• Title/Summary/Keyword: Case-Based System

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A Case Study on an Internet-based Home Automation Control

  • Cho, Young-Jo;Kim, Hyo-Sup;Lee, Guhn-Song
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2002년도 ICCAS
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    • pp.55.3-55
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    • 2002
  • 1. Introduction 2. Trends in Home Automation 3. Elementary Technologies 4. Fuctional Requirements 5. A Design of Network-based Home Automation System 6. Concluding Remark

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행위별 수가 지불제도 하에서의 사례관리시스템 개발 및 경제성 분석 (Development of Case Management System and Analysis of Economic Feasibility under the Fee-For-Service Reimbursement)

  • 최미영;채영문;탁관철;김인숙;천자혜
    • 한국의료질향상학회지
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    • 제11권1호
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    • pp.46-60
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    • 2004
  • Background : Recently, we have experienced various changes in the healthcare environment. Healthcare organizations are facing a financial crisis due to more competitive relationships among themselves as well with low health insurance fees. The purposes of the current study were: (1) to develop a data warehouse-based system for evaluating and monitoring the case management activities, and (2) to measure and analyze its effects. Methods : In order to collect the data for the study, the database on discharged patients was utilized at a university hospital located in Seoul from June 1, 2002 through December 31, 2002. Initially, a data warehouse was built for the case management system. The case management activities were analyzed using structured methodology to establish the case management system. Results : The findings of this study were as follows: (1) A case management system was developed to make it possible to monitor of healthcare quality and resource utilization. The Case management System included monitoring functions regarding utilization reviews, critical pathways, and clinical indicators. (2) Utilizing the case management system, unplanned readmissions were documented among total discharged patients during two months from November 1, 2002 through December 31, 2002. The unplanned readmission rate was 2.3%(276 patients) in total of 11,960 discharged patients. Among them 81 patients(0.7% of total discharges, 29.3% of unplanned readmission) were readmitted to the same physician in charge under the same diagnosis. No significant differences were found in the demographic variables such as gender and age among the patients. (3) After implementing the case management system, 2.9% of average length of stay reduced. Applying cost-benefit analysis, the 2.9% reduction of length of stay represents net profit of ${\backslash}$ 279,592,000 in the year of 2004. In addition, applying value acceleration analysis, cumulative net benefit of ${\backslash}$ 1,481,000,000 was expected by the year of 2007. Also we were able to expect ${\backslash}$ 247,800,000 of cumulative benefit for the prospective 5 years in value linkage analysis. It represents average ${\backslash}$ 787,700,000 of pure net benefit a year. Conclusion : The value of present study would be not only implementing the knowledge management system into the existing case management activities, but also evaluating its effects and estimating its financial benefits. This study suggested that the case management system would be a supportive tool for monitoring and improving the quality of healthcare, and a cost-effective tool for increment of healthcare organization's financial benefit.

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데이터 마이닝 기반의 품질설계지원시스템 (Quality Design Support System based on Data Mining Approach)

  • 지원철
    • 한국경영과학회지
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    • 제28권3호
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    • pp.31-47
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    • 2003
  • Quality design in practice highly depends on human designer's intuition and past experiences due to lack of formal knowledge about the relationship among 10 variables. This paper represents an data mining approach for developing quality design support system that integrates Case Based Reasoning (CBR) and Artificial Neural Networks (ANN) to effectively support all the steps in quality design process. CBR stores design cases in a systematic way and retrieve them quickly and accurately. ANN predicts the resulting quality attributes of design alternatives that are generated from CBR's adaptation process. When the predicted attributes fail to meet the target values, quality design simulation starts to further adapt the alternatives to the customer's new orders. To implement the quality design simulation, this paper suggests (1) the data screening method based on ξ-$\delta$ Ball to obtain the robust ANN models from the large production data bases, (2) the procedure of quality design simulation using ANN and (3) model management system that helps users find the appropriate one from the ANN model base. The integration of CBR and ANN provides quality design engineers the way that produces consistent and reliable design solutions in the remarkably reduced time.

