• 제목/요약/키워드: High Order Correlation Analysis

검색결과 913건 처리시간 0.025초

네트워크 분석을 통한 저자키워드 출현순서에 대한 의미 분석 (A Study on the Application to Network analysis on Importance of Author keyword based on Sequence of keyword)

  • 권선영
    • 한국융합학회논문지
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    • 제9권9호
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    • pp.9-14
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    • 2018
  • 본 연구는 학술논문의 출현순서에 따른 저자키워드의 중요도를 측정해보고자 하는 연구이다. 이를 위해 학술논문 저자키워드의 출현순서를 측정한 후 네트워크 분석 방법의 연결정도중심성, 근접중심성, 매개중심성, 위세중심성 지수를 사용하여 저자키워드의 중요도를 측정해보았으며 다음으로 각각의 네트워크지수 값과 저자키워드의 출현순서와의 상관관계 분석을 수행하여 출현순서의 특징을 살펴보고자 하였다. 연구결과 연결정도중심성, 근접중심성, 매개중심성, 위세중심성 모두 4번 째 출현순서가 높은 군집의 논문수가 많은 것으로 나타났다. 다음으로 상관관계 분석결과 근접중심성을 제외한 연결정도중심성, 매개중심성, 위세중심성의 경우 출현순서의 뒷부분으로 갈수록 지수 값이 모두 높아지는 것을 볼 때 네트워크 상에서 상대적으로 중요한 용어가 뒷부분에 위치한다는 것을 알 수 있다. 본 연구는 대략적으로 연구자들의 저자키워드 부여 행태를 살펴볼 수 있었다는 점에서 의의를 지닌다. 향후 저자키워드의 전개양상을 심층적으로 살펴 보기 위해서는 상황적 요인, 행동, 심리 등을 파악하여 보완하는 후속 연구가 반드시 필요하다.

부부간 의사소통유형과 자존감-서울시를 중심으로- (An Empirical Study on the Correlation Between Marrical Communication Types and Demographic Socialogical Variables -on Some of the married Seoulites-)

  • 서수경
    • 대한가정학회지
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    • 제29권2호
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    • pp.199-215
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    • 1991
  • The purpose of the study is to investigate the relation between marital communication types and self-esteem demographic-socioligical variables to eliminate the methodlogical contradiction of previous studies, this study aimed as follows: (1) correlation between marital communication types and all the independent variables, such as self-esteem, sex, age, academic history, mate selection type, family type, duration of marriage, religion, etc. and marital communication types. (2) discriminating powers of marital communication types by way of the variables mentioned above. In this study questionaire was used on 392 married Seoulites, which consists of two scales and 9 items. In order to verify the hypotheses, the following two methods were used: (1) LOGIT program to the correlation between norminal scale and /or interval scale. (2) discriminating analysis of marital communication types by way of the variables. The results of the study are as follows: (1) Only 4 variables, such as self-esteem, sex, duration of marriage and academic history, correlate with marital communication types in level P<0.05 (2) According to the discriminating analysis of the variables mentioned above, marital communication types cannot be predicted as the predictive power is only 32.2%. (3) Correlation coefficent of authoritic communication type is higher males than females and higher low degree group of self-esteem than high degree group. (4) In the some communication types, direction of correlation coefficent is different in the some variables.

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간호대학 신입생의 통합성과 삶의 질 관계 (Correlation sense of coherence and quality of life among freshman nursing students)

  • 박혜서;황경혜;조옥희
    • 가정∙방문간호학회지
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    • 제22권1호
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    • pp.5-13
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    • 2015
  • Purpose: The purpose of this study was to identify the relationship between sense of coherence and quality of life in the freshman nursing students. Method: The subjects of this study were 377 freshmen of nursing colleges. Data were collected through structured questionnaires of sense of coherence and quality of life. Data analysis was done using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient and canonical correlation analysis. Result: There was static correlation between sense of coherence and quality of life in the freshman nursing students. And high correlation with quality of life were meaningfulness in sense of coherence and psychological domain in quality of life. Conclusion: These results were shown very important to improve meaningfulness in sense of coherence and psychological domain in quality of life to raise the quality of life in the freshman nursing students. Therefore, in order to improve the quality of life, it is necessary to develop a nursing intervention program that focus on stress, and psychological health.

