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Qualitative Verification of the LAMP Hail Prediction Using Surface and Radar Data (지상과 레이더 자료를 이용한 LAMP 우박 예측 성능의 정성적 검증)

  • Lee, Jae-yong;Lee, Seung-Jae;Shim, Kyo-Moon
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.24 no.3
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    • pp.179-189
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    • 2022
  • Ice and water droplets rise and fall above the freezing altitude under the effects of strong updrafts and downdrafts, grow into hail, and then fall to the ground in the form of balls or irregular lumps of ice. Although such hail, which occurs in a local area within a short period of time, causes great damage to the agricultural and forestry sector, there is a paucity of domestic research toward predicting hail. The objective of this study was to introduce Land-Atmosphere Modeling Package (LAMP) hail prediction and measure its performance for 50 hail events that occurred from January 2020 to July 2021. In the study period, the frequency of occurrence was high during the spring and during afternoon hours. The average duration of hail was 15 min, and the average diameter of the hail was 1 cm. The results showed that LAMP predicted hail events with a detection rate of 70%. The hail prediction performance of LAMP deteriorated as the hail prediction time increased. The radar reflectivity of actual cases of hail indicated that the average maximum reflectivity was greater than 40 dBZ regardless of altitude. Approximately 50% of the hail events occurred when the reflectivity ranged from 30~50 dBZ. These results can be used to improve the hail prediction performance of LAMP in the future. Improved hail prediction performance through LAMP should lead to reduced economic losses caused by hail in the agricultural and forestry sector through preemptive measures such as net coverings.

Effect of Swiss Ball Exercise Combined with Taping on Pain, Disability, and Quality of Life in Women with Pregnancy-Related Low Back Pain (테이핑과 병행한 스위스볼 운동이 임신성 요통 환자의 통증과 기능장애 및 삶의 질에 미치는 효과)

  • Jung, Kyoung-Sim;In, Tae-Sung
    • Journal of Korea Entertainment Industry Association
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    • v.14 no.6
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    • pp.301-309
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    • 2020
  • The purpose of this study was to determine whether swiss ball exercise combined with taping would improve low back pain, disability and quality of life in women with pregnancy-related Low Back Pain (PR-LBP). Sixteen patients with PR-LBP were recruited and were randomly divided into two groups: taping and swiss ball exercise group (n=8) and taping and stretching group (n=8). The taping and swiss ball exercise group was treated with swiss ball exercise with kinesio taping, while the taping and stretching group received only taping. The taping and swiss ball exercise group performed swiss ball exercise for 30 minutes a day, 5 times a week for 4weeks, while the taping and stretching group conducted stretching exercise for the same amount of time. VAS was used to assess pain level of low back. Disability was measured using a Roland Morris Disability Questionnaire(RMDQ). Quality of life were measured by SF-36. The pain intensity of low back in the taping and swiss ball exercise group improved significantly greater than the taping and stretching group (p<0.05). Significant improvement in the disability was observed in the taping and swiss ball exercise group compared to the taping and stretching group (p<0.05). The SF 36 in the taping and swiss ball exercise group improved significantly greater than the taping and stretching group (p<0.05). Our findings indicate that swiss ball exercise combined with taping is beneficial and effective to improve low back health and quality of life in women with PR-LBP.

Effect of Wrist Stabilization Exercise Combined with Taping on Wrist Health and Quality of Life in Postpartum Women with Wrist Pain (테이핑과 손목 안정화 운동의 병행훈련이 출산 후 여성의 손목건강과 삶의 질에 미치는 효과)

  • Jung, Kyoung-Sim;In, Tae-Sung
    • Journal of Korea Entertainment Industry Association
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    • v.14 no.4
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    • pp.393-400
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    • 2020
  • The purpose of this study was to determine whether wrist stabilization exercise combined with taping would improve wrist pain, disability and quality of life in postpartum women with wrist pain. Seventeen wrist pain patients were recruited and were randomly divided into two groups: experimental group (n=8) and control group (n=9). Participants in both groups received taping therapy for 30 minutes before the intervention. Additionally, subject in the experimental group performed wrist stabilization exercise using theraband for 15 minutes (twice a day, five times a week for four weeks) while the control group conducted range of motion exercise for the same amount of time. VAS was used to assess pain level of wrist. Disability was measured using a DASH. Quality of life were measured by SF-36. The wrist pain in the experimental group improved significantly greater than the control group (p<0.05). Significant improvement in the disability was observed in the experimental group compared to the control group (p<0.05). The SF 36 in the experimental group improved significantly greater than the control group (p<0.05). Our findings indicate that wrist stabilization exercise combined with taping is beneficial and effective to improve wrist health and quality of life in postpartum women with wrist pain.

