• Proceedings of the Korea Information Processing Society Conference
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• 2019.10a
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• pp.602-604
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• 2019

최근, 데이터가 새로운 기회이자 도전의 기반으로 인식됨에 따라 공공정책 및 정부의사결정에도 데이터를 기반으로 하는 체계적인 접근의 필요성이 증대되고 있다. 다양한 나라에서는 위기에 대응하기 위한 체계적인 정책과 근거 있는 미래전략을 수립하는데 빅데이터를 수집 및 분석하여 이를 적극 활용 하고있다. 본 논문에서는 대표적인 선진국인 싱가포르, 영국, 네덜란드 3국을 중심으로 수집된 데이터를 기반으로 미래 정책 예측하기 위한 호라이즌 스캐닝을 설명하고 이를 정책 수립에 활용한 사례를 비교하고자 한다.

• The Journal of Korea Institute of Information, Electronics, and Communication Technology
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• v.16 no.2
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• pp.87-96
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• 2023

Recently, research on predicting the treatment results of diseases using deep learning technology is also active in the medical community. However, small patient data and specific deep learning algorithms were selected and utilized, and research was conducted to show meaningful results under specific conditions. In this study, in order to generalize the research results, patients were further expanded and subdivided to derive the results of a study predicting mortality after lung cancer diagnosis for men and women in their 80s, 90s, and 100s. Using AutoML, which provides large-scale medical information and various deep learning algorithms from the Health Insurance Review and Assessment Service, five algorithms such as Decision Tree, Random Forest, Gradient Boosting, XGBoost, and Logistic Registration were created to predict mortality rates for 84 months after lung cancer diagnosis. As a result of the study, men in their 80s and 90s had a higher mortality prediction rate than women, and women in their 100s had a higher mortality prediction rate than men. And the factor that has the greatest influence on the mortality rate was analyzed as the treatment period.

• STI Policy Review
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• v.1 no.2
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• pp.1-18
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• 2010

The development and maintenance of human capacity in economies is critical to long term competitiveness, but also for the overall health and environment of regions. Yet, human science and technology-based capacity is multidimensional and has interrelated characteristics which present certain policy challenges. This paper addresses a range of issues specific to a discussion on human capacity in S&T. First, the paper emphasizes the importance of acknowledging the complexity of human capacity issues and how they evolve along the STEM (science, technology, engineering, and mathematics) pipeline. The pipeline is an often used reference to describe the training and development in STEM disciplines, from early childhood education, to more advanced training, and finally to professional collaboration and interaction and serves as a useful organizing framework for the discussion of capacity along the career evolution process. Second, the paper offers an organizing framework for discussion of policy mechanisms that have been developed to address issues and gaps that occur along this STEM pipeline. Specifically, it contrasts the traditional mechanisms of building human capacity in STEM areas with newer "gap filling" and integrated approached to addressed human capacity disparities and priorities. Third, the paper addresses core challenges in human capacity in STEM, including the education and training, participation of women and underrepresented groups, brain drain/brain circulation issues, and the globalization of science. The paper concludes with a discussion of policy implication for the development of human capacity.

• The Research Journal of the Costume Culture
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• v.17 no.3
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• pp.512-522
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• 2009

The purpose of this study is to analyze IT infrastructure of Korean apparel industry in order to enhance business effectiveness and customer's satisfaction in information society with global networks. For this study, the questionnaires were distributed to 57 apparel industries in Korea. The data were analyzed by factor analysis, descriptive statistics, Cronbach's alpha coefficient, multi regression analysis. The results of this study are as follow: First, Considering the apparel industry, construction of information system is essential for assistance of information policy and utilization of information. Understanding of e-business policy affects profits of suppliers. Second, Apparel industry with higher information policy has higher productivity with flexibility. Third, Apparel industry which has close relationship with suppliers has better customer support. Flexible scheduling and production line are important factors for quick response of customer's order and need.

• Journal of Digital Convergence
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• v.17 no.12
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• pp.13-22
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• 2019

The purpose of this study is to examine the effects of child interaction, marital conflict and social support on the career-interrupted women's parenting stress and to investigate the mediating effects of marital conflict between child interaction and parenting stress. The data of 8th Panel Study on Korean Children was used for this, and it was conducted descriptive statistics, correlation analysis, and multiple regression analysis on the data of 868 career-interrupted women. According to the analysis, the factors affecting career-interrupted women's parenting stress are the child interaction, marital conflict, and social support, and it showed 32.3% of explanatory power and the influence of marital conflict was the highest. It was also found that marital conflicts were partially mediated in the relation with the child interaction and parenting stress. Based on this, this study suggests the policy and practical measures to prevent and reduce their parenting stress in view of supporting the career-interrupted women's reentry of labor market in the era of work-family balance.

