All Issue

2023 Vol.58, Issue 5 Preview Page

Research Article

4 October 2023. pp. 535-547
고선영・정근오, 2021, "지역관광 빅데이터 정책성과와 과제-제주특별자치도를 사례로," 한국산학기술학회 논문지, 22(3), 579-586.
박근화, 2016, "관광분야에서의 빅데이터 활용 성공사례와 고려사항," 한국관광정책, 64, 77-83.
이영란・이창규・김미성, 2023, "소셜 네트워크 데이터를 활용한 워케이션 선호 목적지 시공간 특성 분석," 관광진흥연구, 11(2), 43-63. 10.35498/kotes.2023.11.2.43
이영진・윤지환, 2014, "관광분야에서 SNS 빅데이터의 활용 방법 모색: 관광 정보 검색 키워드 분석을 중심으로," 관광연구저널, 28(3), 5-14.
이창규・이예린・김정현・최진무, 2023, "소셜미디어 데이터와 밈 투어리즘 특성 기반의 밈 관광지 선정 방법 연구 - 제주특별자치도 사례를 중심으로 -," 대한지리학회지, 58(4), 347-358. 10.22776/kgs.2023.58.4.347
최수정・류아리・정지연, 2020, "1인 미디어(여행 Vlog)의 매력속성이 관광 동기유발 및 온라인 구전 의도에 미치는 영향," 호텔경영학연구, 29(1), 49-65. 10.24992/KJHT.2020.
황혜진・전동훈・서예빈・박상원, 2022, "외래관광객의 시공간적 방문 패턴 분석-전주시를 중심으로," 대한지리학회지, 57(6), 567-581. 10.22776/kgs.2022.57.6.567
Alaei, A. R., Becken, S. and Stantic, B., 2019, Sentiment analysis in tourism: capitalizing on big data, Journal of Travel Research, 58(2), 175-191. 10.1177/0047287517747753
Anselin, L., 2019, Quantile local spatial autocorrelation, Letters in Spatial and Resource Sciences, 12(2), 155-166. 10.1007/s12076-019-00234-0
Blei, D. M., Ng, A. Y. and Jordan, M. I., 2003, Latent dirichlet allocation, Journal of Machine Learning Research, 3, 993-1022.
Burgess, S., Sellitto, C., Cox, C. and Buultjens, J., 2011, Trust perceptions of online travel information by different content creators: Some social and legal implications, Information Systems Frontiers, 13, 221-235. 10.1007/s10796-009-9192-x
Chancellor, H. C., 2012, Applying travel pattern data to destination development and marketing decisions, Tourism Planning & Development, 9(3), 321-332. 10.1080/21568316.2012.693893
Chang, Y. T., Yu, H., and Lu, H. P., 2015, Persuasive messages, popularity cohesion, and message diffusion in social media marketing, Journal of Business Research, 68(4), 777-782. 10.1016/j.jbusres.2014.11.027
Choe, Y., Lee, C. K., Choi, J., Kim, M. and Sim, K. W., 2023, Identifying tourist spatial and temporal patterns using GPS and sequence alignment method, Journal of Travel Research, 62(6), 1181-1201. 10.1177/00472875221127685
Fuchs, M., Abadzhiev, A., Svensson, B., Höpken, W. and Lexhagen, M., 2013, A knowledge destination framework for tourism sustainability: a business intelligence application from Sweden, Tourism: An International Interdisciplinary Journal, 61(2), 121-148.
Fuchs, M., Höpken, W. and Lexhagen, M., 2014, Big data analytics for knowledge generation in tourism destinations-A case from Sweden, Journal of Destination Marketing & Management, 3(4), 198-209. 10.1016/j.jdmm.2014.08.002
Getis, A. and Ord, J. K., 1992, The analysis of spatial association by use of distance statistics, Geographical Analysis, 24(3), 189-206. 10.1111/j.1538-4632.1992.tb00261.x
Gössling, S., 2020, Technology, ICT and tourism: from big data to the big picture, Journal of Sustainable Tourism, 29(5), 849-858. 10.1080/09669582.2020.1865387
Guo, Y., Barnes, S. J. and Jia, Q., 2017, Mining meaning from online ratings and reviews: tourist satisfaction analysis using latent dirichlet allocation, Tourism Management, 59, 467-483. 10.1016/j.tourman.2016.09.009
Hong, M. and Jung, J. J., 2021, Multi-criteria tensor model consolidating spatial and temporal information for tourism recommendation, Journal of Ambient Intelligence and Smart Environments, 13(1), 5-19. 10.3233/AIS-200584
Hong, M., Chung, N., Koo, C. and Koh, S. Y., 2023, TPEDTR: temporal preference embedding-based deep tourism recommendation with card transaction data, International Journal of Data Science and Analytics, 16, 147-162. 10.1007/s41060-022-00380-7
Kendall, M. G. and Gibbons, J. D., 1990, Rank Correlation Methods, Charles Griffin, London.
Kim, T., Jo, H., Yhee, Y. and Koo, C., 2022, Robots, artificial intelligence, and service automation (RAISA) in hospitality: sentiment analysis of YouTube streaming data, Electronic Markets, 32(1), 259-275. 10.1007/s12525-021-00514-y
