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The Effects of Field Trip Learning Program on Plant Inquiry in Coastal Dune using Artificial Intelligence on the Affective Domain of Gifted Elementary Science Studentt

인공지능을 활용한 해안사구 식물 탐구 프로그램이 초등 과학영재의 정의적 영역에 미치는 영향

  • Received : 2022.03.29
  • Accepted : 2022.04.21
  • Published : 2022.04.30

Abstract

In the application and composition of learning content, the field trip learning of scientific inquiry could provide a positive effect. Also, it can arouse an experience of various inquiry activities through open thinking. In addition, it could take a positive effect by providing the diversity and specificity of wildlife experience for the living organism. The biology inquiry program of the field trip is a necessary process to acquire ecological experiences in the learning context. However, there is some problem to solve before the performance of field trip learning as professional knowledge of the outdoors inquiry. Therefore, this study developed a field trip inquiry program for the plant in a coastal dune using artificial intelligence to assist professional knowledge. The researcher carried out literature reviews and analysis related to studies and programs to investigate learning steps, content, and strategy. Also, this study investigated the effects of the program on the affective domain of gifted elementary science students. According to the results of this study, the program can provide a positive effect on motivation, task commitment, and attitude level. Consequently, the field trip learning program for plant in the coastal dune using artificial intelligence developed in this study can arouse a positive effect on the affective domain. Therefore, additional study is necessary related to inquiry programs of the field trip for various students and sites.

야외에서 이루어지는 과학 탐구학습은 이론적으로 학습한 내용의 구조화 및 적용에 긍정적 효과를 나타내며, 개방적인 사고를 유발함으로써 다양한 탐구활동의 경험을 유발한다. 또한 현장의 다양성과 특수성을 통해 제공되는 실제 경험은 학습자의 정의적 영역에도 긍정적으로 작용한다. 특히 경험적 학습의 맥락에서 생물에 대한 야외 학습프로그램은 실물 관찰 및 생태적 학습 경험의 제공 측면에서 필수적인 과정에 해당한다. 반면, 야외 탐구활동을 위해서는 전문적인 기본 소양과 해결되어야 하는 선행과제들이 존재하며, 이로 인해 실제 교육현장에서 잘 이루어지지 않는 실정이다. 따라서 이 연구에서는 야외 탐구와 관련된 전문소양을 보조할 수 있는 인공지능을 직접 학생들이 생성하고 활용하여 쉽고 빠르게 의사결정할 수 있으며, 다양한 식생 분포로 생태학적 가치를 지니고 있는 해안사구 식물을 탐구 대상으로 하는 야외 학습 프로그램을 개발하고자 하였다. 이를 위해 관련 문헌들을 고찰하여 활동 프로그램을 구성하였으며, 개발한 프로그램의 경험이 초등 과학영재 학생들에게 어떤 영향을 주는지 사례 적용을 통해 확인하였다. 활동 프로그램의 적용 결과 개발한 프로그램은 초등 과학영재 학생들의 동기수준, 과제집착력, 태도 변화에 긍정적인 영향을 줄 수 있었다. 결론적으로 인공지능을 활용하여 해안사구 식물을 탐구하는 야외 프로그램을 개발할 수 있었으며, 개발된 프로그램은 초등학생의 정의적 영역에 긍정적 효과를 제공할 수 있을 것이다.

