• 국제학술발표논문집
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• The 9th International Conference on Construction Engineering and Project Management
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• pp.800-807
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• 2022

This study aims to review the use of graph databases in construction research. Based on the diagnosis of the current research status, a future research direction is proposed. The use of graph databases in construction research has been increasing because of the efficiency in expressing complex relations between entities in construction big data. However, no study has been conducted to review systematically the status quo of graph databases. This study analyzes 42 papers in total that deployed a graph model and graph database in construction research, both quantitatively and qualitatively. A keyword analysis, topic modeling, and qualitative content analysis were conducted. The review identified the research topics, types of data sources that compose a graph, and the graph database application methods and algorithms. Although the current research is still in a nascent stage, the graph database research has great potential to develop into an advanced stage, fused with artificial intelligence (AI) in the future, based on the active usage trends this study revealed.

• International Journal of Aerospace System Engineering
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• 제2권1호
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• pp.47-52
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• 2015

The transient phenomenon of self-powered energy-harvesting is assessed using a bond-graph method. The bond-graph is an energy-based approach to describing physical-dynamic systems. It shows power flow graphically, which helps us understand the behavior of complicated systems in simple terms. Because energy-harvesting involves conversion of power in mechanical form to the electrical one, the bond-graph is a good tool to analyze this power flow. Although the bond-graph method can be used to calculate the dynamics of combining mechanical and electrical systems simultaneously, it has not been used for harvesting analysis. We demonstrate the usability and versatility of bond-graph for not only steady analysis but also transient analysis of harvesting.

• 한국안전학회지
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• 제18권2호
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• pp.64-72
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• 2003

A new reliability assessment methodology is presented and the new method is compared with fault tree analysis. The system is modeled by directed graph at a new methodology, which is composed of nodes and arcs. The directed graph corresponds to the layout of chemical process and is easy to construct. Therefore, the directed graph analysis is applicable to the chemical process that has complex sequence. The example of fault tree analysis and directed graph analysis is given. The directed graph analysis has proved to be a valuable and useful method for the reliability assessment of chemical process.

• 한국과학교육학회지
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• 제27권4호
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• pp.285-296
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• 2007

본 연구에서는 지구과학 그래프 유형을 분석하기 위한 기준을 만들고, 과학 교과서 비교 분석을 통하여 지구과학 그래프의 유형과 특징을 파악함으로써 지구과학 교과서에서 그래프의 기능과 구조에 대한 시사점을 얻고자 하였다. 지구과학 교과서 분석 결과, 선 그래프와 등치선도가 많이 사용되고 있는 것으로 나타났다. 선 그래프 중에는 단순 선 그래프 이외에도 다중 선 그래프와 YX 그래프의 사용 비율이 특히 높았다. 다른 과학 교과의 그래프와 비교 분석한 결과, 지구과학 교과는 다른 과학 교과에 비해 사용되는 그래프의 수가 많고 그 유형이 다양함을 알 수 있었다. 특히, 다른 과학 교과에 비해 선 그래프의 비율은 낮은 반면 등치선도, 분산 그래프 등의 비율이 높았다. 선 그래프 중에서는 특히 YX 그래프의 비율이 다른 교과에 비해 매우 높아 지구과학 교과의 가장 특정적인 그래프인 것으로 나타났다. 본 연구의 결과는 지구과학 교과서에서 그래프의 구조와 기능면에서의 개선을 시사하며, 학생들의 그래프 해석 능력에 대한 후속 연구를 제안한다.

• 한국수학교육학회지시리즈A:수학교육
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• 제58권3호
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• pp.403-422
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• 2019

2015 개정 중학교 1학년 수학 교과서 총 10종을 대상으로 분석틀에 근거하여 교과서 체제별로 그래프의 표현과 해석에 관한 요소를 빈도 분석하고 교차분석 하였으며, 그래프 내용에 관한 학생들의 만족도를 조사하였다. 그 결과, 전반적으로 교과서에 그래프의 표현보다 해석에 관한 문항이 더 많이 수록되어 있으며, 또 학생들은 그래프 단원에 학습 효과는 보였지만 해당 학습에 관한 감동 여부에는 중립적인 반응을 보였다.

• 한국실내디자인학회논문집
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• 제18권4호
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• pp.97-104
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• 2009

