• 한국정보시스템학회지:정보시스템연구
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• 제26권3호
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• pp.171-185
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• 2017

Purpose Recently, there has been an increase in attempts to analyze social phenomena, consumption trends, and consumption behavior through a vast amount of customer data such as web search traffic information and social buzz information in various fields such as flu prediction and real estate price prediction. Internet portal service providers such as google and naver are disclosing web search traffic information of online users as services such as google trends and naver trends. Academic and industry are paying attention to research on information search behavior and utilization of online users based on the web search traffic information. Although there are many studies predicting social phenomena, consumption trends, political polls, etc. based on web search traffic information, it is hard to find the research to explain and predict tourism demand and establish tourism policy using it. In this study, we try to use web search traffic information to explain the tourism demand for major cities in Gangwon-do, the representative tourist area in Korea, and to develop a nowcasting model for the demand. Design/methodology/approach In the first step, the literature review on travel demand and web search traffic was conducted in parallel in two directions. In the second stage, we conducted a qualitative research to confirm the information retrieval behavior of the traveler. In the next step, we extracted the representative tourist cities of Gangwon-do and confirmed which keywords were used for the search. In the fourth step, we collected tourist demand data to be used as a dependent variable and collected web search traffic information of each keyword to be used as an independent variable. In the fifth step, we set up a time series benchmark model, and added the web search traffic information to this model to confirm whether the prediction model improved. In the last stage, we analyze the prediction models that are finally selected as optimal and confirm whether the influence of the keywords on the prediction of travel demand. Findings This study has developed a tourism demand forecasting model of Gangwon-do, a representative tourist destination in Korea, by expanding and applying web search traffic information to tourism demand forecasting. We compared the existing time series model with the benchmarking model and confirmed the superiority of the proposed model. In addition, this study also confirms that web search traffic information has a positive correlation with travel demand and precedes it by one or two months, thereby asserting its suitability as a prediction model. Furthermore, by deriving search keywords that have a significant effect on tourism demand forecast for each city, representative characteristics of each region can be selected.

• 융합정보논문지
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• 제9권10호
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• pp.56-63
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• 2019

본 연구는 외국인의 국내 관광의 최적의 경로 도출하는데 그 목적이 있다. 이를 위해 국내관광 관련 포털 사이트 데이터를 참고하여 빅데이터 분석 툴인 R을 활용하여 분석을 시도하였다. 분석결과 국내 방문 외국인의 가장 방문 빈도수가 높은 곳과 최단시간 경로, 최저 비용의 경로를 도출하였다. 이를 통해 관광상품의 성공요인은 한국만의 특유한 문화가 보이는 곳으로 상품을 구성해야 한다는 결론을 도출하게 되었다. 본 연구의 결과는 국내 관광 상품을 기획하는 단계에서 실무적인 지침으로 활용이 가능할 것으로 보인다.

• 한국관광식음료학회지:관광식음료경영연구
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• 제12권2호
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• pp.97-117
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• 2001

The Influences of the Ecotourism Motive, on the Attitude, Resource Interpretation and Satisfaction of Tourist Ecotourism has been recently introduced to maintain the relation of mutual dependence between the tourism and the natural environment. However it is adversely used and creates the destruction of ecosystem. It is Important that the ecotourism is a tourism which tourists can experience and enjoy themselves on site rather than a tourism which they only see and hear, understand. It is assumed that a method should be found to maximize toursist' satisfaction and that the presentation of interpretation of the tourism resource may satisfy the tourist's satisfaction. The results offer the suggestion points as follows. 1. By providing the interpretation of tourism resource as well as the recreational object, the ecotourism can be activated with a sound recognition of nature and the reservation of environment, and furthermore, the development policy may be based on not only the area of ecotourism but also all of the tour area. 2. By providing the interpretation service of tourism resource for tourists, the satisfaction can be maximized by the high cognition of tourist. 3. By providing the information about the tourism destination and resource, it will contribute to the side of education, it will contribute the preservation of resource and the reservation of environment. Ecotourism, Tourism Motive, Tourism Attitude, Tourism Resource Interpretation Tourist Satisfaction.

• 정보학연구
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• 제3권4호
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• pp.41-53
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• 2000

본 논문은 관광지 매력속성과 관광동기의 개념에 대한 이론적 연구를 통해 이들간의 경험적 상호관계를 실증 분석을 통하여 향후 관광산업에 진입하고자하는 기업과 기존 기업의 방향설정에 유용한 기초자료를 제공하는데 그 목적이 있다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제17권12호
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• pp.3286-3309
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• 2023

This study empirically investigates the impact of informatization on China's inbound tourism development. The analysis utilizes data on the number of inbound tourist arrivals in 30 Chinese provinces from 13 tourist origin countries between 2004 and 2016. The regional informatization level is measured by the internet penetration rate. It is found that informatization in tourist destination provinces has a significant positive impact on inbound tourism. Moreover, the local public service supply plays a moderating role. The positive effect of informatization is stronger in regions with better public services. The study results imply that China can boost its inbound tourism by further improving the level of informatization as well as local public services.

