• Journal of Information Science Theory and Practice
• /
• 제8권2호
• /
• pp.6-17
• /
• 2020

Word similarity is often measured to enhance system performance in the information retrieval field and other related areas. This paper reports on an experimental comparison of values for word similarity measures that were computed based on 50 intentionally selected words from a Reuters corpus. There were three targets, including (1) co-occurrence-based similarity measures (for which a co-occurrence frequency is counted as the number of documents or sentences), (2) context-based distributional similarity measures obtained from a latent Dirichlet allocation (LDA), nonnegative matrix factorization (NMF), and Word2Vec algorithm, and (3) similarity measures computed from the tf-idf weights of each word according to a vector space model (VSM). Here, a Pearson correlation coefficient for a pair of VSM-based similarity measures and co-occurrence-based similarity measures according to the number of documents was highest. Group-average agglomerative hierarchical clustering was also applied to similarity matrices computed by individual measures. An evaluation of the cluster sets according to an answer set revealed that VSM- and LDA-based similarity measures performed best.

• 한국항공우주학회지
• /
• 제32권7호
• /
• pp.98-104
• /
• 2004

위성체 얼라인먼트 측정은 측정 정밀도가 ${\pm}0.5^{\circ}$ 이하로 매우 정밀한 것이다. 일반적으로 이러한 측정은 3대 이상의 데오드라이트를 사용하여 측정되고 있다. 그러나 위성체의 위치 안정성 등에 의해 측정 정밀도 오차가 발생될 수 있다. 이에 따라, 데오드라이트, 회전 테이블 및 전자식 수평계 등을 조합하여 새로운 얼라인먼트 측정 시스템을 개발하게 되었다. 본 논문에서 이러한 측정 시스템의 개념과 측정 방법을 기술하였고, 기존의 측정 방법보다 더 좋은 정밀도를 얻을 수 있음을 알 수 있다.

• Communications for Statistical Applications and Methods
• /
• 제24권2호
• /
• pp.143-154
• /
• 2017

A variable selection method based on probabilistic principal component analysis (PCA) using penalized likelihood method is proposed. The proposed method is a two-step variable reduction method. The first step is based on the probabilistic principal component idea to identify principle components. The penalty function is used to identify important variables in each component. We then build a model on the original data space instead of building on the rotated data space through latent variables (principal components) because the proposed method achieves the goal of dimension reduction through identifying important observed variables. Consequently, the proposed method is of more practical use. The proposed estimators perform as the oracle procedure and are root-n consistent with a proper choice of regularization parameters. The proposed method can be successfully applied to high-dimensional PCA problems with a relatively large portion of irrelevant variables included in the data set. It is straightforward to extend our likelihood method in handling problems with missing observations using EM algorithms. Further, it could be effectively applied in cases where some data vectors exhibit one or more missing values at random.

• 한국실내디자인학회논문집
• /
• 제17권4호
• /
• pp.3-10
• /
• 2008

In the Western and Oriental architecture, corridor and stairs have not been important from the whole architectural composition. The purpose of this study is to analyze their elements from theoretical viewpoint of modern architecture. The subject of analysis are Yangjindang and Daesanru of the Mid-Chosun Dynasty in Sangju. The conclusions are the followings : First, the moving line in the Western and Oriental architecture has the linear axis, and in general moving axis is straighten in Hanok architecture. But unlike common traditional architecture, the two buildings are right-angled in the moving axies. Second, Toenmaru in Yangjindang is the element of visual experience in the whole architectural space as promenade architecture called by Le Corbusier. On the other hand, Toenmaru in Daesanru plays a role the space of thinking in extending a visual field to the nature than its pure function. Third, the stairs of Yangjindang is diagonal shape with a role of entrance, but that of Daesanru was concealed in the wall as interior step. Yangjindang has two different stairs. One is broad and shallow stairs with ceremonial or public expression, and the other is narrow and steep stairs with unstable or private expression. This paper intends to show the latent architectural possibility of our traditional architecture.

• 한국주거학회논문집
• /
• 제21권4호
• /
• pp.51-58
• /
• 2010

In the modernization process of the city, urbanization raised a variety of social issues. Urbanization brought noticeable changes in dwelling patterns, such as drastic changes in the housing lifestyle, that revolved around the metropolitan areas of Seoul and Busan etc. before and after the expansion of economic growth. Especially in 1985, when 23.8% of the country's population was concentrated in Seoul, the imbalance of housing supply and demand caused a vast range of housing shortage. The shortage, that resulted from public sector mishandling of natural housing demand, lead to the occurrence of private sector rental housing. The occurrence of this abnormal rental housing supply, became a major cause of Korea's typical lease system called 'Co-dwelling', where the leaseholder and tenant physically lives in the same residence. The leaseholder and tenant's 'Co-dwelling' started from partial renting of traditional Korean-style housing and transformed with the transition of dwelling form and time. However, after 1985, legalization of multi-family housing, Korean rental housing started to be planned in the beginning of it's housing construction and to be produced as an independent space with separate circulation. Also in terms of facility, it changed from partial renting of a space within the residence to an assembly of small individual spaces. However, the background of this deep-rooted 'Co-dwelling' lease system, in different forms and periods of residence, is still based on the lack of public sector rental housing supply and private sector supply of rental space to utilize extra space, 'Jeonsei' payment.

