• The Journal of the Convergence on Culture Technology
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• v.6 no.4
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• pp.149-155
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• 2020

The purpose of this study is to find out the connection between the safety awareness of elder who lives alone and the residential environment, and to find and derive improvement measures to enhance safety awareness through the frequency and type of accidents of the elderly living alone between them. This study surveyed a total of 67 senior citizens living alone in Sujeong-gu, Seongnam-si with the help of 22 life-care workers. A survey was completed using a safety awareness diagnostic tool. As a result of analyzing the accident experiences of the elderly living alone according to the residential environment, there were significant differences in the type of accident and the location of the accident. In addition, through a survey on the safety consciousness of the elderly living alone, we newly found out that there is a significant relationship between the time out and safety consciousness.

• Journal of Korean Elementary Science Education
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• v.28 no.2
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• pp.161-177
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• 2009

This study aims to explore how teachers construct scientific explanation during instructional practices to help students' scientific inquiry. Before investigating teachers' classroom practices, elementary school science curriculum was examined to identify scientific concepts, particularly in earth science. Then, a total of six teachers' scientific explanation in actual teaching practices was analysed focusing on a) explanation of scientific concepts; b) rationale for scientific explanation; c) connection between scientific explanation and everyday explanation. The findings are as follows. First, the science curriculum provides $1{\sim}2$ main scientific concepts per unit, which are mostly appeared in the unit title. Those concepts and sub-concepts are not explicitly described but embedded in students' inquiry activities. Second, the teachers explain scientific concepts and discuss the rationale behind the scientific explanation, but rarely connect scientific explanation to everyday explanation. Also, the level of scientific explanations is low remaining level 1 or 2, not reaching 3, the highest level. Based on the results, the study suggests a) teachers need to provide explicit and clear explanations about scientific concepts; b) teachers are required to connect scientific explanation and everyday explanation; c) the level of teachers scientific explanation should be elevated by using an evidence, reasoning and claim, the components of scientific explanation as well as introducing new scientific concepts and inquiry activities.

• The Journal of Korean Obstetrics and Gynecology
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• v.34 no.4
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• pp.30-45
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• 2021

Objectives: This study was performed to investigate the effects of pregnancy-related four herbal medicines (Samul-tang, Onkyung-tang, Chokyungjongok-tang and Moutan Radicis Cortex) on the endometrial and placental cells. Methods: In this study, we examined viability and decidualization of telomerase immortalized human endometrial stromal cell lines (T-HESCs) and viability and invasion ability of human first trimester trophoblast cell lines Sw.71 by four herbal medicines (Samul-tang, Onkyung-tang, Chokyungjongok-tang and Moutan Radicis Cortex) Results: In the study, we showed that Samul-tang, Onkyung-tang, Chokyungjongok-tang increased decidualization marker prolactin (PRL) and insulin-like growth factor-binding protein 1 (IGFBP1) in T-HESCs. Moutan Radicis Cortex decreased the mRNA level of PRL and IGFBP1, and the protein level of PRL and IGFBP1 had no significant effect. Moreover, four herbal medicines reduced invasion ability of Sw.71 cells. Conclusions: These results suggest that Samul-tang, Onkyung-tang, and Chokyungjongok-tang have beneficial effects on successful embryo implantation and pregnancy maintenance by increasing decidualization markers such as PRL and IGFBP1. Moutan Radicis Cortex reduces the mRNA levels of PRL and IGFBP1, which may adversely affect pregnancy. Further investigations are needed to elucidate the significance of the decreased invasive ability of Sw.71 cells induced by four herbal medications.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.25 no.5
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• pp.731-740
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• 2021

This study applied LDA topic modeling analysis to collect and analyze news media big data related to face masks in the three waves of the COVID-19 pandemic in Korea. The results empirically show that media reports focused on mask production and distribution policies in the first wave and the mandatory mask wearing in the second wave. In contrast, more reports on trivial, gossipy events consist of the media coverage in the second and third waves. The findings imply that Korea's governmental interventions to address the shortage of face masks and to regulate mask wearing were successful relatively in a short time. In contrast, the study also reports that there may be relative less number of science-based news reports like the ones on the effectiveness of face masks or different levels of filter types. This study exemplifies how a big data analysis can be applied to evaluate and enhance public health communication.

• Journal of The Korean Society of Agricultural Engineers
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• v.64 no.1
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• pp.15-26
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• 2022

3D open-field farm model developed from UAV (Unmanned Aerial Vehicle) data could make crop monitoring easier, also could be an important dataset for various fields like remote sensing or precision agriculture. It is essential to separate crops from the non-crop area because labeling in a manual way is extremely laborious and not appropriate for continuous monitoring. We, therefore, made a 3D open-field farm model based on UAV images and developed a crop segmentation model using a supervised machine learning algorithm. We compared performances from various models using different data features like color or geographic coordinates, and two supervised learning algorithms which are SVM (Support Vector Machine) and KNN (K-Nearest Neighbors). The best approach was trained with 2-dimensional data, ExGR (Excess of Green minus Excess of Red) and z coordinate value, using KNN algorithm, whose accuracy, precision, recall, F1 score was 97.85, 96.51, 88.54, 92.35% respectively. Also, we compared our model performance with similar previous work. Our approach showed slightly better accuracy, and it detected the actual crop better than the previous approach, while it also classified actual non-crop points (e.g. weeds) as crops.

