• Title/Summary/Keyword: Expert's technology

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Research on Cognitive Load Theory and Its Design Implications for Problem Solving Instruction

  • KWON, Sukjin
    • Educational Technology International
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    • 제11권1호
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    • pp.93-117
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    • 2010
  • The purpose of this study was to develop the problem solving instruction facilitating novice learner to represent the problem. For the purpose, we mainly focused on three aspects of problem solving. First, learner should represent the targeted problem and its solutions for problem solving. Second, from crucial notions of cognitive load theory, learner's mental load should be optimized for problem representation. Third, for optimizing students' mental load, experts may support making their thinking more visible and mapping from their intuition to expert practice. We drew the design principles as follows. First, since providing worked examples for the targeted problem has been considered to minimize analogical errors as well as reduce cognitive load in problem representation at line of problem solving and instructional research, it is needed to elaborate the way of designing. The worked example alternatively corresponds to expert schema that consists of domain knowledge as well as strategies for expert-like problem representation and solution. Thus, it may help learner to represent what the problem is and how to solve it in problem space. Second, principle can be that expert should scaffold learner's self-explanations. Because the students are unable to elicit the rationale from worked example, the expert's triggering scaffold may be critical in that process. The unexplained and incomplete parts of the example should be completed not by expert's scaffold but by themselves. Critical portion of the expert's scaffold is to explain about how to apply and represent the given problem, since students' initial representations may be reached at superficial or passive pattern of example elaboration. Finally, learner's mental model on the designated problem domain should be externalized or visualized for one's reflection as well as expert's scaffolding activities. The visualization helps learner to identify one's partial or incorrect model. The correct model of learner could be constructed by expert's help.

Decision Theoretic Conflict Resolution in Rule-based Expert System

  • An, Byeong-Seok;Park, Choong-Gyoo;Kim, Soung-Hie
    • 한국국방경영분석학회지
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    • 제24권1호
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    • pp.68-87
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    • 1998
  • Techniques from decision analysis and expert system have both been extensively used in the development of computerized decision aids, although each discipline uses different approaches in knowledge (information or input) acquisition, representation, and problem solving methodology. From the perspective of many types of practical decision aiding applications, both normative decision aids and expert system technology have significant limitations. Many research efforts have been exerted toward complementing the one's deficiency with the other's possible techniques or vice versa. In this paper, among many possible complementary techniques for better decision aiding between decision analysis and expert system, we focus on the using prescriptive methodology of decision analysis which incorporates user's preference knowledge for conflict resolution in rule based expert system.

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An Expert System and Genetic Algorithm for Facility Layout Problem

  • Limudomsuk, Thitipong;Sirinaovakul, Boonchareon
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2002년도 ITC-CSCC -3
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    • pp.1654-1657
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    • 2002
  • This paper presents a system for facility layout problem using an expert system and a genetic algorithm. The practical facility layout design can be effected by characteristics of constructing model, slicing tree model, closeness weight metric and expert system. The genetic algorithm searches the result layout. An experimental system is implemented and produced desired layout.

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박판성형공정의 유한요소해석을 위한 드로우비드 전문모델 개발 (2부:모델링) (Development of Drawbead Expert Models for Finite Element Analysis of Sheet Metal Forming Process (Part2: Modeling))

  • 금영탁;이재우;박승우
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 1997년도 춘계학술대회논문집
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    • pp.50-54
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    • 1997
  • An expert drawbead model is developed to model a cranky drawbead in the finite element analysis of stamping processes. The expert model calculates the drawbead restraining forces (DBRF's) and bead-exit thinning, which are boundary conditions. DBRF's are calculated by considering bending force, unbending force, and friction force in order. Bead-exit thinning are due to the bending and tension during the deformation. The DBFR's and thinning computed form the mathematical model for the basic beads are compared with measurements and correction factors compensating for the differences are found using the multiple linear regression method. The composition beads are assumed to be a combination of basic beads so that the DBRF's and bead-exit thinning are computed to the sum of those of basic beads.

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A decision support system for diagnosis of distress cause and repair in marine concrete structures

  • Champiri, Masoud Dehghani;Mousavizadegan, S.Hossein;Moodi, Faramarz
    • Computers and Concrete
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    • 제9권2호
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    • pp.99-118
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    • 2012
  • Marine Structures are very costly and need a continuous inspection and maintenance routine. The most effective way to control the structural health is the application of an expert system that can evaluate the importance of any distress on the structure and provide a maintenance program. An extensive literature review, interviews with expert supervisors and a national survey are used to build a decision support system for concrete structures in sea environment. Decision trees are the main rules in this system. The system input is inspection information and the system output is the main cause(s) of distress(es) and the best repair method(s). Economic condition, severity of distress, distress situation, and new technologies and the most repeated classical methods are considered to choose the best repair method. A case study demonstrates the application of the developed decision support system for a type of marine structure.

Fuzzy based Intelligent Expert Search for Knowledge Management Systems

  • Yang, Kun-Woo;Huh, Soon-Young
    • 지능정보연구
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    • 제9권2호
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    • pp.87-100
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    • 2003
  • In managing organizational tacit knowledge, recent researches have shown that it is more applicable in many ways to provide expert search mechanisms in KMS to pinpoint experts in the organizations with searched expertise. In this paper, we propose an intelligent expert search framework to provide search capabilities for experts in similar or related fields according to the user′s information needs. In enabling intelligent expert searches, Fuzzy Abstraction Hierarchy (FAH) framework has been adopted, through which finding experts with similar or related expertise is possible according to the subject field hierarchy defined in the system. To improve FAH, a text categorization approach called Vector Space Model is utilized. To test applicability and practicality of the proposed framework, the prototype system, "Knowledge Portal for Researchers in Science and Technology" sponsored by the Ministry of Science and Technology (MOST) of Korea, was developed.

