• 제목/요약/키워드: importance weighting

검색결과 115건 처리시간 0.022초

Highway flood hazard mapping in Thailand using the Multi Criteria Analysis based the Analytic Hierarchy Process

  • Budhakooncharoen, Saisunee;Mahadhamrongchai, Wichien;Sukolratana, Jiraroth
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2015년도 학술발표회
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    • pp.236-236
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    • 2015
  • Flood is one of the major natural disasters affecting millions of people. Thailand also, frequently faces with this type of disaster. Especially, 2011 mega flood in Central Thailand, inundated highway severely attributed to the failure of national economic and risk to life. Lesson learned from such an extreme event caused flood monitoring and warning becomes one of the sound mitigations. The highway flood hazard mapping accomplished in this research is one of the strategies. This is due to highway flood is the potential risk to life and limb, and potential damage to property. Monitoring and warning therefore help reducing live and property losses. In this study, degree of highway flood hazard was assessed by weighting factors for each cause of the highway flood using Multi Criteria Analysis (MCA) based Analytic Hierarchy Process (AHP). These weighting factors are the essential information to classify the degree of highway flood hazard to enable pinpoint on flood monitoring and flood warning in hazard areas. The highway flood causes were then investigated. It was found that three major factors influence to the highway flood are namely the highway characteristics, the hydrological characteristics and the land topography characteristics. The weight of importance for each cause of the highway flood in the whole country was assessed by weighting 3 major factors influence to the highway flood. According to the result of MCA analysis, the highway, the hydrological and the land topography characteristics were respectively weighted as 35, 35 and 30 percent influence to the cause of highway flood. These weighting factors were further utilized to classify the degree of highway flood hazard. The Weight Linear Combination (WLC) method was used to compute the total score of all highways according to each factor. This score was later used to categorize highway flood as high, moderate and low degree of hazard levels. Highway flood hazard map accomplished in this research study is applicable to serve as the handy tool for highway flood warning. However, to complete the whole warning process, flood water level monitoring system for example the camera gauge should be installed in the hazard highway. This is expected to serve as a simple flood monitor as part of the warning system during such extreme or critical event.

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Spatial Histograms for Region-Based Tracking

  • Birchfield, Stanley T.;Rangarajan, Sriram
    • ETRI Journal
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    • 제29권5호
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    • pp.697-699
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    • 2007
  • Spatiograms are histograms augmented with spatial means and covariances to capture a richer description of the target. We present a particle filtering framework for region-based tracking using spatiograms. Unlike mean shift, the framework allows for non-differentiable similarity measures to compare two spatiograms; we present one such similarity measure, a combination of a recent weighting scheme and histogram intersection. Experimental results show improved performance with the new measure as well as the importance of global spatial information for tracking. The performance of spatiograms is compared with color histograms and several texture histogram methods.

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재활체육프로그램 구성요인의 상대적 중요도 및 우선순위 분석 (Analysis of Priority Factors and Relative Importance about the Components of Rehabilitation Physical Activity Program)

  • 이동철
    • 재활복지
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    • 제20권4호
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    • pp.177-201
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    • 2016
  • 본 연구는 재활체육프로그램의 구성요인과 요소를 탐색하여 도출하고 각 요소 간의 상대적 중요도를 분석함으로써 재활체육프로그램의 체계적인 구성과 효율적 시행을 위한 토대를 마련함에 그 목적이 있다. 재활체육프로그램의 구성 요인과 요소를 도출하기 위하여 장애인을 대상으로 재활체육 및 장애인체육 관련 프로그램을 운영한 기관 단체 병원에 2년 이상 종사한 경험이 있는 지도자, 특수체육교사, 특수체육학계 전문가 20명을 대상으로 델파이기법(Delphi Technique)을 활용하여 3차에 걸쳐 설문을 진행하였다. 도출된 재활체육프로그램 구성요인들 간의 상대적 중요도를 도출하기 위해 의사결정 방식의 과학적 방법 중 하나 인 계층분석(Analytic Hierarchy Process: AHP)을 실시하였다. 연구결과 재활체육프로그램의 구성 요인으로 체력운동, 심리운동, 수중운동, 감각 지각운동, 보행운동, 운동기술 6개 요인과 21개의 하위요소로 도출되었다. 도출된 재활체육프로그램의 구성요인의 우선순위를 분석한 결과, 체력운동(33.2%), 수중운동(20.6%), 심리운동(15.1%), 감각 지각운동(11.7%), 보행운동( 10.8%), 운동기술(8.6%) 순으로 중요도가 나타났다. 또한 재활체육프로그램 구성 요인의 가중치가 부여된 상태에서 전체 요소 간 우선순위를 분석한 결과, 근력 및 근지구력운동이 23.4%의 가중치를 나타내어 가장 중요한 요소인 것으로 나타났으며, '명상'은 0.3%의 가중치를 나타내어 가장 낮은 중요 요소인 것으로 나타났다.

