The aim of this study is to identify the floor plan types of folk houses or traditional vernacular dwellings found in Nagan Folk Village located in Joellanamdo province. Examining the floor plans appeared among 36 vernacular folk houses presumably built in the 19th century in the village by means of the changes in the number of bays of Anche, the mail block of the house, the study was also able to construct a spatial compositional process of floor plan development. The floor plan examination revealed that the basic floor plan type in Nagan folk housing was 'ㅡ' shape, a typical southern dwelling based on the existing classification. This basic type is consisted of three bays or rooms: Jeongji (kitchen), Anbang (large room), and Jageunbang (small room). New spaces or rooms are added to this three room house to expand the house as the residential functions become more complex, such as more living and storage spaces. The expansion appears to have two direction. On the one hand, it has been taken place by inserting Marea, an open wooden floor living space between Anbang and Jageunbang to meet the extended living demand. On the other, Jeongjibang, a second kitchen/storage has been attached to Jeongji outward for extra cooking and storage. This two-way expansion shows the trend of symmetric expansion between cooking, storing space and dwelling space. It can be implied that the arrangement of house rooms has been structurally formulated and shared by the farmer-builders in the 19th century in Nagan village who appeared to be influenced by fixed images for housing.

Microelectromechanical systems (MEMS)-fabricated suspended devices were used to measure the in-plane electrical conductivity, Seebeck coefficient, and thermal conductivity of 304 nm and 516 nm thick InGaAlAs films with 0.3% ErAs nanoparticle inclusions by volume. The suspended device allows comprehensive thermoelectric property measurements from a single thin film or nanowire sample. Both thin film samples have identical material compositions and the sole difference is in the sample thickness. The measured Seebeck coefficient, electrical conductivity, and thermal conductivity were all larger in magnitude for the thicker sample. While the relative change in values was dependent on the temperature, the thermal conductivity demonstrated the largest decrease for the thinner sample in the measurement temperature range of 325 K to 425 K. This could be a result of the increased phonon scattering due to the surface defects and included ErAs nanoparticles. Similar to the results from other material systems, the combination of the measured data resulted in higher values of the thermoelectric figure of merit (ZT) for the thinner sample; this result supports the theory that the reduced dimensionality, such as in twodimensional thin films or one-dimensional nanowires, can enhance the thermoelectric figure of merit compared with bulk threedimensional materials. The results strengthen and provide a possible direction in locating and optimizing thermoelectric materials for energy applications.

도로기하구조정보는 도로의 안전성평가 및 도로의 유지관리를 위한 필수적인 요소이다. 본 연구에서는 GPS(Global Positioning System)/INS(Inertial Navigation System)센서가 탑재된 조사차량을 이용하여 기하구조정보를 수집하였으며, 수집된 차량의 자세정보 중 평면선형과 관련된 Roll, Heading 자료를 이용하여 직선, 원곡선, 완화곡선을 구분하는 알고리즘을 개발하였다. 본 연구에서는 평면선형 인식 이전에 전처리 과정으로 이동평균법을 통하여 자료를 평활화함으로써 원시자료의 이상치를 제거하여 평면선형 인식의 신뢰성을 제고하였다. 유전알고리즘(GA, Genetic Algorithm)을 이용하여 분류정확도(CCR, Correct Classification Rate)를 최대로 하는 알고리즘 파라미터를 설정한 결과 100%의 분류정확도를 보였다. 설정된 파라미터를 이용하여 고속도로와 국도 주행자료를 이용하여 알고리즘을 평가한 결과 90.48%와 88.24%의 분류정확도를 보여, 제안된 평면선형인식 알고리즘은 현장에서 적용 시 높은 신뢰도를 가지는 정보를 제공 가능한 것으로 분석되었다. 본 연구에서 개발한 평면선형인식 알고리즘은 조사차량에 GPS/INS센서의 소프트웨어로 탑재되어 도로 및 교통기술자에게 도로기하구조정보를 보다 용이하게 수집하고 분석할 수 있는 환경을 제공하는데 기여할 것으로 기대된다.

