• 제목/요약/키워드: the view of knowledge

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KDD에 기반한 경영성과 분석 시스템 구현 (Implementation of Management performance Analysis System with KDD)

  • 안동규;조성훈
    • 한국디지털정책학회:학술대회논문집
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    • 한국디지털정책학회 2004년도 춘계학술대회
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    • pp.575-592
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    • 2004
  • In modern dynamic management environment, there is growing recognition that? information & knowledge management systems are essential for CEO's efficient/effective decision making. As a key component to cope with this current, we suggest the management performance analysis syystem based on Knowledge Discovery in Database (KDD). The system measures management performance that is considered with both VA(Value- Added), which represents stakeholder's point of view and EVA(Economic Value-Added), which represents shareholder's point of view. The relation ship between management performance and some 80 financial ratios is analyzed, and then important financial ratios are drawn out. In analyzing the relationship, we applied KDD process which includes such as multidimensional cube, OLAP(On-Line Analytic Process), data mining and AHP(Analytic Hierarchy Process). To demonstrate the performance of the system, we conducted a case study using financial data over the 16-years from 1981 to 1996 of Korean automobile industry which is taken from database of KISF AS(Korea Investors Services Financial Analysis System).

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Genetic Algorithm에 기반한 경영성과분석 시스템 구현 (Implementation of Management performance Analysis System with Genetic Algorithms)

  • 안동규;조성훈
    • 한국디지털정책학회:학술대회논문집
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    • 한국디지털정책학회 2003년도 창립학술대회
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    • pp.191-210
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    • 2003
  • In modern dynamic management environment, there is growing recognition that information & knowledge management systems are essential for CEO's Efficient/effective decision making, As a key component to cope with this current, we suggest the management performance analysis system based on Knowledge Discovery in Database (KDD). The system measures management performance that is considered with both VA(Value-Added), which represents stakeholder's point of view and EVA(Economic Value-Added), which represents shareholder's point of view, The relationship between management performance and some 80 financial ratios is analyzed, and then important financial ratios are drawn out. In analyzing the relationship, we applied KDD process which includes such as multidimensional cube, OLAP(On -Line Analytic Process), data mining and AHP(Analytic Hierarchy Process). To demonstrate the performance of the system, we conducted a case study using financial data over the 16-years from 1981 to 1996 of Korean automobile industry which is taken from database of KISFAS(Korea Investors Services Financial Analysis System).

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Integration of Strategic Issue Management and Knowledge Management in View of Strategic Information Paradigm - An Integrative Framework

  • Yum, Ji-Hwan;Mallikarjun, M.
    • 한국전자거래학회:학술대회논문집
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    • 한국전자거래학회 2005년도 e-Biz World Conference 2005
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    • pp.24-50
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    • 2005
  • Knowledge management is a current management concept dealing with information gathering and implementation processes for the organizational performance advantage. The study investigates knowledge management in two perspectives: internally, Organizational information processing structure and externally, strategic issue management system. The study proposes the existence of filtering processes in the organizations. Based on this argument, the authors propose that organizations need to employ strategic issue management system for the successful implementation of knowledge management.

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효율적인 지식경영을 실천하기 위한 지식인의 역할에 대한 고찰 (Investigating Role of Knowledge-Based People for Practicing Effective Knowledge-Based Management)

  • 김영천
    • 정보학연구
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    • 제2권2호
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    • pp.217-233
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    • 1999
  • 본 연구는 최근 들어 활발하게 논의되고 있는 지식경영의 효율적인 실천방안 중의 하나로서 지식인의 역할에 대해 조사한 것이다. 먼저, 지식과 지식경영의 여러 견해를 종합하고, 지식경영의 핵심역량으로서 인적, 조직적, 관리적, 전략적, 기술적 요소 등 다섯 가지를 제시한다. 그 중에서 인적요소의 역할에 대해 집중적으로 고찰해 보았다.

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4차 산업혁명의 관점에서 제품수명주기관리의 지식영역 적용도 분석 (Analyses of the Application of the Knowledge Domain of Product Lifecycle Management: The Perspective of the 4th Industrial Revolution)

  • 허광호;이유미;유영진;김진회;오유상;김인재
    • 지식경영연구
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    • 제22권2호
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    • pp.209-225
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    • 2021
  • 제품수명주기관리(Product Lifecycle Management)는 8개의 지식영역으로 구성된 잘 정의된 관리방법이다. 4차 산업혁명이 스마트 팩토리와 밀접한 관련이 있기 때문에 궁극적으로 제품의 아이디어 생성에서 폐기까지의 전 과정을 효과적으로 관리하는 제품수명주기관리의 중요성이 부각되고 있다. 본 연구는 제품수명주기관리 분야의 전문가를 대상으로 제품수명주기관리의 지식영역의 현재와 향후 적용정도를 4차 산업혁명의 관점에서 분석하였다. 제품수명주기관리의 지식영역이 현장에서 어느 정도 적용되고 있는지를 현재의 관점과 가까운 미래의 관점에서 전문가 인식을 분석하였다. 제품수명주기관리의 지식영역의 현재 및 미래의 적용정도를 분석하고, 적용정도의 관점에서 지식영역 간의 차이가 있는지를 분석하였다. 분석된 결과를 중심으로 그 의미와 향후 흐름을 제시하였다.

