• KIPS Transactions on Software and Data Engineering
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• v.10 no.7
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• pp.263-270
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• 2021

Reinforcement learning(RL) is the method to find an optimal policy through training. and it is one of popular methods for solving lifesaving and disaster response problems effectively. However, the conventional reinforcement learning method for disaster response utilizes either simple environment such as. grid and graph or a self-developed environment that are hard to verify the practical effectiveness. In this paper, we propose the design of a disaster response RL environment which utilizes the detailed property information of the disaster simulation in order to utilize the reinforcement learning method in the real world. For the RL environment, we design and build the reinforcement learning communication as well as the interface between the RL agent and the disaster simulation. Also, we apply the dimension reduction method for converting non-image feature vectors into image format which is effectively utilized with convolution layer to utilize the high-dimensional and detailed property of the disaster simulation. To verify the effectiveness of our proposed method, we conducted empirical evaluations and it shows that our proposed method outperformed conventional methods in the building fire damage.

• Korean Journal of Materials Research
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• v.29 no.3
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• pp.196-203
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• 2019

We report on the fabrication and characterization of an oxide photoanode with a zinc oxide (ZnO) nanorod array embedded in cuprous oxide ($Cu_2O$) thin film, namely a $ZnO/Cu_2O$ oxide p-n heterostructure photoanode, for enhanced efficiency of visible light driven photoelectrochemical (PEC) water splitting. A vertically oriented n-type ZnO nanorod array is first prepared on an indium-tin-oxide-coated glass substrate via a seed-mediated hydrothermal synthesis method and then a p-type $Cu_2O$ thin film is directly electrodeposited onto the vertically oriented ZnO nanorod array to form an oxide p-n heterostructure. The introduction of $Cu_2O$ layer produces a noticeable enhancement in the visible light absorption. From the observed PEC current density versus voltage (J-V) behavior under visible light illumination, the photoconversion efficiency of this $ZnO/Cu_2O$ p-n heterostructure photoanode is found to reach 0.39 %, which is seven times that of a pristine ZnO nanorod photoanode. In particular, a significant PEC performance is observed even at an applied bias of 0 V vs $Hg/Hg_2Cl_2$, which makes the device self-powered. The observed improvement in the PEC performance is attributed to some synergistic effect of the p-n bilayer heterostructure on the formation of a built-in potential including the light absorption and separation processes of photoinduced charge carriers, which provides a new avenue for preparing efficient photoanodes for PEC water splitting.

• Journal of the Korea Convergence Society
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• v.9 no.12
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• pp.459-466
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• 2018

This study investigated a systematic literature review on local and international literatures focusing on Participatory Action Research(PAR), Community Based Participatory Research(CBPR) in workplace and community. Eighty percent of the 10 studies reviewed included research involving health professionals, community networks, workers, and university researchers. Health promotion programs varied from health and safety awareness, smoking cessation, diabetes management, physical activity, self-efficacy enhancement, cardiovascular disease, musculoskeletal disorders and mental health. PAR, CBPR are required to participate actively in research through community collaboration to promote health. We can solve problems at the community level. And identified sustainable effects when developing and implementing a health promotion program. PAR and CBPR are expected to continuously pursue change by adjusting the scope of individuals, organizations, communities, and institutional dimensions. They are also expected to be implemented for workers in the various workplace.

• Journal of the Korean society of biological therapies in psychiatry
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• v.24 no.3
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• pp.173-183
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• 2018

