S.W. Kim, "Analysis of AlphaGo's AI algorithm". SPRi Issue Report (2016-002), 2016.
  8. D. Silver, A. Huang, C.J. Maddison, A. Guez, L. Sifre, G. Driessche, J. Schrittwieser, I. Antonoglou, V. Panneershelvam, M. Lanctot, S. Dieleman, D. Grewe, J. Nham, N. Kalchbrenner, I. Sutskever, T. Lillicrap, M. Leach, K. Kavukcuoglu, T. Graepel1, D. Hassabis, "Mastering the Game of Go with Deep Neural Networks and Tree Search". Nature, Vol.529, pp.484-489, 2016. https://doi.org/10.1038/nature16961
  9. J. Schmidhuber, "Deep Learning in Neural Networks: An Overview". Neural Networks, Vol.61, pp.85-117, 2015. https://doi.org/10.1016/j.neunet.2014.09.003
  10. Y.F. Tuan, Space and Place: The Perspective of Experience. Minnesota: University of Minnesota Press, 1977.
  11. Y.F. Tuan, "Topophilia, or Sudden Encounter with the Landscape". Landscape, Vol.11, pp.29-32, 1961.
  12. M.B. Yoon, H.S. Kim, J.H. Lee, "The Development of STEAM Educational Program Based on Topophilia Using Jeonbuk Educational Resources". Journal of Science Education. (2014) Vol.38, No.1, pp.41-56. https://doi.org/10.21796/jse.2014.38.1.41
  13. http://www.ohmynews.com/NWS_Web/View/at_pg.aspx?CNTN_CD=A0002189141
  14. http://news.joins.com/article/19717328
  15. http://isplus.live.joins.com/news/article/article.asp?total_id=19717325&ctg=1601&tm=i_lf_7011
  16. M.B. Yoon, "The Case Study of Topophilia's Role as a Motivator to Learn and an Analysis of Educational Resources". The Journal of the Korea Contents Association, Vol.14, No.4, pp.467-479, 2014. https://doi.org/10.5392/JKCA.2014.14.04.467
  17. http://news.joins.com/article/19723236
  18. http://news.chosun.com/site/data/html_dir/2016/03/12/2016031201512.html
  19. A.M. Isen, Success, Failure, Attention, and Reaction to Others: The Warm Glow of Success, Journal of Personality and Social Psychology. (1970) Vol.15, pp.294-310. https://doi.org/10.1037/h0029610
  20. A.M. Isen, K.A. Daubman, G.P. Nowicki, "Positive Affect Facilitates Creative Problem Solving". Journal of Personality and Social Psychology, Vol.52, pp.1122-1131, 1987. https://doi.org/10.1037/0022-3514.52.6.1122
  21. B.E. Kahn, A.M. Isen, "The Influence of Positive Affect on Variety-Seeking Among Safe, Enjoyable Products". Journal of Consumer Research, Vol.20, pp.257-270, 1993. https://doi.org/10.1086/209347
  22. B. Weiner, An Attributional Theory of Achievement Motivation and Emotion, Psychological Review. (1985) Vol.92, pp.548-573. https://doi.org/10.1037/0033-295X.92.4.548
  23. M. Csikszentmihalyi, Finding Flow: the Psychology of Engagement with Everyday Life. NY: Basic Books, 1998.
  24. A. Tversky, D. Kahneman, "Judgment under Uncertainty: Heuristics and Biases". Science, Vol.185, No.4157, pp.1124-1131, 1971. https://doi.org/10.1126/science.185.4157.1124
  25. M.B. Yoon, "Action Research on Applying the STEAM Program Based on Mt. Mai's Ice Spikes and Science Learning Area to Foster Topophilia". Information, Vol.19, No.4, pp.1115-1120, 2016.
  26. M.B. Yoon, H.S. Kim, "Development of the STEAM Educational Program Based on Mt. Mai Science Learning Area and Ice Spikes to Foster Topophilia". Information, Vol.19, No.4, pp.1109-1114, 2016.