자동차 오염물질 배출계수 산정을 위한 CVS-75모드와 국내차속모드의 상관성 비교 연구 (Comparison of Correlation between CVS-75 Mode and Korea Mode to Estimate Emission Factors from Vehicles)

  • 정성운;류정호;유영숙
    • 한국대기환경학회지
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    • 제22권3호
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    • pp.383-391
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    • 2006
  • In Korea, the major source of serious air pollution is motor vehicles. Air pollution from vehicles has been annually increased. Then the government will try to control the vehicle emission by applying the effective emission management policy for the manufactured and in-used car. It is necessary to correctly calculate the emission factor for successful propulsion of the vehicle emission control policy. In this study, correlation analysis of exhaust emissions from vehicles between CVS-75 mode and Korea mode was conducted. A total of 25 light-duty buses were tested on the chassis dynamometer system in order to measure CO, HC, NOx PM and fuel efficiency (F.E.). For the test modes, 10 different Korea modes and CVS-75 mode were used. As the result of correlation analysis between those modes, most of the correlation coefficients were higher than 0.90. On the basis of high correlation between those modes, correction factors by driving conditions were estimated. Through the results of this study, we obtained essential basic data to correct difference from those modes.

아민 및 니트로화합물에 대한 QSAR의 물리화학적 매개변수 및 독성과의 상관관계 (A Study on the Correlationship among QSAR Parameters and Toxicity Data of Amine- and Nitrocompounds)

  • 김재현;김애경
    • Environmental Analysis Health and Toxicology
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    • 제14권1_2호
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    • pp.45-54
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    • 1999
  • Quantitative strucrure-activity relationships between the toxicity (LD$\_$50/) and molecular properties of amine and nitro compounds were tested. The all 19 compounds showed low correlations below 0.500 to their LD$\_$50/ values. When amine or nitro compounds were taken separately, the correlation between the calculated chemphysico parameters and LD$\_$50/ were also poor (r$^2$=0.4911, 3967 repectively). The overall relationships among the QSAR parameters were investigated. Molecular weight shows a high correlation with total surface area (r$^2$=0.9287); 0.9090 for zero-order connectivity and second-order connectivity : 0.8784 for bioconcentration factor and second-order connectivity. When amine compounds were taken to perform the statistical treatment, the relationships between parameters were as follows: 0.8436 for volume-negentropy; 0.8925 for volume-bioconcentration factor; 0.9929 for zero-order connectivity-Kow; zero-order connectivity-bioconcentration factor; 0.9141 for zero-order connectivity-solubility; 0.9718 for solubility-bioconcentration factor; 0.9894 for solubility-bioconcentration factor and 0.9319 for Kow-bioconcentration factor. On the other hand, nitro compounds showed different relationships as follows: 0.8952 for volume-I/O character; 0.9520 for volume-total surface area: 0.9351 for volume-molecular weight; 0.9351 for volume-MW; 0.9961 for Kow-Koc; 0.8455 for Kow-bioconcentration factor; 0.8879 for Koc-bioconcentration factor; 0.9987 for MW-total surface area respectively.

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[Retraction]Characterization of carbon black nanoparticles using asymmetrical flow field-flow fractionation (AsFlFFF)