위험 요인 평가를 위한 FMEA의 일반 RPN 모형과 활용에 관한 연구 (A Study on the Common RPN Model of Failure Mode Evaluation Analysis(FMEA) and its Application for Risk Factor Evaluation)

  • 조성우;이한솔;강주영
    • 품질경영학회지
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    • 제50권1호
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    • pp.125-138
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    • 2022
  • Purpose: Failure Mode and Effect Analysis (FMEA) is a widely utilized technique to measure product reliability by identifying potential failure modes. Even though FMEA techniques have been studied, the form of Risk Priority Number (RPN) used to evaluate risk priority in FMEA is still questionable because of its shortcomings. In this study, we suggest common RPN(cRPN) to resolve shortcomings of the traditional RPN and show the extensibility of cRPN. Methods: We suggest cRPN which is based on Cobb-Douglas production function, and represent the various application on weighting risk factors, weighted RPN in a mathematical way, and show the possibility of statistical approach. We also conduct numerical study to examine the difference of the traditional RPN and cRPN as well as the potential application from the analysis on marginal effects of each risk factor. Results: cRPN successfully integrates previously suggested approaches especially on the relative importance of risk factors and weighting RPN. Moreover, we analyze the effect of corrective actions in terms of econometric analysis using cRPN. Since cRPN is rely on the reliable mathematical model, there would be numerous applications using cRPN such as smart factory based on A.I. techniques. Conclusion: We propose a reliable mathematical model of RPN based on Cobb-Douglas production function. Our suggested model, cRPN, resolves various shortcomings such as consideration of the relative importance, the effect of combinations among risk factors. In addition, by adopting a reliable mathematical model, quantitative approaches are expected to be applied using cRPN. We find that cRPN can be utilized to the field of industry because it is able to be applied without modifying the entire systems or the conventional actions.

기후변화에 따른 극한기상의 취약성 지수 정량화 연구 - 태풍을 중심으로 - (Quantification of Climate Change Vulnerability Index for Extreme Weather - Focused on Typhoon case -)

  • 김철희;남기표;이종재
    • 환경영향평가
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    • 제24권2호
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    • pp.190-203
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    • 2015
  • 기후노출, 민감도, 적응능력의 3가지 항목의 함수로 정의되는 취약성-탄력성 지수인 VRI(Vulnerability-Resilience Index)를 이용하여 기후변화로 더 심각해 질 것으로 예상되는 극한 기상 현상인 태풍을 대상으로 기후변화 취약성 지수 정량화 연구를 수행하였다. 기존 취약성 지수인 VRI는 기후변화 취약성에 대한 지자체별 상대적 차이만을 보여 주므로 그 정량화 연구는 매우 필수불가결하며 우리나라 기후변화 대응 정책에도 매우 중요하다. VRI의 정량화를 위하여 과거 20년간 태풍으로 인한 피해액, 발생횟수, 주요 피해지역 등의 통계 정보가 사용되었고, 기후노출 대용변수들에 가중치를 부여하기 이전과 이후의 계산되는 VRI를 각각 지자체별로 분석하였다. VRI의 정량화를 위하여 각 기후노출 대용변수를 하나씩 이용하여 계산한 다음 계산된 VRI를 태풍 피해액과의 상관계수(R)를 구하였고, 이 값에 비례하여 각 기후노출 대용변수들의 가중치를 결정하였다. 그 결과 가중치 없이 계산한 지역별 VRI는 상당 지역에서 피해액과의 상관성이 없는 등 상당한 차이를 보였으나 가중치를 부여한 결과 계산된 VRI는 지역별 피해액과 높은 상관관계를 보이는 등 많은 오류가 크게 줄었다. 이 결과를 토대로 VRI를 정량화하여 그 피해액을 추정해본 결과 VRI=1 일 경우 약 5백억원의 지자체 피해액을 유발하는 것으로 해석할 수 있었다. 이러한 기후변화 취약성 지수의 정량화 연구는 우리나라 미래기후 시나리오연구에 효과적으로 활용될 수 있을 것으로 판단된다.

하천흐름해석을 위한 상향가중의 3차원 유한요소모형 개발 (Development of Three-Dimensional Finite Element Model Using Upwind Weighting Scheme for River Flow)

  • 한건연;백창현;최승용
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2005년도 학술발표회 논문집
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    • pp.409-413
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    • 2005
  • Even though the relative importance of length scale of flow system allow us to simplify three dimensional flow problem to one or two dimensional representation, many systems still require three dimensional analysis. The objective of this study is to develop an efficient and accurate finite element model for analyzing and predicting three dimensional flow features in natural rivers and to offend to model spreading of pollutants and transport of sediments in the future. Firstly, three dimensional Reynolds averaged Navier-Stokes equations with the hydrostatic pressure assumption in generalized curvilinear coordinates were combined with the kinematic free-surface condition. Secondly. to simulate realistic high Reynolds number flow, the model employed the Streamline Upwind/Petrov-Galerkin(SU/PG) scheme as a weighting function for the finite element method in conjunction with an appropriate turbulence model(Smagorinsky scheme for the horizontal plain and Mellor-Yamada scheme for the vertical direction). Several tests is performed for the purpose of validation and verification of the developed model. A simple rectangular channel, 5-shaped and U-shaped channel are used for tests and comparisons are made with RMA-10 model. Runs for each case is converged stably without a oscillation and calculated water-surface deformation, longitudinal and transversal velocities, and velocity vector fields are in good agreement with the results of RMA-10 model.

