• 제목/요약/키워드: Empirical Modeling

검색결과 978건 처리시간 0.025초

Satellite Remote Sensing of Groundwater: modeling, algorithm development and validation

  • Ghulam, Abduwasit;Qin, Qiming
    • 대한원격탐사학회:학술대회논문집
    • /
    • 대한원격탐사학회 2003년도 Proceedings of ACRS 2003 ISRS
    • /
    • pp.1383-1385
    • /
    • 2003
  • Remote sensing has been widely used in the exploration of groundwater. In this paper, on the establishment of empirical function between ground water and soil moisture content 6S code is used to reduce uncertainties in the remote sensing of groundwater. Then ground water levels are calculated using 6S corrected and uncorrected ETM+ image along with isochronous meteorological information. Greater correspondence between field examined and satellite monitoring data is obtained from corrected image than from the uncorrected image.

  • PDF

부분-전체 관계에 관한 개념적 모델링의 논의에 관하여 (Dispute of Part-Whole Representation in Conceptual Modeling)

  • 김태경;박진수;노상규
    • 지능정보연구
    • /
    • 제18권4호
    • /
    • pp.97-116
    • /
    • 2012
  • 개념적 모델링(conceptual modeling)은 정보시스템 개발에 있어서 중요한 역할을 수행한다. 그럼에도 불구하고 이를 성공적으로 수행하기 위해 어떠한 방법을 채택해야 하고 그 결과를 어떻게 평가해야 할 것인지에 대한 이론적 성과는 충분하지 않다. 부분과 전체에 대한 개념적 모델링을 평가하기 위해 온톨로지 이론을 도입한 최근의 연구, "Representing Part-Whole Relations in Conceptual Modeling : An Empirical Evaluation"(Shanks et al., 2008)은 개념적 모델링 평가에 실험법을 도입했다는 긍정적인 측면에도 불구하고 비판에 직면했다. 또한 이에 대한 반대 의견이 제시되면서 개념적 모델링을 연구하거나 실무에 활용하려는 사람들에게 혼란을 초래하고 있다. 본 연구는 Bunge-Wand-Weber 온톨로지의 이론적 배경과 성과를 검토하고 논쟁에서 제외된 부분과 전체에 관한 이론적 논의를 추가하여 과연 Shanks et al.의 연구에 대한 비판이 타당한 것인지 살펴본다. 이들 연구에 대한 비판이 주로 실험적 방법의 오류를 지적한 것과 비교하여 본 연구는 Shanks et al.의 연구가 번지(Bunge) 온톨로지를 잘못 활용하고 있으며, 패러다임의 문제라는 지적은 그 근거가 확실하지 않으며, 부분과 전체에 관한 연구개념의 타당성을 확보하지 않았음을 밝혔다. 본 논문을 통해 우리는 Shanks et al.의 연구는 실증적 타당성에 대한 문제뿐만 아니라 기존의 온톨로지 개념들을 적절히 활용하지 않았고 결과적으로 부분-전체에 관한 개념적 모델링 이론에 기여하기보다는 서로 다른 모델링 패턴 간의 단순한 비교에 그쳤다는 점을 주장한다.

소비자 옴니채널 성향과 소비자-브랜드 관계에 관한 연구: 브랜드 경험 조절효과 (Effect of Omni-Channel Use and Customer-Brand Relationship)

