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A Study on the User Demand Forecasting and Improvement Plan of Gimpo City Library Service

  • Noh, Younghee;Chang, Inho;Kang, Ji Hei;Chang, Rosa
    • International Journal of Knowledge Content Development & Technology
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    • 제10권4호
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    • pp.7-27
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    • 2020
  • With accommodation of a population of many young people and families due to Hangang River New Town Housing Project and development of railway station spheres, a need is increasing to improve the quality of public libraries service for Gimpo citizens and to establish more libraries. This study thus analyzed the book lending data of Gimpo City libraries, and the city's libraries-related social media big data in an effort to forecast the users, and thus to propose four library service improvement measures. First, in terms of book gathering and book development policy plans, a proposal was made to expand good books for children and youth, and to expand general original-language books related to learning of English, and English books for children. Second, in terms of the establishment of additional libraries or specialization strategy, a proposal was made to establish exclusive children's libraries or English libraries, and to establish library specialization strategy with a focus on children and English themes. Third, in terms of library culture programs, a proposal was made to provide library culture programs in relation to children education and to expand weekend library culture programs. Fourth, in terms of library facilities, considering the convenience of parking facilities, a proposal was made to establish libraries near apartment complexes.

Artificial Neural Networks for Flood Forecasting Using Partial Mutual Information-Based Input Selection

  • Jae Gyeong Lee;Li Li;Kyung Soo Jun
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2023년도 학술발표회
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    • pp.363-363
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    • 2023
  • Artificial Neural Networks (ANN) is a powerful tool for addressing various practical problems and it has been extensively applied in areas of water resources. In this study, Artificial Neural Networks (ANNs) were developed for flood forecasting at specific locations on the Han River. The Partial Mutual Information (PMI) technique was used to select input variables for ANNs that are neither over-specified nor under-specified while adequately describing the underlying input-output relationships. Historical observations including discharges at the Paldang Dam, flows from tributaries, water levels at the Paldang Bridge, Banpo Bridge, Hangang Bridge, and Junryu gauge station, and time derivatives of the observed water levels were considered as input candidates. Lagged variables from current time t to the previous five hours were assumed to be sufficient in this study. A three-layer neural network with one hidden layer was used and the neural network was optimized by selecting the optimal number of hidden neurons given the selected inputs. Given an ANN architecture, the weights and biases of the network were determined in the model training. The use of PMI-based input variable selection and optimized ANNs for different sites were proven to successfully predict water levels during flood periods.

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Historical changing of flow characteristics over Asian river basins

  • Ha, Doan Thi Thu;Kim, Tae-Son;Bae, Deg-Hyo
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2020년도 학술발표회
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    • pp.118-118
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    • 2020
  • This study investigates the change of flow characteristics over 10 Asian river basins in the past 30 years (1976-2005). The variation is estimated from The Soil and Water Assessment Tool (SWAT) model outputs based on reanalysis data which was bias-corrected for Asian monsoon reagion. The model was firstly calibrated and validated using observed data for daily streamflow. Four statistical criteria were applied to evaluate the model performance, including Coefficient of determination (R2), Nash - Sutcliffe model efficiency coeffi cient (NSE), Root mean square error-observations standard deviation ratio (RSR), and Percentage Bias (PBIAS). Then parameters of the model were applied for the historical period 1976-2005. The estimates show a temporal non-considerable increasing rate of daily streamflow in most of the basins over the past 30 years. The difference of monthly discharge becomes more significant during the months in the wet season (June to September) in all basins. The seasonal runoff shows significant difference in Summer and Autumn, when the rainfall intensity is higher. The line showing averaged runoff/rainfall ratio in all basins is sharp, presenting high variation of seasonal runoff/rainfall ratio from season to season.

