• Title/Summary/Keyword: Knowledge-based System

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Investigating the Promotion Methods of Korean Financial Firms' Knowledge Management in the e-Learning Environment Focusing on the Implementation of TopicMap-Based Repository Model (금융기관의 지식 관리 개선 방안 연구 - 토픽맵 개념을 활용한 학습, 지식 및 정보 객체를 연결시키는 통합 리포지토리 설계를 중심으로 -)

  • Kim Hyun-Hee
    • Journal of the Korean Society for Library and Information Science
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    • v.40 no.2
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    • pp.103-123
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    • 2006
  • Assuming that the knowledge creation and retrieval functions could be the most important factors for a successful knowledge management(KM) especially during the promotion stage of KM, this study suggests an e-learning application as one of best methods for producing knowledge and also the integrated knowledge repository model in which learning, knowledge. and information objects can be semantically associated through topic map-based knowledge map. The traditional KM system provides a simple directory-based knowledge map. which can not provide the semantic links between topics or objects. The proposed model can be utilized as a solution to solve the above-mentioned disadvantages of the traditional models. In order to collect the basic data for the proposed model, first, case studies utilizing interviews and surveys were conducted targeting at three Korean insurance companies' knowledge managers(or e-learning managers) and librarians. Second, the related studies and other topic map-based pilot systems were investigated.

An Unified Representation of Context Knowledge Base for Mobile Context-Aware System

  • Jeong, Jang-Seop;Bang, Dae-Wook
    • Journal of Information Processing Systems
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    • v.10 no.4
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    • pp.581-588
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    • 2014
  • To facilitate the implementation of a wide variety of context-aware applications based on mobile devices, general-purpose context-aware framework that applications can use by calling is needed. The context-aware framework is a middleware that performs the sensing, reasoning, and retrieving based on the knowledge base. The knowledge base must systematically represent the information required on the behavior of the context-aware framework, such as context information and reasoning information. It must also provide functions for storage and retrieval. To date, previous research on the representation of the context information have been carried out, but studies on the unified representation of the knowledge base has seen little progress. This study defines the knowledge base as the unified context information, and proposes the UniOWL, which can do a good job of representing it. UniOWL is based on OWL and represents the information that is necessary for the operation of the context-aware framework. Therefore, UniOWL greatly facilitates the implementation of the knowledge base on a context-aware framework.

The Development and Using Method of Cyber Learning Using Conceptual Models of Knowledge Creation (지식창출 개념적 모델을 이용한 가상학습 시스템의 개발 및 활용 방안)

  • Kim, Jeong-Rang;Ki, Yong-Ju
    • Journal of The Korean Association of Information Education
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    • v.6 no.1
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    • pp.98-109
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    • 2002
  • In this knowledge-based society, a man of ability should be able to be possessed of abilities to create new knowledge while selecting, acquiring and processing knowledge and information in line with his own purpose and communicating it to other people and sharing it with them. With the aid of the emergence of web, cyber learning in the form of web-based instruction is brought to the fore. Yet, the established way of cyber learning is based on the system where learners should proceed with this study on his own instead of relying on the interaction between teachers and learners. The established way of cyber learning leaves something to be desired in terms of the application of the way to class, being almost bereft of a system capable of recreating knowledge as the result of study. Accordingly, this study is designed to develop a cyber learning system using models with the concepts of knowledge construction. The system enabled students to cultivate abilities to analyze materials and to improve creativity, producing the following system; applying it to the teaching-learning process of social studies: the system capable of being applied to a series of process from the stage of grasping problems to the stage of learning completion; the system enabling teachers and students as well to produce study results; the system enabling students to recreate knowledge in the form of homepages from constructed learning resources instead of producing fragmental knowledge.

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A Knowledge-Based Fuzzy Post-Adjustment Mechanism:An Application to Stock Market Timing Analysis

  • Lee, Kun-Chang
    • Journal of the Korean Operations Research and Management Science Society
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    • v.20 no.1
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    • pp.159-177
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    • 1995
  • The objective of this paper is to propose a knowledge-based fuzzy post adjustment so that unstructured problems can be solved more realistically by expert systems. Major part of this mechanism forcuses on fuzzily assessing the influence of various external factors and accordingly improving the solutions of unstructured problem being concerned. For this purpose, three kinds of knowledge are used : user knowledge, expert knowledge, and machine knowledge. User knowledge is required for evaluating the external factors as well as operating the expert systems. Machine knowledge is automatically derived from historical instances of a target problem domain by using machine learning techniques, and used as a major knowledge source for inference. Expert knowledge is incorporate dinto fuzzy membership functions for external factors which seem to significantly affect the target problems. We applied this mechanism to a prototyoe expert system whose major objective is to provide expert guidance for stock market timing such as sell, buty, or wait. Experiments showed that our proposed mechanism can improve the solution quality of expert systems operating in turbulent decision-making environments.

