• KSII Transactions on Internet and Information Systems (TIIS)
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• 제17권4호
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• pp.1162-1181
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• 2023

Tourism flow is not only the manifestation of tourists' special displacement change, but also an important driving mode of regional connection. It has been considered as one of significantly topics in many applications. The existing research on tourism flow prediction based on tourist number or statistical model is not in-depth enough or ignores the nonlinearity and complexity of tourism flow. In this paper, taking Nanjing as an example, we propose a prediction method of urban tourism flow based on deep learning methods using travel diaries of domestic tourists. Our proposed method can extract the spatio-temporal dependence relationship of tourism flow and further forecast the tourism flow to attractions for every day of the year or for every time period of the day. Experimental results show that our proposed method is slightly better than other benchmark models in terms of prediction accuracy, especially in predicting seasonal trends. The proposed method has practical significance in preventing tourists unnecessary crowding and saving a lot of queuing time.

• 품질경영학회지
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• 제46권3호
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• pp.607-624
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• 2018

Purpose: The purpose of this study is to present the success of cultural tourism service as visitor loyalty to service and to present the cultural attribute evaluation attribute (HISTOQUAL), experiential flow and tourism satisfaction as determinants effecting loyalty through literature review. Based on this, this study aims to suggest academic and practical implications for revitalizing cultural tourism services and enhancing competitiveness. Methods: This study collects data from visitors to cultural heritage tourist sites and analyzes them empirically. This study conducted a small preliminary sample survey to improve the reliability and validity of the measurement tool, and revised and supplemented the measurement tool on the basis of it. The data collected in this study were analyzed using SPSS 22.0 and the hypothesis was verified through the analysis. Results: The results of this study are as follows; First, the service quality of cultural heritage tourism has a positive effect on the experience flow. Second, the service quality of cultural heritage tourism partially effects tourism satisfaction. Third, it was shown that the experience flow of tourists have a positive effect on tourism satisfaction. Fourth, the experience flow of tourists and tourism satisfaction have a positive effect on loyalty to tourist destination. Conclusion: According to this study, it is the meaning of this study that the cultural tourism service is understood as a attractive factor and based on this, the strategic direction for the activation of cultural tourism service is suggested.

• 디지털융복합연구
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• 제20권2호
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• pp.389-398
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• 2022

최근 관광 및 레저 관련 VR(가상현실) 콘텐츠가 관심을 받고 있다. 따라서 본 연구는 360° VR 관광 콘텐츠의 이용동기, 플로우, 지속사용의도가 콘텐츠 이용자들의 방문의도에 영향을 미치는지를 중국인 유학생을 대상으로 설문 분석하였다. 연구결과, 360° VR 관광 콘텐츠의 이용동기 중에서 쾌락적 혜택과 개인적 혜택은 콘텐츠 이용자들의 방문의도에 유의한 영향을 주는 것으로 나타났다. 그러나 생생함과 편리성은 방문의도에 영향을 미치지 않았다. 또한, 플로우는 방문의도에 긍정적인 영향을 미치는 것으로 나타났으나 지속사용의도는 방문의도에 영향을 주지 않았다. 이는 360° VR 관광 콘텐츠의 이용동기, 플로우, 지속사용의도가 방문의도에 영향을 주는지에 대해 규명한 것에 의의가 있고 360° VR 관광 콘텐츠 소비가 방문의도를 강화시키는 마케팅 도구가 될 수 있다는 것을 시사한다.

• The Journal of Asian Finance, Economics and Business
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• 제8권11호
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• pp.243-251
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• 2021

The goal of this study is to examine the characteristics of Chinese visitors visiting Thailand, determine the rules, and give a reference for Thai tourism authorities and businesses when developing marketing strategies for the Chinese market. This paper constructs the tourism flow network and takes Bangkok as the major research target. The statistical characteristics of the network are studied using the SNA method, based on the trip notes of Thailand on www.mafengwo.cn, a prominent travel website in China as the data source. The results show that: Shanghai, Beijing, and Tianjin occupy important positions in the network; The flow direction of Chinese tourists to Thailand mainly tends to Bangkok, Chiang Mai, Pattaya, and Phuket Island; Grand Palace have strong tourism flow aggregation, diffusion, and control over other nodes in the whole network structure; Tom Yu Kuang has the greatest degree centrality in all Thai cuisine. The findings of the study can help relevant management departments create tourist policies and modify market strategies by developing the regular characteristics of China's tourism flow to Thailand in the theoretical field.

• 한국정보시스템학회지:정보시스템연구
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• 제33권2호
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• pp.237-264
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• 2024

Purpose This study explores the impact of tourism live commerce on consumer participation intention. Utilizing Stimulus-Organism-Response (S-O-R) framework and situation theory, the study is to identify the features and situational factors of tourism live commerce and to investigate their impact on flow experience, perceived value, and participation intention. Design/methodology/approach A theoretical model is developed and validated through a survey, adopting PLS-SEM approach. A self-administered questionnaire was developed and distributed via Wenjuanxing, the largest online survey platform in China, in October 2022, resulting in 361 valid responses. Findings The results reveal significant effects of features and situational factors of tourism live commerce on consumer behavior, enhancing the understanding of tourism live commerce and extending the S-O-R framework in this context. The study offers both theoretical contributions and practical implications, providing valuable insights for managers to improve consumer engagement in tourism live commerce.

