• 한국환경보건학회지
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• 제7권1호
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• pp.43-49
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• 1981

This survey was carried out for a month from Jan. 15th, 1979 to Feb, 15th, 1979 to study the sanitary environments of the "book-lending" shops (comic-book shops) in Inchon area, and the special emphasis was placed on their illumination and carbon monoxide gas, which plays an important part in the whole sanitary environment. 120 shops surveyed were chosen at random from 4 administrative districts, 30 shops from one district respectively. The results of the survey were as follows:1) The average space of the book-lending shops (63.3%) was 2.0~3.9 pyung, at 21 number of shops (17.5%) was 1.0~1.9 pyung, at 53 number of shops (10.8%) was 4.0~5.9 pyung, at 9 number of shops (7.5%) was 6.0~7.9 pyung. 2) The ages of 42.8 percent of the whole 888 customers range from 10 to 14 and those of 36.5 percent from 15 to 19, and those of 11.9 percent from 20 to 24, and 89.2 percent were male and 10.8 percent were females and the percent of spending time in shops was shown 10.2% in under 1 hr, 25.4% in 1 hr to 2 hrs, 46.5% in 2 hrs to 3 hrs and 17.8% in over 3 hrs. 3)The CO pollution was quite different by shops where the ventilator was equipped and where not equipped. In the shops equipped shown 36 shops (80.8%) and non-equipped shown 65 shops (86.7%), the pollution ratio of all the shops (120 shops) was 84.2 percent. 4) The CO Concentration of the ventilator equipped shops was shown 44.5 percent in 100~149 ppm, 150~199 ppm shown 33.3 percent and 22.2 percent was 200~250 ppm, In the non-equipped shops the CO concentration was shown 36.9 percent was 150~199 ppm and 200~250 ppm was 25.6 percent. The totally was 39.6 percent in 100~149 ppm. 5) 37.5 percent of the book-lending shops had the ventilation facilities but 62.6 percent had no ventilators. 6) The maxmum average illumination of the shops was 38.5 Lux and the minimum average illumination was 14.1 Lux, and the mean average illumination S.D. was 24.6\pm38.4. 7) 35.8 percent of the shops had the illumination of 20~29 Lux and 8.3 percent had that of more than 40 Lux. In other words 91.7 percent had the illumination of less than 40 Lux.

• 대한교통학회:학술대회논문집
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• 대한교통학회 1996년도 제29회 학술발표회
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• pp.59-86
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• 1996

Current methods for evaluating unsignalized intersections, and estimating level-of-service (LOS) is determined from efficiency-based criteria such as little or no delay to very long delays. At present, similar procedures to evaluate intersections using safety-based criteria do not exist. The improvement of sight distances at intersections is the most effective way of improving intersection safety. However, a set of procedures is necessary to account for the limitations in current methodology. Such an approach would build upon such methods, but also account for: deficiencies in the current deterministic solution for the determination of intersection sight distances; opportunity for an accident and severity of an accident; and cost-effectiveness of attaining various levels of sight distances. In this research, a model that estimates the degree of safety at two-way stop-controlled intersections is described. Only crossing maneuvers are considered in this study because accidents caused by the crossing maneuvers are the dominate type among intersection accidents. Monte Carlo methods are used to estimate the hazard at an intersection as a function of roadway features and traffic conditions. Driver`s minimum gap acceptance in the crossing vehicles and headway distribution on the major road are used in the crossing vehicles and headway distribution on the major road are used in the model to simulate the real intersectional maneuvers. Other random variables addressed in the model are: traffic speeds; preception-reaction times of both drivers in the crossing vehicles and drivers in oncoming vehicles on the major road; and vehicles on the major roads. The developed model produces the total number of conflicts per year per vehicle and total potential kinetic energy per year per vehicle dissipated during conflicts as measurements of safety at intersections. Based on the results from the developed simulation model, desirable sight distances for various speeds were determined as 350 feet, 450 feet and 550 feet for 40 mph, 50 mph and 60 mph prevailing speed on the major road, respectively. These values are seven to eight percent less than those values recommended by AASHTO. A safety based level-of-service (LOS) is also developed using the results of the simulation model. When the total number of conflicts per vehicle is less than 0.05 at an intersection, the LOS of the intersection is `A' and when the total number of conflicts per vehicle is larger than 0.25 at an intersection, the LOS is `F'. Similarly, when the total hazard per vehicle is less than 350, 000 1b-ft2/sec2, the LOS is `F'. Once evaluation of the current safety at the intersection is complete, a sensitivity analysis can be done by changing one or more input parameters. This will estimate the benefit in terms of time and budget of hazard reduction based upon improving geometric and traffic characteristics at the intersection. This method will also enable traffic engineers in local governments to generate a priority list of intersection improvement projects.

