• Title/Summary/Keyword: model change

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The Longitudinal Study on Structural Relationship between Parental Attitude and Adolescent's Self-Esteem - Application of Latent Growth Model -

  • Park, Hwieseo
    • Journal of the Korea Society of Computer and Information
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    • v.24 no.5
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    • pp.157-161
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    • 2019
  • This study is to suggest some theoretical and policy implications through investigating the relationships between parental attitude and adolescent's self_esteem. This study analyzed some data including parental attitude and self_esteem from KCYPS. Parental attitude was supposed not to change as time goes by. The analytical results are the followings. First, the change rate and intercept of adolescent's self-esteem were significant, which means the change pattern of self-esteem depends on adolescent. Second, positive parental attitudes influence on the change pattern of adolescent's self-esteem significantly. Third, negative parental attitude influence on the change pattern of adolescent's self-esteem significantly. This study suggests some policy implications basing on these analytical results.

Road O&M Cost Prediction Model with the Integration of the Impacts of Climate Change using Binomial Tree Model (기후변화 영향을 고려한 도로시설 유지관리 비용변동성 예측 이항분석모델)

  • Kim, Du Yon;Kim, Byungil
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.35 no.5
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    • pp.1165-1171
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    • 2015
  • Due to the increasing trend of operation and maintenance cost (O&M cost) of infrastructure, the accurate estimation of O&M cost is crucial part to the government. Recent literatures pointed out that gradual climate changes such as average temperature changes, average precipitation changes, and etc. have significant impact on infrastructure O&M cost. This research is intended to develop a long-term O&M cost prediction model of road facilities by considering the impacts of average temperature changes. For this end, the climate change scenarios of Intergovernmental Panel on Climate Change (IPCC)'s $5^{th}$ report are adopted to structure the impact of average temperature changes by using binomial lattice model. The proposed framework is expected to regional government in supporting decisions for road O&M cost.

A Study on the Expression Transformation of Visual Information in 3D Architectural Models (3차원 건축모델정보의 표현변용방식에 관한 연구)

  • Park, Young-Ho
    • Korean Institute of Interior Design Journal
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    • v.22 no.1
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    • pp.105-114
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    • 2013
  • This study investigated the application and the change of various architectural models by analyzing expression viewpoint media, which were applied to the visual information of digitalized 3D contemporary architectural models. The purpose of this study was to specify how modern architects have changed 3D architectural models to conceptual, logical, and formational visual information in the process of design. This study discovered a framework of analyses by theoretically investigating a relationship between expression media and expression change in the process of visualizing architectural models. Using the framework of analyses, this study analyzed how the expression viewpoints of architectural model information have been changed and applied. The transformation media of the visual information of digitalized 3D architectural models can be classified into conceptual, analytical, and formational information: 1) Contemporary architects used author-centered subjective viewpoints to express architectural concepts, which were generated in the process of their design. They selected a perspective viewpoint and a bird's eye view in order to present their architectural concepts and to depict them with one architectural model by expanding the visual scope of conceptual information. 2) Contemporary architects adopted observer-centered objective bird's eye view expression media to effectively present their architectural information to building owners and viewers. They used transformal media, which integrate architectural information into 3D and change it to different scales, in order to express their architecture logically. 3) Contemporary architects delivered model information about the generation and change of forms by expressing the image of a project from an author-centered viewpoint, instead of objectively defining formational information. They explained the generation principle of architectural forms via transformal media which develop and rotate an architectural model.

Numerical Model Calibration and Verification for Riverbed Change Prediction (하천의 하상변동 예측을 위한 수치모형의 보정 및 검증에 관한 연구)

  • Kim, Gwon-Han;Ji, Un;Yeo, Woon-Kwang;Jeong, Won-Jun
    • Proceedings of the Korea Water Resources Association Conference
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    • 2010.05a
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    • pp.1739-1744
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    • 2010
  • The calculation method using the numerical model developed is currently one of the mose required method to predict sediment transport and bed changes in the rivers. Specially, it is real condition that is applying as it is a single sediment transport equation and sediment transport mode mostly without verification process with field data. The sensitivity analysis and calibration process considering the different sediment transport equations and sediment transport modes should be performed for the accurate bed change prediction of the specified study reach using the a model. Through its process, the optimum sediment transport equation and mode for the study reach should be defined. In this study, bed changes for the actual river are computed using the CCHE2D model allowed to select various sediment transport equations and modes. The bed change sensitivity analysis with different ranges of river flow discharge through its process, the optimum sediment transport equation and mode for the study reach should be defined. The bed change simulation with the actual hydraulic condition and the modeling results are compared with the field survey results.

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A Strategy of modeling for fermentation process by using genetic-fuzzy system

  • Na, Jeong-Geol;Lee, Tae-Hwa;Jang, Yong-Geun;Jeong, Bong-Hyeon
    • 한국생물공학회:학술대회논문집
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    • 2000.04a
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    • pp.177-180
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    • 2000
  • An algorithm for modeling of yeast fermentation process using genetic-fuzzy algorithm is presented in this work. The algorithm involves developing the fuzzy modeling of the process and model update capability against the system change. The membership functions of state variables and specific rates and the decision table were generated using genetic algorithm. This algorithm could replace the complex mathematical model to simple fuzzy model and cope with the change of process characteristics well.

