• International journal of advanced smart convergence
• /
• 제10권4호
• /
• pp.134-140
• /
• 2021

Big data has recently been used in various industries such as tourism, medical care, distribution, and marketing. And it is evolving to the stage of collecting real-time information or analyzing correlations and predicting the future. In the tourism industry, big data can be used to identify the size and shape of the tourism market, and by building and utilizing a large-capacity database, it is possible to establish an efficient marketing strategy and provide customized tourism services for tourists. This paper has begun with anticipation of the effects that would occur when big data is actively used in the tourism field. Because the method of use must have applicability and practicality, the spatial scope will be limited to Seosan, Chungcheongnam-do, and research will be conducted. In this paper, to improve the quality of tourism courses by collecting and analyzing the number of mention data and sentiment index data on social media, which reflect the tourist's interest, preference and satisfaction. Therefore, it is used as basic data necessary for the development of new local tourism courses in the future. In addition, the development of tourism courses will be able to promote tourism growth and also revitalizing the local economy.

• The Journal of Asian Finance, Economics and Business
• /
• 제8권3호
• /
• pp.237-249
• /
• 2021

Indonesia has successfully increased its ranking to 40th place in the 2019 Travel & Tourism Competitiveness Index. While tourism has become the country's second largest foreign exchange contributor, there is no existing competitive advantage model for Indonesian tourist destinations. The purpose and novelty of this study is to develop and formulate a competitive advantage model for Indonesia's tourism industry. The model will be based on the supply-side perception analysis of competitiveness indicators from Bali and five designated super-priority destinations in Indonesia. This model is expected to become a guideline for policymakers to design an effective and focused strategy. Data were obtained from in-depth interviews with, and questionnaires given to, 62 qualified industry players from the public and private sectors. This data-driven approach builds a relationship between competitiveness indicators and competitive advantages using a combination of importance-performance analysis and confirmatory factor analysis, thereby leveraging these advantages to generate a strategic model to compete in the international tourism industry. This would also be the first study to use this method in defining the competitive advantage of a destination. Using structural equation modeling, the study found that there are 54 indicators representing twelve dimensions of competitive advantages with good fit criteria.

• 국제초고층학회논문집
• /
• 제10권2호
• /
• pp.93-97
• /
• 2021

Supplementary damping systems, such as tuned mass dampers (TMDs) and tuned sloshing dampers (TSDs) - also known as tuned liquid dampers (TLDs) - have been successfully employed to reduce building motion during wind events. A design of a damping system consisting of a TMD and two TSDs performing in unison has been developed for a tall building in Taiwan to reduce wind-induced motion. The architecturally exposed TMD will also be featured as a tourist attraction. The dual-purpose TSD tanks will perform as fire suppression water storage tanks. Linearized equivalent mechanical TSD and TMD models are coupled to the structure to simulate the multi-degree of freedom system response. Frequency response curves for the structure with and without the damping system are created to evaluate the performance of the damping system. The performance of the combined TMD-TSD system is evaluated against a conventional TMD system by computing the effective damping produced by each system. The proposed system is found to have superior performance in acceleration reduction. The combined TMD-TSD system is an effective and affordable means to reduce the wind-induced resonant response of tall buildings.

• International Journal of Internet, Broadcasting and Communication
• /
• 제14권2호
• /
• pp.55-62
• /
• 2022

A smart tourism chatbot is needed as a user interface to efficiently provide smart tourism services such as recommended travel products, tourist information, my travel itinerary, and tour guide service to tourists. We have been developed a smart tourism app and a smart tourism information system that provide smart tourism services to tourists. We also developed a smart tourism chatbot service consisting of khaiii morpheme analyzer, rule-based intention classification, and tourism information knowledge base using Neo4j graph database. In this paper, we develop the Korean and English smart tourism Name Entity (NE) datasets required for the development of the NER model using the pre-trained language models (PLMs) for the smart tourism chatbot system. We create the tourism information NER datasets by collecting source data through smart tourism app, visitJeju web of Jeju Tourism Organization (JTO), and web search, and preprocessing it using Korean and English tourism information Name Entity dictionaries. We perform training on the KoBERT-CRF NER model using the developed Korean and English tourism information NER datasets. The weight-averaged precision, recall, and f1 scores are 0.94, 0.92 and 0.94 on Korean and English tourism information NER datasets.

• 유통과학연구
• /
• 제19권8호
• /
• pp.69-80
• /
• 2021

Purpose: This study's purpose is to explore the relationship between entrepreneurial marketing orientation on new product development performance via marketing and innovation capabilities. Research design, data, and methodology: This research has applied a survey method which involved 159 respondents from food retailers among Michelin Guide Restaurants in Thailand. The literature's existing measurement scales were used to operationalize the constructs proposed in this study. The analyses were conducted using Partial Least Squares-Structural Equation Modeling (PLS-SEM) to test the hypotheses. Results: The results have shown that new product development performance received positive and direct impacts from entrepreneurial marketing orientation, particularly in three dimensions: customer value orientation, opportunity-driven initiatives, and leveraged resources. Likewise, new product development performance received a positive, indirect impact from opportunity-driven initiatives, risk management, customer value orientation, and innovation that is focused on marketing and innovation capabilities. Conclusions: The results are useful for Thai food retailers as to strategy formulation in order to attract tourists from all over the world to tourist destinations in Thailand. Therefore, this empirical study is extremely important for domestic economic development and the international economy. These findings provide theoretical and managerial contributions for developing competitive strategies which will lead to sustainable business practices, as well as for providing future research directions.