Two Cases of Korean Medicine Treatment for Patients Complaining of Long-lasting Discomfort after COVID-19 Vaccination (장기간 지속된 코로나 백신 접종 후유증에 대한 한의 치험 2례)

  • Lee, Hye-Jin;Hwang, Ye-Chae;Lee, Kyeong-Hwa;Yim, Tae-Bin;Jung, Sang-Yeon;Park, Seong-Uk;Park, Jung-Mi;Ko, Chang-Nam;Cho, Seung-Yeon
    • The Journal of Korean Medicine
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    • v.43 no.2
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    • pp.124-139
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    • 2022
  • Objectives: This study examined the effectiveness of Korean medical treatment for two patients complaining of discomfort after receiving Pfizer COVID-19 vaccine. Methods: The patients were hospitalized for 50 days and 12 days, respectively. They were treated with herbal medicine, acupuncture, electroacupuncture, and moxibustion. We used the Numerical Rating Scale (NRS) on numbness in extremities and headache, Manual Muscle Testing Grading System (MMT), Criteria for Sweating Categorization, and 36-Item Short Form Health Survey (SF-36) to evaluate the clinical effects of the treatment. Results: In Case 1, headache improved from peak NRS 9 and average NRS 7 on admission day to both NRS 3 on discharge. The SF-36 score was also increased, suggesting that the quality of life was improved. In Case 2, numbness in the extremities improved from NRS 8 on the day before admission to NRS 2 on discharge, and general condition also improved. Conclusions: This study suggests that Korean medicine can be an effective treatment for patients who experience long-lasting discomfort after being vaccinated with COVID-19, but with no abnormal findings in the examination.

Research on Variables Related with Early Childhood Education Freshmen' Academic Interest - The Relationship Among Academic Self-Efficacy, Character Strengths and Learning Motivation - (전문대학 유아교육과 신입생의 학업흥미 관련 변인 탐색 - 학업적 자기효능감, 성격강점, 학업동기 간의 관계 -)

  • Park, Eun-Ju
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.1
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    • pp.185-197
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    • 2019
  • This study intended to analyze the early childhood education freshmen's academic interest. For this study relationship among academic self-efficacy, character strength and learning motivation. The study subjects were 144 early childhood education freshmen at K-college in Deagu. They answered the survey regarding academic self-efficacy scale, VIA-IS(Values in action inventory of strength) short form scale, school learning motivation scale. The collected data were analyzed by frequency analysis, descriptive statistics, pearson correlation and multiple regression analysis using SPSS 18.0 program. The study finding are as follows. First, the average of academic self-efficacy, character strength and learning motivation of students were near at the intermediate-level. Second, academic self-efficacy, character strength and learning motivation were significantly positive correlated. Third, when examining the relative effect of early childhood education freshmen's academic self-efficacy and character strength on learning motivation, self regulatory efficacy among the sub-factors for academic self-efficacy and courage among the sub-factors for character strengths.

A Report on Patterned Ground in the Baekdusan (백두산 일대에 나타나는 구조토 보고)

  • CHOI, In-Sook;SEONG, Yeong Bae;KIM, Jong Wook;PARK, Seung-Phil;LI, Chun Jing
    • Journal of The Geomorphological Association of Korea
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    • v.17 no.1
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    • pp.59-72
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    • 2010
  • This study is based on the observation on the patterned ground found in the northern part of the Baekdusan during two fieldtrips of 2008 summer. The patterned grounds are found in two areas-Dalmun and Socheonji. The patterned ground found around Dalmun are well-sorted, having fine materials in the center and coarse (boulder size) materials in the rim, and stretching in the form of stairs. Meanwhile, the types of patterned ground found around Socheonji are various, including polygon, stripe, and circular patterns. The particle size analysis and morphological analysis of comprising materials are carried out only for the patterned ground of Socheonji. The mean short and long axis of the patterned grounds are 91cm and 163cm, respectively. The distribution pattern of material size from the most samples increase toward the rim, indicating the patterned grounds are well-sorted. The comprising materials are dominated by silt, which is very susceptible for freeze-thaw cycle. The lower ratio of clay (low less than 10%), suggests that physical weathering is more dominant rather than chemical weathering. The involution structure found in the vertical section of the patterned grounds is likely to have formed by active cryoturbation which is one of the dominant geomorphic processes in the periglacial environments like the study area.

Fake News Detection Using CNN-based Sentiment Change Patterns (CNN 기반 감성 변화 패턴을 이용한 가짜뉴스 탐지)

  • Tae Won Lee;Ji Su Park;Jin Gon Shon
    • KIPS Transactions on Software and Data Engineering
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    • v.12 no.4
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    • pp.179-188
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    • 2023
  • Recently, fake news disguises the form of news content and appears whenever important events occur, causing social confusion. Accordingly, artificial intelligence technology is used as a research to detect fake news. Fake news detection approaches such as automatically recognizing and blocking fake news through natural language processing or detecting social media influencer accounts that spread false information by combining with network causal inference could be implemented through deep learning. However, fake news detection is classified as a difficult problem to solve among many natural language processing fields. Due to the variety of forms and expressions of fake news, the difficulty of feature extraction is high, and there are various limitations, such as that one feature may have different meanings depending on the category to which the news belongs. In this paper, emotional change patterns are presented as an additional identification criterion for detecting fake news. We propose a model with improved performance by applying a convolutional neural network to a fake news data set to perform analysis based on content characteristics and additionally analyze emotional change patterns. Sentimental polarity is calculated for the sentences constituting the news and the result value dependent on the sentence order can be obtained by applying long-term and short-term memory. This is defined as a pattern of emotional change and combined with the content characteristics of news to be used as an independent variable in the proposed model for fake news detection. We train the proposed model and comparison model by deep learning and conduct an experiment using a fake news data set to confirm that emotion change patterns can improve fake news detection performance.

