• Asian Journal of Innovation and Policy
• /
• 제9권2호
• /
• pp.187-206
• /
• 2020

Under the on-going evolution of the COVID-19 pandemic, estimating the economic impact of the pandemic is highly uncertain and challenging. This situation makes it difficult for policymakers, governors, and economic entities to formulate appropriate responses and decision makings. To provide useful information about the effect of the COVID-19 pandemic on the Korean economy, this study examined macroeconomic impact analysis stemming from the pandemic shocks with different scenarios for the Korean economy. Based on three scenarios using the growth rate of 2020 GDP and consumer expenditure patterns, the 2021 GDP by industry sector was forecast with two new approaches. First, the recovering process of the Korean economy from the shock was analyzed by applying a Flex-IO method. Second, a new forecasting approach combined with an IO coefficient matrix was applied to forecast the future GDP changes. The findings of this study are summarized as follows: First, the total GDP growth rate under the Pessimistic Scenario demonstrates less rebound from the shock than that of the Base Scenario. Second, agriculture, culture, and tourism-related sectors that are suffering from the severe losses of COVID-19 showed lower resilience than other different industries. Third, information and communications technology (ICT) industry maintains a stable growth trend and is expected to take the leading role for the Korean economy in the post-COVID-19 and the Industry 4.0 eras. The findings deliver that it needs to analyze how government expenditure responding the shock into the forecasting model, which can be more useful and reliable to simulate the resilience from the pandemic.

• International Journal of Advanced Culture Technology
• /
• 제10권1호
• /
• pp.204-210
• /
• 2022

From the 1970s to the present, the number of new infectious diseases such as SARS, Ebola virus, and MERS has steadily increased. The new infectious disease, COVID-19, which began in Wuhan, Hubei Province, China, has pushed the world into a pandemic era. As a result, Countries imposed restrictions on entry to foreign countries due to concerns over the spread of COVID-19, which led to a decrease in the movement of tourists. Due to the restriction of travel, keywords such as "Corona blue" have soared and depression has increased. Therefore, this study aims to analyze the stress meaning network of the COVID-19 era to derive keywords and come up with a plan for a travel-related platform of the Post-COVID 19 era. This study conducted analysis of travel and stress caused by COVID-19 using TEXTOM, a big data analysis tool, and conducted semantic network analysis using UCINET6. We also conducted a CONCOR analysis to classify keywords for clustering of words with similarities. However, since we have collected travel and stress-oriented data from the start to the present, we need to increase the number of analysis data and analyze more data in the future.

• International Journal of Advanced Culture Technology
• /
• 제9권3호
• /
• pp.142-151
• /
• 2021

The content industry was greatly affected by the pandemic that hit the world in 2020. The release and production of major Hollywood films were postponed. Performances, festivals, and mega-events such as tourism and the Olympic Games were also canceled or postponed. The innovation of the content industry became inevitable in line with these rapid environmental changes, and the industry had to undergo internal changes according to these external environmental changes. Representative examples are talent fostering and job creation for young people. This study conducts both SWOT analysis and PEST analysis on the South Korean content industry, thereby analyzing cases of talent fostering and job creation suitable for the new environment.

• International journal of advanced smart convergence
• /
• 제11권3호
• /
• pp.157-161
• /
• 2022

The coffee industry continues to grow steadily due to the spread of coffee and changes in consumer awareness. Once upon a time, instant coffee was common, People today have distinct personal preferences As consumption needs for favorite foods are segmented, ways to enjoy coffee are diversifying. This study was conducted through analysis of consumption changes for specialty coffee as a changed issue of COVID-19 The goal is to present a vision for the future of the specialty coffee industry. As a research method, text mining through big data analysis was conducted to extract and analyze factors affecting the change in specialty coffee consumption. As a result of the study, we judged that specialty coffee is consumed by using a drip tool that allows you to easily enjoy coffee at home after Corona 19. Therefore, hand drips used in home cafes were found to play a central role in the change in specialty coffee consumption.