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The Allocation of Inspection Efforts Using a Knowledge Based System

  • Kang, Kyong-sik;Stylianides, Christodoulos;La, Seung-houn
    • Journal of Korean Society for Quality Management
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    • v.18 no.2
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    • pp.18-24
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    • 1990
  • The location of inspection stations is a significant component of production systems. In this paper, a prototype expert system is designed for deciding the optimal location of inspection stations. The production system is defined as a single channel of n serial operation stations. The potential inspection station can be located after any of the operation stations. Nonconforming units are generated from a compound binomial distribution with known parameters at any given operation station. Traditionally Dynamic programming, Zero-one integer programming, or Non-linear programming techniques are used to solve this problem. However a problem with these techniques is that the computation time becomes prohibitively large when t be number of potential inspection stations are fifteen or more. An expert system has the potential to solve this problem using a rule-based system to determine the near optimal location of inspection stations. This prototype expert system is divided into a static database, a dynamic database and a knowledge base. Based on defined production systems, the sophisticated rules are generated by the simulator as a part of the knowledge base. A generate-and-test inference mechanism is utilized to search the solution space by applying appropriate symbolic and quantitative rules based on input data. The goal of the system is to determine the location of inspection stations while minimizing total cost.

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Design of a knowledge-based controller for job scheduling in assembly (조립 작업에서의 생산계획 수립을 위한 지식베이스형 제어기의 설계)

  • 김성수;서기성;우광방
    • 제어로봇시스템학회:학술대회논문집
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    • 1990.10a
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    • pp.514-518
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    • 1990
  • This paper describes an experimental Knowledge-Based Control System, named KBCS, for manufacturing and assembly. The KBCS of five parts and function : data-base, knowledge acquisition, optimization, and graphic monitoring. The KBCS is utilized for a FMS which is of five machine centers and automatic assembly lines. Each machine can perform almost all manufacturing functions which some difference in efficiency. Buffers store temporarily the incoming components and the outing components. Parts arrive at assembly lines after many steps of manufacturing, and the transfer path and time are determined by procedural knowledge of control systems. Nine different incoming components are set up. The total control system is expected to perform four algorithms, timing algorithm ,sequencing algorithm, penalty algorithm, and cart algorithm. The construction of controller require basic components of manufacturing systems in which knowledges are formulated on the base of the results and the repeated simulation of KBCS with graphic monitoring system. Simulation results by KBCS are compared with those by the other rules of manufacturing.

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-An Implementation of a Graph-based Modeling System using Influence Diagram- (영향도를 이용한 그래프 기반 모델링 시스템의 응용)

  • 박동진;황인극
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.23 no.55
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    • pp.85-96
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    • 2000
  • This paper describes IDMS, a graph-based modeling system that supports problem structuring. We employs influence diagram as a problem representation tool, that is, a modeling tool. In particular, IDMS is designed as domain-independent shell. Therefore, a modeler can change the contents of the knowledge base to suit his/her own interested domain. Since the knowledge base of IDMS contains both modeling knowledge and domain knowledge, IDMS provides not only the syntactic support for modeling tool, but also the semantic support for problem domain. To apply the method in the real world context, we tested IDMS on the process selection problem in business reengineering, which is typical semi-structured problem.

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The Relationship between Workers' Knowledge Sharing Intention and Innovation Behavior in General Hospitals (종합병원 지식근로자의 지식공유 의도와 혁신행동 간의 관계)

  • Lee, Hyun-Sook
    • The Korean Journal of Health Service Management
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    • v.7 no.4
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    • pp.233-241
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    • 2013
  • The purpose of this study is to investigate factors affecting workers' knowledge sharing on knowledge sharing and innovation behavior in general hospitals. This study is based on factors of knowledge sharing such as incentives, reciprocal benefits, behavioral control, and subjective norm, CEO's support, rewards system, IT system, and trust. Data were assessed using 148 workers who work in 3 hospitals in Seoul, Kyunggi, Chunkcheong-do. Data were collected with self-administered questionnaires from April 1 to 31 in 2013 and analyzed SPSS 18 and SEM(structural equation modeling). The results of the study were as follows. First, knowledge sharing intention as well as innovation behavior was statistically significant in behavioral control and IT system. Second, knowledge sharing intention turned out to be positive effect for innovation behavior. This study identified a couple of factors affecting workers' knowledge sharing on knowledge sharing intention and innovation behavior. The the implications of these factors are discussed and areas for developing hospital's knowledge management strategies are fostered and knowledge sharing intention and innovation behavior.

Managing Field-related Knowledge based on Knowledge Management System(KMS) (지식관리시스템(KMS)을 통한 건설 현장지식관리)

  • Kook Yun-Sang;Baik Jong-keon;Kim Jae-Jun
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • autumn
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    • pp.525-530
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    • 2001
  • Nowadays knowledge is begging to supplant the traditional factors of production and has become the most important new corporate and competitive resource. Many construction firms have been trying to perform Knowledge management, and implement Knowledge Management System. For successful KMS, a company should check the exiting infrastructures which includes resources and knowledge which an organization already may have in place, their culture, and processes and adopt the proper approach according to their own business requirement. This study defined the knowledge life-cycle and proposed management knowledge method of construction field with KMS.

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A Collaborative Knowledge Management in Wiki-based Project Learning (위키기반 프로젝트학습에서의 협력 지식 관리의 고찰)

  • Lee, Jin-Tae;Han, Seon-Kwan
    • Journal of The Korean Association of Information Education
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    • v.15 no.4
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    • pp.525-531
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    • 2011
  • This study is about the system for knowledge management in the Wiki-based project learning. We implement the Wiki-based project learning system which is focused on a new Web paradigm and technology development to grasp the knowledge flow of a learner effectively under a project learning condition. Implementation of the system has used a Web 2.0 technology to easily understand SECI Knowledge Management types which form the Externalization, Combination and Internalization steps. Moreover, the system structure has been designed instinctively for harmonious knowledge use or reuse. As a result of the experiment, we found out that the collaborative knowledge steps moved along the flow of project learning.

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