• Title/Summary/Keyword: Resort

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Development of a Resort's Cross-selling Prediction Model and Its Interpretation using SHAP (리조트 교차판매 예측모형 개발 및 SHAP을 이용한 해석)

  • Boram Kang;Hyunchul Ahn
    • The Journal of Bigdata
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    • v.7 no.2
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    • pp.195-204
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    • 2022
  • The tourism industry is facing a crisis due to the recent COVID-19 pandemic, and it is vital to improving profitability to overcome it. In situations such as COVID-19, it would be more efficient to sell additional products other than guest rooms to customers who have visited to increase the unit price rather than adopting an aggressive sales strategy to increase room occupancy to increase profits. Previous tourism studies have used machine learning techniques for demand forecasting, but there have been few studies on cross-selling forecasting. Also, in a broader sense, a resort is the same accommodation industry as a hotel. However, there is no study specialized in the resort industry, which is operated based on a membership system and has facilities suitable for lodging and cooking. Therefore, in this study, we propose a cross-selling prediction model using various machine learning techniques with an actual resort company's accommodation data. In addition, by applying the explainable artificial intelligence XAI(eXplainable AI) technique, we intend to interpret what factors affect cross-selling and confirm how they affect cross-selling through empirical analysis.

A Study on the Plan Composition of Guest Room Area of the Luxury Resort Hotels in Jeiu-Do (제주도 특급관광호텔의 객실부 평면구성에 관한 연구)

  • 박철민;김학진
    • Korean Institute of Interior Design Journal
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    • no.36
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    • pp.52-59
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    • 2003
  • A guest room section is the most important part of the hotel design. It contributes not only to the marketing but also to the effective distribution of the floor plan. This study is to provide the trends of the plan type of the guest rooms at the luxury resort hotels in Jeju-do through analyzing the typical floor plan type and surveying the area distribution of the guest room section. The purpose of the study is to provide the basic materials for the improvement of the quality of hotel guest rooms in Jeju-do, which is emerging as the international tourism destination of 21C. Here, we make the 13 luxury resort hotels in Jeju-do an subject of the study. They are divided into three grades by the size, quality, and the service.

The Customers' Perception on Luxury Hotel: A Case of Sunway Resort Hotel and Spa

  • Lee, Sang-Hyeop;Toh, Shuet May;Kim, Hak-Seon
    • Culinary science and hospitality research
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    • v.22 no.6
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    • pp.145-150
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    • 2016
  • The Malaysian hotel industry is experiencing growth due to the increase of new hotels and hospitality-related service through inbound of business travelers and tourists to Malaysia. The influx of tourist is expected to increase and luxury hotels are beginning to be more popular. The interest of studying customer perception toward tourism facilities, especially in luxury hotels has also witnessed an increase. In this study, a qualitative approach on how customers perceive luxury hotels was conducted. This study covered customer satisfaction and service quality perceived by customers toward Sunway Resort Hotel and Spa. Ten individuals were involved in data collection, and data were analyzed thematically. Findings were themed based on positive and negative responses provided by both international and local customers.

A Study on Emotional Response of Leisure Activity (여가활동의 감성적 반응에 관한 연구)

  • Ko Dong-Wan
    • Journal of the Korean Institute of Landscape Architecture
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    • v.33 no.1 s.108
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    • pp.19-32
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    • 2005
  • The role of emotional responses is an important subject of study in consumer behavior. Although the perceived performance and satisfaction related emotions have been studied with increasing quantities in leisure studies or fields of outdoor recreation and tourism, issues concerning the appropriate way to measure these emotional responses remains unresolved. This article reviews the emotion measuring scales, and testify the usefulness of PAD scale based upon 349 questionnaires by users of Phoenix Park(Ski Resort) and Seoul Land(Theme Park) in Korea. It was found that, users' emotional response was closely related with satisfaction in Phoenix Park(Ski Resort); however, users' perceived performance was closely related with satisfaction in Seoul Land (Theme Park). This article argues that the meanings of these findings is due to different characteristics of consumption typology between ski resort and theme park. In conclusion, users' emotional experience may be more useful in understanding skiing activities and in formulating management strategies for ski resorts than theme parks.

A Study on Planning of Seaside Resorts (해변리조트의 계획에 관한 연구)

  • Lee, Han-Seok;Lee, Myung-Kwon;Kim, Byung-Gon;Park, Gun
    • KIEAE Journal
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    • v.4 no.4
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    • pp.53-60
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    • 2004
  • This study is to set up some models and make plans of the seaside resorts at coastal area in Korea. In order to do this we analyse the characteristics of east, south and west coastal areas of Korean peninsula. And we divide coastal areas into three categories, such as suburban area, fishing village area, and island area, according to their development phases and the distances from nearby big cities. Three types of seaside resort model for three categories of coastal areas are set up. At last we make site plans and images of three types of seaside resort model.

