• Journal of Technology Innovation
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• v.30 no.1
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• pp.1-20
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• 2022

Digital transformation refers to the economic and social effects of digitisation and digitalisation. Although digital transformation acts as a useful tool for economic/social development and enhancing the convenience of life, it can have negative effects (misuse of personal information, ethical problems, deepening social gaps, etc.). The government is actively establishing policies to promote digital transformation to secure competitiveness and technological hegemony, however, understanding of digital transformation-related risk issues and implementing policies to prevent them are relatively slow. Thus, this study systematically identifies risk issues of the future society that can be caused by digital transformation based on quantitative analysis of media articles big data through the Embedded Topic Modeling method. Specifically, first, detailed issues of negative effects of digital transformation in major countries were identified. Then detailed issues of negative effects of artificial intelligence in major countries and Korea were identified. Further, by synthesizing the results, future direction of the government's digital transformation policies for responding the negative effects was proposed. The policy implications are as follows. First, since the negative effects of digital transformation does not only affect technological fields but also affect the overall society, such as national security, social issues, and fairness issues. Therefore, the government should not only promote the positive functions of digital transformation, but also prepare policies to counter the negative functions of digital transformation. Second, the detailed issues of future social risks of digital transformation appear differently depending on contexts, so the government should establish a policy to respond to the negative effects of digital transformation in consideration of the national and social context. Third, the government should set a major direction for responding negative effects of digital transformation to minimize confusion among stakeholders, and prepare effective policy measures.

• Korean Journal of Agricultural and Forest Meteorology
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• v.14 no.1
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• pp.1-10
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• 2012

Digital Forecast of the Korea Meteorological Administration (KMA) represents 5 km gridded weather forecast over the Korean Peninsula and the surrounding oceanic regions in Korean territory. Digital Forecast provides 12 weather forecast elements such as three-hour interval temperature, sky condition, wind direction, wind speed, relative humidity, wave height, probability of precipitation, 12 hour accumulated rain and snow, as well as daily minimum and maximum temperatures. These forecast elements are updated every three-hour for the next 48 hours regularly. The objective of this study was to construct Forest Fire Danger Rating Systems on the Korean Peninsula (FFDRS_KORP) based on the daily weather index (DWI) and to improve the accuracy using the digital forecast data. We produced the thematic maps of temperature, humidity, and wind speed over the Korean Peninsula to analyze DWI. To calculate DWI of the Korean Peninsula it was applied forest fire occurrence probability model by logistic regression analysis, i.e. $[1+{\exp}\{-(2.494+(0.004{\times}T_{max})-(0.008{\times}EF))\}]^{-1}$. The result of verification test among the real-time observatory data, digital forecast and RDAPS data showed that predicting values of the digital forecast advanced more than those of RDAPS data. The results of the comparison with the average forest fire danger rating index (sampled at 233 administrative districts) and those with the digital weather showed higher relative accuracy than those with the RDAPS data. The coefficient of determination of forest fire danger rating was shown as $R^2$=0.854. There was a difference of 0.5 between the national mean fire danger rating index (70) with the application of the real-time observatory data and that with the digital forecast (70.5).

• Digital Contents
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• no.10 s.65
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• pp.23-34
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• 1998

IMF 시대로 접어들면서 금융권의 위험관리시스템이 국가적인 차원에서 중요한 이슈로 부각되고 있다. 지난해 12월 OECD는 가입국가들에게 위험 관리를 도입해야 한다는 조항을 발표하였고 얼마전 BIS 자기자본 비율 8%를 맞추기 위한 금융권 경영개선안에도 위험관리시스템 구축 조항이 포함되어 있었다. 이처럼 위험관리시스템은 은행권 생존을 위한 필수불가결한 지원 도구로 자리잡고 있다. 금융환경의 변화추이, 위험관리의 현황, 그리고 업체별 전략에 대해 살펴봤다.

• The Optical Journal
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• v.10 no.6 s.58
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• pp.94-100
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• 1998

• Journal of Digital Convergence
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• v.14 no.1
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• pp.363-370
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• 2016

The purpose of this study was to determine the influential factors associated with video display terminal (VDT) syndrome of male adolescents with digital device addition. The study design was cross-sectional descriptive survey. The study participants were 169 male middle school students in Seoul. A structured questionnaire was used for data collection and data were analyzed using the SPSS program. The factors most influential for the subjective symptoms of VDT were smartphone addiction, computer use time during the week, computer use environment. These factors accounted for 28.1% of the variance in subjective symptoms of VDT. In order to prevent the occurrence of VDT syndrome in students, we suggest to establish a preventive intervention against the digital addiction.

• Journal of Distribution Research
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• v.12 no.2
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• pp.1-22
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• 2007

The primary purpose of this research is to develop and test a model that explains the process of how In-store experiences (physical environmental quality, personal interaction, product experience) through perceived risks and brand attitude influence purchase intention. Perceived risks and brand attitude are proposed as mediators that make a significant impact on purchase intention. Through structural equation modeling using 235 consumers who visited the experience store in IT Industry, we find that In-store experiences influence perceived risks, brand attitude and then enhance purchase intention. Thus, IT companies should make every effort to create In-store value for visited consumers. Based on these results, managerial implications for experience store operation and marketing strategy are discussed. Finally, limitation for this research and further research issues are suggested.

