• 정보관리학회지
• /
• 제40권4호
• /
• pp.307-327
• /
• 2023

이 연구는 짧은 텍스트인 서명에 단어 임베딩이 미치는 영향을 분석하기 위해 Word2vec, GloVe, fastText 모형을 이용하여 단행본 서명을 임베딩 벡터로 생성하고, 이를 분류자질로 활용하여 자동분류에 적용하였다. 분류기는 k-최근접 이웃(kNN) 알고리즘을 사용하였고 자동분류의 범주는 도서관에서 도서에 부여한 DDC 300대 강목을 기준으로 하였다. 서명에 대한 단어 임베딩을 적용한 자동분류 실험 결과, Word2vec와 fastText의 Skip-gram 모형이 TF-IDF 자질보다 kNN 분류기의 자동분류 성능에서 더 우수한 결과를 보였다. 세 모형의 다양한 하이퍼파라미터 최적화 실험에서는 fastText의 Skip-gram 모형이 전반적으로 우수한 성능을 나타냈다. 특히, 이 모형의 하이퍼파라미터로는 계층적 소프트맥스와 더 큰 임베딩 차원을 사용할수록 성능이 향상되었다. 성능 측면에서 fastText는 n-gram 방식을 사용하여 하부문자열 또는 하위단어에 대한 임베딩을 생성할 수 있어 재현율을 높이는 것으로 나타났다. 반면에 Word2vec의 Skip-gram 모형은 주로 낮은 차원(크기 300)과 작은 네거티브 샘플링 크기(3이나 5)에서 우수한 성능을 보였다.

• Journal of information and communication convergence engineering
• /
• 제6권4호
• /
• pp.454-458
• /
• 2008

It can improve human being's life quality that all people can have more convenient medical service under pervasive computing environment. For a pervasive health care application for diabetes patient, we've implemented a health care system, which is composed of three parts. Various sensors monitor both outer and inner environment of human such as temperature, blood pressure, pulse, and glycemic index, etc. These sensors form zigbee based sensor network. And medical information server accumulates sensing values and performs back-end processing. To simply transfer these sensing values to a medical team is a low level's medical service. So, we've designed a new service model based on back propagation neural network for more improved medical service. Our experiments show that a proposed healthcare system can give high level's medical service because it can recognize human's context more concretely.

• 한국철도학회:학술대회논문집
• /
• 한국철도학회 2004년도 춘계학술대회 논문집
• /
• pp.1001-1006
• /
• 2004

Selection of optimal railway line is taken into consideration include of the purpose of railway, geographical features and facility of management. This study performed opinions of specialists, checking of industrial environment, analysis of bid guideline to select the optimal line and executed AHP method to make quality model and choose weight factors. Therefore, this study executed about six categories which are the efficiency of transportation, facility of planning and construction, economical efficiency, coincidency of planning, the civil appeal and environmental standards, connection with system, and indicated the differences of other method by analyze into specific factors of each categories.

• BMB Reports
• /
• 제48권8호
• /
• pp.429-430
• /
• 2015

Angiogenesis is a complex process involving dynamic interaction of various cell to cell interactions. Endothelial cell interactions regulated by growth factors, inflammatory cytokines, or hemodynamic stress are critical for balancing vascular quiescence and activation. Yes-associated protein (YAP), an effector of Hippo signaling, is known to play significant roles in maintaining cellular homeostasis. However, its role in endothelial cells for angiogenic regulation remains relatively unexplored. We demonstrated the critical role of YAP in vascular endothelial cells and elucidated the underlying molecular mechanisms involved in angiogenic regulation of YAP. YAP was expressed in active angiogenic regions where endothelial cell junctions were relatively loosened. Consistently, YAP subcellular localization and activity were regulated by VE-cadherin-mediated PI3K/Akt pathway. YAP thereby regulated endothelial sprouting via angiopoietin-2 expression. These results provide an insight into a model of coordinating endothelial junctional stability and angiogenic activation through YAP. [BMB Reports 2015; 48(8): 429-430]

• Journal of information and communication convergence engineering
• /
• 제7권3호
• /
• pp.412-417
• /
• 2009

With ubiquitous computing aid, it can improve human being's life quality if all people have more convenient medical service under pervasive computing environment. In this paper, for a pervasive health care application for diabetes patient, we've implemented a health care system, which is composed of three parts. Various sensors monitor both outer and inner environment of human such as temperature, blood pressure, pulse, and glycemic index, etc. These sensors form zigbee-based sensor network. And as a backend, medical information server accumulates sensing data and performs back-end processing. To simply transfer these sensing values to a medical team may be a low level's medical service. So, we've designed a model with context awareness for more improved medical service which is based on ART(adaptive resonance theory) neural network. Our experiments show that a proposed healthcare system can provide improved medical service because it can recognize current context of patient more concretely.