본 논문은 지진에 의한 구조물의 거동을 평가하기 위한 실험방법 중 최근 국내에 도입되어 연구되고 있는 하이브리드실험에 대한 시스템을 구축하고, 그에 따른 모델개발과 하이브리드실험을 실시하여 하이브리드실험기법의 타당성과 정확도를 평가하기 위함이다. 이를 위해 NEESgrid의 미니모스트 시스템을 벤치마킹하여 여건에 맞게 수정, 보완하였으며 2차원 평면뼈대모형을 개발하여 실험에 적용하였다. 그리고 하이브리드실험 결과의 평가를 위해 국내에서는 거의 시도되지 않았던 진동대실험과 비교를 함으로써 결과의 신뢰도를 높였다. 진동대실험에는 하이브리드실험과 동일한 크기의 실물모형을 제작, 실험하여 크기효과의 영향을 최소화하였다. 두 실험의 결과는 거의 비슷한 것으로 나타나 하이브리드실험이 진동대실험을 대체할 수 있을 것으로 판단된다.

The purpose of this study was to compare torso pattern made by draping and flat pattern method in terms of the size of breast. The size of this study was classified as 75A and 75D according to the size of breast. Each torso pattern by the combination of the size and pattern method was compared and analyzed. In order to test the fit of the draping and flat pattern that was developed according to the size of breast, the outer appearance was evaluated. The results of the study were as follows: First, The most striking size difference was difference between the front and the back on bust line level, which decides on position of the side seam in comparison of size between draping and flat pattern of 75A and 75D. In the flat pattern, the difference between the front and the back in the size of breast was consistent regardless of a change in the size of breast. However, in the draping, the bigger breast led to the bigger difference between the front and the back on bustline level. Second, the flat pattern in 75D was evaluated to be the worst in 27 items among total 46 items for the evaluation of outer appearance in the draping and flat pattern of 75A and 75D. Third, regardless of size, the draping was evaluated to be more suitable in the areas related to neck, arm hole, and waist dart than the flat pattern. These results are suggesting that the draping is a method of reflecting characteristic of the body type more accurately than the flat pattern, and that the draping is a more suitable method than the flat pattern for the design of clothing pattern of the body type with big breast like 75D.

The aim of this study is to analyze the planar composition of rectangular formation houses in 8 areas, both cities and counties, in the sphere of Andong and to reveal the characteristics of these houses in each region. This study of the rectangular formation of houses and their characteristics will facilitate an understanding of the general trends of housing in Andong cultural area.. In this study, the subject houses are composed of three parts: Bonchae, Anchae, and Sarangchae, and the author classified the planar types of the houses. The differences in the regional planar types were analyzed through visual and statistical methods. The analyzed results reveal the regional characteristics of the rectangular formation houses in terms of their planar aspects in the Andong region. The distribution showed the greatest preference toward one type out of two types of distribution of Bonchae, Anchae, and Sarangchae. The ratio for the higher distribution was approximately 70%, whereas the ratio for the lower distribution was around 20%. For convenience, the type with a higher distribution rate is referred to as the “major type,” and the type with a lower distribution rate is termed the “minor type.’ The complete-type houses (73%) in Bonchae were a major type there, and the symmetric-type houses (73%) in Anchae were the major type in that location. In addition, the corner-type houses (72%) in Sarangchae were the major type . In the regional distribution of major types and minor types in the 8 regional cities and counties, regional differences were noted. The three regional groups can be divided into A, B, and C according to the distribution ratio. Andong, Bonghwa, and Yecheon belong to region A. that shows a variety of distribution types and a dispersive trend. Yeongyang and Yeongdeok belong to region C that shows a simplified trend.Yeongju and Cheongsong belong to region B

비정형 평면을 가진 건물의 추가적인 손상의 원인이 되는 비틀림과 비정형성의 척도인 편심과의 관계에 대한 많은 연구들이 진행되어 왔으나 손상도와 편심의 직접적인 관계에 대한 연구는 수행된 적이 거의 없다. 본 연구에서는 비정형 평면을 가진 건물의 복잡한 지진 응답에 적용할 수 있는 3차원 손상도 계수를 이용하여 건물의 손상도와 편심에 대한 정량적인 관계를 분석하였다. 이를 통해 건물의 편심이 커지면 최대변위는 줄어들지만 비틀림 거동이 증가하여, 손상의 집중으로 인해 전반적인 손상도 계수가 증가함이 관찰되었다. 또한, 2차원 주기가 비슷한 경우에는, 건물의 길이가 최대변위와 최대 비틀림에 미치는 영향이 작으며 이로 인해 전체 손상도 계수에도 그 영향이 미미한 것으로 관찰되었다. 해석 결과를 바탕으로 중약진 지역에서 편심의 크기가 10%, 20%, 30%인 단층 건물은 편심이 없는 건물에 비해서 각각 평균 3~5%, 13~18%, 33~47% 정도의 손상도 증가가 있을 것으로 분석하였다. 이와 같은 편심-손상도 관계는비정형 평면을 가진 건물의 내진 설계에 있어서 기본 구조 계획 수립과 내진 성능 평가에 유용한 자료가 될 것으로 생각된다.