• 해양환경안전학회지
• /
• 제29권7호
• /
• pp.750-759
• /
• 2023

해양치유 프로그램에 대한 관심은 코로나19 팬데믹 이후 정부와 업계 실무자 모두에서 급속도로 증가하고 있다. 그러나 아직까지 소비자 관점에서 해양치유 프로그램이나 해양치유 체험에 대한 유용성, 만족도, 편익 등을 이해하고자 시도한 연구는 부족한 실정이다. 이에 이 논문에서는 후기수용모델을 적용하여 해양치유 프로그램 참여자의 지각된 유용성과 기대일치, 만족, 지속참여의도 간 관계를 구조적으로 분석하고자 하였다. 자료수집은 부산시 해양치유 프로그램 운영 기간인 2022년 9~10월까지 매 주말 사전 훈련된 면접원에 의한 면접조사 방식으로 실시하였고, 총 203부의 유효 표본을 분석에 활용하였다. 분석 결과 해양치유 프로그램에 대한 기대일치는 프로그램 참여자의 만족과 프로그램의 지각된 유용성에 긍정적인 영향을 미치는 것으로 나타났고, 해양치유 프로그램 참여자 만족은 프로그램 지속참여의도에 긍정적인 영향을 미치는 것으로 나타났다. 해양치유 프로그램에 대한 지각된 유용성 역시 프로그램 참여자 만족 및 지속참여의도에 긍정적인 영향을 미쳤다.

• 한국IT서비스학회지
• /
• 제20권5호
• /
• pp.1-9
• /
• 2021

Since the first confirmed case in January 2020, Coronavirus disease 2019(COVID-19) has brought many changes to our society, and Korea is no exception. Some changes are direct and immediate such as restrictions on overseas travel and social distancing, but the others are indirect and slowly adapted such as lifestyle changes impacting industries and businesses. IT service sector is tremendously influenced by COVID-19. IT service is used extensively in response to COVID-19 taking advantage of its non-face-to-face characteristics. In that sense, the industry is positively affected and in some sense invigorated, giving birth to new kind of services. This special issue focuses on introducing how the IT services are affected, what kind of transformations are undergoing, and how these are expedited after COVID-19. This special issue expands and extends the case research section by collecting new IT service case studies concerning these topics. After competitive review process, 11 studies are selected for this special issue which deals with four different but closely related aspects: (1) evolutions of private IT services, (2) transformations in public IT services, (3) impacts in the hospitality and tourism industry, and (4) changes of people's behavior along with COVID-19. The first set reports on the evolution of private IT services that have created terms such as foodtech and edutech as we enter a rapid non-face-to-face situation. The second set consists of studies dealing with the evolution of public IT services. Evolution and rapid response to non-face-to-face appear to be no exception in the public sector. The third includes studies of hospitality and tourism which is most strongly affected by COVID-19. The last set deals with the behavioral changes of users such as technostress in telecommuting. Lessons learned through best practices and key problems identified in these studies may help us to actively respond to the coming waves of changes incurred by COVID-19 in our society as well as in the IT service industry.

• 농촌계획
• /
• 제26권4호
• /
• pp.27-39
• /
• 2020

With the COVID-19 pandemic, the global economy has stagnated and our daily lives have changed. The rural economy is also experiencing damage, such as an average of 65% or more decrease in the number of visitors to rural experience resort villages due to the spread of COVID-19. In order to minimize the damage arising from the prolonged coronavirus, a hospitality system in response to changes in rural tourism behavior and consumer demand is needed to revitalize rural areas and maintain continuous economic independence. Therefore, this study attempted to find ways to utilize landscape resources such as education, culture, history, and ecology in order to complement the existing experience programs in connection with local resources and local environment. Wibong Village, which is the subject of the study, attempted to revitalize the village using the resources through the "Creative village creation" project in 2015. Due to poor management of historical resources, difficulty in operating experience programs, and response to changes in the natural environment, the rate of implementation of the project plan was very low. Currently, the demand for experience is also decreasing due to the COVID-19 effect, so it was judged that it was necessary to develop an experience village program suitable for the needs of experienced visitors by discovering additional local resources for the continuous operation of the experience village. In order to solve the problem of the use of landscape resources and the spatial composition of the study site, additional investigations of local resources were made, and an experience program course that could be operated by theme was proposed by configuring a space suitable for the use of landscape resources. By dividing the additionally investigated landscape resources into history, ecology, and region, an experiential course was created to separate the traffic lines, and the space composition for large-scale experienced visitors that had been previously operated was constructed in a form suitable for the post-corona era. In addition, at least two experiential tour courses that can be operated by period were proposed to maintain economic effects. Starting with this study, if further research on the creation and spatial composition of a rural experience village centered on the connection with the region, it will be used as research results that can be referenced in projects such as village creation, rural space planning, and living area analysis. It is expected that it will be able to effectively cope with the construction of a rural area suitable for the post-corona era, where demand is expected to increase in the future.