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Fuzzy-based Intelligent Expert Search for Knowledge Management Systems

  • Yang, Kun-woo;Huh, Soon-young
    • 한국산학기술학회:학술대회논문집
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    • 한국산학기술학회 2003년도 Proceeding
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    • pp.73-79
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    • 2003
  • In managing organizational tacit knowledge, recent researches have shown that it is more applicable in many ways to provide expert search mechanisms in KMS to pinpoint experts in the organizations with searched expertise. In this paper, we propose an intelligent expert search framework to provide search capabilities for experts in similar or related fields according to the user's information needs. In enabling intelligent expert searches, Fuzzy Abstraction Hierarchy (FAH) framework has been adopted, through which finding experts with similar or related expertise is possible according to the subject field hierarchy defined in the system. To improve FAH, a text categorization approach called Vector Space Model is utilized. To test applicability and practicality of the proposed framework, the prototype system, "Knowledge Portal for Researchers in Science and Technology" sponsored by the Ministry of Science and Technology (MOST) of Korea, was developed.

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최적 금형연마 가공을 위한 센서 정보 통합 전문가 시스템 개발 (Development of a Sensor Information Integrated Expert System for Optimizing Die Polishing)

  • 김화영
    • 한국생산제조학회지
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    • 제9권1호
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    • pp.128-135
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    • 2000
  • This paper presents a polishing expert system integrated with sensor information which can modify the polishing sequence and conditions initially determined by the system depending on the on-site polishing status. A practical system using AE sensor to detect the on-line polishing status is developed for the rotational polishing and the smoothly curved sur-face. Database and knowledge base for polishing processes are established by using the results of experiments and also expert's experience. Evaluations are performed for a die of headlight lamp by using both the sensor integrated expert sys-tem and the expert system without sensor. The test results show that the sensor integrated expert system provides more optimal polishing conditions since the proposed system takes advantage of on-line sensor information.

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자동차 모터 프레임 금형의 공정설계 전문가 시스템에 관한 연구 (A Study on the Process Design Expert System in Motor-Frame Die of an Automobile)

  • 배원락;박동환;박상봉;강성수
    • 한국소성가공학회:학술대회논문집
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    • 한국소성가공학회 2000년도 추계학술대회 논문집
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    • pp.132-135
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    • 2000
  • A process design expert system for rotationally symmetric deep drawing products has been developed The application of the expert system to non-axisymmetric components, however, has not been reported yet. Thus, in this present study, the expert system for non-axisymmetric deep drawing products with elliptical shape was constructed by using process sequence design. The system developed in this work consists of four modules. The first one is a recognition of shape module to recognize non-axisymmetric products. The second one is three dimensional (3-D) modeling module to calculate the surface area for non-axisymmetric products. The third one is a blank design module to create an oval-shaped blank with the identical surface area. The forth one is a process planning module based on the production rules that play the best important role in an expert system for manufacturing. The production rules are generated and upgraded by interviewing with field engineers.

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대학의 특허경영전문가 활용에 따른 기술이전성과에 관한 연구 (A study on the technology transfer performance according to the patent management expert utilization of the university)

  • 김규태;이정수;정명선
    • 한국산학기술학회논문지
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    • 제17권2호
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    • pp.315-324
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    • 2016
  • 본 연구는 대학의 특허경영전문가 활용이 기술이전 성과에 미치는 영향을 조사함으로써 향후 대학이 기술전담조직의 전문성강화의 방향성을 제시하고자 하였다. 특허경영전문가 파견에 관한 세부적인 효과파악을 위하여 세부적으로 특허경영전문가 파견유무, 특허경영전문가 파견기간, 특허경영전문가 파견연도로 세분화하여 연구를 진행하였다. 분석을 위하여, 대학정보공시센터의 "대학알리미" 자료와 한국지식재산전략원의 "특허경영전문가파견사업" 자료를 활용하였으며, 총 110개 4년제 대학을 중심으로 2008년부터 2013년간의 데이터를 활용하였다. 분석결과 첫째, 대학의 특허경영전문가활용은 활용 대학이 미활용대학 대비 기술이전 및 기술이전수입이 높은 것으로 나타나 대학의 기술이전 활성화를 이루는데 있어 특허경영전문가 활용이 중요한 역할을 했다는 것을 알 수 있었다. 둘째, 대학의 특허경영전문가활용기간이 길수록 기술이전 및 기술이전수입이 높아지는 것으로 나타나 사업의 효과를 더욱 극대화하기 위하여 기간을 연장할 수 있는 방안마련이 필요하다는 방향성을 도출할 수 있었다. 셋째, 특허경영전문가 파견연도(해당연도)에는 기술이전 및 기술이전이 높아지지 않은 반면, 파견연도 전후로 기술이전성과가 나타나 특허경영전문가 파견이 즉각적인 효과라기 보다는 후속적인 효과로 해석할 수 있었다. 그렇기 때문에 파견사업의 효과를 단순히 짧은기간에 한정시키지 말고, 장기적인 관점에서 기술이전전담조직을 활성화시켜야 할 것이다.