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Analysis of Case Study for Using Tourist Congestion: Jeju Tourism Organization's Real-Time Congestion Level Analysis System

제주관광공사의 실시간 관광지 혼잡도 분석 서비스 사례

  • 김민지 (경희대학교 스마트관광원) ;
  • 고선영 (제주관광공사, 데이터R&D그룹) ;
  • 정남호 (경희대학교 스마트관광원)
  • Received : 2021.07.19
  • Accepted : 2021.10.13
  • Published : 2021.10.31

Abstract

The spread of COVID-19 has been changed the tourism industry. Travelers changed their traveling style and started to consider congestion of the spot for their health and safety. In Jeju, a famous tourist destination in South Korea, managing the congestion of tourists has become an important issue. This example introduces the Jeju Tourism Organization's development of a system as a smart tourism information service that manages congestion in real-time big data. Combining with congestion theory and behavior immune system, we would like to assure the necessity of the system. Also, by analyzing the system, we understand how deducing congestion information from big data and the new paradigm of the tourism industry combined with congestion theory. Data was collected by Korea's telecommunication company SKT to develop the system. The paper explains the reason for choosing the company and the pros of data quality. We expect this system to be a solution for any other city in the world under a similar situation. Finally, several suggestions for the system are included to promote and better future usage.

Keywords

Acknowledgement

이 논문은 2019년 대한민국 교육부와 한국연구재단의 지원을 받아 수행된 연구임 (NRF-2019S1A3A2098438).