Li, J., Xu, L., Tang, L., Wang, S. and Li, L., 2018, Big data in tourism research: a literature review, Tourism Management, 68, 301-323. 10.1016/j.tourman.2018.03.009
Li, Y., Xiao, L., Ye, Y., Xu, W. and Law, A., 2016, Understanding tourist space at a historic site through space syntax analysis: the case of Gulangyu, China, Tourism Management, 52, 30-43. 10.1016/j.tourman.2015.06.008
Longley, P. A., Adnan, M. and Lansley, G., 2015, The geotemporal demographics of Twitter usage, Environment and Planning A, 47(2), 465-484. 10.1068/a130122p
Mann, H. B., 1945, Nonparametric tests against trend, Econometrica: Journal of the Econometric Society, 13, 245-259. 10.2307/1907187
Mariani, M., Baggio, R., Fuchs, M. and Hoepken, W., 2018, Business intelligence and big data in hospitality and tourism: a systematic literature review, International Journal of Contemporary Hospitality Management, 30(12), 3514-3554. 10.1108/IJCHM-07-2017-0461
Miah, S. J., Vu, H. Q., Gammack, J. and McGrath, M., 2017, A big data analytics method for tourist behaviour analysis, Information & Management, 54(6), 771-785. 10.1016/
Park, C. W., Sutherland, I. and Lee, S. K., 2021, Effects of online reviews, trust, and picture-superiority on intention to purchase restaurant services, Journal of Hospitality and Tourism Management, 47, 228-236. 10.1016/j.jhtm.2021.03.007
Schuckert, M., Liu, X. and Law, R., 2015a, Hospitality and tourism online reviews: recent trends and future directions, Journal of Travel & Tourism Marketing, 32(5), 608-621. 10.1080/10548408.2014.933154
Schuckert, M., Liu, X. and Law, R., 2015b, A segmentation of online reviews by language groups: how English and non-English speakers rate hotels differently, International Journal of Hospitality Management, 48, 143-149. 10.1016/j.ijhm.2014.12.007
Shapoval, V., Wang, M. C., Hara, T. and Shioya, H., 2018, Data mining in tourism data analysis: inbound visitors to Japan, Journal of Travel Research, 57(3), 310-323. 10.1177/0047287517696960
Xiang, Z. and Fesenmaier, D. R., 2017, Big data analytics, tourism design and smart tourism. in Xiang, Z. and Fesenmaier, D. R.(eds.), Analytics in Smart Tourim DesignAnalytics in Smart Tourism Design: Concepts and Methods, Springer, Cham. 10.1007/978-3-319-44263-1
Xiang, Z., Du, Q., Ma, Y. and Fan, W., 2017, A comparative analysis of major online review platforms: Implications for social media analytics in hospitality and tourism, Tourism Management, 58, 51-65. 10.1016/j.tourman.2016.10.001
Xiang, Z., Schwartz, Z., Gerdes Jr, J. H. and Uysal, M., 2015, What can big data and text analytics tell us about hotel guest experience and satisfaction?, International Journal of Hospitality Management, 44, 120-130. 10.1016/j.ijhm.2014.10.013
Xu, F., Nash, N. and Whitmarsh, L., 2020, Big data or small data? a methodological review of sustainable tourism, Journal of Sustainable Tourism, 28(2), 144-163. 10.1080/09669582.2019.1631318
Yallop, A., and Seraphin, H., 2020, Big data and analytics in tourism and hospitality: opportunities and risks, Journal of Tourism Futures, 6(3), 257-262. 10.1108/JTF-10-2019-0108
Yang, Y., Heppenstall, A., Turner, A. and Comber, A., 2019, Who, where, why and when? using smart card and social media data to understand urban mobility, ISPRS International Journal of Geo-Information, 8(6), 271. 10.3390/ijgi8060271
Zeng, B. and Gerritsen, R., 2014, What do we know about social media in tourism? a review, Tourism Management Perspectives, 10, 27-36. 10.1016/j.tmp.2014.01.001
  • Publisher :The Korean Geographical Society
  • Publisher(Ko) :대한지리학회
  • Journal Title :Journal of the Korean Geographical Society
  • Journal Title(Ko) :대한지리학회지
  • Volume : 58
  • No :5
  • Pages :535-547
  • Received Date : 2023-10-23
  • Accepted Date : 2023-10-26