소셜데이터에 나타난 고창군의 농촌관광 이미지와 주요 활동공간 - ‘고창군 여행’ 키워드를 중심으로 -
Rural Tourism Image and Major Activity Space in Gochang County Shown in Social Data - Focusing on the Keyword ‘Gochang-gun Travel’ -
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In this study, the characteristics of rural tourism image perceived by urban residents were analyzed through text analysis of blog data. In order to examine the images related to rural tourism, blog data written with the keyword “Gochang-gun travel” was used. LDA topic analysis, one of the text mining techniques, was used for the analysis. In the tourism image of Gochang-gun, 9 topics were derived, and 112 major places appeared. This was divided into 3 main activities and 5 object spaces through the review of keywords and the original text of blog data. As a result of the analysis, the traditional main resources of the region, Seonun mountain, Seonun temple, and Gochang-eup fortress, formed topic. On the other hand, world heritage such as dolmen and Ungok wetland did not appear as topic. In particular, the farms operated by the private sector form individual topics, and the theme farm can be seen as an important resource for tourism in Gochang-gun. Also, through the distribution of place keywords, it was possible to understand the characteristics of travel by region and the usage behavior of visitors. In the case of Gochang-gun, there was a phenomenon in which visitors were biased by region. This seems to be the result of Gochang-gun seeking to vitalize local tourism focusing on natural, ecological, and scenic resources. It is necessary to establish a plan for balanced regional development and develop other types of tourism resources. This study is different in that it identified the types and characteristics of rural tourism images in the region perceived by visitors, and the status of tourism at the regional level.
Abstract
In this study, the characteristics of rural tourism image perceived by urban residents were analyzed through text analysis of blog data. In order to examine the images related to rural tourism, blog data written with the keyword “Gochang-gun travel” was used. LDA topic analysis, one of the text mining techniques, was used for the analysis. In the tourism image of Gochang-gun, 9 topics were derived, and 112 major places appeared. This was divided into 3 main activities and 5 object spaces through the review of keywords and the original text of blog data. As a result of the analysis, the traditional main resources of the region, Seonun mountain, Seonun temple, and Gochang-eup fortress, formed topic. On the other hand, world heritage such as dolmen and Ungok wetland did not appear as topic. In particular, the farms operated by the private sector form individual topics, and the theme farm can be seen as an important resource for tourism in Gochang-gun. Also, through the distribution of place keywords, it was possible to understand the characteristics of travel by region and the usage behavior of visitors. In the case of Gochang-gun, there was a phenomenon in which visitors were biased by region. This seems to be the result of Gochang-gun seeking to vitalize local tourism focusing on natural, ecological, and scenic resources. It is necessary to establish a plan for balanced regional development and develop other types of tourism resources. This study is different in that it identified the types and characteristics of rural tourism images in the region perceived by visitors, and the status of tourism at the regional level.
참고문헌 (50)
- Asuncion, A., "On smoothing and inference for topic models", Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, pp.27~34 (2009), AUAI Press
- Azadi, H., "Food systems: new-ruralism versus new-urbanism", J. Sci. Food Agric, 92, pp.2224~2226 (2012)
- Baek, Y, "Text-mining Using R" (2017), Hanul Academy
- Battisti, F. D., "A decade of research in statistics : a topic model approach", Scientometrics, 103, pp.413~433 (2015)
- Berkel, B., "Spatial quantification and valuation of cultural ecosystem services in anagricultural landscape", Ecological Indicator, 37, pp.163~174 (2014)
- Binkley, D., "Understanding LDA in source code analysis", Proceedings of the 22nd Int’l Conf. on Program Comprehension, pp.26~36 (2014), ACM
- Blei, D., "Introduction to probabilistic topic models", Communications of the ACM, pp.77~84 (2011)
- Blei, D. M., "Probabilistic topic models", Communications of the ACM, 55(4), pp.77~84 (2012)