Along-Track Position Error Bound Estimation using Kalman Filter-Based RAIM for UAV Geofencing

  • Gihun, Nam;Junsoo, Kim;Dongchan, Min;Jiyun, Lee
    • Journal of Positioning, Navigation, and Timing
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    • 제12권1호
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    • pp.51-58
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    • 2023
  • Geofencing supports unmanned aerial vehicle (UAV) operation by defining stay-in and stay-out regions. National Aeronautics and Space Administration (NASA) has developed a prototype of the geofencing function, SAFEGUARD, which prevents stayout region violation by utilizing position estimates. Thus, SAFEGUARD depends on navigation system performance, and the safety risk associated with the navigation system uncertainty should be considered. This study presents a methodology to compute the safety risk assessment-based along-track position error bound under nominal and Global Navigation Satellite Systems (GNSS) failure conditions. A Kalman filter system using pseudorange measurements as well as pseudorange rate measurements is considered for determining the position uncertainty induced by velocity uncertainty. The worst case pseudorange and pseudorange rate fault-based position error bound under the GNSS failure condition are derived by applying a Receiver Autonomous Integrity Monitor (RAIM). Position error bound simulations are also conducted for different GNSS fault hypotheses and constellation conditions with a GNSS/INS integrated navigation system. The results show that the proposed along-track position error bounds depend on satellite geometries caused by UAV attitude change and are reduced to about 40% of those of the single constellation case when using the dual constellation.

지식기반 관광정보시스템의 개발 (Development of a Knowledge-Based Travel Information System)

  • 김선욱
    • 한국산학기술학회논문지
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    • 제4권2호
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    • pp.51-56
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    • 2003
  • 전통적 그리고 인터넷 기반 관광정보시스템은 각각 관광에 대한 포괄적이고 유용한 정보를 제공한다. 그러나 이들 시스템은 사용이 어렵고 사용자의 요구에 적절하게 대응하는 융통성을 갖지 못하고 정형화된 정보를 보여줄 뿐이다. 본 연구는 이러한 문제점을 해결하기 위하여 지식기반 전문가시스템 접근방식을 도입하고 있다. 이 방식을 이용하여 뉴질랜드 관광안내를 위한 한 전문가시스템이 사례로 제시되고 있다. EXSYS로 구현된 이 시스템은 사용자의 맞춤 여행계획을 제공한다.

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A Knowledge-based Fuzzy Multi-criteria Evaluation Model of Construction Robotic Systems

  • Yoo, Wi-Sung
    • Architectural research
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    • 제12권2호
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    • pp.85-92
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    • 2010
  • In recent years, construction projects have been forced to cope with lack of skilled labor and increasing hazard circumstance of human operations. A construction robotic system has been frequently accomplished as one alterative for overcoming these difficulties in increasing construction quality, enhancing productivity, and improving safety. However, while the complexity of such a system increases, there are few ways to carry out an assessment of the system. This paper introduces a knowledge-based multi-criteria decision-making process to assist decision makers in systematically evaluating an automated system for a given project and quantifying its system performance index. The model employs linguistic terms and fuzzy numbers in attempts to deal with the vagueness inherent in experts' or decision makers' subjective opinions, considering the contribution resulted from their knowledge on a decision problem. As an illustrative case, the system, called Robotic-based Construction Automation, for constructing steel erection of high-rise buildings was applied into this model. The results show the model's capacities and imply the application to other extended types of construction robotic systems.

