• 지능정보연구
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• 제29권4호
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• pp.185-205
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• 2023

코로나19 팬데믹 이후 관광 산업이 회복되면서 많은 관광객들이 다양한 플랫폼을 활용하고 리뷰를 남기고 있지만, 대량의 데이터 속에서 유용한 정보를 찾기 어려워 아직도 여행지 선정 과정에서 많은 시간과 비용이 낭비되고 있다. 이에 따라 많은 연구들이 진행되고 있지만, 평점이 없거나 플랫폼별로 다른 형태의 평점 제공으로 인해 연구에 한계를 가지고 있으며, 평점과 리뷰 내용이 일치하지 않는 경우도 있어 추천 모델 구축에 어려움을 주고 있다. 본 연구에서는 이러한 문제를 해결하기 위해 7,104개의 제주도 지역 관광지 리뷰를 활용하여 제주도에 특화된 관광지 만족도 정량 지수를 개발하고 이를 활용하여 '평점 예측 모델'을 구축하였다. 모델의 성능을 확인하기 위해 실험 데이터 700건의 평점을 본 연구에서 개발된 모델과 LSTM을 활용하여 예측 하였으며, 제안된 모델이 LSTM 보다 약 4.67% 높은 73.87%의 가중 정확도로 성능이 더 우수한 것을 확인하였다. 본 연구의 결과를 통해 평점과 리뷰 내용 사이의 불일치 문제를 해결하고, 평점이 없는 리뷰나 다양한 형태의 평점을 정형할 수 있으며, 다른 도메인에 적용하여 여행의 모든 분야에서 신뢰할 수 있는 평점 지표를 제공할 수 있을 것으로 기대된다.

• 한국지역사회생활과학회지
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• 제21권2호
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• pp.163-177
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• 2010

The purpose of this study is to examine the difference between service quality satisfactions according to tourists' preference and segmentation by various motivations. Data were collected from 442 farm stay visitors by field surveys in rural areas. A factor-clustering method identified three distinct segments; want-it-all, overall low motivation, relaxation. MANOVA was used to examine the differences of service quality satisfaction for farm stay visitors' preference and segmentation by motivation. Results show that the type of guest room more significantly influenced farm stay visitors' satisfaction according to those three clusters. It should be noted that we have information on the characteristics and type of satisfaction of the consumers in order to improve the quality of farmstay's service in rural tourism.

• 한국의류학회지
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• 제33권9호
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• pp.1441-1451
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• 2009

This study analyzed the strategic importance of fashionable products in order to increase the tourism allure of Seoul. Data were collected from the 758 foreign tourists visiting Seoul from Japan, China, and the USA. The survey was statistically analyzed by chi-square, regression, and ANOVA method. The fashionable products were found to be the most frequently shopped product category and the clothing product was identified to be the most preferred. The retail store area with the greatest market share was identified as Myundong. Product satisfaction with fashionable products is identified to have a positive relationship with tourism satisfaction and royalty to Seoul. A strategic focus on fashionable products is recommended for an increased tourism competency.

• 융합경영연구
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• 제12권4호
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• pp.87-99
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• 2024

Purpose: This research examines the elements that affect Chinese tourists' trip experiences and behaviors in Japan and South Korea, focusing on destination image, digital engagement, and sustainability practices awareness. Research design, data and methodology: Data were collected from 414 Chinese tourists through an online survey and analyzed conduct confirmatory factor analysis and structural equation modeling. Findings indicate a positive destination image significantly influences revisit intention but not travel satisfaction. Travel satisfaction positively affects revisit intention, while digital engagement and sustainability practices awareness both enhance travel satisfaction. Results: The results highlight the importance of leveraging digital engagement and promoting sustainability practices to boost satisfaction and repeat visits. Conclusions: The study provides practical insights for tourism stakeholders to develop targeted strategies, emphasizing customer service, sustainable practices.

• 한국의류학회지
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• 제41권6호
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• pp.1039-1049
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• 2017

This study investigated the effect of shopping satisfaction on travel satisfaction, travel specific quality of life and overall quality of life for Korean vacation tourists. Tourist evaluations on those four variables were confirmed first. The effect of shopping satisfaction on the other variables was then investigated. The effect of demographics was also identified. An on-line survey method was used to obtain data of 20's-50's tourists, while factor analysis, regression analysis, ANOVA, and Duncan test were applied to analyze data. The results were as follows. First, shopping satisfaction of the vacation travel showed a positive effect on tour satisfaction, which affected the quality of life after travel. Second, travel specific quality of life had a significant effect on overall quality of life and confirmed the bottom-up spillover effect. Third, the perception of shopping satisfaction, travel satisfaction, travel specific quality of life, and overall quality of life differed by demographic factors. Women and young tourists revealed high satisfaction scores in shopping and travel; in addition, wealthy travelers showed a higher quality of life. Occupation tended to partly affect satisfaction and quality of life. The findings implied that travel and tourists' shopping are an important element to enhance the quality of life.

• 한국산학기술학회논문지
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• 제12권8호
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• pp.3777-3784
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• 2011

본 논문에서는 공무원의 관광산업에 대한 효과지각이 관광산업의 중요성 인식에 어떤 영향을 미치는 가에 대한 관계를 규명하였다. 공무원의 관광에 대한 효과지각은 관광정책 만족도에 따라 관광산업의 중요도를 다르게 인식한다는 점을 실증분석을 실시하였다. 분석결과, 공무원의 관광영향 지각의 혜택이 관광정책 만족도에 유의한 영향을 미치며, 관광영향의 비용은 유의하지 않은 것으로 나타났다. 공무원의 관광정책 만족도가 관광산업의 중요성 인식에 미치는 영향과 관광영향의 혜택이 관광산업의 중요성 인식에 미치는 영향은 정의 영향을 미치는 것으로 나타났다. 특히, 관광영향의 비용이 관광산업의 중요성 인식에 미치는 영향은 부(-)의 영향을 미치는 것으로 나타났다.