• 대기
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• 제22권2호
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• pp.149-161
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• 2012

Going by the research results of the past, of all the uncertainties resulting from the research on climate change, the uncertainty caused by the climate change scenario has the highest degree of uncertainty. Therefore, depending upon what kind of climate change scenario one adopts, the projection of the water resources in the future will differ significantly. As a matter of principle, it is highly recommended to utilize all the GCM scenarios offered by the IPCC. However, this could be considered to be an impractical alternative if a decision has to be made at an action officer's level. Hence, as an alternative, it is deemed necessary to select several scenarios so as to express the possible number of cases to the maximum extent possible. The objective standards in selecting the climate change scenarios have not been properly established and the scenarios have been selected, either at random or subject to the researcher's discretion. In this research, a new scenario selection process, in which it is possible to have the effect of having utilized all the possible scenarios, with using only a few principal scenarios and maintaining some of the uncertainties, has been suggested. In this research, the use of cluster analysis and the selection of a representative scenario in each cluster have efficiently reduced the number of climate change scenarios. In the cluster analysis method, the K-means clustering method, which takes advantage of the statistical features of scenarios has been employed; in the selection of a representative scenario in each cluster, the selection method was analyzed and reviewed and the PDF method was used to select the best scenarios with the closest simulation accuracy and the principal scenarios that is suggested by this research. In the selection of the best scenarios, it has been shown that the GCM scenario which demonstrated high level of simulation accuracy in the past need not necessarily demonstrate the similarly high level of simulation accuracy in the future and various GCM scenarios were selected for the principal scenarios. Secondly, the "Maximum entropy" which can quantify the uncertainties of the climate change scenario has been used to both quantify and compare the uncertainties associated with all the scenarios, best scenarios and the principal scenarios. Comparison has shown that the principal scenarios do maintain and are able to better explain the uncertainties of all the scenarios than the best scenarios. Therefore, through the scenario selection process, it has been proven that the principal scenarios have the effect of having utilized all the scenarios and retaining the uncertainties associated with the climate change to the maximum extent possible, while reducing the number of scenarios at the same time. Lastly, the climate change scenario most suitable for the climate on the Korean peninsula has been suggested. Through the scenario selection process, of all the scenarios found in the 4th IPCC report, principal climate change scenarios, which are suitable for the Korean peninsula and maintain most of the uncertainties, have been suggested. Therefore, it is assessed that the use of the scenario most suitable for the future projection of water resources on the Korean peninsula will be able to provide the projection of the water resources management that maintains more than 70~80% level of uncertainties of all the scenarios.