  • 박승환
    • 유통과학연구
    • /
    • 제14권11호
    • /
    • pp.129-138
    • /
    • 2016
  • Purpose - The ICT(information and communications technologies) development is affecting consumer behaviors on selecting channel or distribution system. This study aims to advance our knowledge about the factors influencing omni-channel behaviors. This study considers the positive brand experience as the moderating variable into the relationship between omini-channel use intention and consumer brand relation. Also, the effect of positive brand experience on consumer-brand relation is researched. Research design, data, and methodology - This study conducted an empirical test with the subject as customers who purchase goods or service through on-off cross channel simultaneously. The research model is developed from prior literatures about influencing variables on channel selection. The structure of this study is designed to identify causal relationships between the variables. 268 survey data from the questionnaire survey which is conducted to target customers who use online and offline channels, is used for empirical analysis. This study validates generality with descriptive statistics and data reliability with Cronbach's alpha value. The exploratory factor analysis is used for value purification. Then, the confirmatory factor analysis is conducted for structural equation modeling. Finally, the execute structural equation modeling is analyzed to confirm the hypotheses Results - First, the two causal influences between perceived performance risk and the propensity of omni-channel and between price consciousness and the propensity of omni-channel are verified through the empirical test. Second, the result identifies that the propensity of omni-channel is influenced on consumer-brand relationship. Third, the AMOS analysis proves that the moderating variable, positive brand experience, has significant positive impact on consumer-brand relationship. This significant relationship is highly supported by the regression analysis between brand experience and propensity of omni-channel because it results that positive brand experience has positive impact on the propensity of omni-channel. All hypotheses are verified to be true. Conclusions - Based on the empirical result, this study confirms that perceived performance risk and price consciousness are the important factors influencing propensity of omni-channel. According to the additional analysis, the moderating variable and positive brand experience plays important role between the propensity of omni-channel and consumer-brand relationship. Furthermore, positive brand experience influences more on consumer-brand relationship than non-positive brand experience.

Modeling and Simulation Framework for Assessing Interference in Multi-Hop Wireless Ad Hoc Networks

  • Woo, Shin-Uk;Hong, Jin-Pyo;Kim, Hwang-Nam
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • 제3권1호
    • /
    • pp.26-51
    • /
    • 2009
  • In this paper, we propose an empirical framework for modeling and emulating interference in multi-hop wireless ad-hoc networks. Wireless interference causes wide variation in the frame delivery rate at a link, and thus we cannot represent the state of the link with only two states, connected state and disconnected state, as in wired networks. We first investigate wireless interference in detail, in order to accurately calibrate the interference and identify its underlying attributes, and then we simulate the diverse occurrences and effects of interference, after incorporating the scheme into a simulation tool. Based on these observations, we devise a modeling and simulation framework with several control parameters, and perform an extensive set of simulation studies. The simulation results indicate that the proposed framework enables us to examine various attributes of wireless interferences and their effects on wireless network protocols and systems.

글로벌 기업의 고객만족과 경쟁력 모델 구축: 품질요인확인을 위한 구조방정식모델 적용 (Customer satisfaction and competitiveness in Global Company: Structural Equation Modeling(SEM) approach to identify the role quality factor)

  • 김계수;박종철
    • 품질경영학회지
    • /
    • 제43권1호
    • /
    • pp.43-56
    • /
    • 2015
  • Purpose: In this research, We made the conceptual frameworks for SEM(Structural Equation Modeling) on Global quality's origin and empirical research. Developing conceptual frameworks is an important step in theory building and theory testing. This research model was developed by strong theoretical foundation which is quality and systematical model. Methods: Questionnaire was developed, and data was collected and analyzed for this study. The analysis was conducted using SEM(Structural Equation Modeling). Results: Results show that process quality and interaction quality are important drivers in customer satisfaction. Customer satisfaction is strongly impact on customer loyalty(repeated purchase). Conclusion: In turbulent business era, Global company require not only excellent quality but also create customer oriented culture and control over operation in the foreign country.

척추경 나사못 시스템의 설계를 위한 단순 유한요소해석 (Simplified FE Analysis for the Design of Pedicle Screw System)

  • 정일섭;안면환
    • 대한의용생체공학회:의공학회지
    • /
    • 제21권6호
    • /
    • pp.559-566
    • /
    • 2000
  • Methodology for finite element analysis of vertebral column and pedicle screw system, which circumvents the tremendous difficulties in geometric, material, and structural modeling, is proposed. The simplification is focused on the modeling of the cancellous bone in vertebral body the intervertebral disc. and the instrumented internal fixation devices. Each proposed modeling technique is justified to result in reasonable accuracy. These methods are believed to be suitable for the development of pedicle screw systems, not only because modeling itself is much simpler. but also because reliable empirical data for disc stiffness may be incorporated with little additional effort, and presumably frequent design change may be easily reflected on the analysis.

