• 제목/요약/키워드: knowledge management efficiency

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설비 관리를 위한 지식기반 정보관리 시스템의 개발 (Development of a Knowledge-based Information Management System for Plant Maintenance)

  • 임형상;박영재;이상민;최재붕;김영진;노은철;이병인
    • 대한기계학회:학술대회논문집
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    • 대한기계학회 2003년도 춘계학술대회
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    • pp.149-156
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    • 2003
  • Recently, the importance of plant maintenance(PM) was highly raised to provide efficient plant operation which highly affects the productivity. For this reason, a number of engineering methodologies, such as riskbased inspection(RBI), fitness for service guidelines(FFS), plant lifecycle management(PLM), have been applied to improve the plant operation efficiency. Also, a network-based business operation system, which is called ERP(Enterprise Resource Planning), has been introduced in the field of plant maintenance. However, there was no attempt to connect engineering methodologies to the ERP PM system. In this paper, a knowledge-based information system for the plant operation of steel making company has been proposed. This system, which is named as K-VRS(Knowledge-based Virtual Reality System), provides a connection between ERP plant maintenance module and knowledge-based engineering methodologies, and thus, enables network-based highly effective plant maintenance process. The developed system is expected to play a great role for more efficient and safer plant maintenance.

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설비 관리를 위한 지식기반 정보관리 시스템의 개발 (Development of a Knowledge-Based Information Management System for Plant Maintenance)

  • 박영재;이상민;임형상;최재붕;김영진;노은철;이병인
    • 대한기계학회논문집A
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    • 제27권11호
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    • pp.1933-1940
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    • 2003
  • Recently, the importance of plant maintenance(PM) was highly raised to provide efficient plant operation which highly affects the productivity. For this reason, a number of engineering methodologies, such as risk-based inspection(RBI), fitness for service guidelines(FFS), plant lifecycle management(PLM), have been applied to improve the plant operation efficiency. Also, a network-based business operation system, which is called ERP(Enterprise Resource Planning), has been introduced in the field of plant maintenance. However, there was no attempt to connect engineering methodologies to the ERP PM system. In this paper, a knowledge-based information system for the plant operation of steel making company has been proposed. This system which is named as K-VRS(Knowledge-based Virtual Reality System), provides a connection between ERP plant maintenance module and knowledge-based engineering methodologies, and thus, enables network-based highly effective plant maintenance process. The developed system is expected to play a great role for more efficient and safer plant maintenance.

The Determinants of Bank Regulations and Supervision on the Efficiency of Islamic Banks in MENA Regions

  • MOHD NOOR, Nor Halida Haziaton;BAKRI, Mohammed Hariri;WAN YUSOF, Wan Yusrol Rizal;MOHD NOOR, Nor Raihana Asmar;ABDULLAH, Hasni
    • The Journal of Asian Finance, Economics and Business
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    • 제7권12호
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    • pp.245-254
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    • 2020
  • This study investigates the impact of the country's governance on the revenue efficiency in the banking sectors of 42 Islamic banks in 15 countries offering Islamic banking and financial services. Technical efficiencies of individual Islamic banks were analyzed using the Data Envelopment Analysis method. The Ordinary Least Square estimation method is employed to examine the impact of country supervision and regulation on the technical efficiency of Islamic banks. With robustness check, the study assesses the impact of bank regulations and supervision on the efficiency of Islamic banks operating in different regions. The empirical findings suggest that supervisory power, activity restrictions, and private monitoring positively influence the efficiency of Islamic banks. On the other hand, we observe a negative impact of capital requirement on Middle East and North Africa (MENA) countries. The findings indicate that supervisory power, activity restrictions, and private monitoring positively influence the efficiency of Islamic banks in Asia, but vice versa on capital requirement in MENA countries. This study will contribute to the body of knowledge by assessing the types of reforms in bank regulations and supervision that work best for Islamic banks in order to increase the level of efficiency and the level of regulations and supervision of Islamic banks.

해외 LNG Plant 프로젝트 초기 프로세스 분석 및 지식관리시스템 프로토타입 구축 (Analysis of Pre-construction Processes and Development of KMS Prototype of LNG Plant Projects)

  • 원서경;이준복;한충희
    • 한국건축시공학회지
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    • 제9권6호
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    • pp.151-159
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    • 2009
  • 최근 LNG 수요 증가로 인한 해외 LNG 플랜트 프로젝트의 지속적인 발주 증가로 국내 건설업체의 해외 진출이 크게 증가하고 있다. 또한 시공 및 사업관리 기술의 발전으로 예전에 비해 고부가가치를 창출할 수 있는 기회가 많아지고 있다. 그러나 일부 선도기업을 제외한 대부분의 중견 건설업체는 고급 인력과 실무 경험의 부족으로 인한 어려움을 겪고 있는 실정이다. 선진기업의 경우 체계화된 업무 프로세스 구축을 통해 이러한 어려움을 해결하였다. 이에 본 연구에서는 플랜트 사업의 생애주기 업무 프로세스 중 시공 전 단계를 대상으로 업무를 규명하고 지식관리 항목을 포함한 상세 프로세스를 분석하였다. 이는 전체 생애주기 업무 프로세스를 분석하고 표준화하는 연구의 사전 단계로 향후 지식관리 시스템을 개발하여 통합관리를 하는데 활용 할 수 있을 것으로 기대한다.