현 도로설계기준은 설계속도에 기반하여 선형설계에 관한 지침을 제시하고 있으며, 이는 설계속도가 도로 공용 후에 운전자의 주행 속도와 거의 동일할 것임을 전제하고 있다. 도로 평면 곡선부의 설계도 주어진 설계속도에 따라 운전자가 쾌적성을 유지한 채 통과할 수 있는 최소곡선반경을 기준으로 제시하고 있다. 그러나 쾌적성에 기초한 횡방향 미끄럼마찰계수는 실제 습윤노면에서 관측되는 물리적인 횡방향 미끄럼마찰계수보다 낮기 때문에 기준에 제시된 곡선반경은 최소의 의미보다는 권장 값으로 보는 것이 합리적이다. 아울러, 최소곡선반경보다 여유로운 설계 값을 선호하는 실무관행으로 도로 공용 후 운전자의 주행속도는 설계속도를 상회하여 설계속도가 주행속도를 대표하지 못하는 결과를 초래하고, 결과적으로 현 설계기준의 주요전제를 위반하게 될 것으로 본다. 이러한 연구 가정을 검토하기 위해 지방부 도로에서 노면 미끄럼 마찰계수와 운전자의 주행속도를 조사하였다. 연구결과로, 쾌적성에 기반한 미끄럼 마찰계수와 물리적인 미끄럼마찰계수와의 차이에 따른 안전여유를 정량적으로 제시했고, 안전여유 및 설계관행에 따른 여유로운 설계로 인해 설계속도와 주행속도 간에 괴리가 발생함을 제시했다. 이를 토대로, 현 설계속도 기반의 선형설계는 최소기준과 더불어 설계속도와 주행속도 사이의 괴리를 최소화할 수 있는 선형 설계 관리 방안이 마련될 필요가 있다.

A plane-parallel model of the diffuse Galactic light (DGL) is calculated assuming exponential disks of interstellar dust and OB stars, by solving exactly the radiative transfer equation using an iterative method. We perform a radiative transfer calculation for a model with generally accepted scale heights of stellar and dust distribution and compare the results with those of van de Hulst & de Jong for a constant slab model. We also find that the intensity extrapolated to zero dust optical depth has a negative value, against to the usual expectation.

경위선이 비교적 넓은 간격으로 표시된 종이지도(이하 지도)에서 임의 지점의 경위도 좌표 값을 파악하는 것은 매우 불편하다. 따라서 휴대용GPS 단말기(이하 휴대용GPS)에 표시된 현재 위치의 경위도 좌표 값으로 지도상에서 그 위치를 파악하는 것도 역시 불편하다. 이러한 문제들로 풍부한 지리정보가 담겨져 있는 지도임에도 불구하고 휴대용GPS와 병용하는 것은 결코 쉽지 않다. 더욱 지도상에 다수의 좌표선과 해당 좌표 값 및 측지계가 표시되어 있지 않으면 휴대용GPS와 함께 사용하는 것은 불가능에 가깝다. 본 연구에서는 지도기반 평면격자좌표계란 새로운 기법을 이용하여 어떠한 형태의 지도라도 휴대용GPS와 편리하게 병용할 수 있는 방법을 모색해보고자 한다. 지도기반 평면격자좌표계(Map Based Rectangular Grid, 이하 평면격자좌표계)란 직접 지도에 임의로 기획하는 좌표계로서 축척에 관계없이 지도의 가로･세로 방향으로 1cm 간격마다 한 단위씩 수치가 증가하도록 구성한 좌표계이다. 휴대용GPS의 좌표계 설정에서 사용자가 직접 좌표계 속성을 입력할 수 있는 기능을 통해 임의의 위치 좌표 값을 지도에 기획한 평면격자좌표 값으로 표시할 수 있으므로 보다 편리하고 신속하게 지도상에서 임의의 위치 파악이 가능해진다. 또한 이 좌표계의 특성상 지도상에서 특정 지점의 평면격자좌표 값을 편리하고 신속하게 파악할 수 있을 뿐만 아니라 해당 수치를 휴대용GPS에 그대로 입력하여 특정지점(Waypoint)으로 저장할 수도 있다. 하지만 사용되는 지도에 따라 휴대용GPS에서 다소 복잡한 좌표계 설정을 재시도해야 하고, 취득한 평면격자좌표의 값은 상대적 좌표 값이라는 단점을 지니고 있다.