Keywords

References

  1. Abraham, N., Kennedy, M., & Liebherr, H. (1996). Highschool biology field expeditions. The American Biology Teacher, 28(5), 448-450.
  2. Ahn, Y. J., & Kim, K. D. (2018). Environmental education plan using local coastal sand dunes: Focus on Dadaepo dune. Korean Journal of Environmental Education, 31(4), 275-290. https://doi.org/10.17965/KJEE.2018.31.4.275
  3. Ayotte-Beaudet, J. P., Potvin, P., Lapierre, H. G., & Glackin, M. (2017). Teaching and learning science outdoors in schools' immediate surroundings at K-12 levels: A metasynthesis. Eurasia Journal of Mathematics, Science and Technology Education, 13(8), 5343-5363.
  4. Bae, J. H. (2016). Effects of the biology inquiry field-trip program on elementary pre-service teachers'evolution related concept, and perception and endangered species conservation related knowledge, awareness and attitude -A quantitative research-. Biology Education, 44(3), 501-513. https://doi.org/10.15717/BIOEDU.2016.44.3.501
  5. Bae, J. H., & So, K. H. (2014). Effects of the biology field-trip inquiry program on environmental literacy and scientific attitude of elementary preservice teachers. Biology Education, 42(1), 32-41. https://doi.org/10.15717/BIOEDU.2014.42.1.32
  6. Behrendt, M., & Franklin, T. (2014). A review of research on school field trips and their value in education. International Journal of Environmental and Science Education, 9(3), 235-245.
  7. Braund, M., & Reiss, M. (2004). The nature of learning science outside the classroom. In M. Braund, & R. Michael (Eds.), Learning science outside classroom (pp. 1-12). New York, NY: Routledge Flamer.
  8. Byeon, J. H. (2020). The effects of science-focused STEAM program and liberal art-focused STEAM program on the affective properties of high school students. Brain, Digital, & Learning, 10(3), 307-319. https://doi.org/10.31216/BDL.2020.10.3.307
  9. Chang, J. A., Lim, I. S., & Hong, O. S. (2021). The features of science inquiry using artificial intelligence, internet of thins, big data and extended reality: Focusing on the IDEA-type science teacher research group. School Science Journal, 15(5), 407-422. https://doi.org/10.15737/SSJ.15.5.202112.407
  10. Cho, Y. S., Chen, Y., & Kim, J. B. (2021). Development of elementary AI.science convergence education program using an AI classification model. Brain, Digital, & Learning, 11(2), 227-243.
  11. Choi, K. H., & Kim, Y. M. (2015). Distribution of coastal dunes and their conservation status in South Korea. Journal of the Korean Geomorphological Association, 22(3), 123-137. https://doi.org/10.18339/JKGA.2015.22.3.123
  12. Choi, S., & Kim, H. B. (2020). Application and effects of VR-based biology class reflecting characteristics of virtual reality. Journal of the Korean Association for Science Education, 40(2), 203-216. https://doi.org/10.14697/JKASE.2020.40.2.203
  13. Dede, C., Salzman, M. C., Loftin, R. B., & Spargue, D. (1999). Multisensory immersion as a modelling environment for learning complex scientific concepts. In W. Feurzeig, & N. Roberts (Eds.), Modelling and simulation in science and mathematics education (pp. 282-319). New York, NY: Springer.
  14. Dillon, J., Rickinson, M., Teamey, K., Morris, M., Choi, M. Y., Sanders, D., & Benefield, P. (2006). The value of outdoor learning: Evidence from research in the UK and elsewhere. The School Science review, 87(320), 107-111.
  15. Guan, C., Mou, J., & Jiang, Z. (2020). Artificial intelligence innovation in education: A twenty-year data-driven historical analysis. International Journal of Innovation Studies, 4, 134-147. https://doi.org/10.1016/j.ijis.2020.09.001
  16. Hong, H. J., Bae, J. H., & So, K. H. (2014). The effects of the STEAM based field trip program on the elementary students' science process skills and attitude toward science. Biology Education, 43(4), 344-354. https://doi.org/10.15717/BIOEDU.2015.43.4.344
  17. Ju, E. J. (2018). Changes of elementary students' cognition of nature and ecological sensitivity through ecological education based on nature of schoolyard. Biology Education, 46(1), 141-153. https://doi.org/10.15717/BIOEDU.2018.46.1.141
  18. Ju, E. J. (2019). Case study of strategy modification due to uncertain situation variables in the problem-solving process of field trip. Journal of Learner-Centered Curriculum and Instruction, 19(2), 1247-1265. https://doi.org/10.22251/jlcci.2019.19.2.1247
  19. Kang, J. H., Seo, J. C., Rhew, H. S., Kim, T. S., Oh, J. S., Lee, J. H., Oh, S. J., & An, S. J. (2017). Study on the status and socio-economic characteristics of coastal and dune in South Korea. Journal of the Korean Geomorphological Association, 24(3), 149-159. https://doi.org/10.16968/JKGA.24.3.149
  20. Keller, J. M. (2009). Motivational design for learning and performance: The ARCS model approach. Boston, MA: Springer.
  21. Kim, C. G., Ko, Y. C., Lee, S. C., & Kang, D. S. (2013). Analysis of middle school student's scientific attitudes and their perceptions to self-directed field research activities. Teacher Education Research, 52(3), 351-362. https://doi.org/10.15812/TER.52.3.201312.351