• Journal of Industrial Convergence
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• v.21 no.1
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• pp.95-102
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• 2023

This study was to identify the factors affecting nurses' use intention of digital healthcare and the moderating effect of clinical career based on the UTAUT model. The items were composed by performance expectancy 3 items, facilitation condition 3tiems, and perceived risk 3 items. CFA was performed to verify the construct validity. As a results, average variance extracted (AVE) was .5 or higher, and construct reliability (CR) was .7 or higher. Model fit was confirmed as CMIN/df=1.797, GFI=.955, CFI=.979, TLI=.968, IFI=.979, and RMSEA=.063. The internal reliability was .93 for performance expectancy, .84 for facilitating conditions, and .64 for perceived risk. Performance expectancy, facilitating condition, and perceived risk had a significant effect on use intention, and clinical career showed a moderating effect(t=-2.159, p=.032). Therefore, in order to enhance the use intention of digital health care, performance expectancy, and facilitating conditions should be raised and perceived risk should be reduced.

• Journal of Digital Contents Society
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• v.10 no.2
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• pp.341-348
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• 2009

This paper analyzes the outcomes surveying 79 firms in Korea to investigate how Information Technology(IT) Outsourcing risk factors affects IT Outsourcing intention. Based on our literature reviews based on number of key articles, journals, and the focus group interviews, IT Outsourcing risk factor s are proposed into three different domains: Transaction, Client, Vendor perspectives. As the statistic al analysis, it found that the risk factors related on the client, vendor perspectives, is closely related to the IT Outsourcing intention of the Korean firms. So It will be desirable to prepare and resist the risk factors of clients of themselves and IT service vendor's for the adopting and enlarging the IT outsourcing implementation.

• Proceedings of the Korean Institute of Navigation and Port Research Conference
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• 2022.11a
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• pp.385-387
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• 2022

근래에 들어, ICT (Information and Communication Technologies) 기술을 비롯한 첨단 디지털 기술의 발전으로, 선박/해양 산업에서 운용되는 시스템들은 더욱 복잡하고 다양해지는 경향을 보이고 있으며, 첨단 시스템 운용의 증가는 기존에 경험하지 못한 새로운 위험에 대한 불안과 함께 더욱 체계적인 방식으로 이러한 위험을 분석 및 제어할 수 있도록 하기 위한 발전된 위험도평가 방법론 적용의 필요성을 야기하고 있다. 이 논문에서는 첨단 디지털 기술이 적용되는 자율운항선박에 대한 위험도평가 절차 및 방법론과 정성적 위험도평가(Qualitative Risk Assessment) 적용 사례를 소개하고자 한다. 자율운항선박의 정성적 위험도평가를 위하여 자율운항 시스템들이 탑재된 자율화 등급 3 수준의 가상 자율운항선박을 선정하고, 기존 유인선박의 운용에 필요한 다양한 기능들과 자율운항선박 운용에 필요한 기능들을 식별하여 비교분석 하였다. 또한, 자율운항선박의 운용에 필요한 다양한 기능들의 실패로 인하여 발생 가능한 위험시나리오들을 식별하고, 식별된 위험시나리오를 바탕으로 자율운항선박의 운용 안전성 향상을 위하여 추가 고려되어야 할 안전조치들을 식별하였다. 본 연구 결과는, 이후 연구 수행 계획인 자율운항선박에 대한 정량적 위험도평가 (Quantitative Risk Assessment) 방법론 개발을 위한 자료로 활용될 예정이다.

• Proceedings of the Korean Society of Disaster Information Conference
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• 2023.11a
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• pp.101-102
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• 2023

건설 현장에서 발생하는 사고가 전체 산업재해의 약 20~30%로 높은 비율을 보이고 있기 때문에, 위험성평가를 통해 위험을 감지하고 대책을 수립하는 것이 중요하다. 이 연구의 목적은 현장의 모든 관리자 및 근로자들이 참여하고 정보를 공유함으로써 근로자들의 안전한 작업환경을 조성하고, 건설현장 근로자의 안전의식과 안전문화를 형성하여 안전사고를 미연에 예방하기 위한 위험성평가 프레임워크 개발에 있다. 이를 통해 종합적인 안전관리를 실현하고, 안전한 작업환경을 조성하며, 근로자의 안전의식을 높이고 안전문화를 정착시키는 것이 주요 목적이다. 본 연구에서는 디지털 플랫폼을 활용하여 건설현장에 적합한 위험성평가 프레임워크를 개발하고자 한다. 이 프레임워크를 통해 안전한 작업환경을 조성하고, 건설현장 근로자의 안전의식과 안전문화를 형성하여 안전사고를 미연에 예방할 수 있다. 이러한 연구결과는 안전한 작업환경 조성과 안전사고 미연에 예방하는데 중요한 역할을 할 것으로 예측가능하다.