The study on Buddhism architecture in early Joseon dynasty was inactive. The period of King Sejo is important for studying the trend of Buddhism architecture in early Joseon, that was transmitted from the end of Goryeo dynasty, but it was difficult to know its exact situation due to lack of related records. The records were all written by Kim Su-ohn, which are Wongaksabi' 'Sangwonsajungchanggi' 'Bongseonsagi 'Geonginsajungchanggi'. The main hall was mainly second floor and there were necessarily annexed buildings at the right and left of the main hall. So the plane figure of □□□ was shown. It was a main stream for monk's living hall and meditation hall to be located at the right and left of yard in front of main hall. This layout may be referred to search for the origin of the layout in courtyard based structure(中庭形) in the late Joseon dynasty. Most of temples had 3 gates. Some part of horizontal corridor was used as 2 gates and the outer gate, far from main hall, was without corridor. The gate leading to front yard of main hall was called front gate, the next was middle gate and the outer gate was Oisamun(外沙門 )or Samun(沙門). In most of the temples, people could enter into the front yard through pavilion which had the function of bell tower. The pavilions were located between front gate and first corridor. It is thought that this layout of the place for making bean curd outside the temple area will contribute to different studies on temples making bean curd in the future. The records about temple's foundation studied above are a little different between temples, but have more similarities. These common denominators represent the architecture tendency of Buddhist temples in the related period. It is thought that such a tendency was also shown on architecture of other temples during the reign of King Sejo as well as Buddhist temples.

The "Jeongjagak(丁字閣, T shaped building)" was important building from Goryeo Dynasty to Joseon Dynasty. For long period, the scale and form of the building had been changing bit by bit. The change of building results from the function. As the Jeongjagak accepted the functions of the Yeongakjeon(靈幄殿), there appeared changes of plane. The main function of Yeongakjeon was suppling space for the dead king's coffin. The Yeongakjeon was not built in the first year of King Sukjong(1674). At that time, the Jeongjagak was responsible for the function of the Yeongakjeon as an alternative. Starting from this, the Jeongjagak was used as space for the dead king's coffin. Because the coffin should place on from south to north, it demanded long inner space in south-north direction. Therefore the effort to make enough length in south-north direction was begun from the first year of King Sukjong(1674). In order to solve the problem, the Toigu(退構) was made from the reign of King Sukjong to the 28th year King Youngjo(1852). The Toigu was temporary inner space which was made in one compartment at the Baewichung(拜位廳, the part of the Jeongjagak). But the length of the Jeongjagak's south-north direction was reduced to 61.8m(20尺6寸) at the 33th year of King Youngjo(1857) when the 『Gukjosangryebopyon(國朝喪禮補編)』 was completed. Also it extended to 84m(28尺) during the reign of King Jeongjo(1774～1800). Following these process of extension and reduction, the length was standardized as 72m(24尺) at the reign of King Sunjo(1800～1834). These facts explains that the main cause of plane change at the Jeongjagak was acceptance of functions that was used as space for the dead king's coffin. Also, the important points of change at the Jeongjagak were the first year of King Sukjong, the 33th year of King Youngjo and the first year of King Sunjo. When it was the first year of King Sukjong and the 33th year of King Youngjo, there were two national funerals. Because of concern about the increasing labor and tax of the nation, the scale of the Jeongjagak was changed to decreasing size. Due to the improvement of drawings and annotation on a Eugwe(儀軌) at the first year of King Sunjo, the size of Jeongjagak was standardized.

