• 자원환경지질
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• 제36권3호
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• pp.243-255
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• 2003

유용광물자원탐사나 산사태 취약성 분석과 같은 지질학적 응용을 목적으로 GIS를 이용하여 다양한 지질자료를 통합하기 위한 수학적 모델이 개발되어 왔다. 여러 공간통합 방법 중에서 불확실한 정보를 효율적으로 다룰 수 있는 것으로 알려진 퍼지 이론을 이용한 지질정보의 통합에 대해서 논의하였다. 그동안 전문가의 의견에 의존하여 지질자료를 표현하는 목표 유도형 통합방법과 달리, 통합 목표와 지질자료 사이의 통계적 관계를 이용하는 자료 유도형 통합 방법을 제안하였다. 제안된 기법은 퍼지 소속함수로의 표현, 퍼지 연산자를 이용한 결합, 비퍼지화, 검증의 4단계로 구성된다. 자료 표현에는 우도비에 기반한 퍼지 소속함수를, 퍼지 소속함수들의 결합에는 퍼지 연산자 네트웍을, 통합결과의 상대적인 가능성값을 도시하기 위해 비퍼지화 단계를 각각 제안하였다. 최종적으로 통합 목표에 대한 의미있는 해석과 다양한 퍼지 연산자 네트웍의 정량적 비교를 위해 공간 분할에 기반한 검증 과정을 제안하였다. 지질학적 응용을 목적으로 제안한 방법론의 적용가능성, 실제 적용시의 제안점을 산사태 취약성 분석 적용연구를 통해 논의하였다. 적용연구 결과, 대상지역에서 산사태에 대한 취약한 지역을 구분하는데 제안기법이 효과적으로 이용될 수 있음을 확인할 수 있었으며, 검증을 통해 최종 퍼지 소속함수의 결합에 ${\gamma}$연산자를 사용한 경우가 최대, 최소 연산자를 사용한 경우에 비해 높은 예측능력을 나타내었다.

• 한국습지학회지
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• 제20권2호
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• pp.105-115
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• 2018

수문기상자료의 빈도해석은 풍수해에 따른 대응 및 시설물의 설계기준에 있어 중요한 요소 중 하나이다. 일반적으로 수문기상자료에 대한 빈도해석의 경우 관측자료는 통계적으로 정상성을 가진다고 가정하고, 확률분포의 매개변수를 고려하는 매개변수적 방법을 적용하고 있다. 이러한, 매개변수적 빈도해석을 위해서는 신뢰성 있는 충분한 자료의 수집이 필요하지만, 강수량과 다르게 적설량의 경우 계절적 특성과 함께 최근에는 기후변화로 인한 적설량 관측일수 및 평균 최심신적설량이 감소하기 때문에 부족한 자료에 대한 문제점을 보완할 필요가 있다. 이에 본 연구에서는 매개변수 빈도해석 방법과 부족한 자료의 문제점을 보완할 수 있는 표본 재추출 기법인 Bootstrap방법과 SIR(Sampling Importance Resampling)알고리즘을 적용하여 적설량의 빈도해석을 실시하였다. 58개 기상관측소에 대해 재추출된 일 최대 최심신적설량 자료를 이용한 비매개변수적 빈도해석을 통해 확률적설량을 산정하고 이를 비교 분석하였다. 빈도별 확률적설량의 증감률을 검토한 결과 매개변수적 빈도해석과 비매개변수적 빈도해석에서 증감률을 나타내는 지점들이 대부분 일치하는 것으로 나타났다. 확률적설량은 관측 자료와 Bootstrap방법에서 -19.2%~3.9%, Bootstrap방법과 SIR알고리즘에서 -7.7%~137.8% 정도의 차이를 보였다. 표본 재추출 기법은 관측표본이 적은 적설량의 빈도해석 및 불확실성 범위의 제시가 가능함을 확인할 수 있었고, 이는 여름철 태풍과 같이 계절적 특성을 지닌 다른 자연재난의 해석에도 적용될 수 있을 것으로 판단된다.

