• Title/Summary/Keyword: 이차분석

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Convergent Analysis of Health Examination Results for Military Workers in Korea at the Age of 40, a Life Transition Period : focused on risk factor of metabolic syndrome (만 40세 생애전환기 군 근무자의 건강검진 결과의 융합적 분석 : 대사증후군 위험요인을 중심으로)

  • Hong, Eunji;Joe, Seun Young;Song, Jin
    • Journal of the Korea Convergence Society
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    • v.9 no.4
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    • pp.65-74
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    • 2018
  • This study aimed to analyze convergently the result of the health check-up of the military workers at age of 40, a life transition period in Korea. Data of 4898 military workers who took a health check-up in 2015 was obtained from the national health insurance service and we conducted secondary analysis. As a results, the metabolic syndrome group had a greater current smoking rate, higher number of cigarettes smoked per day, longer period of smoking and higher amount of alcohol consumed. Also, the group scored higher on BMI and had a higher level of total cholesterol, AST, ALT and GGT. In conclusion, as the military workers at age of 40 usually perform important duties, effective programs of reducing smoking and drinking alcohol are needed for their age group, In order to develop health management programs, prior investigation to take into consideration specific age and military rank is necessary.

Design Analysis of Current Density in Lithium Secondary Battery Using Data Mining Techniques (데이터 마이닝을 이용한 리튬 이차전지의 전류밀도 영향인자 분석)

  • Jeong, Dong Ho;Lee, Jongsoo;Choi, Ha-Young
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.38 no.6
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    • pp.677-682
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    • 2014
  • In the present study, a decision tree and artificial neural network were used to determine critical design parameters for lithium ion batteries and compare their performances. First, a design method that used a decision tree-artificial neural network model was used to determine the major design factors among early pole plate design factors that showed nonlinearity. Then, the artificial neural network was used to implement a weighted value analysis of the importance of the design factors and their effect on the current density. The second method involved the use of an artificial neural network model to construct artificial networks without separate determinations of the major early design factors to analyze the connections and weighted values related to the current density.

Factors Affecting the Intention to Quit Smoking due to the Prevalence of Hypertension (고혈압 유병 여부에 따른 금연의사에 영향을 미치는 요인)

  • Shin, Jae-Deok;Lee, Sok-Goo
    • The Journal of the Korea Contents Association
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    • v.20 no.9
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    • pp.503-510
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    • 2020
  • The purpose of this study is to identify factors related to the intent of quit smoking in adult hypertension and normal group. Data are based on the National Health and Nutrition Survey from 2010 to 2018. The survey was performed on 1,981 male adults(Hypertension group 407, Normal group 1,574). In the hypertension group, single was 0.226 times lower in the will to intention to quit smoking than the group spouses. Also, high school graduation was 2.102 times higher than middle school graduation, and the worse the subjective health status was, the higher the intention was to quit smoking. It was also 5.427 times higher than when people did not walk if the day they walked for more than 10 minutes a day was one day of the week. The characteristics of hypertensive patients should be understood. In quit smoking education, it is necessary to recommend health exercises and proper exercise to patients. It should be used as the basis data for a quit smoking policy for efficient personalized management of hypertensive patients.

An Exploratory Two-dimensional Approach to Port Selection Behavior (항만선택행위에 대한 탐색적 이차원적 접근)

  • Park, Byung In
    • Journal of Korea Port Economic Association
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    • v.33 no.4
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    • pp.37-58
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    • 2017
  • The implicit assumption of port selection studies based on survey and respondents' perceptions is that the preference of the port selection attributes is proportional to the selection behavior. Further, the straight lines of the port selection attributes could also have non-linear properties. This study confirms nonlinear characteristics of selection attributes by using Kano model. The findings of this study showed that several properties of carriers were evaluated as nonlinear characteristics, such as the intermodal links and network accessibility, and size of port and terminal. Hence, port service providers such as port authorities and terminal operating companiesl, should construct a port operation strategy that reflects the non-linear port selection characteristics of shipping companies. Since this study aimed at exploring the forms of port selection characteristics, long-term additional verification studies on ports and stakeholders at domestics and abroad were needed. The Kano model and importance-selection analysis method used for analysis and strategy establishment also need to be improved to capture evident characteristics and to present strategic guidelines.