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재활치료 중인 화상 환자의 스트레스, 극복력, 포커싱적 태도가 삶의 질에 미치는 영향 (Effects of Stress, Resilience, and Focusing Manner on Quality of Life in Burn Rehabilitation Patients)

  • 신재은;채영란
    • 근관절건강학회지
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    • 제30권3호
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    • pp.208-217
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    • 2023
  • Purpose: The aim of this study was to investigate the degree of stress, resilience, focusing manner, and quality of life among burn rehabilitation patients. Furthermore, it seeks to identify factors affecting the quality of life in this patient group. Methods: The participants of this study were 129 burn patients, aged 19 or older, who received treatment at the rehabilitation of a university hospital in Seoul. Data were collected from June 22 to August 31, 2022 through self-report questionnaires covering stress, resilience, focusing manner and quality of life.The data were analyzed using the SPSS 29.0 program. Results: Multiple regression analysis showed that education level, cause of burn, area of burn, pain, stress, and focusing manner significantly affected the quality of life, explaining 74.5% of the variance. Conclusion: In particular, focusing manner was a major factor affecting the quality of life in burn rehabilitation patients. Therefore, there is a need to develop intervention programs aimed at increasing focusing manner in this patient group.

The large-conductance calcium-activated potassium channel holds the key to the conundrum of familial hypokalemic periodic paralysis

  • Kim, June-Bum;Kim, Sung-Jo;Kang, Sun-Yang;Yi, Jin Woong;Kim, Seung-Min
    • Clinical and Experimental Pediatrics
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    • 제57권10호
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    • pp.445-450
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    • 2014
  • Purpose: Familial hypokalemic periodic paralysis (HOKPP) is an autosomal dominant channelopathy characterized by episodic attacks of muscle weakness and hypokalemia. Mutations in the calcium channel gene, CACNA1S, or the sodium channel gene, SCN4A, have been found to be responsible for HOKPP; however, the mechanism that causes hypokalemia remains to be determined. The aim of this study was to improve the understanding of this mechanism by investigating the expression of calcium-activated potassium ($K_{Ca}$) channel genes in HOKPP patients. Methods: We measured the intracellular calcium concentration with fura-2-acetoxymethyl ester in skeletal muscle cells of HOKPP patients and healthy individuals. We examined the mRNA and protein expression of KCa channel genes (KCNMA1, KCNN1, KCNN2, KCNN3, and KCNN4) in both cell types. Results: Patient cells exhibited higher cytosolic calcium levels than normal cells. Quantitative reverse transcription polymerase chain reaction analysis showed that the mRNA levels of the $K_{Ca}$ channel genes did not significantly differ between patient and normal cells. However, western blot analysis showed that protein levels of the KCNMA1 gene, which encodes $K_{Ca}$1.1 channels (also called big potassium channels), were significantly lower in the membrane fraction and higher in the cytosolic fraction of patient cells than normal cells. When patient cells were exposed to 50 mM potassium buffer, which was used to induce depolarization, the altered subcellular distribution of BK channels remained unchanged. Conclusion: These findings suggest a novel mechanism for the development of hypokalemia and paralysis in HOKPP and demonstrate a connection between disease-associated mutations in calcium/sodium channels and pathogenic changes in nonmutant potassium channels.

바인더수확기(收穫期)의 방출구조(放出構造) 개선(改善)에 관한 연구(硏究) (Modification of Discharge Mechanism of Binder Harvesters)