- Blei, D., "Modeling annotated data", Proceedings of the 26th annual international ACM SIGIR conference on Research and development in information retrieval, pp.127~134 (2003), ACM
- Brauer, R., "Quality of Life in Rural Areas: A Topic for the Rural Development Policy?", Socio-economic Series, 25, pp.25~54 (2014)
- Carlow, VM, "Ruralism: The Future of Villages and Small Towns in an Urbanizing World" (2017), Jovis
- Chandra, Y., "Mining social entrepreneurship strategies using topic modeling", PLoS ONE, 11(3), pp.1~28 (2016)
- David Moffat, "New Ruralism : agriculture at the Metropolitan Edge", Places, 18(2), pp.72~75 (2006)
- Ding, W., "Dynamic topic detection and tracking : A comparison of HDP, C-word, and cocitation methods", Journal of the Association for Information Science and Technology, 65(10), pp.2084~2097 (2014)
- "Gochang-gun Culture Tour" (2021)[URL]
- Grant, S., "Using heuristics to estimate an appropriate number of latent topics in source code analysis", Science of Computer Programming, 78(9), pp.1663~1678 (2013)
- Griffiths, T. L., "Finding scientific topics", Proceedings of the National academy of Sciences, 101(1), pp.5228~5235 (2004)
- Han, J., "Data Mining: Concepts and Techniques" (2011), Morgan Kaufmann Publishers
- "Jeollabuk-do Total Tour" (2021)[URL]
- 정호현, "농촌경관자원 조사의 문제점 및 개선방안 연구- 2008 농촌어메니티 100선을 중심으로 -", 농촌계획, 16(4), pp.171~178 (2010), 한국농촌계획학회
- Karl, A., "A practical guide to text mining with topic extraction", Wiley Interdisciplinary Reviews: Computational Statistics, 7(5), pp.326~340 (2015)
- Kim, D., "A Contexual Understanding on the Recent Changes in the Rural Landscape of Korea: with Special Reference to ‘Saemaul’ Movement", Journal of Cultural and Historical Geography, 1, pp.23~38 (1989)
- 김지은, "텍스트 빅데이터 분석 기법을 활용한 대학구조개혁 평가의 쟁점 분석", 아시아교육연구, 17(3), pp.409~436 (2016), 교육연구소
- 김정연, "기초생활권 중심지 정비사업의 평가와 개선방안 - 일반농산어촌지역 읍(동)면소재지종합정비사업을 중심으로 -", 한국지역개발학회지, 25(4), pp.133~152 (2013), 한국지역개발학회
- 김강섭, "농촌지역 개발정책의 변천과정과 특성에 관한 연구", 한국농촌건축학회논문집, 6(18), pp.25~38 (2004), 한국농촌건축학회
- 김세령, "경의선숲길 조성 전후의 연남동 방문자의 경험 분석 -블로그 텍스트 분석을 중심으로-", 한국조경학회지, 47(4), pp.33~49 (2019), 한국조경학회[DOI]
- 김용진, "IPA를 활용한 농촌중심지 활성화 사업에 대한 거주민 인식 - 장수군 장계면을 중심으로 -", 농촌계획, 23(3), pp.133~145 (2017), 한국농촌계획학회[DOI]
- 김용진, "뉴스데이터의 LDA 토픽 분석을 통한 장수군 농촌지역 활성화 사업의 특징- 관광·생활 키워드를 중심으로 -", 농촌계획, 24(4), pp.69~80 (2018), 한국농촌계획학회[DOI]
- "Data Lab" (2021)[URL]
- "Visit Korea" (2021)[URL]
- 이동근, "농촌경관 보전 및 관리를 위한 경관자원 분류 및 평가에 관한 연구 -농촌마을종합개발사업을 중심으로-", 농촌계획, 11(3) (2005), 한국농촌계획학회
- 이제이, "1인 미디어에 나타난 서울숲의 미시담론 연구 : 장소감을 중심으로", 석사, 환경조경학과, pp.2013
- 이정원, "농촌어메니티 자원의 농촌다움 특성평가에 관한 연구", 농촌계획, 12(2), pp.1~9 (2006), 한국농촌계획학회
- 이성희, "소셜미디어 데이터를 활용한 태안해안국립공원 방문객의 경관인식 파악- 꽃지해수욕장․신두리해안사구․만리포해수욕장을 대상으로 -", 한국조경학회지, 46(5), pp.10~21 (2018), 한국조경학회[DOI]
- Lucas, C., "Computer-assisted text analysis for comparative politics", Political Analysis, 23(2), pp.254~277 (2015)
- Performance Analysis of Rural Center Development and Maintenance Projects and Future Strategy, "MAFRA", ~ (2014)
- A New Approach to Rural Development, "MAFRA", ~ (2016)
- Newman, G., "Priorities for Advancing the Concept of New Ruralism", Sustainability, 8(3), pp.269~ (2016)
- Rural Landscape Management Guidelines for Amenity Creation, "RDA", ~ (2005)
- Conservation of Traditional Landscape in Rural Area: Guideline, "RDA", ~ (2013)
- 신민지, "조망거리에 따른 농촌경관의 농촌다움 평가에 관한 연구", 농촌계획, 21(2), pp.63~77 (2015), 한국농촌계획학회[DOI]
- A Study on the Development and Application of the Technology Elements for Residential Environment in Rural Area, "RRI", ~ (2018)
- A Call for New Ruralism, "Sibella Kraus", ~ (2006)
- 손은호, "농촌관광마을 육성사업의 경제적 파급효과 분석", 농촌지도와 개발, 21(3), pp.155~179 (2014), 한국농촌지도학회
- 손재영, "농촌관광 활성화를 위한 중간지원조직에 관한 연구 - 강원도 평창군을 중심으로 -", Tourism Research, 44(3), pp.107~125 (2019), 한국관광산업학회[DOI]
- 손용훈, "인터넷 뉴스 데이터 텍스트 분석을 통해 본 우리나라 농촌다움에 대한 이미지 연구", 농촌계획, 25(4), pp.13~26 (2019), 한국농촌계획학회[DOI]
- 손용훈, "공장입지에 따른 대도시 근교지역 농촌마을의 경관변화 특징", 농촌계획, 20(1), pp.13~26 (2014), 한국농촌계획학회[DOI]
- Steyvers, M., "Latent Semantic Analysis: A Road to Meaning", pp.427~448 (2007), Lawrence Erbaum Associates Publishers
- Viviers, J., "Considering New Urbanism, New Ruralism and Green Urbanism in Response to Multifunctionality: The Case of Verkykerskop, South Africa", WIT Transactions on Ecology and the Environment, 223, pp.73~87 (2017)
- Wiedemann, G., "Opening up to big data:computer-assisted analysis of textual data in social science", Forum Qualitative Social Research, 14(2) (2013)