  • Kim, Kihyun;Lee, Seungho;Kim, Woonjung
    • 분석과학
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    • 제32권3호
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    • pp.77-87
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    • 2019
  • High viscosity carbon black dispersions are used in various industrial fields such as color cosmetics, rubber, tire, plastic and color filter ink. However, carbon black particles are unstable to heat due to inherent characteristics, and it is very difficult to keep the quality of the product constant due to agglomeration of particles. In general, particle size analysis is performed by dynamic light scattering (DLS) during the dispersion process in order to select the optimum dispersant in the carbon black dispersion process. However, the existing low viscosity analysis provides reproducible particle distribution analysis results, but it is difficult to select the optimum dispersant because it is difficult to analyze the reproducible particle distribution at high viscosity. In this study, dynamic light scattering (DLS) and asymmetrical flow field-flow fractionation (AsFlFFF) analysis methods were compared for reproducible particle size analysis of high viscosity carbon black. First, the stability of carbon black dispersion was investigated by particle size analysis by DLS and AsFlFFF according to milling time, and the validity of analytical method for the selection of the optimum dispersant useful for carbon black dispersion was confirmed. The correlation between color and particle size of particles in high viscosity carbon black dispersion was investigated by using colorimeter. The particle size distribution from AsFlFFF was consistent with the colorimetric results. As a result, the correlation between AsFlFFF and colorimetric results confirmed the possibility of a strong analytical method for determining the appropriate dispersant and milling time in high viscosity carbon black dispersions. In addition, for nanoparticles with relatively broad particle size distributions such as carbon black, AsFlFFF has been found to provide a more accurate particle size distribution than DLS. This is because AsFlFFF, unlike DLS, can analyze each fraction by separating particles by size.

Agronomic Characters and Their Correlation Coefficient on Black Seeded Soybeans Collected in Chonnam Province

  • Kwon, Byung-Sun;Choi, Seong-kyu;Shin, Jeong-Sik;Shin, Dong-Youn;Kyu Hwan
    • Plant Resources
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    • 제5권2호
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    • pp.118-123
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    • 2002
  • In order to obtain the genetic information on the quantitative characters of black seeded soybeans, which would be needed to improve selection efficiency for breeding high yielding genotype, 45 varieties of black seeded soybeans collected in Chonnam, Korea were grown and variations of several important characters were observed. Heritability of each observed character, phenotypic and genotypic correlations among the characters and contribution of each yield component on grain yield through path coefficient analysis were estimated. Both number of pods per plant and 100-seed weight showed not only high heritability but also highly significant phenotypic and genotypic correlation with seed yield, and hence it was desirable to select plants with more number of pods per plant and higher 100-seed weight than raise seed yield of black seeded soybeans collected in Chonnam. In addition, number of pods per and 100-seed weight were proved to be the most influential variables on the viability of seed yield by path coefficient analysis. Since these showed the high heritability of number of pods per plant, selection of plants with higher 100-seed weight would be more efficient for breeding high yielding genotype.

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TRACKING FOR HIGH-ORDER DAMPING OF THIN BEAM OSCILLATION

  • Yoo, Wan-Suk;Lee, Jae-Wook;Kim, Hyun-Woo
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2008년도 추계학술대회A
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    • pp.984-989
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    • 2008
  • An estimation of high-order damping in flexible multibody dynamic simulation is introduced in this paper. The suggested damping model based on the experimental modal analysis leads to more accurate correlation results comparing to the traditional linear damping model because it directly uses the modal parameters of each mode achieved from experiment even high frequency modes. The modal parameters until the 5th mode are extracted from the experimental modal testing of the flexible beam using a high speed camera. And using the measured damping ratio and natural frequency until the 5th mode, the generic damping model is constructed. Then, the ANCF (absolute Nodal Coordinate Formulation) simulation results are compared to experimental results until the 5th mode.

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국내 주요 산업단지 대기 중 중금속농도 분포에 관한 연구 (A Study on the Concentration Distribution of Airborne Heavy Metals in Major Industrial Complexes in Korea)