A Study on Deluxe Resort Hotels-Customer Behavior in Gyongju (경주 특급호텔의 고객행동에 관한 연구)

  • Park, Jeong-Hwa;Kim, Jeom-Tae
    • Journal of Applied Tourism Food and Beverage Management and Research
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    • v.15 no.2
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    • pp.151-166
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    • 2004
  • This study has been conducted with the following objectives as to the expected degrees of services of the guests and their degrees of satisfaction after being given the services, with the guests of the tourist hotels in the area of Gyonju as the subjects. The comprehensive outcomes of the analyses show that the resort Hotels in the Gyongju area have to establish proper characteristics and offer services according to the hotels, the objectives and the sexes. Marketing oriented strategies, Resort hotel, Expected degrees of service, Recognized degrees of service, Satisfaction,

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The Environmental Change according to the Development of Tourist Resort in Gosu - cave (관광지 개발에 따른 고수동굴의 환경변화)

  • 홍현철;유영준;홍충렬
    • Journal of the Speleological Society of Korea
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    • v.45 no.46
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    • pp.49-67
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    • 1996
  • After the opening of Gosu - cave, as tourist has increased, the inner parts and outer regions of cave is changed. This paper focuses on the environmental changes according to development of tourist resort in Gosu-cave. The result of this study can be found in the following facts: (1) As cave is opened lighting equipments set up for the purpose of helping inspection and coming in and out. (2) As the temperature rises in the coming in and out of tourist, this is caused to dry and peel off the topographes in cave. (3) The quality of water in cave is contaminated by the wastes, garbages and coins by tourists. (4) As Chungju - Dam has constructed, the linkages of the other tourist resort of Gosu - cave is improved. It is raised on the accessability of Gosu - cave. (5) As people has access to Gosu - cave, tourists increased more than the former times. Thus this phenomenon is contributed to the increasements of regional incomes and opportunity of regional employment.

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The effects of emotional labor and job burnout of the ski resort workers on service level (스키리조트 종사자의 감정노동과 직무소진이 서비스 제공수준에 미치는 영향)

  • Ryu, Won-Yong
    • Journal of Digital Convergence
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    • v.14 no.2
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    • pp.449-457
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    • 2016
  • The purpose of this study was empirically to reveal the effects of emotional labor and job burnout of the ski resort workers on service level. For the study, a survey of 215 people working in domestic ski resorts was conducted. Emotional labor was composed of two sub-factors: surface acting and deep acting. Service level was composed of three sub-factors: tangibles, responsiveness, endeavor. The following results were obtained by confirmatory factor analysis, reliability analysis, correlation analysis, regression analysis. First, in emotional labor which ski resort worker perceived, surface acting had a positive effect on job burnout, while deep acting had a negative effect on it. Second, surface acting had a positive effect on tangibles and responsiveness of service level and deep acting had a positive effect on tangibles, responsiveness and endeavor of service level. Third, job burnout which ski resort worker perceived had a negative effect on tangibles, responsiveness and endeavor of service level. This study suggested that implications and limitations of the relationship between outcomes and emotional labor which people working at sport organizations such as a ski resort have experienced.

Relationships Between Leisure Flow, Leisure Benefits, Life Satisfaction and Revisit Intention of College Student Customers in Ski Resort (대학생 스키리조트 이용객의 여가몰입, 여가이득, 생활만족과 재방문의도의 관계)

  • Jang, Kyoung-Su
    • The Journal of the Korea Contents Association
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    • v.16 no.9
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    • pp.254-266
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    • 2016
  • The purpose of this study was to examine the relationships between leisure flow, leisure benefits, life satisfaction and revisit intension of college student customer in ski resort. To achieve the goal of this study, a total of 229 surveys collected from college students who visited the ski resort were utilized for analyzing. Frequency, reliability, confirmatory factor analysis, and structural equation modeling analysis were conducted using SPSS 22.0 and LISREL 8.72. Main findings were as follows; First, leisure flow had a positive effect on the leisure benefits. Second, leisure flow did not have influence on the life satisfaction. Third, leisure flow had positive effect on the revisit intention. Fourth, leisure benefits had a positive effect on the life satisfaction. Fifth, leisure benefits had a positive effect on the revisit intention. Lastly, life satisfaction did not have influence on the revisit intention.

A Study on the Countermeasures for the Change of Security Environment in the Hospitality Industry (호스피탈리티 산업변화에 따른 보안환경 변화와 대응방안)

  • Lee, Seung-Hoon;Lee, Jong-Gyu
    • Korean Security Journal
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    • no.62
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    • pp.223-253
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    • 2020
  • This research has examined in depth professional books, advance research, related statistics, and internet data to present security environment changes and countermeasures that may arise due to changes in the domestic hospitality industry. The Hospitality industry characteristics and the trend of change at home and abroad were analyzed. Based on the analysis results, the global hospitality industry has minimized the negative impact of the gambling industry held by casinos through Integrated Resorts, and confirmed that the individual characteristics of various hospitality industries, such as Hotels, MICE, Performances and Shopping, have been developed in such a way that they can exert positive synergy. It has confirmed that South Korea is also trying to revitalize its sluggish economic growth by setting up strategies for industrializing the Integrated Resort and developing the Integrated Resort industry. Based on this, the security environment changes that could occur in individual Integrated Resort companies and the region were expected from five perspectives, and three levels of government/industry/personal response measures were proposed for effective response to changes in the security environment.