• 한국습지학회지
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• 제9권1호
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• pp.31-46
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• 2007

In this paper, the nature-based tourism is described as one of the tools to achieve sustainable development in small islands. The study was carried out at Ayer, Bidadari and Onrust Islands of Kepulauan Seribu chains at Jakarta Bay, Indonesia. While the historical records show that previous uses of such islands have started at sixteen century, tourism uses was started at the beginning of 1970s. Among nature-based tourism destination in Kepulauan Seribu chains, these islands are the famous destinations and received a lot of tourists. Tourism growth at these islands has stimulated development of numerous tourism facilities and infrastructure to meet visitor satisfaction. It is observed in this study that island's site-plan destination design has contributed to the successful and sustainability of tourism in small island. The key success lies on the successful integration and implementation of three substantial perspectives into practices, namely economic, ecosystem and social perspectives. First, in order to enhance economic benefits, a site-plan design allowing floating cottages establishment to extent room availability, to build strong images as tropical paradise islands, and to enhance tourist satisfaction with the objectives of improving income and sustaining tourist loyalty to the destination. This design is also reducing land risk from tourism impact and it becomes the significant key of second perspective, the ecosystem perspective. Moreover, the ecosystem perspective has been implemented through native vegetation preservation that led island's wildlife conservation and became potential tourism attraction. The design also develops effective mechanism to manage and regulate visitor flows by establishing visitor track corridors. In implementation, such corridor plays an important role to reduce tourist density in single places and therefore become instrument to reduce severe visitor impact to wildlife, vegetation and heritages of islands. Third, the social aspect of development allowing heritages to conserve and furthermore serve numerous benefits for education, socio-political, culture, and historical studies. Through this study, it is clear that the success of these islands to continuous tourism growth lies on the island's vision to integrate economic, ecosystem and social perspectives on tourism development.

• 한국의류산업학회지
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• 제22권6호
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• pp.752-761
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• 2020

This study analyzes the type of preferred shopping items based on tourism shopping value pursued by tourists through shopping at travel destinations as well as verifies their impact on satisfaction. A survey on 310 adult men and women aged 20 to 69 collected data samples representing tourism shoppers in Korea. Based on the collected data, a factor analysis and a structural model equation analysis were performed using SPSS 25.0 and AMOS. Tourism shopping value was divided into functional value, emotional value, exploratory value, and shared value. In addition, shopping items were categorized as physical materials and experience materials to identify the difference in preferred item types according to the value that tourists perceive. It also confirmed the adjustment effect of tourism motivation that affects tourism shopping behavior. According to the analysis results, the more tourists perceive functional and emotional values when shopping, the more physical material they prefer, and the more they perceive exploratory values, the higher the preference for experience goods. However, the shared value affected both physical materials and experience materials. Based on escape-seeking motivation, the adjustment effect of tourism motivation (a major variable to understand the behavior of tourists) on tourism shopping behavior was confirmed. Based on the academic and practical implications of this study, we hope to broaden our understanding of tourism shopping and revitalize research on tourism shopping.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제16권2호
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• pp.480-502
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• 2022

This work assesses the degree of satisfaction tourists receive as final recipients in a tourism destination based on the fact that satisfied tourists can make a significant contribution to the growth and continuous improvement of a tourism business. The work considers Pokhara, the tourism capital of Nepal as a prefecture of study. A stratified sampling methodology with open-ended survey questions is used as a primary source of data for a sample size of 1019 for both international and domestic tourists. The data collected through a survey is processed using a data mining tool to perform multi-dimensional analysis to discover information patterns and visualize clusters. Further, supervised machine learning algorithms, kNN, Decision tree, Support vector machine, Random forest, Neural network, Naive Bayes, and Gradient boost are used to develop models for training and prediction purposes for the survey data. To find the best model for prediction purposes, different performance matrices are used to evaluate a model for performance, accuracy, and robustness. The best model is used in constructing a learning-enabled model for predicting tourists as satisfied, neutral, and unsatisfied visitors. This work is very important for tourism business personnel, government agencies, and tourism stakeholders to find information on tourist satisfaction and factors that influence it. Though this work was carried out for Pokhara city of Nepal, the study is equally relevant to any other tourism destination of similar nature.

• 한국생활과학회지
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• 제16권3호
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• pp.643-650
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• 2007

The purpose of this study was to assess the effects of perceived value and satisfaction with employees' foodservice on loyalty intention. A total of 273 questionnaires were completed. Structural equation model was used to measure the mediating role of satisfaction in the causal relationships among perceived sacrifice, service quality, value, satisfaction, and loyalty intention. Results of the study demonstrated that the structural analysis result for the data also indicated excellent model fit. The direct effects of perceived sacrifice and service quality on value were statistically significant. The direct effects of service quality and value on satisfaction were statistically significant. The direct effects of value and satisfaction on loyalty intention were statistically significant. The service quality had a significant indirect influence on loyalty intention through value and satisfaction. In addition, the value played a mediating role in the relationship between service quality and satisfaction. The satisfaction played a mediating role in the relationship between value and loyalty intention.