• Journal of radiological science and technology
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• v.43 no.6
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• pp.495-502
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• 2020

In this study, the prevalence of osteoporosis was predicted based on 10 independent variables such as age, weight, and alcohol consumption and 4 tree-based machine-learning models, and the performance of each model was compared. Also the model with the highest performance was used to check the performance by clearing the independent variable, and Area Under Curve(ACU) was utilized to evaluate the performance of the model. The ACU for each model was Decision tree 0.663, Random forest 0.704, GBM 0.702, and XGBoost 0.710 and the importance of the variable was shown in the order of age, weight, and family history. As a result of using XGBoost, the highest performance model and clearing independent variables, the ACU shows the best performance of 0.750 with 7 independent variables. This data suggests that this method be applied to predict osteoporosis, but also other various diseases. In addition, it is expected to be used as basic data for big data research in the health care field.

• Journal of Korean Public Health Nursing
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• v.36 no.2
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• pp.157-169
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• 2022

Purpose: This study aimed to implement a model for predicting the presence or absence of suicidal ideation in adolescents by using the decision tree analysis method. Methods: This study is a secondary data analysis using the 2019 Child and Adolescent Human Rights Survey, the most recent data published by the Korea Youth Policy Institute. In order to identify the variables predicting suicidal ideation, a decision tree analysis with suicidal ideation as a dependent variable was performed. Results: This study found that the variables of life satisfaction, insults from parents, sex, and cyber-bullying experience of adolescents were selected as significant predictors of suicidal ideation. It is predicted that 58.2% of subjects with low life satisfaction would think of suicide. Among them, the probability of thinking of suicide increased to 72.7% in the case of unhappy people, and the probability of thinking of suicide in the case of a woman increase to 82.9%. Conclusions: It is necessary to consider family, school, and society environment to prevent suicidal ideation of adolescents.

• International Journal of Computer Science & Network Security
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• v.23 no.4
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• pp.79-84
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• 2023

Social studies show that the number of separated families have lately increased due to different reasons. Despite the causes for family rift, many problems are resulted which affected the children physically and psychologically. This effect may cause them fail in their life especially at school. This paper focuses on the negative reaction of the parents' separation with other factors from the computer science prospective. Since the artificial intelligent field is the most common widespread in computer science, a predictive model is built to predict if a specific child whose parents separated, may complete the school successfully or fail to continue his education. This will be done using Decision Tree that have proved their effectiveness on the predication applications. As an experiment, a sample of individuals is randomly chosen and applied on our prediction model. As a result, this model shows that the separation may cause the child success at school if other factors are satisfied; the intelligent of the guardian, the relation between the parents after the separation, his age at the separation time, etc.

• Journal of Species Research
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• v.5 no.3
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• pp.368-371
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• 2016

From the soil biodiversity study, we found a species, Phauloppia lucorum (C.L. Koch, 1841) in the family of Oribatulidae (Acari: Oribatida) from the straw mat covering the cherry trees during winter in 2011. This species inhabiting litter and soil of forest, moss and lichens on tree and stones is distributed in the eastern Asia and western and central parts of Europe. In this paper, we illustrate the diagnostic features of a new species with detailed diagrammatic representations and its geographical distribution.

• Parasites, Hosts and Diseases
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• v.42 no.2
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• pp.71-75
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• 2004

To determine the molecular phylogenie location of Plagiorchis muris, 28S D1 ribosomal DNA (rDNA) and mitochondrial cytochrome C oxidase subunit I (mtCOI) were sequenced and compared with other trematodes in the family Plagiorchiidae. The 28S D1 tree of P. muris was found to be closely related to those of P. elegans and other Plagiorchis species. And, the mtCOI tree also showed that P. muris is in a separate clade with genus Glypthelmins. These results support a phylogenie relationship between members of the Plagiorchiidae, as suggested by morphologic features.

• Journal of Pharmacopuncture
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• v.20 no.3
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• pp.194-200
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• 2017

Moringa oleifera Lam. or munga is one of the most important plant widely cultivated in India. It belongs to family Moringaceae. This plant is widely used as nutritional herb and contains valuable pharmacological action like anti-asthmatic, anti-diabetic, hepatoprotective, anti-inflammatory, anti-fertility, anti-cancer, anti-microbial, anti-oxidant, cardiovascular, anti-ulcer, CNS activity, anti-allergic, wound healing, analgesic, and antipyretic activity, Moringa oleifera Lam. The plant is also known as Horse - radish tree, Drumstick tree. Every part of this plant contains a valuable medicinal feature. It contain rich source of the vitamin A, vitamin C and milk protein. Different types of active phytoconstituents like alkaloids, protein, quinine, saponins, flavonoids, tannin, steroids, glycosides, fixed oil and fats are present. This plant is also found in the tropical regions. Some other constituents are niazinin A, niazinin B and niazimicin A, niaziminin B. The present review discusses the phytochemical composition, medicinal uses & pharmacological activity of this plant.