Objectives : The aim of study was to estimate the prevalence of poor sleep quality and depressive symptoms as well as to examine the moderating effect of positive psychology on the relationship between poor sleep quality and depressive symptoms among Korean university students. Methods : A total of 2,338(1,071 male and 1,267 female) university students at seven universities of four cities in Korea were randomly selected to participate in a survey. Data were collected by self-report questionnaires, including Pittsburgh Sleep Quality Index(PSQI), Beck Depression Inventory(BDI), Satisfaction with Life Scale(SWLS), Positive Psychotherapy Inventory(PPTI), and sociodemographic characteristics. Results : The prevalence was 44.8% for poor sleep quality and 14.4% for depressive symptoms among Korean university students. By moderated regression analysis, the results showed that poor sleep quality(${\beta}=0.453$, p<0.001) aggravated depressive symptoms of university students, and life satisfaction(${\beta}=-0.087$, p<0.001) and happiness(${\beta}=-0.145$, p<0.001) respectively buffered the negative effect of the poor sleep quality on depressive symptoms. Conclusion : This study showed very high prevalence of poor sleep quality and depressive symptoms among Korean university students. Overall, these findings demonstrates that positive psychology can be effective in the enhancement of subjective and psychological well-being and may help to reduce depressive symptom levels. In the context of public health, positive psychology can be used as preventive, easily accessible and non-stigmatizing tools.

• Journal of IKEEE
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• v.23 no.3
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• pp.917-924
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• 2019

This paper presents a wideband low noise amplifier (LNA) that is suitable for LTE-Advanced and 5G communication standards employing carrier aggregation (CA). The proposed LNA encompasses a common input stage and a dual output second stage with a buffer at each distinct output. This architecture is targeted to operate in both intra-band (contiguous and non-contiguous) and inter-band CA. In the proposed design, the input and second stages employ a gm enhancement with resistive feedback technique to achieve self-biasing, enhanced gain, wide bandwidth as well as reduced noise figure of the proposed LNA. An up/down power controller controls the single input single out (SISO) and single input multiple outputs (SIMO) modes of operation for inter-band and intra-band operations. The proposed LNA is designed with a 45nm CMOS technology. For SISO mode of operation, the LNA operates from 0.52GHz to 4.29GHz with a maximum power gain of 17.77dB, 2.88dB minimum noise figure and input (output) matching performance better than -10dB. For SIMO mode of operation, the proposed LNA operates from 0.52GHz to 4.44GHz with a maximum voltage gain of 18.30dB, a minimum noise figure of 2.82dB with equally good matching performance. An $IIP_3$ value of -6.7dBm is achieved in both SISO and SIMO operations. with a maximum current of 42mA consumed (LNA+buffer in SIMO operation) from a 1.2V supply.

• Journal of the Society of Disaster Information
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• v.14 no.4
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• pp.510-518
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• 2018

Purpose: The objective of this research is to analyze the effects of industrial complex sites to manufacturing business of South Korea. Method: This research first investigates previous relative studies for employment factors of industrial complex sites. Second, this research identifies employment decision factors of industrial complex sites by applying the two-stage ordinary least squares method to the Korea Industrial Complex Directory and the census data on establishments published by the Statistics Korea. Third, this research provides findings and policy recommendations based on study results. Results: The number of major companies, production quantity, and diversity of manufacturing have positive impacts to employment of industrial complex. The ratio of foreign workers, the number of universities and colleges, and the fiscal self-reliance ratio are also important to employment of industrial complex. Conclusion: The employment enhancement policy of industrial complex should consider regional characteristics as well as infrastructure of industrial complex.

• Journal of the Korea Society of Computer and Information
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• v.26 no.9
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• pp.167-180
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• 2021

Since the mid-1990s, small and medium distribution and retail businesses have been experiencing difficulties due to the active entry of domestic and foreign distribution companies into the distribution industry. Accordingly, in 2003, the government established a small and medium distribution logistics center to secure self-sustainability and strengthen the competitiveness of small and medium distribution and retail businesses. However, in the rapidly changing distribution environment, small and medium distribution logistics centers were becoming increasingly difficult. To strengthen the management capabilities of small and medium distribution logistics centers, 4 primary factors (management operational ability, employee professional competency enhancement, product delivery, customer CS management) and 16 secondary factors were established based on literature research and FGI. We intend to derive the final weight and priority of these factors using AHP, and establish strategies to strengthen the competitiveness of small and medium distribution logistics centers.

