인간식물환경학회지 (Journal of People, Plants, and Environment)

  • 제24권2호
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  • Pages.229-244
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  • 2021
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  • 2508-7673(pISSN)
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  • 2508-7681(eISSN)
인간식물환경학회 (Society For People, Plants, And Environment)
권호 표지
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An EDA Analysis of Seoul Metropolitan Area's Mountain Usage Patterns of Users in Their 20~30s after COVID-19 Occurrence

  • Lee, BoBae (Department of Forest Therapy, Graduate School, Chungbuk National University) ;
  • Yeon, PoungSik (Dept. of Forestry Chungbuk National University)
  • 투고 : 2021.02.17
  • 심사 : 2021.04.01
  • 발행 : 2021.04.30
⟨ 이전 논문 다음 논문 ⟩

초록

Background and objective: The purpose of this study was to comprehensively analyze the user behavior in order to cope appropriately with the increasing demand for mountain usage of those in their 20s and 30s and to allocate resources efficiently. Methods: To analyze the behavior of mountain hiking users, an exploratory data analysis (EDA) was conducted on the data which had been collected in the app Tranggle. The main target are users in their 20s and 30s who visited the mountains in the metropolitan area in 2019-2020. Among them, we have selected data on the top 13 mountains based on the frequency of visits. After data pre-processing, mountain usage patterns were analyzed through statistical analysis and visualization. Results: Compared to 2019, the number of users in 2020 increased 1.36 times. The utilization rate of the well-established hiking trails has also increased. The usage of mountain on weekends (Saturday > Sunday) was still the highest, and the difference in the usage between the days of the week decreased. Outside of work hours, early morning usage has increased and night-time usage has decreased. There was no significant change in usages depending on activity type, level (experience point) and exercise properties. Conclusion: Since the COVID-19 outbreak, the usage of mountains has been changing towards low user density and short-distance trip. in the post-COVID-19 era, the function and role of forests in daily life are expected to increase. To cope with this, further research needs to be carried out with consideration of the wider demographic and social characteristics.