4차 산업혁명에 관한 전문가그룹 분석: 제품수명주기관리의 관점에서 (Analyses of Expert Group on the 4th Industrial Revolution: The Perspective of Product Lifecycle Management)

  • 오원근;김인재
    • 서비스연구
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    • 제10권4호
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    • pp.89-100
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    • 2020
  • 4차 산업혁명의 중요한 축이 되는 것이 스마트 팩토리이다. 스마트 팩토리는 사물인터넷과 지능형 감지시스템을 사용하여 생산의 효율성과 효과성을 최대한 유도하는 체제이다. 스마트 팩토리에서 소비자의 요구사항을 적극적으로 반영하고 소비자의 사후 관리까지의 전 과정을 관리할 수 있는 방법이 제품수명주기관리 기법이다. 제품수명주기 관리에 대한 연구는 많았으나, 4차 산업혁명 시대를 대비하여 제품수명주기관리 지식영역을 어떻게 구성해야 하는 지에 대한 연구는 부족했다. 본 연구는 제품수명주기관리의 측면에서 4차 산업혁명을 대비하는 전문가 그룹의 의견을 분석했다. 제품수명주기관리의 세부 지식영역에 대해서 향후 4차 산업혁명의 영향을 조사하였다. 제품수명주기관리의 변화되는 내용을 전문가 그룹을 대상으로 정성적 자료 분석(Qualitative Data Analysis) 기법을 이용하였다. 전문가의 의견을 기반으로 총 30개의 세부 지식영역으로 구성된 제품수명주기관리에 대해서 4차 산업혁명에 대비해 보완하거나 대비해야 하는 내용을 정리하였다. 본 연구의 시사점은 제품수명주기관리의 지식영역을 재정립하고 4차 산업혁명을 대비한 제품수명주기 관리 지식영역의 변화를 살펴보았다. 본 연구는 기존의 정의된 제품수명주기관리의 지식영역에 대하여 4차 산업혁명을 대비한 제품수명주기관리의 변화를 조사한 것이다. 향후 연구에서는 4차 산업혁명 시대에 맞는 제품수명주기관리의 지식영역을 다시 정의하고 전문가의 인식을 조사할 필요가 있다. 4차 산업혁명의 사회문화, 기술적인 변화 요인을 고려하여 제품수명주기관리의 영역, 범위를 새롭게 정의할 수 있을 것이다.

핀테크 수용에 영향을 미치는 요인에 관한 연구: 모바일 결제 서비스를 중심으로 (A Study on Factors Influencing Acceptance Intention of Fintech -Focusing on Mobile Payment Service-)

  • 이재광;김종무;이강은;윤소라;조현
    • 지식경영연구
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    • 제18권3호
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    • pp.181-199
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    • 2017
  • Recently, the Fintech industry is growing rapidly, and mobile payment service plays a key role in this growth. The purpose of this study is to investigate factors affecting initial acceptance of mobile payment service using Technology Acceptance Model. In the research model, service-related factors such as economic efficiency and security, user-related factors such as user innovativeness and social factors such as social influence were adopted as external variables, and acceptance intention was introduced as dependent variable. Perceived usefulness and perceived ease of use were selected as mediating variables. The collected data were analyzed using SPSS Statistics v22 and Smart PLS 2.0. The results of the study are as follows. First, service-related factors such as economic efficiency and security did not affect the user acceptance intention. Second, individual innovativeness and social influence have significant effects on perceived usefulness and perceived ease of use respectively. And the perceived usefulness and perceived ease of use, which are mediators, have a significant influence on the acceptance intention of mobile payment service. The results of this study will serve as a useful guide for Fintech industries.

