• 제목/요약/키워드: Scale-free

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온톨로지 기반 소설 네트워크 분석을 이용한 전문가 추천 시스템 (An Expert Recommendation System using Ontology-based Social Network Analysis)

  • 박상원;최은정;박민수;김정규;서은석;박영택
    • 한국정보과학회논문지:컴퓨팅의 실제 및 레터
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    • 제15권5호
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    • pp.390-394
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    • 2009
  • 시맨틱 웹 기반의 소셜 네트워크는 다양한 분야에서 높은 활용성을 가진다. 본 논문에서는 FOAF 기반 소셜 네트워크에 대하여 다양한 분석을 수행하고, 이를 바탕으로 네트워크 내의 전문가를 추천하는 시스템을 제안한다. 분석 시스템은 SparQL, RDFS 추론, 그리고 시각화 도구를 이용하여 온톨로지 기반 소셜 네트워크에 대한 효과적인 활용 방안을 제시한다. 그리고 이러한 분석 시스템을 실제 소셜 네트워크에 적용시켜 Centrality, Small world, Scale free 특성 등의 다양한 분석을 수행하고, 특정 분야에 대한 전문가를 분석하는 방법을 제시한다. 이러한 활용방법은 마케팅, 조직 관리, 지식 경영 시스템 등 다양한 분야에서 이용될 것으로 기대한다.

고난류강도 자유유동에서 평판 경계층 천이의 예측을 위한 난류 모형 개발 (Development of k-$\epsilon$ model for prediction of transition in flat plate under free stream with high intensity)

  • 백성구;임효재;정명균
    • 유체기계공업학회:학술대회논문집
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    • 유체기계공업학회 2000년도 유체기계 연구개발 발표회 논문집
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    • pp.337-344
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    • 2000
  • A modified k-$\epsilon$ model is proposed for calculation of transitional boundary layer flows. In order to develop the eddy viscosity model for the problem, the flow is divided into three regions; namely, pre-transition region, transition region and fully turbulent region. The pre-transition eddy-viscosity is formulated by extending the mixing Length concept. In the transition region, the eddy-viscosity model employs two length scales, i.e., pre-transition length scale and turbulent length scale pertaining to the regions upstream and the downstream, respectively, and a university model of stream-wise intermittency variation is used as a function bridging the pre-transition region and the fully turbulent region. The proposed model is applied to calculate three benchmark cases of the transitional boundary layer flows with different free-stream turbulent intensity ( $1\%{\~}6\%$ ) under zero-pressure gradient. It was found that the profiles of mom velocity and turbulent intensity, local maximum of velocity fluctuations, their locations as well as the stream-wise variation of integral properties such as skin friction, shape factor and maximum velocity fluctuations are very satisfactorily Predicted throughout the flow regions.

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구조적 특징에 기반한 대사 경로 드로잉 알고리즘 (An Algorithm for Drawing Metabolic Pathways based on Structural Characteristics)

  • 이소희;송은하;이상호;박현석
    • 한국정보과학회논문지:소프트웨어및응용
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    • 제31권10호
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    • pp.1266-1275
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    • 2004
  • '생물정보학'이란 생물학적 데이타를 처리, 가공하여 정보를 얻어내는 연구 분야로 이 중 대사 체학은 대사 경로 네트워크를 가시화하여 생명 활동을 이해하고자 하는 분야로, 대사 경로 내의 흐름을 한 눈에 알 수 있도록 가시화하여 보여 줄 수 있는 도구가 반드시 필요하다. 따라서 본 논문에서는 새로운 '대사 경로 드로잉 알고리즘'을 제안하였다. 대사 경로 그래프의 구조로는 이분 그래프를 이용하여 가독성을 높였으며, 이 그래프가 척도 없는(scale-free) 네트워크 구조라는 것과 구조적으로 환형, 계층적, 선형 컴포넌트를 가진다는 것을 고려하여 사이즈가 큰 그래프도 적절하게 드로잉 하도록 하였다.