• 지질공학
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• 제7권2호
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• pp.113-126
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• 1997

결정암내의 불규칙한 파쇄대에 대한 전기탐사 자료의 효율적인 자료처리, 해석 연구를 목적으로 큰 저반의 월악산화강암체에 대하여 전기비저항 쌍극자배열 탐사, 전기비저항 슐럼버저배열 수직탐사를 수행하였다. 파쇄대등의 불균질대는 쌍극자배열법으로 잘 규명되었고, 균질하고 치밀한 하강암내에도 소규모의 파쇄대가 비교적 심부까지 발달되어 있는 것으로 해석되었다. 파쇄대는 전기비저항 쌍극자탐사자료 단면도에서 주로 고비저항대와 저비저항대의 경계에 분포된다고 할 때, 수직탐사자료들을 서로 내, 외삽시켜 만든 2차원의 층, 3차원적인 입체도에서도 그 분포양상이 잘 나타났고 그 천부 경계선은 극저주파 전자탐사자료에서 영점통과점으로 확인되었다. 불규칙한 파쇄대의 삼차원적인 지하영상은 여러 단면도들을 배열하여 만든 합성단면도 (fence iagram)에 시각적으로 보이며 그 공간적인 분포양상은 투사각 변화를 주어 가며 여러 각도에서 조명하므로써 효과적으로 해석되었다. 월악산 흑운모화강암체와 파쇄대의 복합 비저항값은 약 4,000 ohm-m로서 700 ohm-m의 석회규산염암 자료에 비해 매우 높게 나타나는데 이 차이는 일차적으로 두 지역에 분포하는 암석에 기인하지만 화강암의 관입작용과 관련되어 화천리층에 발달한 습곡이나 단층등의 2차 공극과도 관련된 것으로 보인다. 파쇄대에 대한 전기비저항값의 특성분석은 단면도영상의 표준편차, 비대칭도, 첨도등의 통계적인 분석으로 접근되었다. 고비저항대와 저비저항대 경계의 파쇄대는 균질한 암석에 비해 높은 표준편차로 특징되며 그 분포양상은 비대칭도 및 첨도 영상에서도 잘 상관되었다.

• 산업경영시스템학회지
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• 제40권2호
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• pp.78-91
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• 2017

In this study, we conducted a comparative study on user's perception and behavior on public system service (PSS) using institutionalism theory and MGA (multi-group analysis) methodology. In particular, this study focuses on how institutional isomorphism is applied to public system services and how MGA can be implemented correctly in a variance based SEM (structural equation model) such as PLS (partial least square). A data set of 496 effective responses was collected from pubic system users and an empirical research was conducted using three segmented models categorized by public proximity theory (public firms = 113, government contractors = 210, private contractors = 173). For rigorous group comparisons, each model was estimated by the same indicators and approaches. PLS-SEM was used in testing research hypotheses, followed by parametric and non-parametric PLS-MGA procedures in testing categorical moderation effects. This study applied novel procedures for testing composite measurement invariance prior to multi-group comparisons. The following main results and implications are drawn : 1) Partial measurement invariance was established. Multi-group analysis can be done by decomposed models although data can not be pooled for one integrated model. 2) Multi-group analysis using various approaches showed that proximity to public sphere moderated some hypothesized paths from quality dimensions to user satisfaction, which means that categorical moderating effects were partially supported. 3) Careful attention should be given to the selection of statistical test methods and the interpretation of the results of multi-group analysis, taking into account the different outcomes of the PLS-MGA test methods and the low statistical power of the moderating effect. It is necessary to use various methods such as comparing the difference in the path coefficient significance and the significance of the path coefficient difference between the groups. 4) Substantial differences in the perceptions and behaviors of PSS users existed according to proximity to public sphere, including the significance of path coefficients, mediation and categorical moderation effects. 5) The paper also provides detailed analysis and implication from a new institutional perspective. This study using a novel and appropriate methodology for performing group comparisons would be useful for researchers interested in comparative studies employing institutionalism theory and PLS-SEM multi-group analysis technique.