• 한국잠사곤충학회지
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• 11호
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• pp.87-94
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• 1970

양잠농촌 부녀자들의 의복 꼭 변천과정을 구명하기 위하여 전국에서 임의로 선택한 양잠농촌부녀자 총 183 명을 대상으로 1961년∼1969년까지 3년간에 걸쳐 신조한 의복(양복 한복)을 조사하여 연령별 연도별로 비교 검토한 결과는 다음과 같다. 1. 양복신조율은 한복에 비하여 2배정도 높았으며 젊은 층일수록 이 비율이 높았다. 연도별로는 점차양복이 한복에 비해증가되는 경향을 보였다. 2. 의복의 유형은 양복에서는 브라우스, 원피스, 스카트가 대부분이었고 한복에서는 저고리와 치마가 거의 전부를 차지하였다. 년도별로는 점차 원피스가 많아지는 경향을 보였다. 3. 의복 제조방법은 자가 제조나 기성복은 적었고 대부분이 맞춤이었다. 이를 연령별로 보면 자가제조와 기성복은 연장자일수록 젊은 층보다 더 많았다. 4. 착용 계절별로는 양복은 하절에 한복은 동절에 많았고 복종별로는 하절에는 원피스 춘추에는 투프스가 많았으며 치마는 계절에 따른 변화가 거의 없었다, 5. 의복종류별로 보면 양복은 폴리에스텔과 이의 혼방물이 가장 많았고 견직물이 가장 적었으며 한복은 이와 반대로 견직물과 견사혼방물이 많았다. 년도에 따라서는 합성섬유가 점차 증가되는 경향을 보였다. 6. 기호색은 양복에서는 백색, 청색, 갈색, 흑색의 순이었고, 한복은 백색, 청색, 녹색, 회색의 순이었다. 연령별로는 젊은 층일수록 색의 선택이 다양하였고, 연도별로는 뚜렷한 차이를 인정할 수 없었다.

• 건축역사연구
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• 제3권1호
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• pp.101-122
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• 1994

This paper is one of the sequels from 'A Survey of Villages and Dwellings of Korean Immigrants in the North-Eastern Part of China'. It is the result of the extensive survey of Ch'ang-ts'ai-tsun village and covers several architectural characteristics of the dwellings. This paper alma to identify the 'double file' dwelling type, which is believed as one of the main stream of Korean folk dwelling. In this type, 'Chung-ju-kan' forms the central open space, where main household functions are carried out. This type originates from climatic reasons and functional reasons as well. This paper also aims to clarify how the dwelling forms are changed according to the life styles of various periods. The Korean immigrants in this village have experienced rapid changes in modern times like other Chinese. Through various political movements, the original dwelling type of this village has changed to adapt various needs and functions, which shows the simple truth : dwelling form changes according to the changes of life style and social structure. In this paper the directions of chimney through various periods are analyzed to verify the differences of the house layout methods and concepts of the time. The village had grown through 3 main periods before liberation period(1946), communization period(1946 - 1966) and contemporary period (1967 - ). It is concluded as follows: 1. The village was originated in late 19th century along the east-west street, which was a major routes of Korean Immigrants to China. In this area there was no regularity in its site plan. The direction of chimney, which was usually westward, was not determined according to the location of gate. This type was kept until liberization of this area, 1946. The plans of dwellings followed Ham-kyong-do 'double file' dwelling type, '6-kan dwelling' or '8-kan dwelling'. 2. The 'New Village' area, which was formed in the communization period, has a strict regularity in its site plan. The direction of chimney was determined as opposite direction of the gate. This method was maintained until 1976, when Mao died and new 'open' policy was held by Chinese government. In this area the 'dwelling house' plan type was not changed, but its layout and size were restricted. The general form of the dwelling in this village was shaped in this period. 3. The contemporary dwellings were built in random site location. The dwelling type was changed because of the reduction of family size and the permissin of private ownership. The number of rooms was reduced but the storage rooms and domestic animal hutches were added. But the 'Chung-ju-kan', the major chacteristics of north-eastern Korea dwelling is still kept. It becomes one large 'Chtin-ju-kan' room like 'open plan' type.