We present analytical approximations for calculating the scattering and escape of non-ionizing photons from a plane-parallel medium with uniformly illuminated by external sources. We compare the results with the case of a spherical dust cloud. It is found that more scattering and absorption occur in the plane-parallel geometry than in the spherical geometry when the optical depth perpendicular to the plane and the radial optical depth of the sphere are the same. The results can provide an approximate way to estimate radiative transfer in a variety interstellar conditions and can be applied to the dust-scattered diffuse Galactic light.

This study aims to investigate and analyze the plan and structural system of 4 kan(間) by 4 kan(間) square church built in early 20th century. At that time, three kinds of traditional wooden structure church had been built under the circumstances of transitional era : Basilica style such as Ganghwa Anglican Church, ‘ㄱ’ shaped style such as Keumsan Church and 4×4 Square style such as Bukok Church and Jacheon Church that are concerned in this study. Traditional plans and structural system were mixed with new religious function and transformed into korean peculiar style. 4×4 Square style is a residual product in that process. Despite of it, little concerns on it till now. The results of this study are described as follows. 1. The plan of these 4×4 square churches is divided into three areas : cathedra(1×1), attendance(4×2), and intermediation(4×2). The location of cathedra is commonly the opposition part of main gate and projected out of the building. Attendance area was also divided into two, man and woman, because of keeping a distance with each other. 2. The structural system of these 4×4 square churches are somewhat different because of their size and roof style. In the case of Bukok church, 4×4 square fall off 3×3 and 2×2 gradually and turn into paljak(八作) roof, which enable us to get in traditional entering methods. On the contrary, Jacheon church use hipped roof but almost alike pyramidal roof, which could make us not to recognize entering in the aspect of gable part.

국도와 지방도의 2차로도로에서 정면충돌사고, 교행시 측면접촉 고정물체 충돌 사고 비율이 매우 높게 나타나고 있다. 따라서 본 연구에서는 2차로도로의 횡단면과 평면선형에 대한 문제점과 개선점을 찾아내 2차로도로의 교통소통과 안전성을 개선하는 방향을 찾고자 하였다. 이를 위해 평면곡선 구간에 대한 안전성 평가지표를 선정하여, 선형개량, 확폭, 편경사의 효과를 평가하고, 사례연구를 통해 이를 검증하고 경제성을 분석하였다. 연구 결과, 2차로도로 평면선형구간의 안전성 평가지표로 "직선부 평균주행속도-곡선부 평균주행속도 차이(≥10km/h)"를 선정하였으며, 선형이 취약한 구간의 안전성 향상을 위해서는 선형개량이 가장 큰 효과를 거둘 수 있으며, 그 후에 편경사 개선과 확폭이 병행되어야 운영적 측면과 안전성 측면에서 큰 효과를 거둘 수 있음을 밝혀냈다. 또한 본 연구는 선형개량이 막연히 시설 및 간단한 개선보다 얼마나 좋은지를 정량적으로 제시하였다는 점에서 그 의의를 찾을 수 있다.

In this study, I attempted to the architectural design characteristics of Daeung-Jeon in Sudeok Temple. For this purpose, After I set up several assumptions in the basis of the general characteristics of Korean wood architecture, and then, analyzed floor plan, structural formation and section sizes of structure and bracket members in relation to module and unit. As the results, the characteristics of the design process of plan and structure are follows. (1) 1 ja(尺), the unit applied to this building is measured $307.6{\sim}318.3mm$) and the average is 312.9mm (2) It is estimated that the floor plan designed on the basis of the top of columns. By the applied unit, every bay of the front side and the side is each designed by 15 ja and 8.5 ja. (3) The section is composed of piled members which have same section size. As basic module of section size called 'jae(재;材)', it is estimated at width 0.45 ja by height 0.75 ja. And as the secondary module, height between jae and is called 'gyoe(계;)' and it wes designed by three height size of 0.25 ja, 0.27 ja and 0.30 ja, (4) It is estimated that the section plan was designed by the order as follows. Firstly, the horizontal position of purlins wes decided on the basis of the intersection point of long and short rafters, and then the position and the section size of purlins and jangheyo(長舌) wes decided on the basis of the slope of roof and rafters. Secondly, going down from purlins, the members of structure composed of 'jae' and 'gyoe' was repeated. Lastly, for the purpose of linking the structure members located on the center line of adjacent purlins organically, the height of whaban(화반) was controlled.