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광주광역시 치과위생사의 NCS 기반 직업기초능력 우선순위 분석 (Priority analysis of NCS based vocational core competency of dental hygienists in Gwangju)

  • 홍남희
    • 한국치위생학회지
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    • 제16권3호
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    • pp.337-346
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    • 2016
  • Objectives: This study aims to investigate and analyzed the priority of vocational core competency factors in dental hygienists in Gwangju. Methods: Expert survey was conducted and Analytic Hierarchy Process(AHP) was applied to evaluate the weighting factors. First, we established the vocational core competency defined in NCS as AHP analysis model. The vocational core competency has 10 categories and 34 sub-categories. Secondly, AHP survey was conducted by 195 dental hygienists in Gwangju. Finally, the weights representing relative importance of each factor were calculated by using AHP method. Results: The AHP analysis on 10 categories showed that the weighting of interpersonal skills(0.165) was higher than any other categories while that of numeracy(0.035) was at the bottom, and the analysis on sub-categories revealed that the most important factors in each categories included the teamwork skills(interpersonal skills), problem-solving capability(problem-solving skills), listening skills(communication skills), ethical community(professional ethics), ability to understand business(ability to understand organizational structure), applicable technical skills(technical skills), self-management skills(self-development capability), information processing capabilities(information capacity), ability to manage time(resource management capabilities) and basic math skills(numeracy). Conclusions: The results in this study can be used as basic data for the development of liberal arts curriculum for dental hygiene education.

Dessert Ateliers Recommendation Methods for Dessert E-commerce Services

  • 손연빈;장태우;최예림
    • 인터넷정보학회논문지
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    • 제21권1호
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    • pp.111-117
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    • 2020
  • Dessert Ateliers (DA) are small shops that sell high-end homemade desserts such as macaroons, cakes, and cookies, and their popularity is increasing according to the emergence of small luxury trends. Even though each DA sells the same kinds of desserts, they are differentiated by the personality of their pastry chef; thus, there is a need to purchase desserts online that customers cannot see and purchase offline, and thus dessert e-commerce has emerged. However, it is impossible for customers to identify all the information of each DA and clearly understand customers' preferences when buying desserts through the dessert e-commerce. When a dessert e-commerce service provides a DA recommendation service, customers can reduce the time they hesitate before making a decision. Therefore, this paper proposes two kinds of DA recommendation method: a clustering-based recommendation method that calculates the similarity between customers' content and DAs and a dynamic weighting-based recommendation method that trains the importance of decision factors considering customer preferences. Various experiments were conducted using a real-world dataset to evaluate the performance of the proposed methods and it showed satisfactory results.

의장재 설치 순서 결정을 위한 알고리즘 개발 연구 (A Study on the Development of Algorithm for Defining the Installation Sequence of Outfitting)

  • 최재호;김지혜;우종훈
    • 대한조선학회논문집
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    • 제54권5호
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    • pp.368-377
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    • 2017
  • Outfittings of offshore plants and high value-added vessels, such as FPSO, drillship, are much more than outfittings of general ships. So the complexity of the outfittings is increased and the importance of outfittings has also increased. But, there is no clear method to define the installation sequence of outfittings, yet. In this study, we developed the algorithm to define the installation sequence of outfittings by applying variables and constraints related to outfitting, such as process parameters, weighting coefficients, installation constraints. Also, we developed the application that applied the algorithm and compared cases by changing the weighting coefficients of process parameters. We verified the practicality of the algorithm by developing the application. The results of this study are that the accuracy of the outfitting planning is improved and efficient lead time can be predicted by defining the installation sequence of outfittings.

α -절단법에 의한 다목적함수를 갖는 트러스 구조물의 형상최적화 (Shape Optimization of Truss Structures with Multiobjective Function by α -Cut Approach)

  • 양창용;이규원
    • 한국강구조학회 논문집
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    • 제9권3호통권32호
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    • pp.457-465
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    • 1997
  • 형상최적화는 단면최적화에 비하여 구조물의 중량과 경비를 줄일 수 있다. 많은 양의 애매한 정보가 최적설계 문제의 제약조건에 존재할 수도 있다. 상대적으로 중요한 퍼지정도를 포함한 여러개의 기준을 묘사하고 다루는 것은 매우 어렵고 때로는 애매하다. 본 논문에서는 ${\alpha}$-절단법에 의한 퍼지 구조계의 다목적 형상최적화에 대한 가중치방법을 제안한다. 본 연구의 알고리즘을 2부재 트러스 구조물에 적응하여 그 결과가 검토되었다. 그 결과는 ${\alpha}$-절단법과 체적과 변위에 관한 가중치에 따른 최적해를 얻음으로써 설계자는 실제에 적합한 하나의 해를 택할 수 있음을 보여준다.

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