• Title/Summary/Keyword: 비대면 경제

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LSTM-based Prediction Performance of COVID-19 Fear Index on Stock Prices: Untact Stocks versus Contact Stocks (LSTM 기반 COVID-19 공포지수의 주가 예측 성과: 언택트 주식과 콘택트 주식)

  • Kim, Sun Woong
    • The Journal of the Korea Contents Association
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    • v.22 no.8
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    • pp.329-338
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    • 2022
  • As the non-face-to-face economic situation developed due to the COVID-19 pandemic, untact stock groups appeared in the stock market. This study proposed the Korea COVID-19 fear index following the spread of infectious diseases in the COVID-19 pandemic situation and analyzed the influence on the untact stock and contact stock returns. The results of the empirical analysis are as follows. First, as a result of the Granger causality analysis using the Korea COVID-19 fear index, significant causality was found in the return of contact stocks such as Korean Air, Hana Tour, CJ CGV, and Paradise. Second, as a result of stock price prediction based on the LSTM model, Kakao, Korean Air, and Naver's prediction performance was high. Third, the investment performances of the Alexander filter entry rule using the predicted stock price were high in Naver futures and Kakao futures. This study can find a difference from previous studies in that it analyzed the influence of the spread of the COVID-19 pandemic on untact and contact stocks in the COVID-19 situation where the non-face-to-face economy is in full swing.

소상공인의 사업 역량과 디지털 역량이 경제활동 지속 의도에 미치는 영향: 1인 미디어 교육참여도의 조절효과

  • 박정옥;하규수
    • 한국벤처창업학회:학술대회논문집
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    • 2023.04a
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    • pp.15-19
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    • 2023
  • 2022년 7월에 열린 'ON미래, 산업디지털전환 국회 포럼' 에서는 기업과 기업의 데이터들이 연결되고 산업에 활용 가능한 환경조성이 필요하며 이러한 데이터 생태계를 위한 거래 활성화로 비즈니스 모델 창출이 중요한 이슈로 떠올랐다. 소상공인시장진흥공단은 소상공인 디지털 특성화대학을 열고 소상공인 디지털 역량 강화를 위해 전국의 10개 대학과 연계하였다. 4차 산업혁명의 진전과 코로나19 팬데믹의 영향으로 인한 비대면 문화의 확산 등과 이에 따른 소상공인의 디지털역량이 사업을 영위하는데 중요한 이슈로 등장한 것이다. 본 연구는 소상공인의 사업 역량과 디지털 역량이 경제활동 지속 의도에 미치는 영향관계를 실증 분석하기 위하여 이루어졌다. 이를 위해 사업 역량을 세분화해서 소상공인의 업종 전문성, 고객관리 전문성으로 나누었다. 디지털 역량은 SNS 활동성, ICT 사용 용이성, ICT 사업 활용성으로 세분화하였다. 이들 요인들이 경제활동 지속 의도에 영향을 미침에 있어서 1인 미디어 교육참여도에 따라 어떻게 달라지는지를 동시에 살펴보았다. 이를 실증 분석하기 위해 1인 미디어 교육을 받은 사람을 대상으로 온라인 설문을 조사하고자 하며 디지털 역량의 중요성이 증대되는 시점에서 소상공인에 있어서도 이러한 역량이 경제활동 지속 의도에 영향을 미치는지 실증적으로 분석하는 측면에서 의의가 있다.

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Development of 'Metaverse' XR service using virtual reality (가상현실을 활용한 축제 '메타버스' XR서비스 개발)

  • Sung, Seungmin;Kim, Ki-hyeop;Kim, Young-jin;Lee, HyunWoo;Lee, Byung-kwon
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2021.07a
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    • pp.633-635
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    • 2021
  • 현재 코로나 19로 인한 각종 지역특산품 축제가 축소 및 취소되어 지역발전에 저해 요인을 해결할 대책이 필요하다. 기존 특산품 축제의 문제점은 상품 품질의 우수성은 있지만, 접근성에 어려움이 있고 지속적인 정부의 방역지침으로 대면이 필수적인 특산품 경제에 타격을 입는다. 본 논문에서는 해당 문제를 해결하기 위해 비대면 메타버스형 VR 기술을 접목한 지역경제 및 관광 활성화를 제안한다. 해당 솔루션은 포톤서버를 활용한 실감형 체험 및 멀티접속을 구현하고 VR-Chatting 기술을 활용하여 대화로 시장 상품을 의견조율 가능한 시스템을 구현하였으며, 3D 아바타 모델링 기술을 활용해 지역별 특성화 캐릭터 제작 및 지역특산품 홍보로 기존 특산품 축제의 문제점을 해결하는 솔루션을 제안한다.