키워드

참고문헌

  1. Beagle. 2021, January 20. Retrieved from https://www.beaglepeople.com/
  2. Cha, M.Y. 2020. Line of amusement park above Gwanak mountain...2030 outdoor boom in Corona. Retrieved 2020.12.26. from https://www.asiae.co.kr/article/2020070708514094317
  3. Cho, S.J. 2019. Big data, a new language that reads the world. Paju, Korea:Book21.
  4. Chosun Biz. 2019. Beagle Builds Tracking Big Data Center. Retrieved 2020.12.26. From https://biz.chosun.com/site/data/html_dir/2019/11/15/2019111502036.html
  5. Choi, Y.S., S.W. Choi, and K.J. Yoo. 2020. The effect of visitors' visit motivation on satisfaction and behavioral intention in the national park. J. Korean Inst. For. Recreat. 24(3):57-64. https://doi.org/10.34272/FOREST.2020.24.3.005
  6. Choo, J.K. 2020. Research on the new consumer market trend by social big data analysis-focusing on the' alone consumption' association. J. Digit. Converg. 18(2):367-376. https://doi.org/10.14400/JDC.2020.18.2.367
  7. Heo, Y. N., K. S. Kim, M. H. Kim, J. S. Park, and K. W. An. 2018. Comparative analysis of characteristics behavior and importance-performance of national recreational forest - focused on the western teams of 3 recreational forests in the national recreational forest management office. Korean For. Econ. Soc. 25(1):11-23.
  8. Jang, Y. S., R. H. Yoo, and J. H. Lee. 2019. A study on the application of the smartphone hiking apps for analyzing the user characteristics in forest recreation area: Focusing on Daegwallyoung area. J. Korean Soc. For. Sci. 108(3):382-391. https://doi.org/10.14578/jkfs.2019.108.3.382
  9. Kim, D.Y. 2018. (Everybody's) SQL: Everybody's data analytics foundation. Seoul, Korea: Gilbut.
  10. Kim, J.Y. 2015. A study on the space condition and leisure activities of suburban forests in Seoul : focused on Daemo-Guryongsan. Doctoral dissertation. Seoul National University, seoul, korea.
  11. Kim, M. J. 2009. On Relevance of Mean as a Representative value of Data shown in Secondary Math Textbooks. MA diss., Dept. of education, Kon-Kuk Univ. seoul, Korea.
  12. Kim, N. D., M. Y. Zeon, J. H. Choi, H. E. Lee, J. Y. Lee, S. J. Lee, Y. H. Seo, J. Y. Kwon, and D. H. Han. 2020. Trend korea 2021. Seoul, Korea: Window of the Future.
  13. Kim, N.H. 2020, November 30. Beagle Co., Ltd. "Trangle GPS, the growth rate of members in the 2030 age group increases". Retrieved from https://www.futurekorea.co.kr/news/articleView.html?idxno=143858
  14. Kim, Y.W. 2017. Do it! easily learn R data analysis. Seoul, Korea: Easys.
  15. Korea Meteorological Administration. 2020a, June 2. Monthly temperature fluctuations and heavy rains during the longest rainy season. Retrieved from https://www.kma.go.kr/kma/news/press.jsp?bid=press&mode=view&num=1193881&page=12&&field1=&text1=&field2=&text2=&field3=&text3=&field4=&text4=&field5=&text5=&field6=&text6=&field7=&text7=&field8=&text8=
  16. Korea Meteorological Administration. 2020b, September 8. Monthly temperature fluctuations and heavy rains during the longest rainy season. Retrieved from https://www.kma.go.kr/kma/news/press.jsp?bid=press&mode=view&num=1193919&page=1&&field1=subject&text1=%EC%97%AC%EBA6%84%EC%B2%A0
  17. Korea Meteorological Administration. 2021, January 13. Weather proved climate crisis. Retrieved from https://www.kma.go.kr/kma/news/press.jsp?bid=press&mode=view&num=1193968&page=3&&field1=&text1=&field2=&text2=
  18. Korea National Park. 2020, August 31. 3 Urban national parks including Bukhansan, increasing the number of visitors. Retrieved from http://www.knps.or.kr/front/portal/open/pnewsDtl.do?menuNo=8000319&pnewsId=PNEWSM016964
  19. Ko, S.S. and S.Y. Han. 2017. A study on the optimum number based on demand analysis of national recreation forest. J. Korean Inst. For. Recreat. 21(2):73-81. https://doi.org/10.34272/forest.2017.21.2.007
  20. Korea Tourism Organization. 2020, June 16. S.A.F.E.T.Y.'s Travel trend changed by safety awareness Retrieved from http://kto.visitkorea.or.kr/kor/notice/news/press/board/view.kto?id=441712&instanceId=42
  21. Korea Tourism Organization. 2021a, January 13. B.E.T.W.E.E.N. tour of the Corona Era...between anxiety and expectation. Retrieved from http://kto.visitkorea.or.kr/kor/notice/news/press/board/view.kto?id=442807&isNotice=false&instanceId=42&rnum=16