• 한국ITS학회 논문지
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• 제19권3호
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• pp.75-89
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• 2020

본 연구는 우리나라에서 수행된 관광교통 관련 연구를 조사하고 이를 토대로 보완 연구 과제를 발굴하는 목적으로 수행하였다. 연구대상은 학술논문 28건과 연구기관의 정책연구 12건 등 40건이다. 연구 진행은 관광교통의 특성과 선행연구 사례를 토대로 관광교통의 연구 분야를 관광교통 수단, 관광교통 정보, 관광교통 지원정책 등 3개로 나누어 분석하였다. 특히 관광교통 수단은 관광교통에서 차지하는 중요성과 연구사례의 비중을 반영하여 4개 세부 분야로 구분하였다. 연구 결과, 관광교통에 관한 연구사례가 많지 않으며 연구 분야도 관광교통 수단에 편중된 것으로 나타났다. 이를 보완하기 위해 본 연구는 관광수요의 변화와 관광 트렌드를 반영하여 3개 분야에 걸쳐 10개의 새로운 보완연구 과제를 제안하였다. 아울러 교통시설 공급과 관광수요의 연관성을 모색하는 것을 새로운 연구 분야로 제안하였다.

• 한국콘텐츠학회논문지
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• 제17권7호
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• pp.443-454
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• 2017

온라인에서 생성되는 관광지 관련 정보들을 활용한 관광지 이미지 분석은 관광소비자들의 관광목적지에 대한 인식을 설명할 수 있는 유의미한 정보를 도출할 수 있으며, 관광소비자들의 특정 관광지에 대한 이미지를 더욱 심층적으로 이해할 수 있다. 본 연구는 온라인 빅데이터를 활용한 대구의 관광지 이미지 실례연구를 실시하여 대구의 관광지 이미지를 분석하고 시사점을 도출하고자 하였다. 국내 포털 사이트를 대상으로 텍스트 마이닝과 사회연결망 분석을 실시하여, 대구의 관광지 이미지를 형성하는 관광지 이미지 요소들을 추출하고 영향 정도를 분석하였다. 연구 결과에 따르면 관광객 인프라시설과 문화와 예술, 역사 등의 관광지 이미지 형성 요소들이 대구의 관광지 이미지를 형성하는 주요한 요소들로 파악되었으며, 특히, '대구중구골목투어'가 전체적인 대구의 관광지 이미지 형성에 핵심적인 역할을 하는 것으로 파악되었다.

• 디지털콘텐츠학회 논문지
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• 제19권6호
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• pp.1091-1096
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• 2018

본 논문에서 개발하고자 하는 기술은 국내 FIT(Free Independent Tour) 버스관광객에게 보다 편리한 버스이용 방법과 버스관광에 적합한 관광콘텐츠를 통합된 서비스로 제공하기 위한 플랫폼에 관한 것이다. 최근 버스 이용 환경 개선이 이루어짐과 동시에 대중교통을 이용한 휴양 목적의 FIT 관광객이 증가하고 있다. 이에 따라서 관광객 수요에 부합하는 관광 플랫폼이 필요하다. 상세하게는 버스정보 제공 시스템을 보다 편리하게 이용할 수 있도록 버스정보 공공API를 활용하여 버스정보 제공 알고리즘을 구현하고, 관광정보와 버스정보의 연계 정보 제공을 위해 사용자 이용행태 데이터 수집모듈과 데이터마이닝 모듈을 구현하여 대중교통을 이용하는 FIT 관광객을 대상으로 버스관광 서비스 제공을 위한 버스정류소 기반 콘텐츠 플랫폼을 개발하는 것이다.

• 디지털산업정보학회논문지
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• 제10권3호
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• pp.297-310
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• 2014

The objective of this research is to evaluate the web standard as well as web compatibility of English homepage of tourist information manage local government. Thru this research, effective information and service can be provided to increasing foreign visitors and compatibility of English homepage can be strengthened. SortSite, a web compatibility measurement tool and UNICORN, a web standard measurement tool were utilized for this research. Chrome, Internet Explorer, Firefox, Safari and Opera were targeted for evaluating web compatibility and observance rate of Markup grammar and CSS grammar was checked for evaluating web standard. Research result showed that 46.7% of Chrome version ${\leq}34$ and 35 didn't observe the web compatibility while 95.6%, 53.3%, 53.3%, 53.3% and 55.6% of Internet Explorer version in order of 7.0, 8.0, 9.0, 10.0 and 11.0 didn't observe the web compatibility. Concerning Firefox, 75.6% and 48.9% of version in order of ${\leq}6.0$ and 7.0 didn't observe the web compatibility and 37.8% of Opera version ${\leq}12.17$ and ${\leq}21$ didn't observe the web compatibility. Regarding the web standard, 80% of English homepage didn't observe Markup grammar and 60% of them didn't observe CSS grammar. Therefore, urgent improvement of web compatibility and web standard is required.

• International Journal of Computer Science & Network Security
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• 제22권5호
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• pp.154-162
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• 2022

Digital marketing tools are actively used in managing the development of park and recreation complexes to familiarize the population with the objects of natural heritage. This article aims to empirically evaluate digital marketing tools for popularizing the park and recreational complexes. The methodology was based on the concept of ecosystem value of park and recreation complexes as a natural heritage site. These methods included: identifying and selecting websites with information about park and recreation complexes in Slovakia and Ukraine. structural analysis of the main channels of online details about natural parks. Assessing the current state of online identity of the studied sites from the perspective of Internet users. The results indicate that to manage the development of park and recreational complexes developed their driven official websites in the Internet space, on which sections structure the information with the allocation of data on tourism and recreational potential. The article identifies additional digital marketing tools for managing the development of park and recreation complexes, particularly social networks and tourist websites. There is a sufficient amount of information about tourist recreation sites within these natural parks and tourist routes. Among the main problems of the websites: the information on the websites is entirely textual, there is a lack of sufficient data on social networks, despite the created official pages, there is no video content, which was more attracted tourists and visitors, allowing a visual assessment of the tourist potential; there is a problem of many communication channels to present the natural heritage of the countries. The research proves that the website is the primary and most common digital marketing tool for natural heritage, structuring information about tourism potential and recreation.