• 한국환경보건학회지
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• 제5권1호
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• pp.76-85
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• 1978

This survey was undertaken for the period seven month beginning January 15, 1977 and ending July 31, 1977 to detect the general sanitary status of the villages and the villagers and, at the same time, analyse quality of water sources with emphasis on a total of 1,256 households dividing into three different groups: such as, 280 households were selected as random samples from the area of the sophisticated piped water supply system, 122 households from the area of the simplified water supply system and finally 854 households from the area of nonpi-ped water supply system. The following results were concluded after quality of water sources had been analysed and conditions of the environmental sanitation had been reviewed: 1. 11.2% of the respondents from the area of the sophisticated piped water supply system responded that quantity of drinking water lacked to meet their demand while 30.6% of the villagers from the area of nonpi-ped water supply system responded quantity of drinking water didn't meet their demand. 2. 30.8% of the.respondents from the area of the sophisticated water supply system responded that contaminating source located within 15 meters from the water source while 54.4% of the respondents from the non-piped water supply system claimed the same. 3. It was found that water from all sampling areas were positive in coliform group with exception of Moonsan which is one of the sophisticated piped water supply system groups and the number of general bacteria exceeded the government standard criteria of water quality in the area of the nonpi-ped water supply system. 4. In relation with time requirement to draw water in the area of non-piped water supply system, 76 respondents claimed it requires less than 15 minutes to draw water, 15.0% claimed 15 to 30 minutes and 9.0% claimed more than 30 minutes. 5. In relation with knowledge on sanitation of drinking water, 30.8% of respondents from the area of the sophisticated piped water supply system and 41.8% of respondents from the area of nonpiped water supply system denied possible existence of germ in drinking water they drink, while 17.4% of the respondents from the area of the sophisticated water supply system and 50.2% of non-peped water supply system thought it safe to drink water without any treatment. 6. 60.0% of the respondents from the area of non-piped water supply system and many of them believed that their health status will be improved by installation of a sophisticated water supply system in their area. 7. The respondents from the areas of piped water supply sytem expressed greater concern over drinking water sanitation than those from the areas of non-piped water supply system and sanitary conditions were found the same. It was, therefore, proved that knowledge of environmnntal sanitation contributed a great deal to improve sanitary conditions of the villages and villagers and at the same time health education, especially environmental sanitation, will be played a important role to improve their sanitary conditions.

• 지능정보연구
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• 제28권2호
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• pp.147-170
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• 2022

특허의 사적 가치(private value)를 나타내는 특허수명 추정은 오래전부터 연구되었으나 추정과정에서 선형모델에 의존하는 경우가 대부분이었고, 기계학습 방법을 사용하더라도 변수 간 관계에 대한 해석이나 설명이 부족하였다. 본 연구에서는 특허의 생존 기간이 특허의 가치를 대리한다는 기존 연구결과를 바탕으로 특허 등록 이후의 생존 기간(연장횟수) 예측을 통해 특허의 가치를 추정한다. 이를 위해 1996~2017년까지 미국 특허청(USPTO)에 출원하여 등록된 특허 4,033,414개를 수집하였다. 특허수명을 예측하기 위해 기존 연구에서 특허수명에 영향을 미친다고 밝혀진 특허의 특성, 특허의 소유자 특성, 특허의 발명가 특성을 반영할 수 있는 다양한 변수가 사용되었다. 서로 다른 4개의 모델(Ridge Regression, Random Forest, Feed-forward Neural Network, Gradient Boosting Models)을 생성하고, 모델 학습 과정에서는 5-fold Cross Validation으로 초매개변수 조정이 이루어졌다. 이후 생성된 모델의 성능을 평가하고 특허수명을 추정할 수 있는 예측변수의 상대적 중요도를 제시하였다. 또한, 성능이 우수했던 Gradient Boosting Model을 기반으로 Accumulated Local Effects Plot을 제시하여 예측변수와 특허수명 간 관계를 시각적으로 나타내었다. 마지막으로 모델에 의해서 평가된 개별 특허의 평가 근거를 제시하기 위하여 Kernal SHAP(SHapley Additive exPlanations)을 적용하고 특허평가 시스템에의 적용 가능성을 제시한다. 본 연구는 기존에 특허수명을 추정하는 연구에 누적적으로 기여한다는 점 그리고 선형성을 바탕으로 진행된 기존 특허수명 추정 연구들의 한계를 보완하고 복잡한 비선형 관계를 설명가능한 방식으로 제시하였다는 점에서 학문적 의의가 있다. 또한, 개별 특허의 평가 근거를 도출하는 방법을 소개하고 특허평가 시스템에의 적용 가능성을 제시하였다는 점에서 실무적 의의가 있다.