기업의 사회적 자본, 지식경영활동, 그리고 성과 간의 구조적 인과관계 (A Structural Causal Relationship of Social Capital, Knowledge Management, and Organizational Performance)

  • 이영찬;권기택;이승석
    • 지식경영연구
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    • 제9권1호
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    • pp.129-146
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    • 2008
  • The purpose of this study is to examine the effect of knowledge management on the organizational performance by using structural equation model and to suggest new integrated framework about knowledge management by understanding the determinants of organizational capability to knowledge management in social capital point of view. To serve the purpose of this study, we conducted the extensive survey on 256 Korean companies in diverse industries including the manufacturing. Specifically, from the empirical result of this study, we identified that knowledge management performs more actively as the level of social capital increases, and the company that achieve knowledge management actively shows relatively higher performance than one that do not. On the other hand, among the sub-factors composing the social capital, Vision/Purpose/Value and Norms of Reciprocity directly affect to the organizational performance without knowledge management.

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Knowledge Conversion between Conceptual Graph Model and Resource Description Framework

  • 김진성
    • 한국지능시스템학회논문지
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    • 제17권1호
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    • pp.123-129
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    • 2007
  • On the Semantic Web, the content of the documents must be explicitly represented through metadata in order to enable contents-based inference. In this study, we propose a mechanism to convert the Conceptual Graph (CG) into Resource Description Framework (RDF). Quite a large number or representation languages for representing knowledge on the Web have been established over the last decade. Most of these researches are focused on design of independent knowledge description. On the Semantic Web, however, a knowledge conversion mechanism will be needed to exchange the knowledge used in independent devices. In this study, the CG could give an entire conceptual view of knowledge and RDF can represent that knowledge on the Semantic Web. Then the CG-based object oriented PROLOG could support the natural inference based on that knowledge. Therefore, our proposed knowledge conversion mechanism will be used in the designing of Semantic Web-based knowledge representation and inference systems.

조직 구성원 신뢰의 지식공유에 대한 영향 분석 (Analysis of the Influence of Organizational Members' Trust on Knowledge Sharing)

  • 조진현;김정군;최병구;이희석
    • 지식경영연구
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    • 제3권1호
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    • pp.19-39
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    • 2002
  • Many companies have tried, with mixed success, to leverage knowledge resources by knowledge sharing functions. Trust is one of the integral factors for fostering knowledge sharing. This paper categorizes trust on the basis of its multi-dimension and multi-level. In view of this category, it investigates the relationship between trust and knowledge sharing. A sample of 191 employees from 24 companies is used for an empirical exploration. Our analysis results imply that both organizational trust and trust among peers are crucial for effective knowledge sharing.

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과학기술 지식흐름과 기술혁신 추세분석: 지식흐름 분석모델의 탐색적 연구 (A Trend Analysis of Technology Innovation based on the Knowledge Flow of Science and Technology)

  • 박현우
    • 지식경영연구
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    • 제7권2호
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    • pp.13-34
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    • 2006
  • This paper is an exploratory study to analyze the flow of knowledge in science and technology in order to predict technology innovation. Here, we need to look into the characteristics of how knowledge is created in science, technology and industry to start with. Based on the characteristics we find, we have to understand the relationships between science, technology and industry, and construct a model to link them to each other for future empirical studies. In this study, we take a general view of the existing study results and theoretical models on the characteristics and linkage of scientific and technological knowledge. Moreover, we examine the preliminary framework to link science to technology to industry for further study on the knowledge flow of science and technology. Finally, we present the direction for future study by using the examined models and framework.

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The Impacts of Institutional Environment, Social Capital and Strategic Importance on Knowledge Sharing and Performance

  • Kwon, Soo-Ra
    • Journal of Information Technology Applications and Management
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    • 제15권3호
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    • pp.275-286
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    • 2008
  • Employing a sample of 126 suppliers in Korean electronic industry, this research examined the effects of institutional environment, social capital and strategic importance in manufacturer-supplier relationships on knowledge sharing. Building on the relational view and knowledge-based theories, this study proposed that these factors facilitate knowledge sharing in manufacturer-supplier relationships and that knowledge mediates satisfaction between manufacturer-supplier relationships for competitive advantage. Results indicate that institutional environment, social capital and strategic importance in manufacturer-supplier relationships are indeed associated with greater knowledge sharing. Inter-firm satisfaction is, in turn, positively associated with knowledge sharing for competitive advantage through technical support, financial support, competence increasing. Further, results provide evidence that knowledge sharing plays a mediating role between institutional environment, social capital, strategic importance and inter-firm satisfaction.

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