  • 박금주;정창주;류관희
    • Journal of Biosystems Engineering
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    • 제8권2호
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    • pp.26-38
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    • 1983
  • Binder harvesters introduced to Korea were originally designed to be used for Japonica varieties which are highly resistant to shattering. In order to improve the performance of the binder to Indica varieties which are easily shattered and have shorter stem, mechanical modifications of the binder are inevitable. Shattering losses of the binder can be classified into two major parts; one incurred before and one after binding operations. The latter has been evaluated as great as the former. Previous studies indicated that the high discharge losses resulted from a great impact force of the discharge arm on the rice bundle during the discharge process. This study was intended to theoretically analyze the discharge mechanism of four-bar linkage. For this purpose, two commercially available binder harvesters having a four-bar linkage as a discharge mechanism were analyzed. Using the results from the motion analysis and the other structural constraints of the machines, they were modified and experimentally compared with the machines without modification to see whether any decrease in grain losses was obtained. The results obtained in this study are summarized as follows: 1. The path, velocity and acceleration of discharge arm were computer analyzed by vector analysis. Using results of the analysis and intrinsic constraints of the binder, discharge mechanism was modified to reduce the impact force on bundle by discharge arm in the range where the discharge performance was not deteriorated. This modification of the discharge mechanism could be done with an aid of four-bar linkage synthesis technique. As a result, average velocity and acceleration of the discharge arm during the discharge process were reduced respectively by 19 percent and 33 percent for binder A, and 17 percent and 35 percent for binder B. 2. Through the modification of the discharge mechanism, discharge losses of binder A were reduced by 42-56 percent for Milyang 23, Poongsan and Hangang chal, and discharge losses of binder B were reduced by 13-20 percent for Milyang 23 and Poongsan. 3. Discharge losses were decreased as the bundle size became larger and the size effect on the decrease rate appeared more significant in the binders with modifications than in those without modifications.

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고품질 재활용 아스팔트 혼합물의 현장적용성에 대한 연구 (A Study on the Field Application of Superior Recycled Pavement of the Waste Asphalt)

  • 김지원;천병식
    • 한국지반환경공학회 논문집
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    • 제13권2호
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    • pp.67-73
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    • 2012
  • 폐아스콘은 순재료와 첨가제를 섞어 분쇄와 가열을 통하여 재활용될 수 있다. 본 연구에서는 고품질재생아스팔트(SRP)의 질을 향상시키기 위하여 Sasol 왁스와 폴리올레핀 탄성체를 이용하였다. 첨가제로써 중간층 및 표층용은 PG 70-22를 목표로 아스팔트량의 1.5%를 사용하였고, 중교통 표층용은 PG 76-22를 목표로 아스팔트량의 3% 개질제와 혼합물의 0.1%에 해당하는 셀룰로스 화이버를 첨가하였다. 두 혼합물은 마샬안정도시험, 간접인장강도시험, 잔류간접인장강도시험, 휠트래킹시험 등을 수행하였다. 시험결과는 KS F 2349와 GR F 4005의 기준을 만족하였으며, 고품질재생아스팔트는 중교통도로의 표층 및 기층재료로 사용이 적합하였다. 현재 약 13,000톤의 고품질재생아스팔트 혼합물이 서울 올림픽 도로에 현장시공 되었다.

한강수질 평가를 위한 COD (화학적 산소 요구량) 모델 평가 (Chemical Oxygen Demand (COD) Model for the Assessment of Water Quality in the Han River, Korea)

  • Kim, Jae Hyoun;Jo, Jinnam
    • 한국환경보건학회지
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    • 제42권4호
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    • pp.280-292
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    • 2016
  • Objectives: The objective of this study was to build COD regression models for the Han River and evaluate water quality. Methods: Water quality data sets for the dry season (as of January) during a four-year period (2012-2015) were collected from the database of the Han River automatic water quality monitoring stations. Statistical techniques, including combined genetic algorithm-multiple linear regression (GA-MLR) were used to build five-descriptor COD models. Multivariate statistical techniques such as principal component analysis (PCA) and cluster analysis (CA) are useful tools for extracting meaningful information. Results: The $r^2$ of the best COD models provided significant high values (> 0.8) between 2012 and 2015. Total organic carbon (TOC) was a surrogate indicator for COD (as COD/TOC) with high reliability ($r^2=0.63$ in 2012, $r^2=0.75$ for 2013, $r^2=0.79$ for 2014 and $r^2=0.85$ for 2015). The ratios of COD/TOC were calculated as 2.08 in 2012, 1.79 in 2013, 1.52 and 1.45 in 2015, indicating that biodegradability in the water body of the Han River was being sustained, thereby further improving water quality. The BOD/COD ratio supported these findings. The cluster analysis revealed higher annual levels of microorganisms and phosphorous at stations along the Hangang-Seoul and Hantangang areas. Nevertheless, the overall water quality over the last four years showed an observable trend toward continuous improvement. These findings also suggest that non-point pollution control strategies should consider the influence of upstreams and downstreams to protect water quality in the Han River. Conclusion: This data analysis procedure provided an efficient and comprehensive tool to interpret complex water quality data matrices. Results from a trend analysis provided much important information about sources and parameters for Han River water quality management.

