• 제목/요약/키워드: Integrated Model

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한강 수계에서의 다차원 시변화 수리.수온 모델 연구 (Multidimensional Hydrodynamic and Water Temperature Modeling of Han River System)

  • 김은정;박석순
    • 한국물환경학회지
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    • 제28권6호
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    • pp.866-881
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    • 2012
  • Han River is a complex water system consisting of many lakes. The water quality of Lake Paldang is significantly affected by incoming flows, which are the South and North branches of the Han River, and the Kyungan Stream. In order to manage the water quality of the Lake Paldang, we should consider the entire water body where the incoming flows are included. The objectives of this study are to develop an integrated river and lake modeling system for Han River system using a multidimensional dynamic model and evaluate the model's performance against field measurement data. The integrated model was calibrated and verified using field measurement data obtained in 2007 and 2008. The model showed satisfactory performance in predicting temporal variations of water level, flow rate and temperature. The Root Mean Square Error (RMSE) for water temperature simulation were $0.88{\sim}2.13^{\circ}C$ (calibration period) and $1.05{\sim}2.00^{\circ}C$ (verification period) respectively. And Nash-Sutcliffe Efficiency (NSE) for water temperature simulation were 1089~0.98 (calibration period) and 0.90~0.98 (verification period). Utilizing the validated model, we analyzed the spatial and temporal distributions of temperature within Han River system. The variations of temperature along the river reaches and vertical thermal profiles for each lakes were effectively simulated with developed model. The suggested modeling system can be effectively used for integrated water quality management of water system consisting of many rivers and lakes.

Integrated Model of the Higher Education Financing Under the Quadruple Helix Concept

  • Kholiavko, Nataliia;Zhavoronok, Artur;Shaposhnykov, Kostiantyn;Krylov, Denys;Morozova, Liudmyla;Babiak, Nataliia
    • International Journal of Computer Science & Network Security
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    • 제21권7호
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    • pp.125-132
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    • 2021
  • Rapid growth of the higher education role in ensuring the socio-economic and innovative development of the national economy in the context of the development of the information society and the knowledge economy is observed. Achieving positive synergistic effects of the higher education development requires proper funding for university education and research. The existing funding models for national higher education systems in a number of developing countries need modernization in accordance with the modern challenges of economic and innovative development. The purpose of the article is to formulate theoretical - methodological and applied foundations for the development and implementation of the integrated model of the higher education financing under the Quadruple Helix concept. At the center of the developed model are the areas of interaction identified by the authors, namely: Personnel, Science, Management, Innovation, Social area. This made it possible to specify the interests of all stakeholders and orient the activities of higher education institutions to the satisfaction of these interests. Effective implementation of the integrated Model of the higher education financing requires increasing the level of investment attractiveness and practical value of university research; activation of innovative development of enterprises; state stimulation of business participation in university research and education; harmonization of current legislation with EU standards. Implementation of the Model will diversify sources of funding for universities, increase their level of economic security and achieve integrated synergies from the interaction of universities, business, government and the public (as the main stakeholders within the Quadruple Helix concept).

전정 유모세포 통합 모델을 이용한 반강성 기전 기반 섬모번들 특성 추정에 관한 연구 (A study on Hair Bundle Feature Estimation Based on Negative Stiffness Mechanism Using Integrated Vestibular Hair Cell Model)

  • 김동영;홍기환;김규성;이상민
    • 대한의용생체공학회:의공학회지
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    • 제34권4호
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    • pp.218-225
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    • 2013
  • In this paper hair bundle feature model and integration method for hair cell models were proposed. The proposed hair bundle feature model was based on spring-damper-mass model. Input of integrated vestibular hair cell model was frequency and output was interspike interval of hair cell that was reflected the feature of hair bundles. Irregular afferents that had a great gain variation showed reduction of negative stiffness section. Regular afferents that had a small gain variation, however, showed same feature with base negative stiffness feature. As a result, integrated vestibular hair cell model showed almost the same modeling data with experimental data in the modeled eleven frequency bands. It is verified that the proposed model is a good model for hair bundle feature modeling.