A Knowledge-based Network Management System Using Active Information Resources

  • Kinoshita, Tetsuo;Kitagata, Gen;Takahashi, Hideyuki;Sasai, Kazuto;Kalegele, Khamisi
    • International journal of advanced smart convergence
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    • 제3권1호
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    • pp.1-6
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    • 2014
  • An expert network administrator is not always stationed as disasters happen. In that case, it is desirable that a novice administrator is capable of taking part in network recovery operations as well. In this paper, aknowledge-based network management system in emergency situations is presented. We use the Active Information Resource based Network Management System (AIR-NMS) to relieve the human administrator from parts of her management tasks and present an interface that remotely can control this management system. The effectiveness of the system is demonstrated by experiments using a prototype system.

CBTC 시스템 개발을 위한 시스템엔지니어링과 안전성 분석의 통합 (Integration of Systems Engineering and System Safety Analysis for Developing CBTC System)

  • 박중용;박영원
    • 한국철도학회논문집
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    • 제6권1호
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    • pp.1-9
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    • 2003
  • This article proposes an integrated systems engineering and safety analysis model for safety-critical systems development. A methodology in system design for safety is considered during the early phase of the development life cycle of systems engineering process. The evolution of the design automation technology has enabled engineers to perform the model-based systems engineering. A Computer-Aided Systems Engineering(CASE) tool, CORE, is utilized to integrate the systems engineering model with a system safety analysis model. The results of the functional analysis phase can drive the analysis of the system safety. An example of Communications-Based Train Control(CBTC) system for an Automated Guided Transit(AGT) system demonstrated an application of the integrated model.

효율적인 VE워크숍을 위한 웹기반 VE지원시스템 개발에 대한 기초연구 (Development of Web-Based VE Supporting System for Effective Workshop)

  • 임종권;김성훈;이민재
    • 한국건설관리학회논문집
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    • 제15권2호
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    • pp.71-78
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    • 2014
  • 국내 건설산업의 효율성 제고와 건설프로젝트의 가치를 향상시키기 위해 VE제도가 도입 된지도 30여년의 시간이 지났으나 국내 현실은 프로젝트의 기능분석 과정에 많은 시간과 노력을 투자하지 못하고 있으며, 이를 바탕으로 해야 할 전문가 협업워크숍 부분이 부족하여 창의적인 아이디어의 도출이 부족하게 되고 결과적으로 VE활동은 설계검토와 비용절감 부분에 초점이 맞추어지는 것이 현실이다. 이를 개선하기 위해서는 체계화된 VE Job Plan 프로세스와 워크숍 협업 전산시스템이 필요하다. 본 연구에서는 프로젝트 의사결정을 위한 기능분석 및 FAST도 전산모델, 웹기반 VE워크숍 수행 및 프로젝트 의사결정프로그램을 제안하였으며, 이는 기능향상 및 비용절감을 목적으로 하는 다양한 분야에서 활용이 가능한 시스템이며 객관적인 성능 및 기능분석을 실행하여 다양한 이해관계에 놓인 의사결정자의 신속한 의사결정을 지원하며 VE업무 효율화를 극대화시킬 수 있으리라 기대된다.

입원노인환자의 사례관리 프로그램 개발 연구 (Nursing Case Management Program Development for the Elderly at Hospital)

  • 신은영
    • 지역사회간호학회지
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    • 제13권3호
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    • pp.444-455
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    • 2002
  • Purpose: This study was performed to develop the case management program that can provide the qualitative health care service to satisfy the increasing needs for health care elderly and prevent the increase in medical cost cased by prolonged and repetitive hospitalization. Method: The survey was completed as follows. First, 290 elderly patients who would be soon discharged in 4 hospitals are participated in the survey on needs of nursing care and case management programs. Second, 70 professionals working at 5 hospitals including doctors, nurses, social workers and so on are participated in the survey on the case management team operation. Result: Level of needs to Nursing care and case management programs showed so high. Professionals suggested on the case management team operation. Finally, based on the survey and literature review, the case management program was developed. Conclusion: In this study, the specific models for the five case management services were suggested. It is thought that the service provision by the case management team based on the multi-disciplinary case management program model suggested in this study would be suggested as a constituent of the effective health care delivery system for the hospitalized elderly patients.

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