• 제목/요약/키워드: Knowledge creation

검색결과 668건 처리시간 0.023초

Intelligent Anti-Money Laundering Systems Development for the Korea Financial Intelligence Unit

  • Shin Kyung-Shik;Kim Hyun-Jung;Lee In-Ho;Kim Hyo-Sin;Kim Jae-Sik
    • 한국지능정보시스템학회:학술대회논문집
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    • 한국지능정보시스템학회 2006년도 춘계학술대회
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    • pp.294-300
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    • 2006
  • This case study shows constructing the knowledge-based system using a rule-based approach for detecting transactions regarding money laundering in the Korea Financial Intelligence Unit (KoFIU). To better manage the explosive increment of low risk suspicious transactions reporting from financial institutions and to conjugate data converged into the KoFIU from various organizations, the adoption of a knowledge-based system is definitely required. We designed and constructed the knowledge-based system for anti-money laundering by committing experts of each specific financial industry co-worked with a knowledge engineer. The outcome of the knowledge base implementation shows that the knowledge-based system is filtering STRs in the primary analysis step efficiently and so has made great contribution to improve efficiency and effectiveness of the analysis process. It can be said that establishing the foundation of the knowledge base under the entire framework of the knowledge-based system for consideration of knowledge creation and management is indeed valuable.

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Direction for Designing a 3D Animation Curriculum Utilizing AI Technology

  • Jibong Jeon
    • Journal of Information Technology Applications and Management
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    • 제30권5호
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    • pp.141-158
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    • 2023
  • In the field of animation, as technology advances, production technology, production methods, and production culture are also steadily developing. The demand for content is increasing rapidly around the OTT platform, and the demand for animation content and diversity is increasing. With these market changes, animation creation ability is becoming a more important animation education goal. There is also a need to innovate educational methods to provide students with the skills and knowledge required in the modern animation business. This paper investigated the composition of the educational curriculum of domestic and foreign animation universities education. It examines artificial intelligence (AI) technology that can be used in animation creation and explores the design and direction of the university animation curriculum using it. AI technology has already proven its potential in various areas, and it is integrated into the animation curriculum to present various development potentials. Using AI technology, students can focus on practical and essential animation education by preventing technical difficulties in animation creation, increase their experience in animation production, and experiment with planning and producing various contents. It is proposed to design an educational curriculum that further strengthens animation creation and production capabilities by forming smart animation classes to foster talents who can lead the future animation industry in a new direction.

지식경영의 효율적인 운영방안에 관한 연구 (A Study on the efficient Operation Policy of Knowledge Management)

  • 문창수
    • 경영과정보연구
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    • 제14권
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    • pp.181-193
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    • 2004
  • This paper is concerned with the study of 'Knowledge Management', a paradigm of thought based on the idea that the future will be a knowledge-centered society. This paper also provides an overview of both 'what to manage' and 'how to manage' if an organization wants to develop in this environment. The process of 'Knowledge Management' begins with a decision. Presented with a myriad of information, of which we can't afford to obtain it all, what information is of value to the organization? Further, by systematically organizing not only the primary information but also that which was accumulated in the process, Knowledge Management is capable of suggesting a value-added plan of action. This research presents the necessary principles needed in order to successfully use Knowledge Management, specifically a harmony between the human and technological aspects. There cannot be a static solution to the problem, as the environment of the enterprise's problem is dynamic in nature. Throughout the process, the enterprise will constantly change its strategy and structure in order to adapt to variable knowledge, technology, strategy, regulations, consumer interest, etc... The essential constant of these problems is the importance of spending on education. Investments in educations help develope a infrastructure for Information Technology, the development of knowledge distribution strategies, and the creation of efficient Knowledge Management policy.

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원가기획, 지식경영 활동들과 기업 혁신 (Target Costing, Knowledge Management Activities, and Corporate Innovation)

  • 최종민;최철환
    • 한국정보시스템학회지:정보시스템연구
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    • 제24권1호
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    • pp.45-66
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    • 2015
  • This study empirically investigated the relationships among organizational culture, target costing, knowledge management activities, and corporate innovations. The results of this study showed that innovative and supportive culture positively affects the adoption degrees of target costing. According to the results, it was observed that target costing as well as innovative and supportive culture have a positive impact on levels of knowledge management activities(i.e., knowledge creation, sharing, storage, and application). It was also demonstrated that organizational culture has an indirect effect on activation of knowledge management activities through target costing. Thus, to enhance knowledge management activities, target costing must be aligned with appropriate types of organizational culture. In examining the impact of knowledge management activities on the frequencies of product and process innovations, no significant effect was found. Additional analyses that compare across three groups(i.e., low level group, middle level group and high level group in knowledge management activities) and between two groups(i.e., between high level group and middle level group or between high level group and low level group) were performed. The results of comparison showed that the degrees of product and process innovations are highest in high level group, but no significant differences are found in the degrees of innovations between middle level group and low level group.