This thesis analyzed arrangement and mixture method of function elements, which are getting more important in museum planning. It used quantitative method, Space Syntax and Visibility Graph Analysis tool to analyze five case museums. Through this analysis, advantages and disadvantages of two methods were derived and case museums' arrangement and mixture attributes were grasped. Results of the analysis were derived differently by two kinds of plan form which were room to room type and open type. Open typed museum recorded similar graphs of Integration, Visual Integration and Visual Connectivity. Since whole space structures were relatively simple and structure of exhibition halls were opened, the results of Space Syntax and Visibility Graph Analysis had similar graphs. Room to room typed museum showed differences in Integration, Visual Integration and Visual Connectivity. In the result, the most accessible space was lobby and Mediation Space became the center of visibility. Also, the exhibition hall, where the opening of room to room typed exhibition hall was penetrated visually, became a center of visibility. Lobby space, which was close to entrance, had the highest Visibility Connectivity. As Space Syntax could analyze the museum as whole space structure, Space Syntax showed strength in room to room typed museum analysis compared to open typed museum analysis which has relatively simple structure. Visibility Graph Analysis could expect the flow of exhibit distance including visibility analysis unlike the flow of exhibit distance with space arrangement. The exhibition hall, which secures the sight to penetration of an opening, couldn't be analyzed in existing Space Syntax. However, it became the biggest advantages in Visibility Graph Analysis of room to room typed museum. Visibility Graph Analysis derived detailed results in exhibit arrangement so it will be the useful method not only for architecture but also for planning of exhibit arrangement in open typed museum. Through this study, various possibilities on Quantitative Analysis Method of Museum Architecture could be verified. However, the analysis still has limitation of second dimension. Therefore, diverse and liberal following study will be expected to accomplish.

• Earthquakes and Structures
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• 제10권1호
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• pp.25-51
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• 2016

In this study, graph product rules are applied to the dynamic analysis of regular skeletal structures. Graph product rules have recently been utilized in structural mechanics as a powerful tool for eigensolution of symmetric and regular skeletal structures. A structure is called regular if its model is a graph product. In the first part of this paper, the formulation of time history dynamic analysis of regular structures under seismic excitation is derived using graph product rules. This formulation can generally be utilized for efficient linear elastic dynamic analysis using vibration modes. The second part comprises of random vibration analysis of regular skeletal structures via canonical forms and closed-form eigensolution of matrices containing special patterns for symmetric structures. In this part, the formulations are developed for dynamic analysis of structures subjected to random seismic excitation in frequency domain. In all the proposed methods, eigensolution of the problems is achieved with less computational effort due to incorporating graph product rules and canonical forms for symmetric and cyclically symmetric structures.

• Genomics & Informatics
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• 제10권4호
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• pp.256-262
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• 2012

Most common complex traits, such as obesity, hypertension, diabetes, and cancers, are known to be associated with multiple genes, environmental factors, and their epistasis. Recently, the development of advanced genotyping technologies has allowed us to perform genome-wide association studies (GWASs). For detecting the effects of multiple genes on complex traits, many approaches have been proposed for GWASs. Multifactor dimensionality reduction (MDR) is one of the powerful and efficient methods for detecting high-order gene-gene ($G{\times}G$) interactions. However, the biological interpretation of $G{\times}G$ interactions identified by MDR analysis is not easy. In order to aid the interpretation of MDR results, we propose a network graph analysis to elucidate the meaning of identified $G{\times}G$ interactions. The proposed network graph analysis consists of three steps. The first step is for performing $G{\times}G$ interaction analysis using MDR analysis. The second step is to draw the network graph using the MDR result. The third step is to provide biological evidence of the identified $G{\times}G$ interaction using external biological databases. The proposed method was applied to Korean Association Resource (KARE) data, containing 8838 individuals with 327,632 single-nucleotide polymorphisms, in order to perform $G{\times}G$ interaction analysis of body mass index (BMI). Our network graph analysis successfully showed that many identified $G{\times}G$ interactions have known biological evidence related to BMI. We expect that our network graph analysis will be helpful to interpret the biological meaning of $G{\times}G$ interactions.

• 전자공학회논문지CI
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• 제41권4호
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• pp.59-66
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• 2004

본 논문은 정적 분석을 하기 위해서 SG(String Graph)를 정의하고 ASG(Alive String Graph)를 정의한다. String의 사활의 판단을 위해 돌이 포함되지 않은 상태와 돌이 포함된 상태로 나누어 Rule을 적용한다. 돌이 포함되지 않은 상태에서 SR(String Reduction), ER(Empty Reduction), ET(Edge Transform), 그리고 CG(Circular Graph) Rule을 정의한다. 돌이 포함되어진 상태에서 DESR(Dead Enemy Strings Reduction)과 SCSR(Same Color String Reduction) Rule을 정의한다. 이러한 Rule을 사용하여 SG(String Graph)가 ASG(Alive String Graph)인지를 평가한다. 그리고 관절점의 개수에 따라 사활을 판단하기 위해 APC(Articulation Point Check)를 사용하였다. 우리의 방법에 대한 성능은 Computer Go Test Collection의 IGS_31_counted 문제 집합에 대해 실험했다. 이 Test set은 11,191 Points와 1,123 Strings을 가진다. 우리는 실험 결과에서 Points에 대해 92.5% 정확성과 Strings에 대해 95.7%의 정확성을 얻었다.

• 수산해양기술연구
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• 제10권1호
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• pp.30-38
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• 1974

This paper is to study on the analysis of mechanical and electrical system uoing CHAN-MAI flow graph. This graph is considerably different from the existing one's in appearance and easier to coustruct. By applying this graph to the mechanical and electrical system, the gain of any variables is easily obtained without any equations between input and output nodes.