• Korean Journal of Community Nutrition
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• v.26 no.4
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• pp.259-269
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• 2021

Objectives: This study aimed to investigate the changes in the eating habits and lifestyle of middle-aged women in Gwangju during the COVID-19 pandemic. Methods: A total of 428 middle-aged women aged between 40 and 60 participated in a survey relating to general information, food and lifestyle, health functional food, and menopausal symptoms. The correlation between the variables was analyzed. Results: In the positive habits, the intake of nutritional supplements for immunity enhancement increased the most, followed by the use of media to learn healthy eating tips, and diets including healthy food. Negative habits increased in the order of frequency of taking delivery orders, levels of stress or anxiety, and time spent sitting or watching movies. In the case of recommended foods, the intake increased the most in the order of eggs, fruits, vegetables, milk/dairy products, and seaweed. Non-recommended foods increased in the order of meat, bread, rice, and noodles. The awareness of health functional foods was in the increasing order of interest, knowledge, consumption experience, and purchase amount. The type of health functional food intake was in the increasing order of probiotics, multivitamin and mineral supplements, vitamin C, collagen, and omega-3. Menopausal symptoms were in the increasing order of bone and joint pain, poor sleep quality, emotional ups and downs, loneliness, and feeling of emptiness. In the correlation of major variables, positive habits showed a significant positive correlation with recommended food intake and the recognition of health functional foods. Negative habits showed a significant positive correlation with non-recommended food intake and a significant positive correlation with menopausal symptoms. Recommended food intake showed a significant positive correlation with health functional food recognition and intake and menopausal symptoms. Conclusions: This study suggests that it is necessary to establish social measures to reduce the negative effects of the COVID-19 pandemic on middle-aged women and to ensure effective self-management through a healthy lifestyle since the pandemic has a long-term impact.

• Journal of the Korean Dietetic Association
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• v.27 no.4
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• pp.209-231
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• 2021

The purpose of this study was to compare differences between essential tasks and delegable tasks among public kindergarten dietitians. A survey study was conducted through a self-administered online method from November 18 to December 28, 2019. The survey consisted of essential tasks and delegable tasks, including 6 Duties, 25 Tasks, and 94 Task Elements. The survey was distributed to a sample of 500 kindergartens in Korea, after excluding incomplete surveys and outliers, and a total of 224 responses were used for the analysis. Descriptive statistics were used to compare essential tasks and delegable tasks. The results show that 'Duty A. Nutrition Management', 'Duty B. Foodservice Management Practices', 'Duty C. Hygiene management of kindergarten foodservice', 'Duty D. Nutrition-Diet Education and counseling', and 'Duty F. Professionalism Enhancement' were recognized as essential tasks to be performed by kindergarten dietitians. All 16 tasks elements (100.0%) in 'Duty E. Managing snacks during semesters, and lunch/snack during breaks' were identified as delegable tasks. In conclusion, most tasks were recognized as essential tasks to be performed by kindergarten dietitians. On the other hand, 'Duty E. Managing Snacks during semesters, and lunch/snack during breaks' was considered a delegable task by public-attached kindergarten dietitians. It is recommended that public-attached kindergartens should consider additional workforce related to 'Duty E'. This study is expected to offer basic data on laws and regulations about the duties of kindergarten dietitians.

• Journal of the Korea Convergence Society
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• v.12 no.9
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• pp.251-259
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• 2021

The aim of this study was to investigate the relationship between compassion fatigue, compassion satisfaction, spirituality and quality of life in nursing students with clinical practice. Participants were 172 fourth-year nursing students who were recruited from 3 universities. Data were collected using self-reported questionnaires from November 7 to December 11 in 2020. The results show that burnout was negatively correlated with quality of life and compassion satisfaction was positively correlated with quality of life. In addition, spirituality was negatively correlated with burnout and was positively correlated with compassion satisfaction. In order to improve the quality of life of nursing students, it is necessary to develop and apply a spirituality promotion strategy that can control compassion fatigue and compassion satisfaction along with the enhancement of compassion competency in the undergraduate course