• International Journal of Advanced Culture Technology
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• 제9권2호
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• pp.80-85
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• 2021

This study is to analyze the structure of the networks of tourism marketing on Twitter, identifying the most prominent users, the flow of information about tourism marketing, and the interaction between the users posting tweets. This study employs NodeXL pro as a visualization software package for social network analysis. The number of vertices or nodes is 171, and the number of the unique edges or links is 128, but there are 101 edges with duplicates, so the total links are 229, which means that there are fewer Twitter accounts in the social network on tourism marketing, but they have a few close relationships by sharing information. The research can map the social network of communicators of tourism marketing using Twitter data. The network has a complicated pattern, including one independent network and some connected networks. Some mediators connect each network and can control the information flow of tourism marketing. More communicators are getting the information than the ones providing it, which means that there is likely to be the dependence of information among communicators that can cause an obstacle and distortion of the information flow system, especially in the independent network.

• 디지털융복합연구
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• 제17권4호
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• pp.137-147
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• 2019

논문은 u-관광정보시스템의 콘텐츠 정보품질이 플로우 이론과 만족에 미치는 영향을 연구한다. 연구 목적은 콘텐츠 정보품질이 관광객에게 만족감을 주기 위한 플로우 관계정보를 생성 및 제안이다. 본 논문 의미는 콘텐츠 정보품질이 관광객에게 만족감을 검증하기 위한 성공요인을 도출하여 연구 모형으로 가설 설정하고 검증 평가한다. 본 연구의 차별성은 플로우 관계정보를 제안 한 것과 플로우 이론을 접목시켜 플로우 관계정보 속성을 생성하고 u-융합 관광정보시스템을 설계 구현이다. 본 논문의 기여도는 플로우 관계정보를 생성으로 u-관광정보시스템의 콘텐츠 정보품질이 성공요인 도출이다. 장점은 관광객의 관광 성향을 기호화로 패턴이 가능하고 그 패턴을 도식화가 가능하다. 본 논문의 한계성은 소규모 지역으로 국한하여 진행한 것으로 객관성이 좀 떨어진다는 점과 그 점을 보완하기 위한 향후 과제가 필요하다.

• 디지털융복합연구
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• 제18권1호
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• pp.111-119
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• 2020

본 연구에서는 한국을 방문한 개별 여행자들의 디지털 기록을 수집하여 정량적 통계 분석과 소셜 네트워크 분석(SNA)을 통해 한국을 방문하는 개별 중국 여행자들의 한국 관광 경로의 특징을 분석하였다. 연구결과 서울, 제주도, 부산 및 대구는 한국을 찾는 중국 여행자들의 주요 방문 장소이며, 중국의 청도, 천진, 심양, 홍콩, 포산 및 마카오는 한국을 찾는 중국 개별 여행자들의 주요 중계지 임을 알 수 있었다. 본 연구는 한국을 찾는 중국 개별 여행자들의 표본 특성과 각 여행 노드의 기능적 위치설정을 정확히 확인함으로써 정밀한 관광 마케팅과 관광 노선 개발에 활용할 수 있는데 의의가 있다. 향후 본 연구에 사용된 데이터의 추출 기간을 확대하고 더 많은 샘플을 확보하여 관광 경로의 연간 변동특성과 주요 방문지의 변동 특성을 분석할 필요가 있다.

• 수산경영론집
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• 제48권3호
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• pp.75-90
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• 2017

The ocean is used as the term of sea, it is expressed as a large sea. Marine tourism is an activity that takes place in the sea and on the coast. Many experts prospect that the 21st century will be the century of ocean. In recent years, many countries are interested in ocean and marine tourism can be significantly developed in the future. Jeju Island is an island formed by a volcanic eruption, which has a very high landscape value, and It is an oceanic climate with a yearly high temperature due to turbulent flow throughout the years, But Marine tourism is not developed. The purpose of this study is clarify the Marine Tourism activity types, Marine Tourism satisfaction and revisit intention of Chinese Tourists visiting JeJu island. And studies what is the needed activity types of Chinese Marine Tourist in future. This study deals with on the activity types, satisfaction and revisit intention of JeJu Marine Tourism With 252 effective responses gathered from an onsite survey. The statistical analysis of the data was conducted using techniques of frequency analysis, t-test and anova analysis.

• 한국콘텐츠학회논문지
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• 제13권2호
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• pp.488-497
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• 2013

본 연구는 지상, 수상, 항공 레저스포츠 중심의 관광활동 참가자들의 참여정도와 몰입의 관계를 규명하는데 그 목적이 있다. 지상(등산, 골프, 캠핑), 수상(래프팅, 스킨스쿠버, 낚시), 항공(패러글라이딩, 스카이다이빙) 레저스포츠 중심의 관광활동에 참가하는 총 437명의 설문지가 최종 분석에 사용되었다. 수집된 자료를 바탕으로 SPSSWIN 18.0을 이용하여 일원변량분석, 다중회귀분석을 실시하여 다음과 같은 결과를 도출하였다. 첫째, 레저스포츠 중심의 관광활동 유형에 따라 몰입은 명확한 목표, 시간감각 왜곡, 자의식 상실, 도전과 기술의 균형, 자기 목적적 경험, 즉각적인 피드백, 통제감에서 유의한 차이가 있었다. 둘째, 참가 기간과 빈도가 몰입에 정(+)적인 영향을 미치는 것으로 나타났으며, 구체적으로 참가 기간은 도전과 기술의 균형, 명확한 목표에, 참가 빈도는 도전과 기술의 균형, 시간감각 왜곡, 명확한 목표, 자기 목적적 경험, 즉각적인 피드백, 통제감에, 참가 강도는 시간감각의 왜곡, 자기 목적적 경험에 통계적으로 유의한 정의 영향을 미치는 것으로 나타났다.