철근콘크리트 구조물에 대한 반복하중속도의 영향에 관한 연구 (Effects of Cyclic Loading Rate on response of Reinforced Concrete Structures)

  • 정란;박현수
    • 전산구조공학
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    • 제2권3호
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    • pp.77-84
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    • 1989
  • 본 논문의 내용은 철근콘크리트 보-기둥 접합부가 지진 하중을 받을 때의 거동에 대하여 관찰한 것이다. 똑같이 제작된 두개의 시험체에 정적 반복하중과 동적 반복하중을 가하여 하중-처짐 곡선이나 파괴 성상 등에 관하여 차이점을 기록하였다. 동적하중을 받는 시험체의 거동은 내진설계 규준에서 일반적으로 쓰여지는 정적하중 하에서의 시험체의 거동과는 판이한 양상을 보여주었다. 시험체가 동적하중을 받을 때에는 정적하중을 받을 때 보다 1. 극한하중이 20-25% 증가하고 2. 높은 취성을 보이며 3. 균열이 집중되고 4. 휨파괴 보다는 전단파괴현상을 나타내었다.

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Detrended fluctuation analysis of magnetic parameters of solar active regions

  • Lee, Eo-Jin;Moon, Yong-Jae
    • 천문학회보
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    • 제41권1호
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    • pp.81.2-81.2
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    • 2016
  • Many signals in the nature have power-law behaviors, namely they are "scale-free". The method of detrended fluctuation analysis (DFA), as one of the popular methods (e.g., Rescaled range analysis and Spectral analysis) for determining scale-free nature of time series, has a very important advantage that the DFA can be applied to both stationary and non-stationary signals. The analysis of time series using the DFA has been broadly used in physiology, finance, hydrology, meteorology, geology, and so on. We performed the DFA of 16 Spaceweather HMI Active Region Patch (SHARP) parameters for 38 HMI Active Region Patches (HARPs) obtained by Solar Dynamics Observatory (SDO) from May 2010 to June 2014. The main results from this study are as follows. (1) The most of the time series data are non-stationary. (2) The DFA scaling exponents of "mean vertical current density" for 38 HARPs have a negative correlation coefficient (-0.41) with flare index. (3) The DFA scaling exponents of parameters such as "Sum of the absolute value of net currents per polarity", "Absolute value of the net current helicity", and "Mean photospheric excess magnetic energy density" for the most active HARPs having more than 10 major flares, have positive correlation coefficients (0.64, 0.59, and 0.53, respectively) with the ratio of "the number of CMEs associated with major flares" to "the number of major flares". Physical interpretations on our results will be discussed.

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Bitcoin Lightning Network의 강건성에 대한 연구 (A Study on the Robustness of the Bitcoin Lightning Network)

  • 이승진;김형식
    • 정보보호학회논문지
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    • 제28권4호
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    • pp.1009-1019
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    • 2018
  • Bitcoin은 블록체인을 활용한 최초의 어플리케이션으로 새로운 지불 수단으로 각광받고 있지만, 확장성에 있어서 한계점을 갖는다. Lightning Network의 개념은 최근 Bitcoin의 확장성 문제를 다루기 위해 소개되었다. 본 논문에서는 실제 Bitcoin Lightning Network가 scale-free 특성을 갖는다는 것을 밝혔다. 따라서 임의 노드 실패에 강건한 반면, 네트워크의 특정 노드를 목표로 하는 공격에 대해 취약할 수 있다. 네트워크 공격 모델의 시뮬레이션을 통해 Bitcoin Lightning Network의 강건성을 실험적으로 분석했으며, 시뮬레이션 결과는 실제로 Lightning Network가 높은 차수를 갖는 소수의 노드를 파괴하는 공격에 취약하다는 것을 보여 준다.