이차전지 양극활물질의 chemical state 측정을 위한 X0ray Induced Electron Emission Spectroscopy (XIEES)의 활용

  • 이재철;송세안;임창빈
    • Proceedings of the Korean Vacuum Society Conference
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    • 2000.02a
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    • pp.167-167
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    • 2000
  • 전지 재료의 충방전 과정 연구에는 X-선 분말회절(x-ray powder diffraction techniques)과 중성자회절을 많이 사용하였다. 하지만 이러한 분석기술은 long-range order의 구조에 관한 정보를 제공하는데 유용하지만 atomic scale의 구조에 관한 정보를 얻기에는 한계가 있다. Li 전지에서의 전기화학적 반응에서는 cathode 물질에 포함된 전이금속의 산화, 환원 반응에 의한 Li 이온의 intercalation (charge process)과 deintercalation (discharge process) 현상이 일어난다. 이러한 충방전 과정은 알려지지 않은 다양한 형태의 위상 변화를 동반하게 되는데 x-선 이나 중성자를 이용한 powder diffraction techniques 로는 단지 정성적인 결정학적 정보를 얻을 수 있다. 따라서 최근에 원자 단위의 local structure에 관한 정보와 electrochemical state에 관한 정보를 동시에 얻을 수 있는 X-ray Absorption Fine Structure (XAFS) 분석기술을 Li 전지분석에 활용하기 시작하였다. XAFS는 하나의 x-ray 흡수원자에 대해서 주변원자들의 원자구조에 관한 정보와 구성 원소의 electrochemical state에 관한 정보를 얻을 수 있는 분석방법이다. X-ray Induced Electron Emission Spectroscopy (XIEES)는 x-ray에 의해서 방출된 전자를 검출하여 스펙트럼을 얻는 기능을 함축적으로 나타낸 것으로, x-ray를 물질 표면에 조사하여 발생하는 광전자, Auger 전자, 이차전자 등을 전자검출기(Channel Electron Multiplier: CEM)로 검출하는 기능과, 시료를 투과한 x-ray와 시료에서 발생하는 형광 x-ray를 비례계수기로 검출하는 기능을 가지고 있다. 이러한 검출 능력을 바탕으로 EXAFS, XANES, Standing Wave Technique, Elemental Composition Analysis, DXRD, Total Reflection Technique 등을 이용하여 물질을 구성하고 있는 원소의 성분, 미세원자구조, 전자구조에 관한 정보를 얻을 수 있는 새로운 spectrometer이다. 본 연구에서는 자체 개발한 XIEES의 XAFS 기능을 이용하여 여러 가지 방법으로 제조한 LiMn2-xO4와 LiMnO2, MnO2에서 Mn K-absorption edge에 대한 chemical state 변화를 측정하였다. Absorption edge에서 chemical shift를 측정하기 위해서는 방사광 가속기 수준의 에너지 분해능(~0.3eV)이 필요하다. 이번 연구에서는 SiO2(3140) monochromator를 사용하고 여기에 맞는 적절한 parameter를 적용하여 x-ray 에너지 분해능을 포항방사광가속기 수준으로 개선하였다. XIEES에서 얻은 스펙트럼과 포항방사광가속기에서 얻은 스펙트럼을 비교하였다. Chemical shift가 일어나는 경향은 두 실험 결과가 잘 일치하였다.

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Relationships between obesity and physical activities and prevalence of osteoarthritis in menopause women (폐경 여성의 비만 및 신체활동과 골관절염 유병의 관계)

  • Chae, Hyunju
    • Journal of Digital Convergence
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    • v.18 no.3
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    • pp.217-225
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    • 2020
  • This study was a secondary analysis research using data from the Seventh Korea National Health and Nutrition Examination Survey (KNHANES VII-2), 2017 to identify the relationships between obesity and physical activities and prevalence of osteoarthritis in menopause women. The subjects were 1,516 menopause women aged over 19 years who participated in the KNHANES VII-2, 2017. Data were downloaded from the KNHANES website and analysed through complex sampling design data analysis using IBM SPSS 21.0 program. Prevalence of osteoarthritis is 1.88 times higher in women with body mass index (BMI) above pre-obesity and non-abdominal obesity and 1.98 times higher in women with BMI above pre-obesity and abdominal obesity than in women with BMI normal or low weight and non-abdominal obesity. These results indicate that obesity prevention and management should be provided to prevention of osteoarthritis for menopause women and obesity should be considered body mass index and abdominal obesity.