• 한국환경보건학회지
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• 제42권5호
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• pp.293-301
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• 2016

Objectives: This paper presents the current development progress of environmental health indicators (EHIs) in the Republic of Korea and discusses the utilization, limitations and prospects of EHIs. Methods: The development process and assessment criteria of EHIs were established based on the DPSEEA (Driving force-Pressure-State-Exposure-Effect-Action) framework with reference to that of the World Health Organization-Europe. In order to explore the applicability of EHIs, a case study was performed to compare the atmospheric environmental health status between the Republic of Korea and European region countries using six indicators. Results: Through the development process, 23 indicators in five areas including air quality, indoor air quality, climate change, chemicals, and water quality were developed, mostly using national statistical data. As a result of the case study comparing environmental health indicators in air quality between the Republic of Korea and Europe, it could be useful to understand the different situation of air pollution source, emission, exposure and health effects. Conclusion: In order for EHIs to compare environmental health status and be used as an environmental health policy development tool for vulnerable areas and related factors, it is necessary to develop further indicators for various issues other than air quality and conduct additional research on their interpretation and related implications, such as policy implementation effects.

• 한국산업정보학회논문지
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• 제20권3호
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• pp.61-69
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• 2015

본 논문에서는 이산 웨이블릿 변환을 통해 추출된 시간 영역과 주파수 영역의 특징들을 활용하여 심박수변이도를 확률적인 지식으로 분석할 수 있는 방법을 제안하였다. 제안된 방법에서 지식획득 알고리즘은 규칙생성과 규칙평가 단계로 구성되어 있으며, 규칙생성에서는 ROC 분석을 통해 수치적인 속성값을 이산화된 구간으로 변환하고, 서로 다른 의사결정값을 포함하는 구간들 사이에 일관성 정도를 비교함으로써 감축된 규칙-집합을 생성한다. 이때 규칙-집합 내에 각 규칙에 대해서 확률적 해석을 위한 3가지 척도를 추정하였다. 제안된 모형의 효과성은 심혈관질환 병력을 가진 58명의 심전도 데이터로부터 심방세동을 식별할 수 있는 5가지 규칙을 생성하였고, 이들 규칙의 분별력을 평가하였다. 실험결과, 제안된 모형으로부터 생성된 지식은 4가지 성능평가 척도에 대해서 각각 93%의 정확도를 보여주었다.

• 한국의상디자인학회지
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• 제12권1호
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• pp.117-130
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• 2010

The main objective of this research was to understand the characteristics of contrast color coordination through the analysis of modern woman fashion color coordination as they appear in the 'Collections' from '04 SS to '09/'10 AW. Data collection of 122 was done through review of '$pr{\hat{e}}t$-$\grave{a}$-porter Collections' of four cities; Milan, London, New York, Paris. Statistical analysis of frequency and qualitative interpretation of contrast color coordination characteristics were completed. The main findings were as follows; (1) The combined color type of 'red+blue' and 'yellow+blue' were the most frequently appeared in the same ratio, and followed by 'green+violet', 'red+yellow', 'green+orange', and 'orange+violet'. The contrast tone showed the most, and followed by the similarity and identity, and the type of tone harmony used differently according to the type of contrasting color combination. (2) The general characteristics of contrasting color harmony were as follows,; Some contrasting colors looked harmonious when used light colors and the contrast between light and dull colors which made the hues even more harmonious. Also combinations of dull colors which work well with other dull colors or vivid colors. Light & vivid color or light & dark color, however, often showed too much contrast and using two contrasting vivid colors presented awkward and restless look. When used one vivid color and one dark color, a little easier to looked at, but still not particularly elegance or effectively harmonious. (3) The types of contrasting color harmony showed some differences between seasons. Contrasting color harmony showed more frequently in the S/S collections than in A/W collections.