• Journal of Fashion Business
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• v.9 no.3
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• pp.125-133
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• 2005

The purpose at this study was to examine and understand shopping behaviors and body image among Korean females in U.S. Subjects for this research were 20 Korean housewives. They were interviewed for this study using an interview schedule. As a result, most at the subjects have enjoyed shopping in U.S. stores. They showed that they go shopping more often in U.S. than in Korea due to more time to shop. They considered refund policy and kind salespersons as th positive characteristics in U.S. stores, while they complained about size, quality, and style in even their favorite stores. Also, subjects tend to be dissatisfied with their bodies. Compared to how they feel in Korea, they especially feel lower body image and lower self-esteem in the U.S. Ninety percent of subjects considered their body affected their shopping behaviors. To compensate how they felt about their bodies, they responded that they limit or change clothing styles or colors when they shopped. Based on these results, socio-cultural body image regarding ideal beauty and shopping behavior would be discussed.

• Journal of Families and Better Life
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• v.32 no.6
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• pp.89-107
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• 2014

This study analyzes how governmental financial support of child care affects the participation of married women in the labor market in Korea. This dynamic analysis used data gathered over four years via the fifth to the eighth Korea Welfare Panel Studies (KWPS). The major results are as follows. First, child care allowance has a negative effect on the participation of married women in the labour market. Providing cash for child care seems to decrease women's labour market participation by cementing the role of women as the primary child care providers in the household. Second, the support for families, used by child care facilities, is found to increase the probability of married women working either part-time or full-time, thereby decreasing the burden on household budgets caused by child care costs. In conclusion, governmental policy-based child care benefits, used by child care centers, should be continued so that married women may participate in the labour market while raising their children.

• The Journal of the Institute of Internet, Broadcasting and Communication
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• v.16 no.4
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• pp.181-187
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• 2016

In this paper, we develop the Women's Information and Communications Technology Development Index (WIDI) framework for the Association of Southeast Asian Nations (ASEAN) Member States. While there are a number of global ICT indices, there are no standard global data metrics for ICT gender-related statistics in developing countries. Therefore, this research has been conducted by the Asia Pacific Women's Information. This study referenced some of the major global ICT indices and created a framework that used their basic structure and included the various measurement factors such as socio-cultural factors element and ICT policy for woman. The WIDI framework is supported by a back-end survey that was designed by the research team and reviewed by ASEAN taskforce members. Through WIDI, we can compare ICT development status and gender information gap and measure the national information gap. By presenting the basis for policy decisions on eliminating gender disparitie can help improve the social status of women.

• Journal of Family Resource Management and Policy Review
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• v.11 no.1
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• pp.53-63
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• 2007

This study analyzes the contents of low birthrate measures by the government and their effectiveness. The discussion on the measures being promoted by the government is conducted by considering the analysis on the cause of low birthrates, introduction of overseas policies and government policy propositions, etc. The evaluation on effectiveness is conducted by considering the recognition of the policies by women who are the subject of childbirth and preceding studies. Low birth rates are not the problem of an individual anymore, but a task that the whole of society has to resolve. The comprehensive measures should be made including the elements that influence birth rate such as reducing the cost of raising a child, creating a favorable environment in society and worksite, and improving the nurturing environment, etc.

• Korean Journal of Human Ecology
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• v.13 no.4
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• pp.555-568
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• 2004

The current national pension system tends to be sexually discriminatory in that it excludes elderly women. It is because the system is based on family incomes usually earned by men. Considering structural changes in a family - for example, a growing divorce rate, an increasing number of unmarried couples living together, and broken families - and socio-economic changes - such as an improved level of women's education and more female participation in economic activities, this paper will make some suggestions as follows: 1) to introduce basic pension system which guarantees incomes for the elderly with "one pension per person" policy; 2) to enlarge voluntary enrollment; 3) to implement pension credit system which pays women allowances for childbirth and upbringing; 4) to improve ways of allotting retirement pension of a husband; also to provide for an elderly woman both divided pension that derives from her husband's pension and an old-age pension of her own.