• 지능정보연구
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• 제18권2호
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• pp.29-45
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• 2012

회사채 신용등급은 투자자의 입장에서는 수익률 결정의 중요한 요소이며 기업의 입장에서는 자본비용 및 기업 가치와 관련된 중요한 재무의사결정사항으로 정교한 신용등급 예측 모형의 개발은 재무 및 회계 분야에서 오랫동안 전통적인 연구 주제가 되어왔다. 그러나, 회사채 신용등급 예측 모형의 성과와 관련된 가장 중요한 문제는 등급별 데이터의 불균형 문제이다. 예측 문제에 있어서 데이터 불균형(Data imbalance) 은 사용되는 표본이 특정 범주에 편중되었을 때 나타난다. 데이터 불균형이 심화됨에 따라 범주 사이의 분류경계영역이 왜곡되므로 분류자의 학습성과가 저하되게 된다. 본 연구에서는 데이터 불균형 문제가 존재하는 다분류 문제를 효과적으로 해결하기 위한 다분류 기하평균 부스팅 기법 (Multiclass Geometric Mean-based Boosting MGM-Boost)을 제안하고자 한다. MGM-Boost 알고리즘은 부스팅 알고리즘에 기하평균 개념을 도입한 것으로 오분류된 표본에 대한 학습을 강화할 수 있으며 불균형 분포를 보이는 각 범주의 예측정확도를 동시에 고려한 학습이 가능하다는 장점이 있다. 회사채 신용등급 예측문제를 활용하여 MGM-Boost의 성과를 검증한 결과 SVM 및 AdaBoost 기법과 비교하여 통계적으로 유의적인 성과개선 효과를 보여주었으며 데이터 불균형 하에서도 벤치마킹 모형과 비교하여 견고한 학습성과를 나타냈다.

• 대한원격탐사학회지
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• 제39권6_1호
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• pp.1309-1320
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• 2023

모바일 기기의 기술 발전과 대중화는 어디서든 사용자의 위치를 확인할 수 있으며 인터넷을 사용할 수 있도록 발전되었다. 그러나 실내의 경우 인터넷은 끊김없이 사용할 수 있지만 global positioning system (GPS) 기능은 활용하기 어렵다. 실내 공공장소인 백화점, 박물관, 컨퍼런스장, 학교, 터널 등 GPS가 수신되지 않는 음영 지역에서 실시간 위치정보 제공의 필요성이 증가하고 있다. 이에 따라 최근의 실내 측위 기술은 랜드마크 데이터베이스를 구축하기 위해 light detection and ranging (LiDAR) 장비를 기반으로 연구가 증가하고 있다. 본 연구에서는 랜드마크 데이터베이스 구축의 접근성에 초점을 두어 모바일 기기를 기반으로 랜드마크를 촬영한 단일 이미지와 사전에 구축된 랜드마크 데이터베이스 정보를 이용하여 사용자의 위치를 추정하는 기법을 개발하고자 하였다. 첫 번째로, 랜드마크 데이터베이스를 구축하였다. 랜드마크를 촬영한 모바일 이미지만으로 사용자 위치를 추정하기 위해서는 모바일 이미지에서 랜드마크 검출이 필수적이고, 검출된 랜드마크에서 고정적인 성격을 가진 지점의 지상좌표 취득이 필수적이다. 두 번째 단계에서는 bag of words (BoW) 영상 검색 기술을 적용해 랜드마크 데이터베이스 중 모바일 이미지가 촬영한 랜드마크를 유사한 4위까지 검색하였다. 세 번째 단계에서는 scale invariant feature transform (SIFT) 특징점 추출 기법과 Homography random sample consensus (RANSAC)을 통해 검색된 4개의 후보 랜드마크들 중 가장 유사한 하나의 랜드마크를 선정하였고, 이때 임계값 설정을 통해 정합점 수를 기반으로 한 차례 더 필터링을 수행하였다. 네 번째 단계에서는 대응된 랜드마크와 모바일 이미지간의 Homography 행렬을 통해 랜드마크 이미지를 모바일 이미지에 투사하여 랜드마크의 영역과 코너(외곽선)점을 검출하였다. 마지막으로, 위치추정 기법을 통해 사용자의 위치를 추정하였다. 해당 기술의 성능을 분석한 결과, 랜드마크 검색 성능은 약 86%로 측정되었다. 위치추정 결과와 사용자의 실제 지상좌표를 비교한 결과, 약 0.56 m의 수평 위치 정확도를 갖는 것이 확인되어 별도의 고가 장비 없이 랜드마크 데이터베이스를 구축하여 모바일 영상으로 사용자 위치 추정이 가능한 것을 확인하였다.