References

  1. 김상범, 정혜진, 김경욱, "테마파크 방문객의 혼잡지각, 만족, 대응행동, 행동의도에 관계에 관한 연구: E 테마파크를 방문한 중국 관광객을 중심으로", 관광연구저널, 제29권, 제9호, 2015, 65-76.
  2. 김영남, 홍성화, "뉴노멀(New Normal) 2.0 시대의 관광: 코로나19 유행 기간 제주 방문 관광객 IPA 결과를 중심으로", MICE관광연구, 제20권 제2호, 2020, 143-161.
  3. 연합뉴스, 서울관광재단, '서울 여행은 '서울관광 안전지수'서 확인하세요', https://www.yna.co.kr/view/RPR20210713002100353.
  4. 양성수, 오은지, 정철, "도서지역 관광객의 혼잡기대, 혼잡지각, 만족도 및 행동의도 관계: 우도 관광객을 대상으로", 관광연구논총, 제31권, 제3호, 2019, 121-140.
  5. 오민재, "방문객의 혼잡지각, 감정반응, 태도 간의 구조적 영향관계 분석", 관광연구저널, 제29권, 제12호, 2015, 49-60.
  6. 오승구, 정유경, "뷔페레스토랑의 지각된 대기시간과 혼잡도에 따른 부정적감정, 수용가능정도, 서비스만족에 관한 연구", 한국관광학회 국제학술발표대회집, 81, 2017, 123.
  7. 오카야마현 공식 관광가이드, "시설혼잡도", 2021. Available at https://www.okayama-japan.jp/ko/feature/ai.
  8. 이 훈, "비수기 해변 관광객 혼잡지각의 형성과 영향에 대한 인과구조분석, 관광학연구, 제23권, 제2호, 2000, 47-67.
  9. 조원철, 고칠진, 김도균, 김춘수, 유병영, 이선하, "다중 밀집시설의 사회적 거리 유지를 위한 Social Force Model 구축방안", 한국ITS학회논문지, 제19권, 제4호, 2020, 1-12.
  10. 최영석, 성보현, 유기준, "제주 올레길 이용밀집에 대한 방문자 인식 분석", 한국사진지리학회지, 제27권, 제3호, 2017, 11-22.
  11. 한국관광공사, "올해 국내여행 1.8회" 예상: 한국관광공사, '코로나19 국민 국내여행 영향조사' 주요결과 발표, 2020.06.10.
  12. 한국관광공사, "코로나19가 바꿔놓은 대한민국 관광지도: '한국관광 데이터랩'으로 본 1년간 국내관광 변화, 2021.02.23.
  13. 한국관광 데이터랩, "Travel Behavior Analysis using Big data - Number of visitors to Local Goverments, 2020. Available at https://datalab.visitkorea.or.kr
  14. Avoid Crowds, 2021. Available at https://avoid-crowds.com/.
  15. Bae, S.Y. and P. Chang, "The effect of coronavirus disease-19(COVID-19) risk perception on behavioural intention towards 'untact' tourism in South Korea during the first wave of the pandemic (March 2020), Current Issues in Tourism, Vol.24, No.7, 2021, 1017-1035. https://doi.org/10.1080/13683500.2020.1798895
  16. Centers for Disease Control and Prevention, "First Global Estimates of 2009 H1N1 Pandemic Mortality Released by CDC-Led Collaboration, 2012. Available at https://www.cdc.gov/flu/spotlights/pandemic-global-estimates.htm.
  17. Chan, J.F., S. Yuan, K.H. Kok, K.K. To, H. Chu, J. Yang, F. Xing, J. Liu, C.C. Yip, R.W. Poon, H. Tsoi, S.K. Lo, K. Chan, V.K. Poon, W. Chan, J.D. Ip, J. Cai, V.C. Cheng, H. Chen, C.K. Hui, and K. Yuen, "A Familial Cluster of Pneumonia Associated with the 2019 Novel Coronavirus Indicating Person-to-person Transmission: A Study of a Family Cluster", The Lancet (British Edition) 395.10223, 2020, 514-23. https://doi.org/10.1016/s0140-6736(20)30154-9
  18. Chew, E.Y.T. and S.A. Jahari, "Destination Image as a Mediator between Perceived Risks and Revisit Intention: A Case of Post-disaster Japan. Tourism Management, Vol.40, 2014, 382-93. https://doi.org/10.1016/j.tourman.2013.07.008
  19. Consumer Insight, "기초조사보고서", 2020.
  20. Eroglu, S.A. and K.A. Machleit, "An Empirical-Study of Retail Crowding - Antecedents and Consequences", Journal of Retailing, Vol.66, No.2, 1990, 201-221.
  21. Fauci, A.S., D.M. Morens, and G.K. Folkers, "The Challenge of Emerging and Re-emerging Infectious Diseases", Nature, Vol.430, No.6996, 2004, 242-49. https://doi.org/10.1038/nature02759
  22. Grayson, R.A.S. and L.S. McNeill, "Using Atmospheric Elements in Service Retailing: Understanding the Bar Environment", The Journal of Services Marketing, Vol.23, No.7, 2009, 517-27. https://doi.org/10.1108/08876040910995301
  23. Hernandez-Maskivker, G. and G. Ryan, "Priority Systems at Theme Parks from the Perspective of Managers and Customers", Technology Innovation Management Review, Vol.6, No.11, 2016, 40-47. https://doi.org/10.22215/timreview1034
  24. Jeju Tourism Association, "Statistic number of Tourists, 2020.08.01. Available at http://www.visitjeju.or.kr/web/bbs/bbsList.do?bbsId=TOURSTATD.
  25. Kerner, B.S., "A Theory of Traffic Congestion at Heavy Bottlenecks", Journal of Physics. A, Mathematical and Theoretical, Vol.41, No.21, 2008, 215101. https://doi.org/10.1088/1751-8113/41/21/215101