Modelling Civic Problem-Solving in Smart City Using Knowledge-Based Crowdsourcing

  • Syed M. Ali Kamal;Nadeem Kafi;Fahad Samad;Hassan Jamil Syed;Muhammad Nauman Durrani
    • International Journal of Computer Science & Network Security
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    • 제23권8호
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    • pp.146-158
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    • 2023
  • Smart City is gaining attention with the advancement of Information and Communication Technology (ICT). ICT provides the basis for smart city foundation; enables us to interconnect all the actors of a smart city by supporting the provision of seamless ubiquitous services and Internet of Things. On the other hand, Crowdsourcing has the ability to enable citizens to participate in social and economic development of the city and share their contribution and knowledge while increasing their socio-economic welfare. This paper proposed a hybrid model which is a compound of human computation, machine computation and citizen crowds. This proposed hybrid model uses knowledge-based crowdsourcing that captures collaborative and collective intelligence from the citizen crowds to form democratic knowledge space, which provision solutions in areas of civic innovations. This paper also proposed knowledge-based crowdsourcing framework which manages knowledge activities in the form of human computation tasks and eliminates the complexity of human computation task creation, execution, refinement, quality control and manage knowledge space. The knowledge activities in the form of human computation tasks provide support to existing crowdsourcing system to align their task execution order optimally.

과학자의 '손탄다' 현상이 과학교육에 주는 함의 -이언 해킹의 현상의 창조를 중심으로- (Implications of the 'Sontanda' Phenomenon of Scientists for Science Education: Focusing on Ian Hacking's Creation of Phenomena)

  • 최진현;전상학
    • 한국과학교육학회지
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    • 제42권2호
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    • pp.253-264
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    • 2022
  • 본 연구에서는 이언 해킹(Ian Hacking)의 '현상의 창조'의 관점으로 과학자의 실행을 살펴보았다. 해킹의 관점에 따르면 과학적 현상은 규칙적인 것으로 과학자의 개입이나 실험 도구 없이는 자연 상태에 존재할 수 없다. 본 연구는 네 명의 생명과학자가 직접 경험한 '손탄다' 현상에 대한 생각과 에피소드를 분석함으로써 과학 교육적 의미를 도출하였다. 손탄다 현상은 과학자들 사이에서 통용되는 은어로써 동일한 실험 방법과 재료를 가지고 실험을 수행함에도 결과가 일정하게 나타나지 않는 현상을 일컫는다. 연구 결과 다음과 같은 네 가지 교육적 시사점을 도출하였다. 첫째, 실험에서 단순히 실험과정에 익숙해지는 것을 넘어 매순간 적절한 판단과 반응을 통해 당면한 문제를 해결하는 체화된 지식, 즉 비언어적인 지식의 중요성을 확인하였다. 이는 학생들에게 실제적인 탐구 경험을 제공하기 위해서 명제적 지식과 더불어 비언어적인 지식을 균형 있게 다루어야함을 시사한다. 둘째, 실험의 이미지를 재고하고자 하였다. 과학자의 인터뷰에 의하면 현상은 드물게 나타나며 현상을 안정화하기까지는 오랜시간이 소요된다. 반면 학교 실험의 이미지는 늘 성공적이고 안정적이므로 이에 대한 관점의 변화가 요구된다. 셋째, 과학적 실천의 구체적인 의미를 확인할 수 있었다. 본 연구는 과학자가 상황적 맥락에 맞게 지식을 적절하게 활용하는 것을 확인하였으며 이를 바탕으로 과학적 실천을 학교 교육에 적용시킬 방안에 대해 논의하였다. 마지막으로 손탄다 현상은 불확실성을 촉발함으로써 학생들을 과학적 참여로 이끄는 기회를 제공할 것으로 예상한다. 본 연구를 통해 학교실험 교육이 요리책식 실험을 탈피하여 학생들에게 과학적 실천을 경험시키려는 노력에 기여할 것으로 기대한다.

집단간 지식공유의 영향요인에 관한 연구 (An Empirical Study on Factors Influencing Knowledge Sharing among Groups)

  • 박문수;문형구
    • 지식경영연구
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    • 제5권2호
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    • pp.1-23
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    • 2004
  • Knowledge sharing, as well as knowledge creation, is the basis for an organization to maintain its competitive advantage. Organizations trying to use knowledge resources for strategic purposes or pursuing knowledge management are now paying more attention to methods to facilitate knowledge sharing. This study aims to find out the answers to the questions below. (1) Which relational or structural factors influence the intentions to share knowledge among groups? (2) Does the intension to share knowledge among groups really influence the knowledge sharing behavior? (3) What are the roles of accessibility on the relationship between intention to share knowledge and behavior of knowledge sharing? (4) Does the behavior of knowledge sharing really improve the effectiveness of knowledge sharing among groups? Findings of this study are summarized as follows. First, the positive relations of the relational and structural factors with the intention to share knowledge among groups are found. However, crisis intensity was found to have no meaningful influence on the intention to share knowledge among groups. After all we could see through additional analysis that it is in curvilinear relation, not linear relation. Second, we examined relation of the intention to share knowledge with the behavior of knowledge sharing among groups. Multiple regression analysis showed that intention to share knowledge among groups had a statistically significant influence on the behavior of knowledge sharing among groups. Third, the moderating effect of accessibility on the relation between the intention to share knowledge and the behavior of knowledge sharing was found to be statistically significant. Fourth, the relation between behavior of knowledge sharing and the effectiveness among groups was found to be statistically significant, but in a negative direction. The findings imply that the quantity of knowledge sharing does not always lead to the effectiveness of knowledge sharing.