• 대한방사선기술학회지:방사선기술과학
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• 제32권1호
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• pp.69-78
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• 2009

연구배경 및 목적 : 심혈관 질환은 서구에서는 이미 오래전부터 가장 흔한 사망 원인으로 알려져 있고, 우리나라를 포함한 동양에서는 최근 식생활 습관의 변화와 함께 급격히 증가하는 추세에 있다. 특히 허혈성 심장질환은 통계청 curve : 곡선 $1996{\sim}2006$을 보면 향후 $5{\sim}10$년 사이 허혈성 심장질환이 1위로 올라 갈 것으로 전망할 수 있다. 이에 보다 정확하고 정밀한 선별검사가 필요함을 인식할 수 있겠다. 목적은 Calcium-scoring의 총 정량화수치에 영향을 주는 위험인자와의 연관성을 알아보고, Calciumscoring이 선별검사로의 타당성을 검증하며, 국민보건에 이바지 하고자 한다. 연구방법 및 결과 : 인천광역시에 위치한 G병원으로 2008년 2월 1일부터 6월 30일까지 가슴 흉통으로 내원한 환자 중 Calcium-scoring과 Coronary CT angiography를 동시에 시행한 환자 중 무작위 표본추출로 70명을 선정 하였으며, Calcium-scoring t value에 영향을 주는 것으로 알려진 위험인자를 각각의 연관성을 분석한 결과 고지혈증, 고혈압이 유의수준 $\alpha$ < 0.05하에서 Calcium-scoring t value를 높임을 알 수 있었고, Calcium-scoring t value를 Coronary CT angiography 결과와 비교분석 한 결과 관상동맥 석회화 수치는 관상동맥 내의 동맥경화와의 총량과 상관관계가 높다는 결과를 얻을 수 있었고, Coronary CT angiography result를 확진검사로 ROC curve를 분석한 결과 Area의 크기가 0.833으로 우수한 검사법이라 할 수 있고, Asymptotic 95% Confidence interval Low Bound와 Upper Bound가 모두 0.5 이상이며, Asymptotic Sig.(p)가 0.05보다 작으므로 유용한 검사법임을 알 수 있었다. 결 론 : Calcium-scoring검사가 허혈성 심혈관 질환의 다른 선별검사인 심전도와 운동부하검사 등과 더불어 선별검사로서 손색이 없으며, 운동부하검사의 제한점인 관절 질환을 앓고 있거나, 고령 등의 원인으로 운동이 어려운 경우에는 시행하기 어려운 점을 해결할 수 있는 우수한 선별검사라고 할 수 있겠다.