• 대한기계학회:학술대회논문집
• /
• 대한기계학회 2001년도 춘계학술대회논문집A
• /
• pp.722-727
• /
• 2001

The dynamic characteristics of Viscoelastic(VE) damper are experimentally studied. An experimental test was carried out to study the effects of frequency on the damping and stiffness of VE damper. Various cyclic loading tests are conducted. A good agreement was achieved between the experimental results and analytical model proposed by Kasai et al. Also the damping of acrylic rubber is compared with that of PNR material. It was concluded that the damping value of acrylic rubber is higher than that of PNR material.

• 한국전기전자재료학회:학술대회논문집
• /
• 한국전기전자재료학회 2000년도 하계학술대회 논문집
• /
• pp.654-657
• /
• 2000

In the winding system, the constant tension control is too important. In this study, we've used a variable PID system as a function of a radius of winding roll. As a result, it was possible to measure a winding roll radius in the real time by making a mathematical model for measuring a winding roll radius. Finally, we've compared PID parameters as a function of winding roll radius after getting PID parameters in terms of the Ziegler & Nichols(ZN) method.

• 한국건설관리학회:학술대회논문집
• /
• 한국건설관리학회 2003년도 학술대회지
• /
• pp.469-472
• /
• 2003

수도건설사업은 공용이후단계에서 소요되는 운영${\cdot}$유지관리비용 중에서 기계설비 및 관로시설이 대부분을 차지하는 대표적인 플랜트시설로 구성되므로 일반적인 토목시설물의 LCC모델과 차별화되어야 할 것이다. 따라서 본 연구에서는 수도건설사업에 적합하도록 비용분류구조를 제시하고 이에 따라 수도시설 LCC분석 모델을 개발하였다. 설계VE 활동시 기초가 되는 설계VA의 절차를 실무활용도 측면을 고려하여 개선된 설계VA절차를 제시하였다. 제시된 설계VA 절차와 LCC분석모델을 사용하여 실제 건설사업의 설계VE활동에 있어 송수관로의 적정 선형 선정에 적용하였다. 제안된 수도건설사업의 설계VA모델은 향후 수도건설사업의 경제적${\cdot}$가치혁신적 대안선정과 유지관리비 예산 추정 및 적정예산 배정에 매우 유용하게 활용될 수 있을 것이다.

• 한국건설관리학회논문집
• /
• 제5권2호
• /
• pp.181-193
• /
• 2004

수도건설사업은 공용이후단계에서 소요되는 $운영\cdot유지관리비용$ 중에서 기계설비 및 관로시설이 대부분을 차지하는 대표적인 플랜트시설로 구성되므로 일반적인 토목시설물의 LCC모델과 차별화 되어야 할 것이다. 따라서 본 연구에서는 수도건설사업에 적합하도록 비용분류체계를 제시하고, 이에 따라 수도시설의 확률적 LCC분석 모델을 개발하였다. 또한, 설계VE 활동시 기초가 되는 설계VA의 절차를 실무활용도 측면을 고려하여 개선된 설계VA절차를 제시하였다. 제시된 설계VA절차와 확률적 LCC분석모델을 사용하여 실제 건설사업의 설계VE활동에 있어 송수관로의 적정 선형 선정에 적용하였다. 제안된 수도건설사업의 설계VA 및 확률적 LCC분석모델은 향후 수도건설사업의 $경제적\cdot가치혁신적$ 대안선정과 유지관리비 예산추정 및 적정예산 배정에 매우 유용하게 활용될 수 있을 것이다.

• Wind and Structures
• /
• 제38권2호
• /
• pp.129-146
• /
• 2024

Aiming at the problem of non-stationary wind field simulation of downbursts, a non-stationary down-burst generation system was designed by adding a nozzle and program control valve to the inlet of the original wall jet model. The computational fluid dynamics (CFD) method was used to simulate the downburst. Firstly, the two-dimensional (2D) model was used to study the outflow situation, and the database of working conditions was formed. Then the combined superposition of working conditions was carried out to simulate the full-scale measured downburst. The three-dimensional (3D) large eddy simulation (LES) was used for further verification based on this superposition condition. Finally, the wind tunnel test is used to further verify. The results show that after the valve is opened, the wind ve-locity at low altitude increases rapidly, then stays stable, and the wind velocity at each point fluctuates. The velocity of the 2D model matches the wind velocity trend of the measured downburst well. The 3D model matches the measured downburst flow in terms of wind velocity and pulsation characteris-tics. The time-varying mean wind velocity of the wind tunnel test is in better agreement with the meas-ured time-varying mean wind velocity of the downburst. The power spectrum of fluctuating wind ve-locity at different vertical heights for the test condition also agrees well with the von Karman spectrum, and conforms to the "-5/3" law. The vertical profile of the maximum time-varying average wind veloci-ty obtained from the test shows the basic characteristics of the typical wind profile of the downburst. The effectiveness of the downburst generation system is verified.