소외계층의 주거환경개선을 위한 소규모 주택 리모델링에 관한 평가연구 - TV 방송 무료주택 리모델링 프로그램 '러브하우스' 사례조사를 중심으로- (Estimation of remodeling of small-scale houses to improve the residential environment for the underprivileged - case study on the TV program 'Love House' for free residential remodeling -)

  • 양세은
    • 한국실내디자인학회논문집
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    • 제17권3호
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    • pp.34-42
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    • 2008
  • The objective of this research is not only making the planning guides regarding a small-scale residential remodeling but also examining closely the social roles of the interior design for the poor and the underprivileged class by analyzing the residential remodeling cases. The scope of research includes 40 remodeling houses free of charge which are broadcasted in the TV program 'Love House'. Taking in consideration the characteristics of users like parentless or single-parent families and families with disabled persons, this study uses the spatial approach, user's convenience approach and psychological problem solving approach, in terms of the methodology. In result of the analysis of their interior design, first of all, it is essential solving the problem of limited house space by comparison with the family number. Second, the universal design concept for the family with disabled persons(72.5%), old persons or children is strengthened guaranteeing privacy in small and old interior space. Third, the interior design is focused in increasing communication among family members, because mental and physical obstacle would obstruct accessibility among them. This research shows the importance of the interior design which makes wide social roles contributing to create "welfare society".

Autonomous Micro-grid Design for Supplying Electricity in Carbon-Free Island

  • Hwang, Woo-Hyun;Kim, Sang-Kyu;Lee, Jung-Ho;Chae, Woo-Kyu;Lee, Je-Ho;Lee, Hyun-Jun;Kim, Jae-Eon
    • Journal of Electrical Engineering and Technology
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    • 제9권3호
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    • pp.1112-1118
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    • 2014
  • In island and backcountry areas, electrical power is usually supplied by diesel generators. It is difficult for small scale diesel generators to have an economy of scale owing to the usage of fossil fuels to produce electricity. Also, there is a problem of carbon dioxide emissions that brings some environmental pollution to the entire region of the area. For solving those, this paper proposes a design method of autonomous micro-grid to minimize the fossil fuels of diesel generator, which is composed of diesel generator, wind turbine, battery energy storage system and photovoltaic generation system. The proposed method was verified through computer simulation and micro-grid operation system.

A nonlocal integral Timoshenko beam model for free vibration analysis of SWCNTs under thermal environment

  • Liani, Mohamed;Moulay, Noureddine;Bourada, Fouad;Addou, Farouk Yahia;Bourada, Mohamed;Tounsi, Abdelouahed;Hussain, Muzamal
    • Advances in materials Research
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    • 제11권1호
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    • pp.1-22
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    • 2022
  • In this paper, the nonlocal integral Timoshenko beam model is employed to study the free vibration characteristics of singled walled carbon nanotubes (SWCNTs) including the thermal effect. Based on the nonlocal continuum theory, the governing equations of motion are formulated by considering thermal effect. The influences of small scale parameter, the chirality of SWCNTs, the vibrational mode number, the aspect ratio of SWCNTs and temperature changes on the thermal vibration properties of single-walled nanotubes are examined and discussed. Results indicate significant dependence of natural frequencies on the nonlocal parameter, the temperature change, the aspect ratio and the chirality of SWCNTs. This work should be useful reference for the application and the design of nanoelectronics and nanoelectromechanical devices that make use of the thermal vibration properties of SWCNTs.

Novel quasi 3D theory for mechanical responses of FG-CNTs reinforced composite nanoplates

  • Alazwari, Mashhour A.;Daikh, Ahmed Amine;Eltaher, Mohamed A.
    • Advances in nano research
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    • 제12권2호
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    • pp.117-137
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    • 2022
  • Effect of thickness stretching on free vibration, bending and buckling behavior of carbon nanotubes reinforced composite (CNTRC) laminated nanoplates rested on new variable elastic foundation is investigated in this paper using a developed four-unknown quasi-3D higher-order shear deformation theory (HSDT). The key feature of this theoretical formulation is that, in addition to considering the thickness stretching effect, the number of unknowns of the displacement field is reduced to four, and which is more than five in the other models. Two new forms of CNTs reinforcement distribution are proposed and analyzed based on cosine functions. By considering the higher-order nonlocal strain gradient theory, microstructure and length scale influences are included. Variational method is developed to derive the governing equation and Galerkin method is employed to derive an analytical solution of governing equilibrium equations. Two-dimensional variable Winkler elastic foundation is suggested in this study for the first time. A parametric study is executed to determine the impact of the reinforcement patterns, nonlocal parameter, length scale parameter, side-t-thickness ratio and aspect ratio, elastic foundation and various boundary conditions on bending, buckling and free vibration responses of the CNTRC plate.