• 복식
• /
• 제64권7호
• /
• pp.57-67
• /
• 2014

This study aims to provide visual data from analysis of the Depaysement approaches with new viewpoints to inspire and develop new fashion window design ideas. The literature and existing researches related to Depaysement were analyzed for theoretical review, and Depaysement expression approaches were identified by expression characteristics. Theme concepts using traditional Korean images, which could be applied to fashion window displays in Korea, were established, and K(Korean)-fashion design was created to develop fashion window display design. Then, the Depaysement fashion window display was executed using Adobe Illustrator and Photoshop. The results of this study are summarized below. 'Change of forms and materials' could visualize the factors inducing curiosity, which can directly stimulate the consumption sentiment lying latent in the mind of observers by assigning new values to fashion goods displayed inside windows. Unconscious experience and remarkable stories, which are not possible to encounter in an everyday setting, can be visualized through the window display in 'heterogeneous combination of objects.' 'The location change of an object' could express the refreshing and shocking scene to give weird anxiety and mental contradiction to observers by fashion window display, which could break fixed idea of human beings. 'The change of object awareness' could express contradiction and denial, which could liberate the unconsciousness lying latent inside observers through fashion window display. 'Change of spatial awareness' could create the design which maximized the fashion images of goods displayed by helping the observers to change the space of their unconsciousness selectively at their will through the fashion window display with hidden, strange, ambiguous and variable image like a riddle.

• 한국산업정보학회논문지
• /
• 제25권3호
• /
• pp.39-51
• /
• 2020

본 연구에서는 공유경제의 다양한 비즈니스 모델 중 공유주차로 범위를 제한하고, 이와 관련된 리뷰를 수집한 후 텍스트마이닝 분석을 통해 공유주차가 갖고 있는 사회적 이슈와 소비자 인식에 대해 살펴보고자 한다. 본 실험에서는 TFIDF (Term frequency inverse document frequency) 기법과 LDA (Latent dirichlet allocation) 기법을 이용하여 키워드별 토픽을 추출하여 분석한 결과 소비자들이 필요로 하거나 원하는 정보들을 파악할 수 있었으며, 토픽으로 분류한 결과 지자체 협약, 주차공간협소, 주차문화개선, 시민참여 등 시민들의 불만과 시민의식이 공유주차 서비스를 시행하는데 중요한 역할을 하고 있다는 것을 확인할 수 있었다. 본 연구는 정성적 연구, 기업 및 지역의 사례를 이용하여 기존의 탐색적 연구를 수행한 선행 연구와는 차별화된 연구로 학술적 기여도가 높다고 할 수 있다. LDA 분석을 본 연구에 활용하여 나타난 결과를 바탕으로 지역경제 활성화를 위한 공유경제 정책 수립에 응용하거나 활용할 수 있다는 실무적 기여도가 있다.

• 태양에너지
• /
• 제12권3호
• /
• pp.28-36
• /
• 1992

상변화물질로의 열전달기구로써 열싸이폰을 사용하는 잠열 축열 시스템의 축열성능을 실험을 통해 조사하였다. 상변화 물질로는 파라핀 왁스(Sunoco P-116)를 사용하였고 왁스의 유효열전도계수를 높이기 위해 여러겹의 구리망을 왁스에 넣었으며 이 구리망은 열싸이폰의 fin의 역할도 하게했다. 열주입율을 변화시켜 실험을 수행하였으며 주요 결론은 다음과 같다. (1) 구리망 사이의 공간은 용해된 왁스의 대류유동을 허용하여 왁스내의 온도를 비교적 균일하게 해 준다. (2) 구리망의 수가 증가하면 전도열전달은 향상하나 대류작용은 억제된다. (3) 구리망의 수가 증가하면 열싸이폰의 열관류계수와 전 열관류계수는 증가하나 열싸이폰의 응축부와 왁스사이의 열전달계수는 감소한다.

• 한국추진공학회:학술대회논문집
• /
• 한국추진공학회 2010년도 제35회 추계학술대회논문집
• /
• pp.622-627
• /
• 2010

본 논문은 내외부에 열원이 있는 시스템에 상변화물질(PCM, Phase Change Material)을 적용한 경우를 수치해석으로 분석한 것으로 컨넥터가 없는 경우와 있는 경우에 대하여 분석한 것이다. 각각의 경우에 $T_{max}$ 열원만 있을 경우와 $T_{max}$와 $710W/m^2$ 열원이 동시에 있을 경우가 고려되었다. 연구 결과 벽면에서의 열전달, 시간에 따른 PCM 온도변화 그리고 내부온도의 변화를 정리하였으며 그 결과 시스템의 구성품과 열전달 방향 및 열원의 종류에 따라 PCM의 잠열 시간이 달라진다는 점을 알 수 있었다.

• 에너지공학
• /
• 제22권3호
• /
• pp.307-311
• /
• 2013

우리나라의 가정용 용도별 에너지 사용량의 68%를 난방과 온수가 차지하고 있다. 따라서 난방과 온수 생산의 대부분을 차지하는 보일러는 에너지 소비 절감을 위해 고효율화가 시급한 기기이다. 보일러의 고 효율화에는 응축 잠열을 회수하는 콘덴싱 보일러 기술이 있지만, 일반 보일러에 비해 가격이 높고 체적이 큰 단점을 가지고 있어 이를 개선하기 위한 연구가 필요하다. 이에 본 연구에서는 식각 기법을 이용한 응축 열전달 촉진 실험을 수행하였다. 열교환기와 동일 재질의 시편에 표면 형태를 구성한 후 식각을 통하여 표면 조도를 부과하고 열전달 특성을 측정한 결과, 최대 9.2%의 열전달 성능 향상을 확인하였다.