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INFERENCE ON THE SEASONALLY COINTEGRATED MODEL WITH STRUCTURAL CHANGES

  • Song, Dae-Gun;Cho, Sin-Sup
    • Journal of the Korean Statistical Society
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    • v.36 no.4
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    • pp.501-522
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    • 2007
  • We propose an estimation procedure that can be used for detecting structural changes in the seasonal cointegrated vector autoregressive model. The asymptotic properties of the estimates and the test statistics for the parameter change are provided. A simulation example is presented to illustrate this method and its concept.

비례위험모형에서 비례성 가정에 대한 검정: 도산모형에의 응용

  • Nam Jae-U;Kim Dong-Seok;Lee Hoe-Gyeong
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2004.10a
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    • pp.615-618
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    • 2004
  • The previous quantitative bankruptcy prediction models cannot include time dimension. To overcome this limit, various dynamic models using survival analysis are developed recently. This paper emphasizes that the proportionality assumption must be adapted with caution when the Cox's proportional hazard model is used to explain bankruptcy. It is shown that a non-proportional hazard model including a change point model is a proper alternative, when the proportionality assumption is violated by the change of macroeconomic environment, such as the financial crisis in 1997.

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Leaf Gas-exchange Model Parameterization and Simulation for Estimating Photosynthesis in Onion (양파 광합성 예측을 위한 잎의 기체교환모형 모수 추정)

  • Lee, Seong Eun;Moon, Kyung Hwan;Shin, Min Ji;Oh, Seo Young
    • Korean Journal of Agricultural and Forest Meteorology
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    • v.22 no.4
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    • pp.233-238
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    • 2020
  • Process-based model (PBM), based on the interactions between endogenous physiological processes and many environmental factors, can be a powerful tool for estimating crop growth and productivity. Carbon acquisition and biomass accumulation are the main components in PBM, so it has become important to understand and integrate gas exchange process in crop model. This study aimed to assess the applicability of FvCB model (a leaf model of C3 photosynthesis proposed by Farquhar, von C aemmerer, and Berry (1980)) in onion (Allium cepa L.). For parameterization, two early-maturing onion cultivars, 'Singsingball' and 'Thunderball', grown in a temperature gradient plastic film house, were used in measuring leaf net CO2 assimilation rate (A), and then, parameter estimation was carried out for four parameters including Vcmax (maximum rate of carboxylation), Jmax (maximum rate of electron transport), TPU (rate of triose phosphate utilization), and Rd (Dark respiration rate). The gas-exchange model calibrated in this research is expected to be able to explain the photosynthetic responses of onion under various environmental conditions (R2=0.95***).

Method of Monitoring Forest Vegetation Change based on Change of MODIS NDVI Time Series Pattern (MODIS NDVI 시계열 패턴 변화를 이용한 산림식생변화 모니터링 방법론)

  • Jung, Myung-Hee;Lee, Sang-Hoon;Chang, Eun-Mi;Hong, Sung-Wook
    • Spatial Information Research
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    • v.20 no.4
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    • pp.47-55
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    • 2012
  • Normalized Difference Vegetation Index (NDVI) has been used to measure and monitor plant growth, vegetation cover, and biomass from multispectral satellite data. It is also a valuable index in forest applications, providing forest resource information. In this research, an approach for monitoring forest change using MODIS NDVI time series data is explored. NDVI difference-based approaches for a specific point in time have possible accuracy problems and are lacking in monitoring long-term forest cover change. It means that a multi-time NDVI pattern change needs to be considered. In this study, an efficient methodology to consider long-term NDVI pattern is suggested using a harmonic model. The suggested method reconstructs MODIS NDVI time series data through application of the harmonic model, which corrects missing and erroneous data. Then NDVI pattern is analyzed based on estimated values of the harmonic model. The suggested method was applied to 49 NDVI time series data from Aug. 21, 2009 to Sep. 6, 2011 and its usefulness was shown through an experiment.

Hydrological Model Response to Climate Change Impact Assessments on Water Resources (유출모형이 기후변화 수자원 영향평가에 미치는 영향 분석)

  • Jung, Il-Won;Lee, Byong-Ju;Jun, Tae-Hyun;Bae, Deg-Hyo
    • Journal of Korea Water Resources Association
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    • v.41 no.9
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    • pp.907-917
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    • 2008
  • This study investigates differences in hydrological responses to the climatic scenarios resulting from the use of different three hydrological models, PRMS, SLURP, and SWAT. First, the capability of the three models in simulating the present climate water balance components is evaluated at Andong-dam watershed. And then, the results of the models in simulating the impact using hypothetical climate change scenarios are analyzed and compared. The results show that three models have similar capabilities in simulating observed data. However, greater differences in the model results occur when the models are used to simulate the hydrological impact under hypothetical climate change. According as temperature change grows, the differences between model results is increasing because of differences of the evapotranspiration estimation methods. The results suggest that technique that consider the uncertainty by using different hydrological models will be needed when climate change impact assessment on water resources.