• Title/Summary/Keyword: expert decision

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A Study on the Application of EXPERT-CHOICE Technique for Selection of Optimal Decontamination Technology for Nuclear Power Plant of Decommissioning (원전 해체 시 최적 제염기술 선정을 위한 EXPERT-CHOICE 기법 적용에 대한 연구)

  • Song, Jong Soon;Shin, Seung Su;Lee, Sang Heon
    • Journal of Nuclear Fuel Cycle and Waste Technology(JNFCWT)
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    • v.15 no.3
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    • pp.231-237
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    • 2017
  • The present study researched and analyzed decontamination technology for decommissioning a nuclear power plant. The decision-making technique (EXPERT-CHOICE) was used to evaluate and select the optimal decontamination technology. In principle, this evaluation method is generally performed by a group of experts in the relevant field. The results of the weights were calculated by multiplying the weights with regard to each criterion and evaluation score. The evaluation scores were categorized into 3 ranges (high, medium, and low), and each range was weighted for differentiation. The level of the technology analysis was improved by additionally quantifying the weights with regard to each criterion and subdividing criteria into subcriteria. The basic assumption of the evaluation was that the weight values would decided on in an expert survey and assigned to each criterion. The evaluation criteria followed high weight for the 'High' range. Accordingly, H, M, and L were assigned weights of 10:5:1, respectively. This was based on the EXPERT-CHOICE optimal analysis. The minimum and maximum values were excluded, and the average value was used as the evaluation value for each scenario.

Web-enabled Healthcare System for Hypertension: Hyperlink-based Inference Approach (고혈압관리를 위한 웹 기반의 지능정보시스템: 하이퍼링크를 이용한 추론방식으로)

  • Song, Yong-Uk;Ho, Seung-Hee;Chae, Young-Moon;Cho, Kyoung-Won
    • Journal of Intelligence and Information Systems
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    • v.9 no.1
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    • pp.91-107
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    • 2003
  • In the conduct of this study, a web-enabled healthcare system for the management of hypertension was implemented through a hyperlink-based inference approach. The hyperlink-based inference platform was implemented using the hypertext capacity of HTML which ensured accessibility, multimedia facilities, fast response, stability, ease of use and upgrade, and platform independency of expert systems. Many HTML documents, which are hyperlinked to each other based on expert rules, were uploaded beforehand to perform the hyperlink-based inference. The HTML documents were uploaded and maintained automatically by our proprietary tool called the Web-Based Inference System (WeBIS) that supports a graphical user interface (GUI) for the input and edit of decision graphs. Nevertheless, the editing task of the decision graph using the GUI tool is a time consuming and tedious chore when the knowledge engineer must perform it manually. Accordingly, this research implemented an automatic generator of the decision graph for the management of hypertension. As a result, this research suggests a methodology for the development of Web-enabled healthcare systems using the hyperlink-based inference approach and, as an example, implements a Web-enabled healthcare system for hypertension, a platform which performed especially well in the areas of speed and stability.

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A Study on the Spatial Decision Making Support Model for Protected Areas Boundary (re)Design -A Case of Jirisan National Park- (보호지역 경계조정을 위한 공간의사결정지원모델 연구 - 지리산 국립공원을 사례로 -)

  • Sung, Hye-Jung;Kwon, Hyuk-Soo;Seo, Chang-Wan;Park, Chong-Hwa
    • Journal of the Korean Society of Environmental Restoration Technology
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    • v.14 no.3
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    • pp.101-113
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    • 2011
  • The purpose of this study are to develop a SDSS (Spatial Decision Support System) that can incorporate diverse opinions of stakeholders related the designation of protected areas (PA), and to employ the model for the readjustment of the boundary line of the Jirisan National Park of Korea. The SDSS would lead to more rational and less controversial decision-making during the expansion or removal of PA in Korea. Research methods are as follows. Firstly, to select evaluation criteria for SDSS for PA designation by using expert interview and literature survey. Secondly, to measure their preferences on the designation of additional PA or the removal of a part of PA based on the opinions of various stakeholders such as local residents, environmental groups, or public officials. Thirdly, to produce conservation priority maps based on a multi-criteria decision making technique. The SDSS would be used to rational decision making for the expansion of PA or the release of a certain part of PA by reflecting diverse preferences on biodiversity conservation and economic interest of residents. The visualization of conservation priority maps would also increase the efficiency of such decision making processes. The evaluation criteria for the expansion of PA for biodiversity conservation includes vegetation conservation value, wildlife conservation value, and the habitats of key species. The evaluation criteria for the removal of PA includes the proximity to roads and the boundary of PA, land use types, and conservation zoning of the PA. Preference weights are based on data collected from the Jirisan National Park. Both the conservation priority and removal priority maps are based on land parcels so that property rights of all parcels would be correctly represented.