  26. Li, H., Z. Liu, and J. Ge, "Scientific Research Progress of COVID 19/SARS CoV 2 in the First Five Months", Journal of Cellular and Molecular Medicine, Vol.24, No.12, 2020, 6558-570. https://doi.org/10.1111/jcmm.15364
  27. Machleit, K.A., S.A. Eroglu, and S.P. Mantel, "Perceived Retail Crowding and Shopping Satisfaction: What Modifies This Relationship?" Journal of Consumer Psychology, Vol.9, No.1, 2000, 29-42. https://doi.org/10.1207/s15327663jcp0901_3
  28. McCallum, H., N. Barlow, and J. Hone, "How should pathogen transmission be modelled?", Trends in Ecology & Evolution (Amsterdam), Vol.16, No.6, 2001, 295-300. https://doi.org/10.1016/S0169-5347(01)02144-9
  29. Min, S.Y., "The number of domestic tourists in Jeju surpassed last year for the first time since Coronavirus", KBS NEWS, 2020.08.03. Available at https://news.kbs.co.kr/news/view.do?ncd=4508794.
  30. Ministry of Foreign Affairs, "All about Korea's Response to COVID-19 - Entry Restriction, 2021. Available at https://www.mofa.go.kr/eng/brd/m_22742/view.do?seq=35&srchFr=&srchTo=&srchWord=&srchTp=&multi_itm_seq=0&itm_seq_1=0&itm_seq_2=0&company_cd=&company_nm=&page=1&titleNm=.
  31. Ministry of Health and Welfare, "Coronavirus disease 2019 (COVID-19), 2021. Available at http://ncov.mohw.go.kr/baroView.do?brdId=4&brdGubun=41.
  32. Moon, J.I., "The Governor of Jeju, 'Hee-ryong Won' mentioned that Jeju Special Self-Governing Province will consult with government on the mandatory PCR test of all incoming passengers", Kookmin Ilbo, 2020.12.16. Avail able at http://news.kmib.co.kr/article/view.asp?arcid=0924169604&code=11131426&cp=nv.
  33. Moon, S.Y. and W.S. Cho, "Influence of Restaurants' Crowdedness in Tourist Destination on Customers' Perceived Risk", International Journal of Tourism Management and Sciences, Vol.25, No.6, 2011, 41-56.
  34. Noone, B.M. and A.S. Mattila, "Restaurant Crowding and Perceptions of Service Quality: The Role of Consumption Goals and Attributions", Journal of Foodservice Business Research, Vol.12, No.4, 2009, 331-343. https://doi.org/10.1080/15378020903344281
  35. Sakamoto, N., "Examination of the Congestion Situation of a Restaurant in a Theme Park Using Feedback Control", Journal of Hospitality and Tourism Technology, Vol.10, No.1, 2019, 73-89. https://doi.org/10.1108/jhtt-11-2017-0128
  36. Schaller, M. and J. H. Park, "The Behavioral Immune System (and Why It Matters)", Current Directions in Psychological Science, 2011, Vol.20, No.2, 99-103. https://doi.org/10.1177/0963721411402596
  37. Shelby, B., "Crowding Models for Backcountry Recreation", Land Economics, Vol.56, No.1, 1980, 43-55. https://doi.org/10.2307/3145828
  38. Tasci, A.D.A. and W.C. Gartner, "Destination Image and Its Functional Relationships", Journal of Travel Research, Vol.45, No.4, 2007, 413-425. https://doi.org/10.1177/0047287507299569
  39. The Nikkei, "Domestic hotel's occupancy rate reached 55% in November, 'Go To Travel' effect is strong, 2020. Available at https://www.nikkei.com/article/DGXZQODJ182GK0Y0A211C2000000/.
  40. U.K. Cabinet Office, "(COVID-19) Coronavirus restrictions: what you can and cannot do, 2021. Available at https://www.gov.uk/guidance/national-lockdown-stay-at-home.
  41. UNWTO, "A Real-time Safety and Congestion level Analysis System for Jeju tourist sites, 2020. Available at https://www.unwto.org/asia/a-real-time-safety-and-congestion-level-analysis-system-for-jeju-tourist-sites.
  42. Vickrey, W.S., "Congestion Theory and Transport Investment", The American Economic Review, Vol.59, No.2, 1969, 251-60.
  43. VISITSEOUL 코로나19 서울관광안전지수, 2021. Available at https://korean.visitseoul.net/covid19.