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품질기능전개(Quality Function Deployment)를 활용한 외래 간호지식경영 시스템의 개발과 평가 (A Development and Evaluation of Nursing KMS using QFD in Outpatient Departments)

  • 이한나;윤은경
    • 대한간호학회지
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    • 제44권1호
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    • pp.64-74
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    • 2014
  • Purpose: This study was done to develop and implement the Nursing KMS (knowledge management system) in order to improve knowledge sharing and creation among clinical nurses in outpatient departments. Methods: This study was a methodological research using the 'System Development Life Cycle': consisting of planning, analyzing, design, implementation, and evaluation. Quality Function Deployment (QFD) was applied to establish nurse requirements and to identify important design requirements. Participants were 32 nurses and for evaluation data were collected pre and post intervention at K Hospital in Seoul, a tertiary hospital with over 1,000 beds. Results: The Nursing KMS was built using a Linux-based operating system, Oracle DBMS, and Java 1.6 web programming tools. The system was implemented as a sub-system of the hospital information system. There was statistically significant differences in the sharing of knowledge but creating of knowledge was no statistically meaningful difference observed. In terms of satisfaction with the system, system efficiency ranked first followed by system convenience, information suitability and information usefulness. Conclusion: The results indicate that the use of Nursing KMS increases nurses' knowledge sharing and can contribute to increased quality of nursing knowledge and provide more opportunities for nurses to gain expertise from knowledge shared among nurses.

효과적인 지식창출을 위한 인터넷 상의 지식채굴과정: 주식시장에의 응용 (Knowledge Discovery Process In Internet For Effective Knowledge Creation: Application To Stock Market)

  • 김경재;홍태호;한인구
    • 한국데이타베이스학회:학술대회논문집
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    • 한국데이타베이스학회 1999년도 춘계공동학술대회: 지식경영과 지식공학
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    • pp.105-113
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    • 1999
  • 최근 데이터와 데이터베이스의 폭발적 증가에 따라 무한한 데이터 속에서 정보나 지식을 찾고자하는 지식채굴과정 (knowledge discovery process)에 대한 관심이 높아지고 있다. 특히 기업 내외부 데이터베이스 뿐만 아니라 데이터웨어하우스 (data warehouse)를 기반으로 하는 OLAP환경에서의 데이터와 인터넷을 통한 웹 (web)에서의 정보 등 정보원의 다양화와 첨단화에 따라 다양한 환경 하에서의 지식채굴과정이 요구되고 있다. 본 연구에서는 인터넷 상의 지식을 효과적으로 채굴하기 위한 지식채굴과정을 제안한다. 제안된 지식채굴과정은 명시지 (explicit knowledge)외에 암묵지 (tacit knowledge)를 지식채굴과정에 반영하기 위해 선행지식베이스 (prior knowledge base)와 선행지식관리시스템 (prior knowledge management system)을 이용한다. 선행지식관리시스템은 퍼지인식도(fuzzy cognitive map)를 이용하여 선행지식베이스를 구축하여 이를 통해 웹에서 찾고자 하는 유용한 정보를 정의하고 추출된 정보를 지식변환시스템 (knowledge transformation system)을 통해 통합적인 추론과정에 사용할 수 있는 형태로 변환한다. 제안된 연구모형의 유용성을 검증하기 위하여 재무자료에 선행지식을 제외한 자료와 선행지식을 포함한 자료를 사례기반추론 (case-based reasoning)을 이용하여 실험한 결과, 제안된 지식채굴과정이 유용한 것으로 나타났다.

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조직 문화적 특성의 정보기술 하부구조와 지식경영 활동들에 대한 영향 (The Effects of Cultural Characteristics on IT Infrastructure and Knowledge Management Activities)

  • 최종민
    • 한국정보시스템학회지:정보시스템연구
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    • 제19권3호
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    • pp.149-179
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    • 2010
  • This study empirically investigated the effects of both organizational culture(i.e., innovative, supportive and bureaucratic) and information technology(IT) infrastructure(i.e., knowledge storage, transfer and search IT) on the knowledge management(KM) activities(i.e., knowledge creation, sharing and application) in Korean manufacturing firms. We also partially demonstrated the impact of KM activities on the KM performance(i.e., KM satisfaction) of a firm. Through multiple regression analyses, it was found that innovative and supportive culture, and IT infrastructure have a positive impact on the activation of KM activities. The results of this study also showed that the innovative and supportive culture positively influence the adoption of IT infrastructure, and through the construction of IT, they have an indirect effect on KM activities. With a structural equation modeling technique, the causal relationships among organizational culture, IT infrastructure, knowledge management activities, and KM performance were confirmed. Hence, it is concluded that culture and IT infrastructure have direct effects on KM activities, and culture also indirectly influences KM activities through the adoption of IT infrastructure.