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Church Education in the COVID-19 Era (포스트 코로나 시대의 교회교육)

  • Yu, Jae Deog
    • Journal of Christian Education in Korea
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    • v.63
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    • pp.13-37
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    • 2020
  • The World Health Organisation(WHO), paying attention to the spread and fatality of the coronavirus(COVID-19), which first occurred in Wuhan, China, declared a global emergency. Although many countries implement strict measures to slow down the spread, WHO officially declared a pandemic. COVID-19 has sparked fears of an impending economic crisis and recession. Due to the economic crisis caused by social distancing, self-isolation and travel restrictions, the collapse of the world economic system centered on free trade and the decline of globalization are mentioned. Political leadership that has not responded properly to the pandemic is challenged, and nearly all of society is rapidly changing to a non-contact and immobile culture. COVID-19 has seriously affected all levels of the education system, from preschool to tertiary education. The so-called old concept of deschooling is realizing in the field of education through digital media paradoxically. Church education is facing a serious crisis as well. Churches are seeking now a new normal that includes theological reflection on the pandemic, online worship, education, and non-face-to-face ministry to overcome the worst unexpected crisis. In the post-corona era, church education must actively seek alternatives in response to rapidly changing surrounding conditions and reconstruct educational philosophy(theology) that focuses on Christian values. In addition, it is necessary to start operating a mobile(or online) church school that combines offline and online. It is necessary to introduce 'Blended Learning' method that combines non-face-to-face and face-to-face learning, and by combining church school and homeschooling, churches and families need to share the responsibility of education in faith.

농업 정보화에 대한 인식 변화 빅데이터 연구: 코로나19 확산의 농어촌 정보화 인식 변화에 대한 영향을 중심으로

  • Lim, Seon Yeong;Lee, Jongtae
    • Agribusiness and Information Management
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    • v.13 no.1
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    • pp.41-56
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    • 2021
  • This study aims to understand the IT savvy degree and the keyword changes on the informatization issues in rural areas during the pandemic status of COVID-19. In the analysis result, we could understand that the informatization policies in rural areas have focused on reducing negative influences on the issues of university entrance exams and higher-level education and economic vulnerabilities. According to the sentiment analysis results on the keywords related to the informatization policies in rural areas, the IT-savvy performance - the improvement of the digital divide and IT utilization capabilities in rural areas - was positively understood. The study is one of the earlier studies considering the relationship between the pandemic of COVID-19 and informatization in rural areas. But still there are limitations of collecting more meaningful data and basic level keywords analysis because of the negative pandemic diffusion of COVID-19.

An Analysis of Productivity and Efficiency in Indian Non-Life Insurance Companies: DEA-Based Approach (DEA를 이용한 인도 손해보험회사의 효율성 및 생산성 분석)

  • Seo, Daigyo;Kwon, Yongjae
    • Journal of the Korea Convergence Society
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    • v.13 no.3
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    • pp.217-225
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    • 2022
  • We analyzed efficiency and productivity of the Indian non-life insurance market affected by the COVID-19 pandemic from 2020. Using data envelopment analysis(DEA), we examined non-life insurance companies selling health insurance products in India from FY2013 to FY2019. We found the followings. First, average efficiency of the entire non-life insurance industry worsened in the beginning yet improved later. Second, analyzing the efficiency measures by group, we found that private insurance companies had the highest efficiency, followed by state-run insurance companies and pure health insurance companies. Third, average annual productivity growth rate of companies operating distance selling channels including telemarketing is higher than that of traditional face-to-face channels. During and after the COVID-19 pandemic, therefore, Indian non-life insurance companies should focus their resources and efforts on the development of distance selling channels when establishing business strategies. Besides, it would be interesting to extend our analysis to the post-coronavirus period and we leave this for future research.