Calibration and uncertainty analysis of integrated surface-subsurface model using iterative ensemble smoother for regional scale surface water-groundwater interaction modeling

  • Bisrat Ayalew Yifru;Seoro Lee;Woon Ji Park;Kyoung Jae Lim
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2023년도 학술발표회
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    • pp.287-287
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    • 2023
  • Surface water-groundwater interaction (SWGI) is an important hydrological process that influences both the quantity and quality of water resources. However, regional scale SWGI model calibration and uncertainty analysis have been a challenge because integrated models inherently carry a vast number of parameters, modeling assumptions, and inputs, potentially leaving little time and budget to explore questions related to model performance and forecasting. In this study, we have proposed the application of iterative ensemble smoother (IES) for uncertainty analysis and calibration of the widely used integrated surface-subsurface model, SWAT-MODFLOW. SWAT-MODFLOW integrates Soil and Water Assessment Tool (SWAT) and a three-dimensional finite difference model (MODFLOW). The model was calibrated using a parameter estimation tool (PEST). The major advantage of the employed IES is that the number of model runs required for the calibration of an ensemble is independent of the number of adjustable parameters. The pilot point approach was followed to calibrate the aquifer parameters, namely hydraulic conductivity, specific storage, and specific yield. The parameter estimation process for the SWAT model focused primarily on surface-related parameters. The uncertainties both in the streamflow and groundwater level were assessed. The work presented provides valuable insights for future endeavors in coupled surface-subsurface modeling, data collection, model development, and informed decision-making.

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A Study of Data Mining Optimization Model for the Credit Evaluation

  • Kim, Kap-Sik;Lee, Chang-Soon
    • Journal of the Korean Data and Information Science Society
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    • 제14권4호
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    • pp.825-836
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    • 2003
  • Based on customer information and financing processes in capital market, we derived individual models by applying multi-layered perceptrons, MDA, and decision tree. Further, the results from the existing single models were compared with the results from the integrated model that was developed using genetic algorithm. This study contributes not only to verifying the existing individual models and but also to overcoming the limitations of the existing approaches. We have depended upon the approaches that compare individual models and search for the best-fit model. However, this study presents a methodology to build an integrated data mining model using genetic algorithm.

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구조설계 통합 시스템에서 중앙 데이터베이스를 위한 데이터 모델에 관한 연구 (A Study On Product Data Model for Central Database in an Integrated System for Structural Design of Building)

  • 안계현;신동철;이병해
    • 한국전산구조공학회:학술대회논문집
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    • 한국전산구조공학회 1999년도 가을 학술발표회 논문집
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    • pp.444-451
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    • 1999
  • The purpose of this study is to Propose data models for central database in integrated system for structural design building. In order to efficiently express data related to structure, I analyzed the structure design process and classified data considering design step. 1 used an object-oriented modeling methodology for logical data model and relational modeling for physical data model. Based on this model, we will develop an integration system with several applications for structure design. Each application will communicate through the central database.

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영재를 위한 통합교육과정 개발의 방향: Drake 모형의 적용 가능성 탐색 (An Exploration of the Direction of Development of the Integrated Curriculum for Gifted: The Applicability of the Drake Model)

  • 이경진;노일순
    • 영재교육연구
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    • 제24권2호
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    • pp.217-241
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    • 2014
  • 본 연구에서는 학문중심 통합교육과정 관점으로 영재를 위한 통합교육과정을 개발할 수 있는지 그 가능성을 탐색하고자 하였다. 이를 위해 학문중심 통합교육과정 관점의 대표적인 모형인 Drake 모형을 기반으로 개발된 캐나다 온타리오 주의 통합교육과정을 분석하고, 과학영재학교 교육과정에의 적용 가능성을 탐색하였다. 온타리오 주의 사례는 학교 교육과정 내에 '큰 아이디어(Big Idea)'를 중심으로 통합교육과정을 개설하여 선택된 전공과정의 심화뿐만 아니라 타 학문과의 통합시도, 미래 문제의 해결을 위한 통합 적용 등의 가능성을 보여줌으로써 교과과정 내에서 또는 개인별 심화연구까지 통합을 통한 연구 가능성을 제시해주었다. Drake 모형에 기반한 온타리오 주의 통합교육과정을 영재를 위한 통합교육과정 개발에도 적용 가능한지를 살펴보기 위해 온타리오 주의 '정보학 개론' 과목을 국내 과학영재학교의 유사과목인 '정보과학' 과목에 적용해 본 결과, Drake 모형의 탐색 망, KDB 우산, 최종 과제 만들기 단계를 차별화하면 과학영재학교에서 현재 운영 중인 과목에도 충분히 적용 가능하다는 결론을 얻을 수 있었다. 이를 통해 영재를 위한 통합교육과정을 개발하고 실행하기 위해서는 영재들이 학습해야 할 학습 목표, 이해를 보여줄 평가계획, 타학문 또는 실세계 문제와의 통합 경험제공 등을 고려해야 하고 이를 위해 통합교육과정 개발을 위한 교사 협의체를 구성하는 것이 필요하다는 점을 제안하였다.