Construction of MATLAB API for Fuzzy Expert System Determining Automobile Warranty Coverage (자동차 보증수리 기간 결정을 위한 퍼지 전문가 시스템용 MATLAB API의 구축)

  • Lee, Sang-Hyoun;Kim, Chul-Min;Kim, Byung-Ki
    • The KIPS Transactions:PartD
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    • v.12D no.6 s.102
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    • pp.869-874
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    • 2005
  • In the recent years there has been an increase of service competition in the activity of product selling, especially in the extension of warranty coverage and qualify. The variables in connection with the service competition are not crisp, and required the expertise of the production line. It thus becomes all the more necessary to use subtler tools as decision supports. These problems are typical not only of product companies but also of financial organizations, credit institutions, insurance, which need predictions of credibility for firms or persons in which they have any kind of interest. A suitable approach for minimizing the risk is to use a knowledge-based system. Most often expert systems are not standalone programs, but are embedded into a larger application. The aim of this paper is to discuss an approach for developing an embedded fuzzy expert system with respect to the product selling policy, especially to present the decision system of automobile selling activity around the extension of warranty coverage and quality. We use the MATLAB tools which integrates computation, visualization, and programming in an easy-to-use environment where problems and solutions are expressed in familiar mathematical notation. Also, we present the API functions embedding into the existing application.

Design and Implementation of an Intelligent Medical Expert System for TMA(Tissue Mineral Analysis) (TMA 분석을 위한 지능적 의학 전문가 시스템의 설계 및 구현)

  • 조영임;한근식
    • Journal of KIISE:Software and Applications
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    • v.31 no.2
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    • pp.137-152
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    • 2004
  • Assesment of 30 nutritional minerals and 8 toxic elements in hair are very important not only for determining adequacy, deficiencies and unbalance, but also for assessing their relative relationships in the body. A test has been developed that serves this purpose exceedingly well. This test is known as tissue mineral analysis(TMA). TMA is very popular method in hair mineral analysis for health care professionals in over 46 countries' medical center. However, there are some problems. First, they do not have database which is suitable for korean to do analyze. Second, as the TMA results from TEI-USA is composed of english documents and graphic files prohibited to open, its usability is very low. Third, some of them has low level database which is related to TMA, so hairs are sent to TEI-USA for analyzing and medical services. it bring about an severe outflow of dollars. Finally, TMA results are based on the database of american health and mineral standards, it is possibly mislead korean mineral standards. The purposes of this research is to develope the first Intelligent Medical Expert System(IMES) of TMA, in Korea, which makes clear the problems mentioned earlier IMES can analyze the tissue mineral data with multiple stage decision tree classifier. It is also constructed with multiple fuzzy rule base and hence analyze the complex data from Korean database by fuzzy inference methods. Pilot test of this systems are increased of business efficiency and business satisfaction 86% and 92% respectively.

Tuning the Parameters for the Decision Making System in Order to Define Athlete's Aerobic and Anaerobic Thresholds

  • Ketola, Jaakko;Saastamoinen, Kalle;Turunen, Esko
    • 제어로봇시스템학회:학술대회논문집
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    • 2004.08a
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    • pp.317-320
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    • 2004
  • In this work we have managed to find parameters for defining athlete's aerobic and anaerobic thresholds. Thresholds which are of vital importance for top athletes. It is shown how differential evolution and different similarity measures has been used to tune computational model for threshold definitions. From our results it is obvious that the use of right parameter values for this kind expert system is of vital importance.

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마이크로 콤퓨터와 전문가 체제

  • 이재규;이호근
    • Korean Management Science Review
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    • v.2
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    • pp.26-38
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    • 1985
  • 전문가 체제 (Expert System: 이하 ES라 부름)란 회귀하고 값비싼 전문가의 지식과 경험을 체계화하여 콤퓨터에 기억시켜 둠으로써 전문가가 아닌 많은 사람들이 전문가를 만나지 않고서도 ES를 통하여 전문가의 능력을 빌릴 수 있도록 한 것이다. 전문가 체제는 오래전부터 콤퓨터 전문가들의 연구 분야였던 인공지능(Artificial Intelligence)을 그 모체로 하고 있으나 최근에는 경영정보체제(Management Information System)나 의사결정 지원체제 (Decision Support System)분야에 종사하는 분들의 ES에 대한 관심이 날로 증가하고 있다.(중략)

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An Interactive Fuzzy Approach for Multiobjective Nonlinear Programming Problems with Fuzzy Parameters (퍼지 모수를 가지는 다목적 비선형 계획 문제의 대화형 퍼지 접근)

  • 이상완;남현우;윤연근
    • Journal of the Korean Operations Research and Management Science Society
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    • v.22 no.2
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    • pp.67-78
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    • 1997
  • In general, two types fuzziness of human judgements should be incorporated in multiobjective programming problems. One is the expert's ambigjous understanding of the nature of the parameters in the problem formulation process and the other is the fuzzy goals of the decision maker for each of the objective functions. In this paper, we present a new interactive fuzzy approach for obtaining the satisficing solution which efficiently reflect both types of fuzziness. An illustrative numerical example nonlinear programming problems with fuzzy parameters is demonstrated along with the corresponding computer outputs.

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Adaptive Fuzzy Control for a DC Mmotor Using Weight Tuning Algorithm (가중치 조정 알고리즘을 이용한 직류 전동기의 적응 퍼지제어)

  • 손재현;지성현;전병태;임종광;남문현
    • 제어로봇시스템학회:학술대회논문집
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    • 1993.10a
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    • pp.360-363
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    • 1993
  • Fuzzy Logic Control immitating human decision making process is a novel control strategy based on expert's experience and knowledge and many process designers are developing its applications. But it is difficult to obtain a set of rules from human operator. And there is a limitation on adjusting to environmental changes. In this paper, we proposed adaptive fuzzy algorithm to overcome these difficulties using weights added to the rules. To verify the validity of this control strategy, we have implemented this algorithm for a DC servo motor with PD-type fuzzy controller.

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