현재 우리나라에서 도로 평면선형 설계를 위해 도로설계속도 개념을 사용하고 있다. 도로설계속도 개념은 단 한 개 도로 설계속도를 사용하기 때문에 도로 기하구조 수준이 일정해진다는 강점을 갖고 있으나, 도로 건설 후 그 도로를 주행하는 실제 차량 속도가 설계속도와 달리 나타날 수 있다는 약점을 갖고 있기도 하다. 본 연구에서는 이 약점을 보완하기 위해, 이미 여러 나라에서 사용 중인 주행속도 예측모형에 근거한 평면 선형설계기법을 제안한다. 본 연구에서는 이를 위해 우리나라 전역에서 표본을 선택하여 차량 속도조사를 수행했고, 속도에 영향을 미치는 도로설계요소를 통계분석을 통해 선정하여 양방향 2차로와 4차로 일반국도에 대한 차량 주행속도 모형을 제시했으며, 그 모형을 도로 평면선형설계에 적용하는 과정을 제시했다. 한편 새로운 기법에 대한 유효성을 밝히기 위한 실제 사례분석에서 새로운 기법은 기존 기법이 갖고 있는 약점을 해소하는 것으로 밝혀졌다. 향후 우리나라 도로 건설 사업에서 본 연구에서 제안한 평면선형 설계기법을 적용하면 도로 투자 효율성이 높아지고, 더 높은 설계일관성을 확보할 수 있을 것으로 판단한다.

As a result of analyzing the floor plan shown in the three drafts, there were a great deal of differences in composing the space of the inner main hall. The inner room facing to the east with the arrangement crossing the inner floor at right angles in the 'Baekdangguje Draft' faces to the south in the east or west in front of the main house thereafter. This represents that it reflects the intent of the owner of the architecture emphasizing the size increase and ceremonies of the main house in the 'ㅁ shape', which has changed to the directions of easily accommodating the Confucian ceremonial activities in the floor plan of the inner house as the size of the main house was gradually increasing from 24 sections to 30 or 38 sections. The expansion in the size of main house further divided the functions of floor into one for daily life and the other for ceremonies as well. In other words, the 30 Sections in Yijeong Draft as being the first planned draft for reconstruction had a hall for memorial services in the main hall of the inner house, whereas the 'Draft with 38 Sections' as being the second planned draft for reconstruction was planning a room with a floor (two sections of Bangdang) for memorial purpose in the back of the inner main hall. The variations in the guest house (or space for men) shown in the drafts confirms the establishment of space for men as the size of the main house increases. We can see the change that a large guest house is placed over the south and in the south and east of the main house as the number of main house increases by 30 sections or 38 sections. Especially, a guest house with a wide space in a 'ㄴ shape' is arranged from the south of main house to the east wing in the Draft with 38 Sections. In addition, the backward sections are advanced in the front and back of guest house in the drafts with 30 and 38 sections, while a back floor or a back floor connecting to the back room or sleeping room or inner house is installed in the backward sections.

대공간 구조물은 3차원적인 힘의 흐름과 면내력에 의해 외부하중에 대한 저항 능력을 극대화 시킨 형태 저항 구조로서, 일반적인 골조와는 달리 부재에 대한 유한 변형을 동반 하므로 정적, 동적 해석에 관계없이 비선형 해석이 요구 된다. 대공간 구조물의 정확한 구조 해석을 수행하기 위해서는 기하학적 비선형 및 재료적 비선형 뿐 아니라 두 효과를 함께 고려한 비선형 해석이 필요하다. 기하학적 비선형 문제가 구조재료의 특성 및 위치에 따른 비선형을 고려하지 못하고, 구조재료의 비선형 문제가 기하학적 형상에 따른 비선형을 고려하지 못한다는 상호간의 단점을 해결하기 위하여, 본 논문에서는 유한요소법으로 기하학적 비선형을 고려한 비선형 평형방정식을 적용하고, 부재의 응력-변형률 관계를 이용하여 재료적 비선형성도 함께 고려하였다. 사용된 수치해석 기법은 불안정 경로의 해를 찾아갈 수 있는 호장법을 적용하여 하중-변위 곡선을 추적하였다. 본 연구의 수치 해석결과 제시한 평면 트러스의 비탄성 비선형 거동을 정확하고 효율적으로 예측 가능한 것으로 나타났다.