Awareness and Resolution of Touristification in Korea Using Social Media Big Data Analytics
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초록
Purpose: This study aimed to evaluate the resolution of touristification and the SNS user’s perception of the phenomenon through analysis of social big data. Design/methodology/approach: Data were collected from a ‘café’ and a blog on social media platforms (Naver, Daum) that were collected as analysis channels. It was analyzed using social network analysis and semantic network analysis. Findings: Sixty of the 986 entries were selected using the keyword ‘touristification’ for social media big data research. First, various keywords recognized by tourists, such as ‘tourist destination’, ‘citizen’, ‘gentrification’, ‘phenomenon’, ‘Bukchon’, were extracted. Second, convergence of iteration correlation (CONCOR) analysis distinguished five groups. Research limitations/implications: The study assessed the implications of touristification’s resolution. This study used social big data before Covid-19, and there was a limit to sample collection. Originality/value: Existing studies related to touristification were conducted mainly on qualitative and empirical research, but this study expanded the research methodology to big data research that combines social network analysis and semantic network analysis.
Abstract
Purpose: This study aimed to evaluate the resolution of touristification and the SNS user’s perception of the phenomenon through analysis of social big data. Design/methodology/approach: Data were collected from a ‘café’ and a blog on social media platforms (Naver, Daum) that were collected as analysis channels. It was analyzed using social network analysis and semantic network analysis. Findings: Sixty of the 986 entries were selected using the keyword ‘touristification’ for social media big data research. First, various keywords recognized by tourists, such as ‘tourist destination’, ‘citizen’, ‘gentrification’, ‘phenomenon’, ‘Bukchon’, were extracted. Second, convergence of iteration correlation (CONCOR) analysis distinguished five groups. Research limitations/implications: The study assessed the implications of touristification’s resolution. This study used social big data before Covid-19, and there was a limit to sample collection. Originality/value: Existing studies related to touristification were conducted mainly on qualitative and empirical research, but this study expanded the research methodology to big data research that combines social network analysis and semantic network analysis.
참고문헌 (34)
- Breiger, R. L., "An algorithm for clustering relational data with applications to social network analysis and comparison with multidimensional scaling", Journal of mathematical psychology, 12(3), pp.328~383 (1975)
- Christakis, N. A., "Connected: The surprising power of our social networks and how they shape our lives" (2009), Little, Brown Spark
- Cho, S. E., "Government-civic group conflicts and communication strategy : A text analysis o f TV debates on Korea's import o f US beef", Journal of Contemporary Eastern Asia, 11(1), pp.1~20 (2012)
- Gantz, J., "Extracting value from chaos", IDC iview, 1142, pp.1~12 (2011)
- Gotham, K. F., "Tourism gentrification : The case of new Orleans' vieux carre", Urban studies, 42(7), pp.1099~1121 (2005)
- Freeman, L. C., "Centrality in social networks conceptual clarification", Social networks, 1(3), pp.215~239 (1978)
- Freytag, T., "Bottom-up touristification and urban transformations in Paris", Tourism Geographies, 20(3), pp.443~460 (2018)
- Herrera, L. M. G., "Gentrification, displacement, and tourism in Santa Cruz de Tenerife", Urban Geography, 28(3), pp.276~298 (2007)
- Jover, J., "Gentrification, transnational gentrification and touristification in Seville, Spain", Urban Studies, 57(15), pp.3044~3059 (2020)
- 조관연, "바르셀로나 관광 문제와 사회적 리얼리티: <바이, 바이 바르셀로나>를 중심으로", 글로벌문화콘텐츠, (27), pp.127~146 (2017), 글로벌 문화콘텐츠학회
- Lee, Y. A., "Case study of touristification coping process-Focused on the Commercialization of Sightseeing Spots in Suseong amusement park, Daeg", International Journal of Glocal Culture, 7(1), pp.38~49 (2008)
- 이수진, "소셜미디어 빅데이터 분석을 통한 관광 인식 조사–경기도 지역을 중심으로 -", GRI연구논총, 18(1), pp.83~109 (2016), 재단법인 경기연구원
- 이수희, "소셜 빅데이터 분석을 활용한 제주도 관광 인식에 관한 연구: 한한령 이전과 이후 비교", 관광레저연구, 30(2), pp.55~75 (2018), (사)한국관광레저학회
- 이상훈, "관광에 의한 생활공간의 젠트리피케이션 과정", 관광학연구, 42(2), pp.85~102 (2018), 한국관광학회[DOI]
- Novy, "What’s new about new Urban Tourism? And what do recent changes in Travel imply for the ‘Tourist City’ Berlin?", Braun, ~ (2010)
- Mendes, L., "Crisis, austerity, and transformation:How disciplinary neoliberalism is changing Portugal, 25", pp.25~46 (2018)
- 민정배, "투어리스티피케이션 현상과 관광지지도 및 삶의 만족 간의 관계", 관광연구저널, 34(11), pp.67~82 (2020), 한국관광연구학회[DOI]
- 강영은, "투어리스티피케이션 현상 분석을 통한 관광 기반도시재생 대응방안 논의 - 주민협의체, 전문가 대상의 델파이 분석을 중심으로 -", 국토계획, 53(4), pp.5~22 (2018), 대한국토·도시계획학회[DOI]
- Collection of joint research reports of the regional headquarters of the Bank of Korea, 7(2), "2017", 141~207
- Költringer, C., "Analyzing destination branding and image from online sources : A web content mining approach", Journal of Business Research, 68(9), pp.1836~1843 (2015)
- Mak, A. H., "Online destination image : Comparing national tourism organisation's and tourists' perspectives", Tourism Management, 60, pp.280~297 (2017)
- Marais, L., "Tourism and Gentrification in Contemporary Metropolises", pp.313~342 (2017), Routledge
- 오익근, "빅데이터 분석을 통한 한국관광 인식에 관한 연구", 관광학연구, 39(10), pp.107~126 (2015), 한국관광학회[DOI]
- 박한우, "한국어의 내용분석을 위한 KrKwic 프로그램의 이해와 적용 : Daum.net에서 제공된 지역혁신에 관한 뉴스를 대상으로", Journal of The Korean Data Analysis Society, 6(5), pp.1377~1387 (2004), 한국자료분석학회
- Popping, R., "Computer-assisted text analysis" (1999), Sage
- 류시영, "소셜미디어에 나타난 강원도 관광에 대한 인식 연구: 빅데이터 분석을 중심으로", 관광연구저널, 31(2), pp.63~81 (2017), 한국관광연구학회[DOI]
- Sequera, J., "Shaken, not stirred: New debates on touristification and the limits of gentrification", City, 22(5-6), pp.843~855 (2018)
- Sequera, J., "Touristification, transnational gentrification and urban change in Lisbon : The neighbourhood of Alfama", Urban Studies, 57(15), pp.3169~3189 (2020)
- Snijders, C., ""Big Data" : big gaps of knowledge in the field of internet science", International journal of internet science, 7(1), pp.1~5 (2012)
- Smith, N., "New globalism, new urbanism : gentrification as global urban strategy", Antipode, 34(3), pp.427~450 (2002)
- Stepchenkova, S., "The destination image of Russia : From the online induced perspective", Tourism management, 27(5), pp.943~956 (2006)
- Tran, M. T., "Social network analysis in tourism services distribution channels", Tourism Management Perspectives, 18, pp.59~67 (2016)
- Wasserman, S., "Social network analysis:Methods and applications" (1994), Cambridge University Press
- Zukin, S., "Gentrification : culture and capital in the urban core", Annual review of sociology, 13(1), pp.129~147 (1987)