  • 강병욱;김민지;백경민;서영교;이학성;김종호;한진석;백성옥
    • 한국대기환경학회지
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    • 제34권2호
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    • pp.269-280
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    • 2018
  • This paper reports the results of field evaluation to determine the levels of heavy metals in major industrial complexes in Korea over a seven year period (2007~2013). The measurement of heavy metal was conducted using quartz fiber filter sampling and ICP-AES analysis. In order to validate the analytical performance of these methods, studies were also carried out to investigate data quality control(QC) parameters, such as the method detection limit (MDL), repeatability, and recovery efficiencies. The average concentrations of total suspended particulates (TSP) for the nine industrial complexes in Korea were $104{\sim}169{\mu}g/m^3$, which was higher than other industrial complexes and urban areas. The Sihwa and Banwol industrial complexes were shown to be the biggest contributing sources to high TSP emission ($159{\mu}g/m^3$ and $169{\mu}g/m^3$, respectively). The concentrations of heavy metals in TSP were higher in the order of Fe>Cu>Zn, Pb, Mn>Cr, Ni, As and Cd. It was observed that Fe was the highest in the Gwangyang and Pohang steel industrial complexes. The concentrations of Zn and Pb were high in Onsan, Sihwa and Banwol industrial complexes, and this was attributed to the emission from the nonferrous industry. Additionally, Cr and Ni concentrations were high in the Sihwa and Banwol industrial complexes due to plating industry. On the other hand, Ulsan and Onsan industrial complexes showed high Cr and Ni concentrations as a response to the emission of metal industry related to automobile. The correlation analysis revealed the high correlation between Cr and Ni in plating industry from Sihwa and Banwol industrial complexes. Adding to this, components related to coal combustion and road dust showed high correlation in Pohang and Gwangyang industrial complexes. Then Onsan and Ulsan industrial complexes showed high correlation among components related to the nonferrous metals.

미세균열의 간격 분포를 이용한 결의 평가(IV) (Evaluation for Rock Cleavage Using Distribution of Microcrack Spacings (IV))

  • 박덕원
    • 암석학회지
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    • 제26권2호
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    • pp.127-141
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    • 2017
  • 거창지역의 쥬라기 화강암에 대하여 결의 특성에 대한 분석을 실시하였다. 박편의 확대사진(${\times}6.7$) 및 간격-누적빈도 도표에서 도출한 미세균열의 간격과 관련된 파라미터를 통하여 여섯 방향의 결에 대한 다기준 평가를 실시하였다. 결에 대한 이들 간격의 파라미터의 대표 값에 대한 분석 결과를 요약하면 다음과 같다. 첫째로, 여섯 도표 사이의 배열순을 지시하는 주요 파라미터의 도출을 위한 분석을 수행하였다. 위의 분석을 위하여 여섯 방향의 결에 대한 5개 파라미터의 값에 대하여 증가 또는 감소하는 순으로 배열하였다. 주요 파라미터(평균 간격-중앙 간격, $S_{mean}-S_{median}$) 및 평균 간격의 값이 감소하는 순은 H1, H2, G1, G2, R1 그리고 R2 방향의 순과 상호 부합한다. 여섯 방향의 결의 이러한 순차적인 배열은 간격과 관련된 여섯 도표의 순차적인 배열에 대한 근거를 제공할 수 있다. 둘째로, 위의 주요 파라미터 그리고 다양한 파라미터 사이의 9개 상관도를 상관계수($R^2$)가 감소하는 순으로 배열하였다. 이들 관련도는 공통적으로 멱법칙함수의 높은 상관성을 보여 준다. 평균 간격, 밀도 및 선 oa의 길이의 값은 주요 파라미터의 값과 정비례하지만, 반면에 상수(a), 지수(${\lambda}$), 간격의 빈도수(N), 선 oa'의 길이, 지수 직선의 기울기(${\theta}$) 및 총 길이($1mm{\geq}$)는 반비례한다. 셋째로, 3개 면에 대한 파라미터의 값 그리고 3개 결에 대한 파라미터의 값 사이의 상관성 분석의 결과는 다음과 같다. 3개 면 및 3개 결에 대한 빈도수, 총 간격, 상수, 지수, 기울기, 선 oa' 길이의 값은 R' < G' < H' 및 H < G < R의 순을 각각 보여 준다. 반면에, 3개 면 및 3개 결에 대한 평균 간격, (평균 간격 - 중앙 간격), 밀도 및 선 oa의 길이의 값은 H' < G' < R' 및 R < G < H의 순을 각각 보여 준다. 3개 결 및 3개 면 사이의 파라미터의 값의 상호 역순의 상관성이 도출될 수 있다. 이러한 유형의 상관성 분석은 3개 채석면의 판별에 유용하다.