• 제목/요약/키워드: Knowledge based systems

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생체인증 기술의 혁신저항 및 사용의도에 영향을 미치는 요인에 관한 연구 (A Study on the Factors Influencing Innovation Resistance and Intention of Using on the Biometrics Technology)

  • 박종석;권혁인
    • 한국정보시스템학회지:정보시스템연구
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    • 제27권2호
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    • pp.53-75
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    • 2018
  • Purpose The purpose of this study is to provide implications by examining the factors affecting the consumers' innovation resistance and intention to use FIDO technology based on the innovation resistance model. In addition, we investigate the difference between FIDO group using biometric authentication technology and those using knowledge / possessive authentication technology. Design/methodology/approach This study investigated the factors influencing innovation resistance and intention to use based on the innovation resistance model. And the structural equation model was applied to analyze the effect of innovation resistance and intention to use. Findings According to empirical results, this study found that perceived relative advantage (+), perceived risk (+), perceived complexity (+), and existing product attitude(+) influenced innovation resistance, and perceived relative advantage (+), self efficacy(+), and innovation resistance(-) influenced intention to use. In addition, this study found that there is a significant difference between the group using the bio-based authentication technology and the group using the knowledge / possessive based authentication technology.

웹 기반 통합 설계 환경 구축에 관한 연구 (A Study on the Web-based Integrated Environment for Design Systems)

  • 이창근;이수홍;방건동
    • 한국CDE학회논문집
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    • 제7권2호
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    • pp.110-120
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    • 2002
  • This paper presents the method that allows easy and rapid integration of legacy resources within the company and between departments. The proposed system can easily construct a distributed environment for collaborative design between departments in the companies. It supports knowledge-based integration system, which allows designers to develop product with deep knowledge about product design. For the purpose, DOME (Distributed Object-based Modeling Environment)-which has been developed through various studies-was used in this paper. To overcome its problems and insufficiency, the Web-Integrator is proposed. The Web-Integrator is very suitable for an Internet environment because it uses HTTP (Hyper Text Transfer Protocol) and XML (extensible Markup Language) as its main communication method. By supporting the remote object access via URL (Uniform Resource Locator), the implementation of the integrated system makes the Web-Integrator systematic and intuitive. All the functions and resources provided by DOME could be used with the interface that enables bi-directional communication with the DOME system. Web-Integrator provides full web-based environments for the general designers, who do not have a full design knowledge and experience, and the proposed system allows design operations to happen at any place and anytime. Also it provides XML-RPC(Remote Procedure Call) based web service framework, which allows other systems to use easily the service that the DOME system supplies regardless the location and the platform.

전략적 제한에 기초한 지식 및 전략 시스템 (Knowledge and Strategic Ability based on Strategic Constraints)

  • 구자록
    • 한국컴퓨터정보학회논문지
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    • 제14권12호
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    • pp.33-40
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    • 2009
  • 다중에이전트 시스템의 분석에 중요한 시간, 지식, 그리고 전략에 관한 개념들을 구체화하기 위해 번역시스템(Interpreted Systems)과 ATL및 ATEL을 살펴보고, 특히 ATEL의 문제점, 즉 하나의 에이전트는 그 자신의 상태에 대해 확실한 정보를 갖지 못하더라도 전략을 구성함에 있어서 전체 시스템의 현재 상태에 접근할 수 있으며, 또한 ATEL의 불명확한 행위들에 대한 표현은 일반적인 상황을 모델링하는 것을 어렵게 하는 문제점들을 해결하기 위한 방안으로 게임이론의 서브게임 완전한 나쉬평형 (subgame perfect Nash equilibrium)에 기초한 전략적 제한(strategic constraints)을 그 문제의 해결책으로 제안한다. 또한, 전략적 제한에 기초한 번역시스템을 다중에이전트 시스템에서의 모델체킹 (model checking)을 위한 하나의 방법으로 제안한다.

패텐인식과 인텍스집합을 이용한 무한전력/전압 전문가 시스템 (A Knowledge Based System for Reactive Power/Voltage control Based on Pattern Recognition and Set of Indices)

  • 박영문;김두현
    • 대한전기학회논문지
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    • 제40권8호
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    • pp.731-740
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    • 1991
  • This paper presents a knowledge based system to solve reactive power/voltage control problem in a power system. The methods to reduce inference time are proposed in inferring the solution of problem in the knowledge base which consists of heuristic rules and inowledge of experts. A set of indices drawn from the heuristic knowledge on the power system is utilized to make up for the defect of existing knowledge based systems which determine both the location and the amount of reactive power compensation devices. The concept of set of indices developed in this paper makes it possible to infer the amount of reactive power source only since the bus order list representing priority for the location of reactive power compensator to be switched on can be determined in advance. From the fact that there exists a relationship between the system voltage pattern and the reactive power pattern in operation, the pattern recognition technique is introduced to reduce the inference time in solving the severe voltage problem. To demonstrate the usefulness of the proposed knowledge based system, the IEEE 30 bus system is chosen as a sample system. The results of case study are also presented.

사출성형 제품의 지식형 설계시스템 연구 (Knowledge-based synthesis system for injection molding)

  • 김상국
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1986년도 한국자동제어학술회의논문집; 한국과학기술대학, 충남; 17-18 Oct. 1986
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    • pp.431-436
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    • 1986
  • The design and manufacture of injection molded polymeic parts with desired mechanical properties is a costly process dominated by empiricism, including the modification of actual tooling. This paper presents an interactive computer-based design system for injection molded plastic parts. This knowledge-based synthesis system provides a rational design strategy for injection molding and molded parts. It synergistically combines a rule-based expert system for hurestic knowledge with analytical process simulation programs. The theremomechanical properties of a molded part such as the effect of molecular orientation and weldline strength are predicted by the analysis programs; while the expert system interprets the analytical results from the process simulation, evaluates the design, and generates recommendations for optimal design alternatives. The heuristic knowledge of injection molding is formalized as production rules of the expert consultation system.