• 융합경영연구
• /
• 제11권2호
• /
• pp.33-46
• /
• 2023

Purpose: The purpose of this study is to analyze the relationship between characteristics of social media sites (SNS) and the intention of Pakistani tourists to visit South Korea while determining the role of usefulness, interestingness, and involvement of tourists. Research design, data and methodology: A research model was developed through the previous research, and the questioner-based survey was conducted on Pakistani tourists visiting Korea. The survey data was collected by following multiple hypotheses: the relationship between SNS tourism information and perception of SNS, the relationship between SNS perception and intention to visit, and adjustment of involvement in the relation between tourism information characteristics, and SNS perception. We used SPSS and AMOS24.0 statistical tools to analyze the hypothesis testing data. Results: Based on the data analysis, the study found that the characteristics of SNS have a positive effect on intention to visit via users' perception like usefulness and interestingness. The involvement has a moderating effect between SNS characteristics and users' perception. In the group with high involvement, the degree of influence of the quality factor of SNS on user perception was greater than in the group with low involvement. Conclusions: This study demonstrated that traveler's involvement has a moderating effect on the relationship between SNS characteristics and visit intention for Pakistani travelers visiting Korea. It shows that practitioners or researchers should establish and operate SNS strategies in consideration of user involvement.

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

• 디지털콘텐츠학회 논문지
• /
• 제19권6호
• /
• pp.1145-1150
• /
• 2018

시진핑은 '아시아 운명공동체' 구축을 위한 새로운 외교발전을 제시하면서 이를 실현하기 위해 일대일로(一帶一路) 정책을 채택 하였다. 5통(通)의 핵심이념 정책구통(政策溝通), 시설련통(設施聯通), 무역창통(貿易暢通), 자금융통(資金融通), 민심상통(民心相通)을 바탕으로 일대일로를 통해 주변 국가들과 전 방위적인 협력과 상호이익관계를 구축하고 있다. 이에 본고는 중국의 일대일로 정책과 한국의 유라시아 이니셔티브를 방한관광 콘텐츠개발 전략에 어떻게 활용할 것인가에 대한 제안을 몇 가지 제시하고자 한 것이다. 첫째, 한국기업의 가교역할이 관광콘텐츠 개발로 이어질 수 있도록 해야 한다. 둘째, 중국인 개별관광객을 위한 관광콘텐츠 개발 활성화가 또 다른 관광콘텐츠로 이어질 수 있도록 해야 한다. 셋째, 중국의 현지기업들과 공동수주 방안을 모색해서 관광콘텐츠로 이어질 수 있도록 한다. 넷째, 한국에서 생활한 근로자나 유학생들의 적극적인 활용을 모색한다. 다섯째, 북한과의 협력적인 관계를 바탕으로 관광콘텐츠 개발을 도모한다.

• 통상정보연구
• /
• 제18권3호
• /
• pp.227-248
• /
• 2016

글로벌 항공 산업계의 서비스 경쟁이 극대화하고 있는 환경에서 항공사의 서비스 평가기준들이 고객만족과 거래선택의 핵심변수가 되고 있다. 본 연구에서는 장기거래 편익과 특별우대 혜택이 정성적 조건에 미치는 영향과 신규진입에서의 불이익이나 거래대체비 발생과 같은 전환조건이 정량적 평가에 미치는 영향을 살펴보고, 이러한 평가와 거래 선택의 상관성에 대하여 실증분석을 하였다. 본 연구의 분석결과, 장기거래 편익과 특별우대 혜택은 정성적 평가에 유의한 영향을 미쳤으며, 신규진입 불이익과 거래대체비 평가 항목은 정량적 평가에 유의한 영향을 미쳤다. 또한, 정성적 조건과 정량적 조건 평가는 모두 거래 선택에 유의한 영향을 미쳤다. 분석 결과를 통하여 첫째, 서비스편익요인과 전환조건이 만족에 영향을 미치기 위해서는 정성적 평가와 정량적 평가에 따른 매개요인이 필요하므로 매개 변수에 대한 다층적 접근이 필요하다. 둘째, 편익이 정성적 조건 평가를 통하여 고객만족에 영향을 미치는 중요한 변수로 확인됨으로써 정성적 서비스의 강화가 마케팅의 결정적 요소이다. 셋째, 정량적 조건 역시 승객의 만족도에 따라서 거래 선택에 실질적인 효과가 변화함을 확인하였다. 이 연구는 현실적으로 시장의 환경 변화에 따라서 전환조건을 마케팅 기법에 적용하는 타당성을 확인하였다는 측면에서 의미가 있다.

• 한국산림과학회지
• /
• 제97권3호
• /
• pp.316-325
• /
• 2008

본 연구는 제주도를 방문하는 우리나라 관광객과 외래관광객의 사회경제적 특성과 여행특성 그리고 생태관광 시설과 프로그램에 대한 선호도 등을 비교조사함으로써 문화적 배경에 따른 차별적 관광특성을 밝혀내고 이를 통해 제주시험림 및 제주 전체 지역에서의 효과적인 생태관광 개발을 위한 기초자료를 제공하고자 수행되었다. 2006년 7월에 제주도를 방문한 국내외 관광객을 대상으로 설문조사를 실시하여 총 555부의 유효설문자료를 확보하였다. 분석결과, 제주도를 방문한 우리나라 관광객과 외래관광객 간에는 서로 다른 사회경제적 특성과 여행특성을 보일 뿐만 아니라 생태관광 프로그램과 시설에 대한 선호에서도 차이를 나타냈다. 이때 외래관광객 내에서도 언어권별로 서로 다른 특성을 보였다. 우리나라 관광객과 외래관광객간의 서로 다른 차별적 특성과 언어권별 서로 다른 관광객의 이러한 특성은 이들을 위해 계획하는 관광 코스의 설정에 반영되어야 하며 이를 통해 생태관광을 포함한 만족스러운 제주관광 경험을 제공할 수 있을 것이다.