Serum Vitamin E levels and Allergic Rhinitis : Analysis of the KNHANES VII-3 (혈중 비타민 E 수준과 알레르기 비염 : 국민건강영양조사 제7기 3차년도 자료 분석)

  • Lee, Sona;Choi, Hye-Seon
    • Journal of Industrial Convergence
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    • v.18 no.5
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    • pp.62-69
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    • 2020
  • The purpose of this study was to investigate the relationship between serum vitamin E levels and the risk of allergic rhinitis among Koreans. This study is a secondary data analysis using big data from the seventh Korea National Health and Nutrition Examination Survey (KNHANES VII-3), which was conducted in 2018. Complex-sample descriptive statistics, t-test, ANOVA and odds ratio were used for data analysis in SPSS 25. The average serum vitamin E level among Koreans aged above 10 was 12.60 mg/L, and 15.9% had been diagnosed with of allergic rhinitis by a doctor. Lower serum vitamin E levels were significantly associated with the prevalence of allergic rhinitis (β=-0.05, p=.013). Therefore, efforts to prevent and manage allergic rhinitis among Koreans should incorporate regular monitoring of vitamin E level and ongoing research into antioxidants.

The enhancement of protein separation by duplex SDS-PAGE (Duplex SDS-PAGE를 이용한 단백질 분리향상)

  • Pyo, Jae Sung;Roh, Si Hun;Song, Jin-Su;Lee, Kyung Hyeon;Kim, Hie-Joon;Park, Jeong Hill;Kwon, Sung Won
    • Analytical Science and Technology
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    • v.19 no.6
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    • pp.529-534
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    • 2006
  • The protein separation with molecular weight using SDS-PAGE(sodium dodecyl sulfate-polyacrylamide gel electrophoresis) is the one of the most conventional and simple techniques. In, this study, two dimensional SDS-PAGE using same separation principle consecutively was investigated and compared with one dimensional SDS-PAGE. The enhanced separation from duplex SDS-PAGE was observed and separated proteins in the gel were identified by MALDI TOF MS. Identified proteins from different gel spots were found to have different gi numbers. Therefore, duplex SDS-PAGE separation method will be used for economic separation method in the future because only tiny amount of inexpensive reagents are used to perform duplex SDS-PAGE.

Identification of Rhizobium fredii and Bradyrhizobium japonicum by Polyacrylamide Gel Electrophoresis (전기영동법(電氣泳動法)에 의(依)한 대두(大豆) 근류균(根瘤菌) Rhizobium fredii와 Bradyrhizobium japonicum의 분류(分類) 및 동정(同定))

  • Yun, Han-Dae;Cho, Moo-Je;Lee, Ke-Ho
    • Applied Biological Chemistry
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    • v.30 no.2
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    • pp.163-168
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    • 1987
  • A method, based upon the separation of cellular proteins by one-and two-dimensional electrophoresis was used for distinguishing butween Bradyrhizobium japonicum strains and Rhizobium fredii strains. Significant differences in protein pattern of one-dimensional SDS-PAGE vs-ere observed between Rhizobium fredii strains and Bradyrhizobium japonicum strains. The differences in six distinct main lands were observed among total 52 kinds of protein bands. Furthermore, the distribution of proteins in two groups by two-dimensional polyacrylamide gel electrophoresis was very different. The majority of visible proteins of Rhizobium fredii were acidic, whereas those of Bradyrhizobium japonicum were basic. In addition, amino acid composition was analyzed to detect the differences between two groups. No significant differences in amino acid composition were observed between Bradyrhizobium japonicum strains and Rhizobium fredii strains. The results indicate that one-and two-dimensional polyacrylamide gel electrophoresis were useful for identifying rhizobia isolates. One-dimensional SDS-PAGE of rhizobia proteins provided a rapid method for screening a large number of isolates, whereas two-dimensional electrophoresis was more of resolution and easiness for analyzing protein spots.

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Stress Indices of Hollow Circular Cross Section Welded Attachments on Piping Elbows with the Extended Parameters Range (매개변수 적용범위를 확장한 배관 곡관부에 용접 부착된 원형관 이음부의 이차응력지수)

  • Lee, Kun-Suk;Moon, Seong-Jae
    • Plant Journal
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    • v.15 no.4
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    • pp.43-51
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    • 2019
  • The stress concentration of the integral welded attachments (IWA) often used to support piping system has been a big issue because it induces local stresses in piping. The method to evaluate local stresses associated with attachments on elbows has been suggested in EPRI TR-107453. However, there are limitations regarding specific parameters range in order to use correlation equation. In this paper, parametric study based on piping elbow size and attachment dimension was performed utilizing finite element analysis (FEA) to evaluate the secondary stress indices of hollow circular cross section welded attachments on piping elbows with the extended parameters range. The results of the FEA were used to develop correlation formulas for calculating secondary stress indices. The empirical equations in this study are suggested as an alternative evaluation method of EPRI TR-107453 by extending parameters range.