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A Study on Dynamic Inference for a Knowlege-Based System iwht Fuzzy Production Rules

  • Song, Soo-Sup
    • 한국국방경영분석학회지
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    • 제26권2호
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    • pp.55-74
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    • 2000
  • A knowledge-based with production rules is a representation of static knowledge of an expert. On the other hand, a real system such as the stock market is dynamic in nature. Therefore we need a method to reflect the dynamic nature of a system when we make inferences with a knowledge-based system. This paper suggests a strategy of dynamic inference that can be used to take into account the dynamic behavior of decision-making with the knowledge-based system consisted of fuzzy production rules. A degree of match(DM) between actual input information and a condition of a rule is represented by a value [0,1]. Weights of relative importance of attributes in a rule are obtained by the AHP(Analytic Hierarchy Process) method. Then these weights are applied as exponents for the DM, and the DMs in a rule are combined, with the Min operator, into a single DM for the rule. In this way, the importance of attributes of a rule, which can be changed from time to time, can be reflected in an inference with fuzzy production systems.

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지식경영을 위한 사례기반추론 시스템의 설계 및 구축 : 'H'기업의 플랜트 건설 프로젝트 적용사례 (Design and Implementation of Case-Based Reasoning System for Knowledge Management : The Case Study of Plant Construction Division of 'H' Cooperation)

  • 장길상
    • 한국정보시스템학회지:정보시스템연구
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    • 제18권3호
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    • pp.231-249
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    • 2009
  • Recently, plant construction industries are enjoying a favorable business climate centering around developing countries and oil producing countries rich in oil money. This paper proposes a methodology of implementing case-based reasoning(CBR) system for managing knowledge like lessons learned and various documents accumulated in performing power plant construction projects which are receiving a lot of order from foreign countries such as the Middle East, etc. Our methodology is consisted of 10 steps : user requirement gathering, information modeling, case modeling, case base design, similarity function design, user interface design, case base building, CBR module development, user interface implementation, integration test. Also, to illustrate the effectiveness of proposed methodology, the real CBR system is implemented for the plant business division of 'H' company which has international competitiveness in the field of plant construction industry. At present, the implemented CBR system is successfully utilizing as storing, sharing, and reusing knowledge which is accumulated in performing power plant construction projects in the target enterprise.

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개념 네트워크를 이용한 정보 검색 방법 (Document Retrieval using Concept Network)

  • 허원창;이상진
    • Asia pacific journal of information systems
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    • 제16권4호
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    • pp.203-215
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    • 2006
  • The advent of KM(knowledge management) concept have led many organizations to seek an effective way to make use of their knowledge. But the absence of right tools for systematic handling of unstructured information makes it difficult to automatically retrieve and share relevant information that exactly meet user's needs. we propose a systematic method to enable content-based information retrieval from corpus of unstructured documents. In our method, a document is represented by using several key terms which are automatically selected based on their quantitative relevancy to the document. Basically, the relevancy is calculated by using a traditional TFIDF measure that are widely accepted in the related research, but to improve effectiveness of the measure, we exploited 'concept network' that represents term-term relationships. In particular, in constructing the concept network, we have also considered relative position of terms occurring in a document. A prototype system for experiment has been implemented. The experiment result shows that our approach can have higher performance over the conventional TFIDF method.

선형 설계용 에이전트 기반 퍼지 추론 시스템 기초연구 (An Agent-based Fuzzy Inference System for Hull Form Design)

  • 이규열;김수영;신성철;조윤제;김민정
    • 한국지능시스템학회논문지
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    • 제8권3호
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    • pp.41-49
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    • 1998
  • 에에전트는 독립적인 모듈로서 설계에 필요한 정보를 특성별로 분리하여 합의된 규약, 즉 에이전트 통신 언어에 따라 정보를 교환하는 것이며, 퍼지 추론 시스템은 경험 지식을 언어적 제어 규칙으로 표현하고 퍼지 추론을 이용해서 컴퓨터에 실행할 수 있도록 한 것이다. 본 연구에서는 퍼지 추론 시스템과 에이전트 기반 시스템의 결합을 시도하고, 이를 주요치수와 선형 계수의 추론에 적용하여 선박설계에서의 응용가능성을 검토하였다.

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Splitting Algorithm Using Total Information Gain for a Market Segmentation Problem

  • Kim, Jae-Kyeong;Kim, Chang-Kwon;Kim, Soung-Hie
    • 한국경영과학회지
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    • 제18권2호
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    • pp.183-203
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    • 1993
  • One of the most difficult and time-consuming stages in the development of the knowledge-based system is a knowledge acquisition. A splitting algorithm is developed to infer a rule-tree which can be converted to a rule-typed knowledge. A market segmentation may be performed in order to establish market strategy suitable to each market segment. As the sales data of a product market is probabilistic and noisy, it becomes necessary to prune the rule-tree-at an acceptable level while generating a rule-tree. A splitting algorithm is developed using the pruning measure based on a total amount of information gain and the measure of existing algorithms. A user can easily adjust the size of the resulting rule-tree according to his(her) preferences and problem domains. The algorithm is applied to a market segmentation problem of a medium-large computer market. The algorithm is illustrated step by step with a sales data of a computer market and is analyzed.

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