Analysis of the Efficiency Technology Transfer Offices in Management: The Case of Spain and Kazakhstan

  • KIREYEVA, Anel A.;TURDALINA, Sharbanu;MUSSABALINA, Dinara;TURLYBEKOVA, Nadira M.;AKHMETOVA, Zauresh B.
    • The Journal of Asian Finance, Economics and Business
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    • 제7권8호
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    • pp.735-746
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    • 2020
  • This research is defined as a study regarding on structured and systematized of existing literature review of the intersection between intellectual property management, management and technology transfer offices (TTOs). It takes a deeper look at requirements within universities, scientific institutions and the business environment should be interconnected with each other. The literature review shows that TTOs have control over the process of knowledge transfer and they have contributed to improving the efficiency of the use of production and human resources. In this paper, authors proposed the methodological tools based on methodology model, which identified success factors for using project management in TTO between two countries - Kazakhstan and Spain. Further, we used methodology is focused on solving the problems of quantitative analysis based on the use of primary data, which allowed us to reach a huge number of respondents without any restrictions, and secondary data from statistical database. Findings and results are summarized at the end of article show that Kazakhstan is following the path of the Spanish experience. However, Kazakhstan can become more successful in commercializing scientific technologies and transferring knowledge and technologies. In turn, Spain can use the data from our analysis to work on barriers and improve the activities of TTOs.

A Study on Efficient Data De-Identification Method for Blockchain DID

  • Min, Youn-A
    • International Journal of Internet, Broadcasting and Communication
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    • 제13권2호
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    • pp.60-66
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    • 2021
  • Blockchain is a technology that enables trust-based consensus and verification based on a decentralized network. Distributed ID (DID) is based on a decentralized structure, and users have the right to manage their own ID. Recently, interest in self-sovereign identity authentication is increasing. In this paper, as a method for transparent and safe sovereignty management of data, among data pseudonymization techniques for blockchain use, various methods for data encryption processing are examined. The public key technique (homomorphic encryption) has high flexibility and security because different algorithms are applied to the entire sentence for encryption and decryption. As a result, the computational efficiency decreases. The hash function method (MD5) can maintain flexibility and is higher than the security-related two-way encryption method, but there is a threat of collision. Zero-knowledge proof is based on public key encryption based on a mutual proof method, and complex formulas are applied to processes such as personal identification, key distribution, and digital signature. It requires consensus and verification process, so the operation efficiency is lowered to the level of O (logeN) ~ O(N2). In this paper, data encryption processing for blockchain DID, based on zero-knowledge proof, was proposed and a one-way encryption method considering data use range and frequency of use was proposed. Based on the content presented in the thesis, it is possible to process corrected zero-knowledge proof and to process data efficiently.

핀테크 기반 주식투자 최적화 모델 구축 사례 연구 : 기관투자자 대상 (A Case Study on the Establishment of an Equity Investment Optimization Model based on FinTech: For Institutional Investors)

  • 김홍곤;김소담;김희웅
    • 지식경영연구
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    • 제19권1호
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    • pp.97-118
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    • 2018
  • The finance-investment industry is currently focusing on research related to artificial intelligence and big data, moving beyond conventional theories of financial engineering. However, the case of equity optimization portfolio by using an artificial intelligence, big data, and its performance is rarely realized in practice. Thus, the purpose of this study is to propose process improvements in equity selection, information analysis, and portfolio composition, and lastly an improvement in portfolio returns, with the case of an equity optimization model based on quantitative research by an artificial intelligence. This paper is an empirical study of the portfolio based on an artificial intelligence technology of "D" asset management, which is the largest domestic active-quant-fiduciary management in accordance with the purpose of this paper. This study will apply artificial intelligence to finance, analyzing financial and demand-supply information and automating factor-selection and weight of equity through machine learning based on the artificial neural network. Also, the learning the process for the composition of portfolio optimization and its performance by applying genetic algorithms to models will be documented. This study posits a model that the asset management industry can achieve, with continuous and stable excess performance, low costs and high efficiency in the process of investment.

CMM 기반 정보기술 업체 수준평가에 관한 연구 (Study of CMM base Information Technology company level estimation)

  • 김태달
    • 인터넷정보학회논문지
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    • 제5권1호
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    • pp.33-39
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    • 2004
  • 정보시스템 개발 프로젝트의 효율적이고 효과적인 관리를 위한 국내 실정에 맞는 CMM 기준 프로젝트관리와 정보시스템 감리 항목등과 분석도구가 요구되고 있다. 이 논문에서는 CMM을 기준하여 각 프로세스별 수행결과를 정량적으로 측정하여 해당 수치의 목표범위 내 관리가 가능하게하기 위해 gap 분석 및 평가를 반복해서 수행하여 품질관리, 생산관리, 원가관리, 지식의 통합관리를 가능하게 하여 정보화 기반의 지식 경영을 강화하고, 정보의 고급화, 차별화를 통해 고객 서비스를 강화하고, 프로세스 최적화를 통해 업무효율을 향상시키고 조직의 자발적 노력을 통해 조직 성숙도를 지속적으로 향상시키기 위한 조직 내 정보능력 측정에 있어 4단계 수준에 도달하기 위한 관리 및 감리 항목을 설정하고, 국내 5전문 업체에 적용 분석, 평가하는 모델을 제안하였다.

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