• Animal Systematics, Evolution and Diversity
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• v.39 no.4
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• pp.300-303
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• 2023

The family Ciidae, commonly known as minute tree-fungus beetles, encompasses approximately 640 species distributed among 43 genera, classified into two subfamilies(Ciinae and Sphidociinae). In South Korea, total 13 species in five genera are known: Cis boleti(Scopoli), C. hieroglyphicus Reitter, C. jezoensis Nobuchi, C. mikagensis Nobuchi & Wada, C. sasajii Kawanabe, C. seriatopilosus Motschulsky, Ennearthron chujoi Nakane & Nobuchi, E. ishiharai Miyatake, E. robusticorne Kawanabe, Neoennearthron bicarinatum Miyatake, Octotemnus japonicus Miyatake, O. laminifrons (Motschulsky), and Xylographus scheerpeltzi Nobuchi. In this study, two Ciidae species, Cis japonicus Nobuchi, 1955 and Orthocis nigrosplendidus(Nobuchi, 1955), are reported for the first time in the Korean Peninsula. Diagnoses of two species, habitus photographs of adult and male genitalia are provided.

• Journal of the Korean Chemical Society
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• v.68 no.4
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• pp.199-204
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• 2024

Chamaecyparis obtusa (Siebold & Zucc.) Endl. is an evergreen tree of the family Cupressaceae well known for its unique scents. The seed extract of this cypress tree was phytochemically investigated to isolate a novel abietane-diterpene compound (1) along with fifteen known terpenoids (2-16). All of the isolated compounds were subjected to the screening of antimicrobial activities against Cutibacterium acnes and Staphylococcus epidermidis including erythromycin resistant strains. Among the isolates, 1α-hydroxy-hinokione (1), hinokione (3), 1,2-dehydrohinokione (4) and ferruginol (9) showed significant antibacterial activities against both acne-causing strains. This study demonstrated that abietane-type diterpenoids are the main antibacterial components in C. obtusa seed extract, and some isolated compounds can be further developed as potential acne-treatment agents.

• Child Health Nursing Research
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• v.7 no.1
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• pp.51-61
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• 2001

The purpose of the descriptive correlation study was to examine relations among the hope, the burden and the family function in mothers caring for children with cancer. 145 mothers completed the three questionaires of the study divided into tree sections: a) The Hope Scale, b) The Burden Scale, c) FACES-Ⅲ. The collected data was analysed with t-test, ANOVA, Scheffe test and Pearson correlation coefficients. The results were as follows: 1) The average age of mothers of children with cancer was 35.6 years old and the ages between 30 to 39 were the most abundant. 57.3％ of the mothers had an education level of below high school education and 66.0％ had religion. The average age of the children was 8.6 years old. Ages between 1 to 7 were the most and 60.8％ were diagnosed as leukemia. 2) Regarding the section of degree of burden, mothers of children with cancer marked 2.6 out of 5, and the degree of hope 3.2 out of 4. The result for family function came out to be 3.5 out of 5, an average of family cohesion of 3.9 and family adaptation of 3.1. 3) There were significantly less burden to the mothers who were living together with a spouse compared to the mothers who were not. Also mothers who replied that they preserved good health came out to be exposed to less burden compared to the mothers who did not. In analysing hope according to the general characteristics of mothers of children with cancer, mothers who were employed marked high in the degree of hope compared to unemployed mothers. Furthermore, the degree of family cohesion marked higher with mothers who had higher education of college graduate, mothers with religion and mothers with a monthly family income of over ￦3,000,000, compared to the group of mothers with lower education of high school graduate, non-religious or with a monthly family income of less than ￦1,000,000. 4) Excluding the fact that the group sorted with children diagnosed as leukemia marked a perceivably high score regarding family cohesion, compared to groups with other cancers, the degree of burden, hope and family cohesion did not show any noticeable difference according to characteristics of children with different cancers. 5) In the correlation of the hope, the burden and the family function regarding the mothers of children with cancer, the burden did not have any manifest relationship with hope or family function. However, the degree of hope and family function cohesion had a direct proportional relationship, as family cohesion marked higher when the degree of hope were high.

• Journal of the Korean Institute of Traditional Landscape Architecture
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• v.38 no.1
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• pp.36-44
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• 2020

This study analyzed the Planting Prototype of Haengdan(杏壇)is the One of the traditional planting techniques and the value of natural monument plant and derived the value of the ginkgo tree in Sejong-ri as a natural monument. The results are as follows; First, ginkgo trees have high environmental adaptability, practicality and visual value. There were also many ginkgo trees that were deeply related to Confucian and Buddhist ideas. Ginkgo trees accounted for the largest portion of the number of old tree designated as natural monuments in recognition of their value. Second, after analyzing the historical and cultural values of ginkgo trees, ginkgo trees became the place of gardens and buildings by symbolizing Confucius(孔子)' Confucian ideas. In Buddhism, it was related to the creation of temples or the achievements of ancient monks. The people had a symbol of the prosperity of their offspring and the succession of the family. Third, in 1024 gongdobo, the grandson of Confucius, rebuilt the shrine, installed the platform in the central position and planted ginkgo trees. It originated from what he called "the "haengdan(杏壇)." The tree was then recorded as "heungheang(紅杏)" which was written by Wang Jae-jin's poetry during the Ming Dynasty. Thus it was misused as apricot tree. The cause of this is due to the same kanji reading. or it can be seen as influence on the taoism. But Korea has been sticking to the use of the first ginkgo trees. Forth, biologically, the Sejong-ri ginkgo tree is characterized by the composition of a pair of male trees. The landscape is contrasted with the twisted male tree and vertical female trees. In addition, in terms of authenticity and integrity, the relationship between Admiral Im, Nan-Su(林蘭秀) of the Goryeo Dynasty and the ginkgo tree is found in various literature.