• 대한기계학회논문집A
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• 제24권2호
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• pp.303-310
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• 2000

Fracture toughness of five different reactor pressure vessel steels was characterized in the transition temperature region by the ASTM E1921-97 standard method using Charpy-sized small specimens. T he predominant fracture mode of the tested steels was transgranular cleavage in the test conditions. A statistical analysis based on the Weibull distribution was applied to the interpretation of the scattered fracture toughness data. The size-dependence of the measured fracture toughness values was also well predicted by means of the Weibull probabilistic analysis. The measured fracture toughness transition curves followed the temperature-dependence of the ASTM master curve within the expected scatter bands. Therefore, the fracture toughness characteristics in the transition region could be described by a single parameter, so-called the reference temperature (T。), for a given steel. The determined reference temperatures of the tested materials could not be correlated with the conventional index temperatures from Charpy impact tests.

• 한국생산제조학회지
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• 제22권1호
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• pp.22-28
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• 2013

Robotic GMA (Gas Metal Arc) welding process is one of widely acceptable metal joining process. The heat and mass inputs are coupled and transferred by the weld arc to the molten weld pool and by the molten metal that is being transferred to the weld pool. The amount and distribution of the input energy are basically controlled by the obvious and careful choices of welding process parameters in order to accomplish the optimal bead geometry and the desired quality of the weldment. To make effective use of automated and robotic GMA welding, it is imperative to predict online faults for bead geometry and welding quality with respect to welding parameters, applicable to all welding positions and covering a wide range of material thickness. MD (Mahalanobis Distance) technique was employed for investigating and modeling the GMA welding process and significance test techniques were applied for the interpretation of the experimental data. To successfully accomplish this objective, two sets of experiment were performed with different welding parameters; the welded samples from SM 490A steel flats. First, a set of weldments without any faults were generated in a number of repeated sessions in order to be used as references. The experimental results of current and voltage waveforms were used to predict the magnitude of bead geometry and welding quality, and to establish the relationships between weld process parameters and online welding faults. Statistical models developed from experimental results which can be used to quantify the welding quality with respect to process parameters in order to achieve the desired bead geometry based on weld quality criteria.

• 패션비즈니스
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• 제9권1호
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• pp.21-33
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• 2005

The main objective of this research was to understand the characteristics of identical color coordination through the analysis of modern female fashion color coordination as they appear in the 'Collections'. Data collection of 2026 was done through review of '$pr\hat{e}t-\grave{a}$-porter Collections' of four cities; Milan, London, New York, Paris. Lastly, statistical analysis of frequency and $X^2$-test and also qualitative interpretation of identical color coordination characteristics were completed. The main findings were; The color coordination of modern women's fashion produces a unified theme, or monochromatic harmony, through the use and coordination of identical colors. The clear contrast of tones portrays a strong image especially in achromatic color coordination, and through the use of texture variation, monochromatic color coordination becomes even more compelling. The tone variation, observed most often in monochromatic color coordination was the black and white contrast, which enhances the simplicity and clarity. Within chromatic color combinations, tone on tone color coordination was achieved by varying brightness. Furthermore, the observation of Faux Camaeu indicates that the coordination of different textures is used often in identical color coordination. While achromatic colors can lead to a hard and rough feeling, it also is compensated through the use of varying textures. In addition, adding variety of textures can add subtle interests to the simplicity of white. Lastly, in all four collections, the chromatic identical color coordination was found more frequently than the achromatic. In Paris, N.Y. & London, the chromatic identical coordination was used more often than chromatic. Milan showed most use of achromatic coordination. The use of the tones showed similar trends in all four collections, with contrasting tone being used most often, followed by similar and identical tones.