  22. Kim, E. J., Bae, J. H., & Lim, C. S. (2007). Development of biology inquiry filed-trip program for elementary preservice teachers: At Woopo, the greatest swamp in Korea. Biology Education, 34(5), 588-594. https://doi.org/10.15717/bioedu.2007.34.5.588
  23. Kim, H. S., Jun, S. J., Choi, S. Y., & Kim, S. G. (2020). Development and application of education program on understanding artificial intelligence and social impact. The Journal of Korean Association of Computer Education, 23, 21-29. https://doi.org/10.32431/KACE.2020.23.2.003
  24. Kim, J. G., & Lee, B. E. (2008). Relationship between biology contents in middle school and ecological education programs in Yeoeudo-saekgang eco-park. School Science Journal, 2(1), 59-66. https://doi.org/10.15737/ssj.2.1.200802.59
  25. Kim, J. H. (2020). The best class of AI. Seoul: Maekyungbook.
  26. Lee, J. W., Oh, S. M., & Choi, K. H. (2017). Students' experiences with investigative fieldwork activity of coastal sand dunes. The Journal of The Korean Association of Geographic and Environmental Education, 25(2), 129-150. https://doi.org/10.17279/jkagee.2017.25.2.129
  27. Magana, S., & Marzano, R. J. (2014). Enhancing the Art and Science of Teaching with Technology. Bloomington, IN: Solution Tree.
  28. Manner, B. M. (1995). Filed studies benefit students and teachers. Journal of Geological Education, 43, 128-131. https://doi.org/10.5408/0022-1368-43.2.128
  29. Marc, B., & Teresa, F. (2014). A review of research on school field trips and their value in education. International Journal of Environmental & Science Education, 9, 235-245.
  30. Ministry of Environment (2002). A guide to the coastal dune conservation and management. Gwacheon: Author.
  31. Park, H. W. (2020). The effect of outdoor exploration on the scientific attitude and perception of elementary pre-service teachers -Focused on birdwatching and lagoon exploration-. Biology Education, 48(3), 381-388. https://doi.org/10.15717/BIOEDU.2020.48.3.381
  32. Park, H. W., Park, J. K., Choi, S. Y., Shin, Y. J., & Kim, Y. J. (2008). Participant teachers' needs for outdoor eco-experience program on bird-watching activities. Biology Education, 36(3), 314-324. https://doi.org/10.15717/BIOEDU.2008.36.3.314
  33. Park, J. W., Lee, S. Y., Lee, E. P., Kim, E. J., Park, J. H., Lee, J. M., Kim, M. J., No, J. D., Han, D. U., & You, Y. H. (2020). Studies on the characteristics of vegetation and plant diversity of coastal sand dune in Busan metropolitan city. Journal of Wetlands Research, 22(2), 66-72. https://doi.org/10.17663/JWR.2020.22.2.66
  34. Park, K. S., Lee, J. K., & Jeon, S. H. (2007). Development of field trip program for marine animals on the Chollipo beach-Focused on the classification of marine animals-. Biology Education, 35(3), 452-463. https://doi.org/10.15717/bioedu.2007.35.3.452
  35. Park, M. W., & Shin, D. H. (2016). The development of school ecology observation learning program based on elementary school science curriculum. School Science Journal, 10(2), 130-142. https://doi.org/10.15737/SSJ.10.2.201606.130
  36. Pietrocola, M., Rodrigues, E., Bercot, F. F., & Schnorr, S. M. (2021). Risk society and science education. Science & Education, 30(1), 1-25. https://doi.org/10.1007/s11191-020-00159-x
  37. Rowe, S., & Humphries, S. (2004). The outdoor classroom. In M. Braund, & R. Michael (Eds.), Learning science outside classroom (pp. 19-34). New York, NY: Routledge Flamer.
  38. Russell, J., & Hollander, S. (1975). A biology attitude scale. The American Biology Teacher, 37, 270-273. https://doi.org/10.2307/4445229
  39. Russell, S., & Norvig, P. (2018). Artificial intelligence: A modern approach (global edition). Harlow, England: Pearson Education Limited.
  40. Ryu, M., & Kim, J. G. (2019). Development and application of ocean environmental education program using migration rhythm for larval releasing of Sesarma haematocheir. Korean Journal of Environmental Education, 32(2), 222-242. https://doi.org/10.17965/kjee.2019.32.2.222
  41. Shin, W. S., & Shin, D. H. (2021). A case study on the application of plant classification learning for 4th grade elementary school using machine learning in online learning. Journal of Korean Elementary Science Education, 40, 66-80. https://doi.org/10.15267/KESES.2021.40.1.66
  42. Wells, N. M., Myers, B. M., Todd, L. E., Barale, K., Gaolach, B., Frenz, G., Aitken, M., Henderson, C. R., Tse, Jr. C., Pattison, K. O., Taylor, C., Connerly, L., Carson, J. B., Gensemer, A. Z., Franz, N. K., & Falk, E. (2015). The effects of school gardens on children's science knowledge: A randomizedcontrolled trial of low-income elementary schools. International Journal of Science Education, 37(17), 2858-2878. https://doi.org/10.1080/09500693.2015.1112048
  43. Yoon, M. B. (2019). Development of a convergence education program based on the creation of 3D panorama virtual reality and geological field study sites in Maensapji, Hakseong-ri. School Science Journal, 13(3), 339-358. https://doi.org/10.15737/SSJ.13.3.201908.339
  44. Yu, K. B., Shin, Y. H., Kim, D. H., & Kim, S. H. (2013). Coastal dunes in west coast of Korea as ecological habitats. Seoul: Seoul National University Press.