• 한국콘텐츠학회논문지
• /
• 제21권7호
• /
• pp.181-193
• /
• 2021

COVID-19의 확산으로 인해 전세계적인 관광의 피해를 국내 시장도 피해갈 수 없었다. 이에 따라 국내의 지역 축제도 대부분이 취소 및 연기를 결정하며, 어려운 상황이 지속되고 있다. 문화 생활을 누릴 수 없는 소비자들 또한 마찬가지로 여행과 문화예술 향유에 대한 갈증이 심화되고 있는 상황이다. 하지만 본 상황은 지역 축제의 보존 가치 평가와 그에 대한 영향 요인을 연구함으로써 포스트 코로나 시대의 축제에 대한 단서를 확보하는 기회로도 활용될 수 있다. 따라서 본 연구는 현재 축제에 참여하지 못하고 있는 소비자들에게 COVID-19로 인한 재정적 어려움의 가상 상황을 제시하여 지역 축제 보존의 가치를 경제적으로 평가했다. 대구 치맥페스티벌을 대상으로 대구, 경북 지역민들의 가상상황에 대한 지불의사금액에 월수입에 대한 집단의 차이와 연령 및 지역의존도가 영향을 미쳤으며, 로지스틱 모형을 통해 지불의사금액을 추정한 결과, 절단 평균값이 16,909원으로 나타났으며, 총 편익은 93.76억원으로 추정되었다.

• 지능정보연구
• /
• 제29권4호
• /
• pp.185-205
• /
• 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.

• 한국빅데이터학회지
• /
• 제6권1호
• /
• pp.179-196
• /
• 2021

코로나19로 인한 언택트 문화의 확산으로 타인과 접촉을 최소화할 수 있는 차박 시장의 규모가 확대되고 있다. 이에 차박캠핑에 용이한 SUV의 경우 승용 세단 판매량을 넘어섰고, 레저용 차량(RV)의 판매량은 작년 동기 대비 101% 증가하였다. 이러한 폭발적인 차박 수요의 증가에도 불구하고 차박 관련 연구는 저조하다. 이에 본 연구에서는 차박 이용자 중심의 연구를 진행하고자 하였다. 네이버 대표 차박 카페를 조사한 결과, 여러 장소의 차박지가 하나로 정리되어있는 글이나 지도, 웹사이트는 찾기 어려웠다. 또한, 기존의 캠핑 웹사이트들을 분석한 결과, 대부분 캠핑장소에 대한 정보만을 게시하고 있어 차박지의 자세한 정보를 알 수 없었다. 이에 더하여 관련 선행연구와 문헌조사를 통해 도출한 설문조사에 따르면 차박지내 쓰레기 무단 투기 문제에 대한 해결방안을 촉구하는 의견이 다수였다. 또한, 이용자들은 차박지 근처 편의시설 정보를 제공받고자 하였다. 따라서 차박지의 기본정보와 차박지 근처 편의시설 정보를 제공하는 차박 캠핑 웹사이트를 구축하고자 하였으며, 클린캠핑 인증 기능을 제공하여 차박지 쓰레기 무단투기 문제를 해결하고자 하였다. 더 나아가, 주요 웹사이트 기능인 클린캠핑 인증을 발전시켜 비즈니스 모델을 고안하였다. 비즈니스 모델은 차박 이용자들이 클린캠핑 인증 절차를 거쳐 보상을 받는 구조로 설계하였다. 클린캠핑 인증에 대한 보상은 국내 자동차 회사, 한국관광공사, 소상공인시장진흥공단과의 제휴를 통해 제공될 수 있도록 제안하였다.