Relations between College Life Stress and Life Satisfaction among Nursing Students That Had Non-Contact Online Courses (비대면 온라인 강의를 경험한 간호대학생의 대학생활스트레스와 삶의 만족과의 관계)

  • Kim, Jong-Im
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.5
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    • pp.361-370
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    • 2021
  • The purpose of this study was to identify the factors influencing college life stress and life satisfaction of nursing students. The subjects included nursing students from some select areas. The research was conducted in November and December 2020. The data of a total of 227 nursing students were analyzed using descriptive statistics, t-test, ANOVA, Pearson correlations, and stepwise multiple regression analysis. The findings show that college life stress, economic conditions, and interpersonal relationships had significant effects on life satisfaction of the nursing students with an explanatory power of 27.1%. The study examined life satisfaction based on general characteristics and found variations according to college life satisfaction (F=5.88, p=.003), grades (F=7.07, p=.001), interpersonal relationships (F=8.80, p=.000), and economic conditions (F=10.53, p=.000). There was a statistically significant negative correlation between their college life stress and life satisfaction (r=-.436, p<.001). To summarize, these findings raise a need to provide nursing students with a strategy to address economic issues by reducing their academic stress through an improved educational environment, help them keep positive interpersonal relationships through effective communication, and offer them active information such as counseling so that they can achieve life satisfaction.

농어촌 정보화의 포스트 코로나 대응 변화에 대한 사례 연구: 해외 농어촌 정보화 정책의 코로나19 시기 변화 방향을 중심으로

  • Lee, Jongtae
    • Agribusiness and Information Management
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    • v.13 no.1
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    • pp.26-40
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    • 2021
  • During the pandemic status of COVID-19 since 2019 December, demands and attention on various convergence services with non-contact technologies and social adoption are increasing. Along with these increased demands and attention, the digital divide issues should be concerned to understand the informatization degrees of rural area residences, the elderly, the disabled, and the low-income. Furthermore, rural area residences may be the elderly, the disabled, and the low-income also. It may mean that the rural area should be considered as in noticeable status of the digital divide. This study focuses on the policy alternatives to reduce the digital divide in rural areas with a literature review methodology and on the factors on informatization issues in rural areas. For the aims, this study analyzes the EU cases of informatization in rural areas to find out the advantages and disadvantages of the suggested policies. As the analysis result, it is clear that the EU countries try to enhance the economic and growth powers rather to reduce the digital divide gaps. Also, it can be considered that the EU countries focus on supporting the rural area to adopt the non-contact information services newly rather on maintaining the IT education services and the infrastructures in off-line environments.

A Study on the Benefits and Issues of 360-degree VR Performance Videos (360도 VR공연영상의 효과와 문제점 연구)

The Impact of COVID-19 Financial Support Policy and Entrepreneurship on Technological Innovation of SMEs : A Comparative Study on the Introduction of Smart Work (COVID-19 재정지원정책과 기업가정신이 중소기업혁신에 미치는 영향 : 스마트워크 도입 유무에 따른 비교 연구)

  • Jeon, Young-jun
    • Journal of Venture Innovation
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    • v.5 no.4
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    • pp.157-178
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    • 2022
  • The economy has deteriorated worldwide due to COVID-19, and the domestic economy has also been hit hard. Accordingly, the government implemented unprecedented financial support policies related to COVID-19 to solve the financial difficulties experienced by SMEs. In addition, as the spread of COVID-19 continued, the government implemented guidelines and measures along with recommendations for non-face-to-face contact. Organizations in the public and private sectors have introduced non-face-to-face work methods. Considering this situation, this study investigated the impact of COVID-19-related financial support policies on technological innovation of SMEs. External support is important for corporate innovation, but internal capabilities are also important. Therefore, the effect of entrepreneurship on product innovation was identified. In addition, as the non-face-to-face work method was activated, the effect of smart work was identified by comparing companies that introduced smart work and companies that did not. As a result of the analysis, entrepreneurship showed a positive (+) effect regardless of the introduction of smart work. Financial support policies related to COVID-19 were found to show mixed results according to the type of support.