  22. Korea Tourism Organization. 2021b. March. 11. How did walking travel change during the Corona era?. Retrieved from http://kto.visitkorea.or.kr/kor/notice/news/press/board/view.kto?id=443047&isNotice=false&instanceId=42&rnum=3
  23. Lee, E.H. 2020. Corona 19 generation, good mental health. Gyeonggi Res. Institute(GRI), Issue & Diagnosis, 414, 4.
  24. Lee, J.K., S.G. Lee, and S.H. Kim. 2020. A study on social media users' perception of forest tourist site for Inje birch forest. J. Korean Inst. For. Recreat. 24(3):65-81. https://doi.org/10.34272/FOREST.2020.24.3.006
  25. Lee, K.Y. 2018. A study on the athleisure look in contemporary fashion. J. Korean Soc. Des. Cul. 24(1):443-453. https://dx.doi.org/10.18208/ksdc.2018.24.1.443
  26. Lee, Y.H., K.W. Kim and W.H. Byun. 2009. Visitors characteristics of Bukhansan national park as an urban forest. J. Korean Inst. For. Recreat. 13(1):53-61. https://doi.org/10.34272/FOREST.2009.13.1.006
  27. Ministry of Culture, Sports and Tourism. 2020, November 13. During the Corona 19, cultural life inside the house, outdoor activities near the house, Retrieved from https://www.mcst.go.kr/kor/s_notice/press/pressView.jsp?pSeq=18455&pMenuCD=0302000000&pCurrentPage=3&pTypeDept=&pSearchType=01&pSearchWord=%EC%BD%94%EB%A1%9C%EB%82%9819
  28. National Institute of Forest Science. 2019. 2018 Survey report on national forest leisure activities.
  29. National Institute of Forest Science. 2020. The effect of Corona 19 on forests, forestry, and mountain villages in Korea. Retrieved from http://know.nifos.go.kr/book/search/DetailView.ax?sid=4&cid=174770
  30. National Institute of Korean Language. 2021. March 15. Daily routine. Retrieved from https://opendict.korean.go.kr/dictionary/view?sense_no=332945
  31. Park, J.S. and Y.I. Kim. 2001. Satisfaction by type of natural recreation forest based on user evaluation. Proc. Korean Inst. Landsc. Archit. Conference, pp.103-107.
  32. Park, J.S. and P.S. Yeon. 2020. A network analysis on the forest healing issues using big data: focused on Korean web news from 2005 to 2019. J. Korean Inst. For. Recreat. 24(2):63-71. https://doi.org/10.34272/FOREST.2020.24.2.006
  33. Park, W.K., W.H. Byun, G.W. Kim, and Y.C. Yoon. 2008. A comparative study of representative interviews and on-site interviews for visiting patterns in urban forests. Proc. Korean For. Soc. pp.23-25.
  34. Seoul Metropolitan Government. 2018, April 11. Seoul's mountain x Dulegil course loved by SNS. Retrieved from http://opengov.seoul.go.kr/mediahub/15046765
  35. Seoul tourism organization. 2020, June 12. Social big data shows the trend of leisure and tourism during the covid-19 Retrieved from http://www.sto.or.kr/press/8132_/8132
  36. Shinhan Card. 2021, January 28. Changes in consumption time zones changed by Corona 19. Retrieved from https://www.shinhancard.com/pconts/html/benefit/trendis/MOBFM501/1200175_3818.html
  37. Shin, H.T., S.J. Kim and J.W. Sung. 2020. Keyword Analysis of Arboretums and Botanical Gardens Using Social Big Data. J. People Plants Environ. 23(2):233-243. https://doi.org/10.11628/ksppe.2020.23.2.233
  38. Sim, K.W. and J. Jang. 2019. Analysis on visitors' hiking route of Gyeryongsan national park using mobile subscriber location information. J. Natl. Park Res. 10(2):258-265.
  39. Statistics Korea. 2020, May 15. Mobile big data based 「Population movement before and after Corona 19」 analysis result Retrieved from http://kostat.go.kr/portal/korea/kor_nw/1/1/index.board?bmode=read&bSeq=&aSeq=382490&pageNo=1&rowNum=10&navCount=10&currPg=&searchInfo=srch&sTarget=title&sTxt=%EB%AA%A8%EB%B0%94%EC%9D%BC
  40. Tranggle. 2021, February 10. Retrieved from https://www.tranggle.com/service/class_level
  41. Univtomorrow20slab. 2019. Millennial-Z generation trend 2020. Goyang, Korea:Wisdom House.
  42. WHO. 2021. Retrieved 1.12 Retrieved from https://www.who.int/emergencies/diseases/novel-coronavirus-2019
  43. Yoo, R. H., J. J. Kim, and E. Y. Yoon. 2004. The recreational use characteristics of urban forests. J. Korean For. Soc. 1:390-391.
  44. Yoo, R. H., Y. S. Jang and J.H. Lee. 2020. Comparison of Visitor characteristics in recreational forests and arboretums. J. Korean Soc. For. Sci. 109(4):532-543. https://doi.org/10.14578/jkfs.2020.109.4.532
  45. Yoo, Y.H., P.S. Yeon, and W.S. Shin. 2013. The comparison of PRS (Perceived Restorativeness Scale) on types of urban forest. J. Korean Inst. For. Recreat. 17(1):33-45. https://doi.org/10.34272/FOREST.2013.17.1.005