공급사슬에서 다완제품-원자재의 통합재고정책에 관한 연구 (A Generalized Integrated Inventory Model for a Multi-Item and its Raw Materials)

  • 김대홍
    • 산업경영시스템학회지
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    • 제35권4호
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    • pp.83-97
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    • 2012
  • In this paper, we consider a single-manufacturer single-buyer supply chain problem where a single manufacturer purchases and processes raw materials into a family of items in order to deliver a family of items to a single buyer at a fixed interval of time for effective implementation of Just-In-Time Purchasing. An integrated multi-item lot-splitting model of facilitating multiple shipments in small lots between buyer and manufacturer is developed in a JIT Purchasing environment. Previous research on the integrated model assumed that the manufacturer orders raw materials m (integer) times for every production run (lot multiplier policy for the raw material). In this paper, we consider a generalized policy in the replenishment of raw materials, allowing lot multiplier policy and lot splitting policy. An iterative solution procedure is developed to find the order interval for finished goods and raw materials, and number of shipments between buyer and manufacturer. We show by numerical example that when the integrated policy is adopted by both buyer and manufacturer in a cooperative manner, both parties can benefit.

사회정의를 위한 수학과 도덕의 통합교수모델 개발 및 효과분석 (Development and effect analysis of an integrated teaching model of mathematics and ethics for social justice)

  • 이예진;박만구
    • 한국수학교육학회지시리즈A:수학교육
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    • 제59권4호
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    • pp.313-329
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    • 2020
  • 이 연구의 목적은 사회정의 주제를 중심으로 수학과 도덕을 통합한 통합교수모델을 개발하고 통합교수모델을 적용한 수업이 학생들에게 주는 효과를 알아보는 것이다. 통합교수모델을 개발하기 위해 2015 개정 수학 교육과과 3~4학년군, 5~6학년군 수학 교과서, 2015 개정 도덕 교육과정에 대한 문헌 연구를 실시하여 수학과 도덕 교과에 사회정의 소재가 얼마나, 어떻게 반영되어 있는지를 알아보고자 하였다. 앞선 교과서 분석 결과를 바탕으로 수학과 도덕, 사회정의를 3개의 축으로 하여 융합모형 틀과 사회정의를 위한 수학과 도덕의 통합교수모델을 구안하였다. 통합교수모델의 효과를 확인하기 위하여 수학과 도덕의 통합수업이 학생들의 수학에 대한 정의적 측면과 사회적 의식, 창의적 사고력 및 비판적 사고력에 어떤 영향을 주는지 확인하였다.

통합전산환경 구축$\cdot$운영을 위한 개념적 모형 개발 (Development of the Conceptual Model of Constructing and Operating the Integrated Computing Environment)

  • 정해용;김상훈
    • Journal of Information Technology Applications and Management
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    • 제12권4호
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    • pp.173-195
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    • 2005
  • As the amount of informatization investment is rapidly increasing in many organizations, it becomes more inevitable to manage computing resources (information systems, computing facilities and manpower etc.) effectively. Specially, in public sector It is thought to be very important to achieve the economy of scale by integrating computing resources which are managed individually in many agencies. Also, our government have been recently making much efforts to raise the effectiveness of operating the information systems by promoting joint information use among many public agencies, enhancing the operating systems and the expertise of IS staff and applying the optimal information security systems. This study focuses on presenting the framework to effectively integrate omputing resources and proposing the ways of constructing and operating the integrated computing environment for the institutions and the affiliated groups under the Ministry of Culture & Tourism which are in charge of implementing cultural informatization. The main implications of this study are 1) building the ideal model of the integrated computing environment architecture suitable to cultural informatization area, 2) showing the criteria of deciding whether the organizations use the Integrated computing environment or not and how extensively they commit their computing resources to it, and 3) suggesting the ways of the phased integration and the change management to minimize confusion in the process of adopting the integrated computing environment and behavioral problems such as conflict and resistance of IS-related Personnel Influenced by Implementing the integrated computing environment.

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