  • PDF

신경회로망을 응용한 현가장치의 폐회로 시스템 규명 (Empirical Closed Loop Modeling of a Suspension System Using Neural Network)

  • Kim, I.Y.;Chong, K.T.;Hong, D.P.
    • 한국정밀공학회지
    • /
    • 제14권7호
    • /
    • pp.29-38
    • /
    • 1997
  • A closed-loop system modeling of an active/semiactive suspension system has been accomplished through an artificial neural network. A 7DOF full model as a system's equation of motion has been derived and an output feedback linear quadratic regulator has been designed for control purpose. A training set of a sample data has been obtained through a computer simulation. A 7DOF full model with LQR controller simulated under several road conditions such as sinusoidal bumps and rectangular bumps. A general multilayer perceptron neural network is used for dynamic modeling and target outputs are fedback to the a layer. A backpropagation method is used as a training algorithm. Model validation of new dataset have been shown through computer simulations.

  • PDF

수소 생성을 위한 고정상 메탄 매체 순환 개질 시스템 모델링 (Packed Bed Methane Chemical-Looping Reforming System Modeling for the Application to the Hydrogen Production)

  • 하종주;송순호
    • 한국수소및신에너지학회논문집
    • /
    • 제28권5호
    • /
    • pp.453-458
    • /
    • 2017
  • A study on the modeling of the methane Chemical Looping Reforming system was carried out. It is aimed to predict the temperature and concentration behavior of the product through modeling of oxygen carrier fixed bed reactors composed of multiple stacks. In order to design the reaction system, first of all, the flow rate of the hydrogen to be produced was calculated. The flow rate ratio of the oxidation/reduction reactor was calculated considering the heat of reaction between adjacent reactors. Finally, in this paper, kinetic model including empirical coefficients was suggested.

공간모델링 기반의 풍력발전출력 예측 모델에 관한 연구 (Study on Wind Power Prediction model based on Spatial Modeling)

  • 정솔영;허진;최영도
    • KEPCO Journal on Electric Power and Energy
    • /
    • 제1권1호
    • /
    • pp.163-168
    • /
    • 2015
  • In order to integrate high wind generation resources into power grid, it is an essential to predict power outputs of wind generating resources. As wind farm outputs depend on natural wind resources that vary over space and time, spatial modeling based on geographic information such as latitude and longitude is needed to estimate power outputs of wind generation resources. In this paper, we introduce the basic concept of spatial modeling and present the spatial prediction model based on Kriging techniques. The empirical data, wind farm power output in Texas, is considered to verify the proposed prediction model.

객체지향 시스템 모델링 활동과 시스템개발 성공: 이론과 실증적 탐색 (Object-Oriented Modeling Activity and Systems Development Success: Theory and Empirical Exploration)

  • 안준모
    • Asia pacific journal of information systems
    • /
    • 제10권4호
    • /
    • pp.37-56
    • /
    • 2000
  • This study proposes the concept and measurement of object-oriented systems modelling activity based on the previous research in the area of systems engineering, object-oriented modelling, and information systems. The modelling activity is related to information systems development success for exploring the correlation of each other. The object-oriented modeling activity is found to be related to user satisfaction with developed information systems, But the modeling activity does not have relation to the other successes, such as cost, development schedule, and maintenance. This study contributes to systems development modeling research, systems success, and object-oriented systems modelling research. Practically, the results support the usefulness of object-oriented modelling effort in the field in terms of user satisfaction.

  • PDF