• Journal of The Korean Society of Agricultural Engineers
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• v.64 no.5
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• pp.67-77
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• 2022

Recently, the trend in structural analysis and design is moving towards the development of reliable system. The reliability-based method defines various limit states related to usability and failure, thereby enabling multiple levels of design according to the importance of a structure. Meanwhile, an actual structure is composed of a set of several elements, and particularly, a frame type is composed of a system in which the members are connected each other. At this time, the actual connection between members is in a semi-rigid condition, not in complete rigid or hinged. This semi-rigid is found in several structures, especially in agricultural facilities designed with lightweight materials. In this study, a system reliability analysis technique for frame structure was established, and applied to an analysis of the semi-rigid connection. Various conditions of correlation were applied to reflect the connectivity between members, and through this, the limitations of existing structural analysis method and the behavioral characteristics of structure were analyzed. The failure probability of the frame member component and the overall structure system was significantly different in consideration of the semi-rigid connection. In addition, it was evaluated that the behavior of structure can be more accurately analyzed if the correlation according to the position of members in a system is further investigated.

• The Journal of Korean Obstetrics and Gynecology
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• v.34 no.3
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• pp.1-14
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• 2021

Methods: We investigated the ability to induce decidualization of human endometrial stromal cells and invasive ability of human trophoblast cells by water extract of three types herbal medicines (Dangguijakyak-san, Siryung-tang, Antae-eum) and ethanol extract on Scutellariae Radix. Results: In the process of decidualization of endometrial stromal cells, three herbal medicines including Dangguijakyak-san, Siryung-tang, and Scutellariae Radix increased the production of decidual markers such as prolactin (PRL) and insulin-like growth factor-binding protein 1 (IGFBP1). However, Antae-eum increased mRNA levels of PRL and IGFBP and secretion of IGFBP in decidual stromal cells, but not PRL. Four herbal medicines inhibited the invasion of trophoblast cells. Conclusions: Four herbal medicines may play a role in implantation in women with reproductive failures. However, further studies are warranted to elucidate whether these medications are helpful in the maintenance of pregnancy.

• Journal of The Korean Society of Agricultural Engineers
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• v.64 no.6
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• pp.35-41
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• 2022

Heavy snow damage can be prevented in advance with an appropriate security system. To develop the security system, we developed a model that predicts snow depth after a few hours when the snow depth is observed, and utilized it to calculate a failure probability with various types of greenhouses and observed snow depth data. We compared the Markov chain model and Bayesian long short-term memory models with varying input data. Markov chain model showed the worst performance, and the models that used only past snow depth data outperformed the models that used other weather data with snow depth (temperature, humidity, wind speed). Also, the models that utilized 1-hour past data outperformed the models that utilized 3-hour data and 6-hour data. Finally, the Bayesian LSTM model that uses 1-hour snow depth data was selected to predict snow depth. We compared the selected model and the shifting method, which uses present data as future data without prediction, and the model outperformed the shifting method when predicting data after 11-24 hours.

• The Journal of the Convergence on Culture Technology
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• v.7 no.4
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• pp.163-170
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• 2021

The purpose of this study is to identify the harmful factors of teacher's job stress and occupational-related musculoskeletal diseases, and to investigate according to job types to seek solutions and improvement measures for removing harmful factors. A total of 168 elementary and high school teachers in Seoul were surveyed. As a result, the average RULA score of the teacher was 4.2 points, and the average RULA score of the teacher who did not complain of musculoskeletal diseases was 4.3 points. In addition, the average job stress score of the teacher was 58.9 points, and the stress score by factor was in the order of student guidance, work burden, loss of authority, organizational structure and curriculum, treatment and welfare, human relations. As a result of analyzing the teacher's RULA score and job stress, it was possible to derive a correlation between musculoskeletal disorders and job stress caused by occupation.

• The Journal of the Convergence on Culture Technology
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• v.8 no.5
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• pp.235-240
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• 2022

Donggang Su-ho Jo(1924-2016, hereinafter referred to as "Donggang") was a calligrapher and literarti painter who was active in recent times. When he survived, he was called the first teacher respected by all in the field of world calligraphy. His perception of beauty is due to the art view embodied by human instinct. In particular, he considered writing and painting as art of contact(接), which means connecting. Therefore, the meaning of contact(接), is recognized as a kiss between men and women or love affair(雲雨之情). In this way, his literarti painting originated from a wide range of concerns and quests for art. He recognized the principle of art creation from a universal and general perspective on beauty. Based on this, the significance of true artistic spirit and art philosophy was established. If you observe the literarti painting of the Donggang with bamboo's literati painting and orchid's literiti painting, his bamboo's literati painting has the aesthetics of lusterless(無潤), and difficulty obscurity(苦澁). His orchid's literati painting is appreciated refinement(雅) and harmony(韻) made vulgar appearance(俗). His character and scolarship became his literarti painting.