Controversial Issues and Policy Alternatives in Promotion of Arts and Culture Grant Program: Focusing on Space and Exhibition Support Project of Visual Arts (문화예술지원사업 추진상의 쟁점과 정책방향 - 시각예술창작산실 공간·전시 지원사업을 중심으로 -)

  • Ko, Jeong-Min;Jang, Shinjeung;Chang, Yoonjeong
    • Korean Association of Arts Management
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    • no.52
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    • pp.39-73
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    • 2019
  • The purpose of this study is to explore the issues and alternatives in the promotion of space and exhibition support projects in visual arts, and to suggest an applicable direction of the government grant program. For this study, FGI and in-depth interviews were conducted in the direct beneficiaries of the grant program, the staff of the grant program, and the group of visual arts expert. As a result, the deliberation and selection of the support project should be carried out with sufficient time in consideration of the specificity of the support project. And the project requires to divide into two kinds of the projects based on the understanding of the social role and differentiation of non-profit exhibition spaces and private art museums. For the grant application and assessments, a long-term support is necessary to bring the capability and issues in efficient allocation of the budget, flexibility of budget item, and the budget shortfalls. Furthermore, the reliability between the grant program and beneficiaries needs to form a healthy partnership, and the evaluation criteria and eNARADOEUM system should be more practical and rationally established. Through this analysis, the implications of understanding the specificity of visual arts support projects, establishment of sustainable visual arts creation policies, and budget utilization were derived. Consequently, cultural and artistic support projects were directed to place more emphasis on efficiency than control, direction considering the position of consumers than suppliers, and long-term business planning rather than short-term perspective.

Effects of Home-Visit Program with Cognitive-Stimulating Activities on Cognitive Function and Memory Self-efficacy of an Elderly with Dementia Special Rating : Single Subject (가정방문 인지자극 활동이 치매특별등급(5등급) 노인의 인지기능 및 기억 자기효능감에 미치는 효과 : 개별대상연구)

  • Son, Bo-Young;Bang, Yo-Soon
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.5
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    • pp.247-262
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    • 2019
  • This study involved the effects of home-visit program with cognitive-stimulating activities on cognitive function and memory self-efficacy of an elderly with dementia special rating(5rates). The study was conducted from February 11 to April 26, 2019 using a 65-year old woman residing in G Metropolitan City. The individual subject study used an A-B-A design. The subject performed activities that required thinking and resolving in order to stimulate both her body and cognition. The activities chosen were easily accessible to those having a form of mild dementia, rates 5 dementia special rating, and repetitively stimulated the subject's intellectual capacity in an attempt to increase her degraded cognitive functioning. Specifically, the activities exercised both short-term memory and recollection using familiar letters, numbers, and bodily movements frequently encountered in daily life. The program positively affected the subject's memory and concentration. In addition, the program was found to be feasible for home use by those with mild dementia, obviating the need to travel to a location like a welfare center. The author presents specific activities for stimulating cognition that can effectively intervene to positively influence the cognitive functioning and memory of those with rates 5 dementia special rating.

Influence of Resilience and Depression on Suicidal Ideation in Elderly (회복탄력성과 우울이 노인의 자살생각에 미치는 영향)

  • Park, Jong-Suk;Park, Yong-Kyung;Jeong, Seong-Hwa;Lee, Chae-Shik;Kim, Hong
    • 한국노년학
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    • v.34 no.2
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    • pp.247-258
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    • 2014
  • The aim of this study was to investigate the influence of resilience and depression on suicidal ideation in elderly. The survey was conducted by 335 subjects (aged 65 to 70 years old; both gender) living in Daegu and Gyeongbuk district. Data were collected through interview-based questionnaires which were constructed to include the general characteristics(8 items), suicidal ideation(19 items), depression(15 items), and resilience(27 items). Collected data were analyzed by frequency, t-test, one-way ANOVA, and regression analysis. The present results showed that the main general factors affecting the resilience of elderly were age, the type of dwelling, pin money, and health. The influencing factors on suicidal ideation were health status, depression level, and the resilience in elderly. In particular, the suicidal ideation was more affected by self-regulation and affirmation of the subcategory in resilience. In conclusion, the resilience and depression is need to be considered as one of the main factors for decreasing the suicidal ideation in elderly.