청소년기 우울 성향과 관련된 요인 (Depression and Related Factors for Adolescents)

  • 김미영;강윤주
    • 한국학교보건학회지
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    • 제13권2호
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    • pp.261-270
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    • 2000
  • Background: Adolescence is the transitional period between childhood and adulthood. We have to pay attention to their psycho-social problems as well as their physical symptoms. In this context, we need to investigate the adolescent depression tendency and its related factors. Method : From May to June in 1008, we chose one elementary school, one middle school and one high school in Seoul and surveyed for all students who were above the 4th grade of elementary school and their parents. We analyzed the data for 3,685 students. Result: From the 6th grade of elementary school to the 1st grade of high school, the girls' DSRS(Depression self-rating scale) score was significantly higher than the boys'. The DSRS score was increased from the 2nd grade of high school for boys and from the 1st grade of high school for girls. The Pearson correlation coefficient between age and DSRS score was 0.16(p<0.01) and that between APGAR and DSRS score was -0.45(p<0.01). The median number of psychosomatic symptoms of the past month was 6, and when students complained for more psychosomatic symptoms, the DSRS scores were higher. Those who drank or smoked ranked significantly higher in DSRS score; and, those who exercised regularly, had leisure activity, and had a faithful person for counselling ranked significantly lower in DSRS score. Conclusion : Adolescents who complained of many psychosomatic symptoms needed to be screened for depression. A primary physician have to intervene about health related behavior such as family function, smoking, exercise and relieving stress.

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안구 부속기의 점막연관 림프조직형 림프종의 증례보고 (MALT Lymphoma of Ocular Adnexa: A Case Report)

  • 조정남;김융수;정찬민;서인석;조지웅;박혜림;최재구
    • Archives of Plastic Surgery
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    • 제35권3호
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    • pp.321-324
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    • 2008
  • Purpose: Lymphoma originated from mucosa associated lymphoid tissue(MALT) is most common in gastrointestinal system, and rarely found in salivary gland, thyroid, bronchus or orbit. We experienced a case of MALT lymphoma which was originated from conjunctiva and involving lower eyelid without metastasis. Methods: A 40-year-old man suffered palpable mass on right lower eyelid without pain. Orbital computed tomographic and ultrasonographic findings showed a conical mass($1.9{\times}1.2{\times}0.9cm$ size) inside lower eyelid. The mass was completely excised under local anesthesia and histopathological examination was followed. Results: Microscopic finding showed a multiple follicular colonization. In the follicle, small lymphocytes and plasma cells differentiated to centrocyte-like cell, monocyte B cell, plasma cell were diffusely infiltrated. Immunophenotyping was preformed on fixed section. The majority of the small cells were immunoreactive for the B cell marker CD20. Based on the typical histological findings supported by immunostaining, the mass was defined as MALT lymphoma. After excision, SPECT, abdominal CT was carried out and there were no evidence of extraorbital disease. Conclusion: Biopsy and pathological examination should be performed in patients who complain palpable mass on lower eyelid because of possibility of MALT lymphoma. Although MALT lymphoma is rarely metastasized, it is necessary to evaluate the extraorbital involvement using SPECT or other radiologic exams. For detecting extraorbital involvement, periodic follow-up examination is need.