• International Journal of Fuzzy Logic and Intelligent Systems
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• 제3권1호
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• pp.44-51
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• 2003

Knowledge acquisition is a bottleneck in knowledge-based system implementation. Decision tree induction is a useful machine learning approach for extracting classification knowledge from a set of training examples. Many real-world data contain fuzziness due to observation error, uncertainty, subjective judgement, and so on. To cope with this problem of real-world data, there have been some works on fuzzy classification rule learning. This paper makes a survey for the kinds of fuzzy classification rules. In addition, it presents a fuzzy classification rule learning method based on decision tree induction, and shows some experiment results for the method.

• 한국지능시스템학회:학술대회논문집
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• 한국퍼지및지능시스템학회 1996년도 추계학술대회 학술발표 논문집
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• pp.129-132
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• 1996

In this paper, we suggest a framework to represent the fuzziness in knowledge base as a perspective of the object-oriented paradigm. We divide the knowledge base in two parts. One is the object-base that stores the fuzzy propositions and the explanatory databases. The other is the rule-base that manages the rules between the fuzzy propositions. As the first step, we have to develop a new fuzzy object model that gives an easy way to represent the fuzzy propositions, that is, the fuzzy knowledge in the real world.

• World Technopolis Review
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• 제4권2호
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• pp.79-86
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• 2015

Over the last two decades, interest increased with regard to how some research universities made direct impacts on surrounding regional economic activities and growth. Although the role of basic research for most research universities has remained strong, pressure has intensified to broaden its missions to include helping local and regional economic development efforts. Consequently, many research universities have evolved their basic scientific research mission from the production of scientific knowledge to the sharing and exchange of knowledge with local industries by actively engaging in local economic development (Uyarra 2010). Previous examination has shown that most research universities contribute to local and regional economic development by various functions they provide. They are as follows: Creation of Knowledge, Human-capital creation, Transfer of existing know-how, Technological innovation, Capital investment, Regional leadership, Knowledge infrastructure production and Influence in regional milieu (Drucker and Goldstein 2007). This paper will review the existing literature on the role of universities and its impacts on local regional economic growth and development. In addition, this paper will show how two major research universities (The University of Arizona and Arizona State University) have contributed to the growth of Arizona during last two decades. It is believed that the existence of these two research universities have been instrumental in making industries more diverse and highly attractive, particularly in the Phoenix Metropolitan Area.

• Journal of Information Processing Systems
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• 제2권2호
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• pp.124-129
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• 2006

With the explosive increase in the generation and utilization of spatiotemporal data sets, many research efforts have been focused on the efficient handling of the large volume of spatiotemporal sets. With the remarkable growth of ubiquitous computing technology, mining from the huge volume of spatiotemporal data sets is regarded as a core technology which can provide real world applications with intelligence. In this paper, we propose a 3-tier knowledge discovery framework for spatiotemporal data mining. This framework provides a foundation model not only to define the problem of spatiotemporal knowledge discovery but also to represent new knowledge and its relationships. Using the proposed knowledge discovery framework, we can easily formalize spatiotemporal data mining problems. The representation model is very useful in modeling the basic elements and the relationships between the objects in spatiotemporal data sets, information and knowledge.

• 지식경영연구
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• 제18권3호
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• pp.231-246
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• 2017

As an interest in the efficiency of public sector expenditures has spread across the world, Korea has operated a self-evaluation system for government projects as a part of the performance-based budget system. However, an evaluation system for public information technology project has been criticized for its lack of validity, which stems from the uniformity of performance management. This study draws insight from knowledge management literature in an attempt to address the problems with the extant performance evaluation system in public agencies. To realize benefits from IT investment, an agency needs to develop its own performance management model for information systems projects, with a focus on the interaction of IT and organizational system. The knowledge management-based framework for IT projects was verified through a case study, with which we discussed the applicability of knowledge management to the evaluation of public information systems projects.

• World Technopolis Review
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• 제4권2호
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• pp.104-116
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• 2015

Using the case of the Ghent University and its Technology Park, we will illustrate how changing policies and practices at the level of the university concerning research valorization have an impact on our science park. We will also demonstrate how the evolving nature of our science park has a clear impact on the university, as the science park becomes more and more an integral part of the university knowledge eco-system. We will also highlight the involvement of Ghent University in the Korea Songdo Global University Campus Project.

• Journal of Contemporary Eastern Asia
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• 제12권1호
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• pp.49-63
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• 2013

This work identifies the key factors influencing the success of multidisciplinary, interdisciplinary, and trans-disciplinary R&D projects in transition economies by integrating knowledge management, organizational, inter/intra-collaboration (open-innovation), and leadership perspectives, while also addressing the perspective of the science of team science, which is an integrative approach to R&D. This is followed by providing the major sub-constructs of team science and policy implications to better facilitate multidisciplinary, interdisciplinary, and transdisciplinary R&D projects in knowledge-based transition economies.

• 대한수학교육학회지:학교수학
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• 제2권2호
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• pp.389-401
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• 2000

The purpose of the study is to introduce how elementary mathematics pre-sevice teachers in pre-service teacher program could use and integrate poster, a kind of instructional media, to connect mathematics knowledge to real worlds. Poster examples include such as connection to mathematicians and mathematical connections to real world as well as nature. Further, future study will continue to foster students and teachers to try to construct their alive mathematics knowledge.

• 트랜스-
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• 제5권
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• pp.49-64
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• 2018

미디어 학자 마샬 맥루언은 구텐베르크 은하계라는 단어를 통하여 인쇄술이 인간에게 부여한 새로운 환경을 논하였다. 구술, 필사, 인쇄로 이어진 미디어의 진화는 인간의 삶에 있어 부수적인 존재였던 미디어를 하나의 환경으로 확장시켰고, 구텐베르크 은하계 속에서 인간의 삶은 매우 다르게 변화하였다. 본 연구는 구텐베르크 인쇄술의 개발이 인간의 삶을 넘어 음악, 특히 낭만주의 음악에 어떠한 영향을 끼쳤는지에 관하여 집중해보고자 한다. 인쇄술이 낳은 가장 대표적인 미디어는 책이라 할 수 있다. 같은 공간 아래 있을 때 정보 전달이 수월했던 구술, 필사와 달리 상대적으로 공간적 제약으로부터 자유로운 인쇄술의 개발은 지식과 정보를 그 질과 양에 있어 획기적으로 변화시킨다. 이전의 정보가 인간의 생활과 밀접한 형태를 띠고 있었다면, 책 속의 지식과 정보들은 신화의 세계와 같이 실생활을 넘어선 다른 세상으로 지식의 영역을 확장시킨다. 즉, 눈에 보이지 않는 세계로 지식의 영역을 확장시킨 것이다. 이와 같은 지식의 변화는 자연스레 인간의 사고를 확장시켰고, 사고의 확장은 곧 근대 서양 사회의 모든 분야에 영향을 끼친다. 인쇄 악보를 매개로하여 점진적으로 대중화되던 음악계 또한 예외가 아니었다. 인쇄술이 형성시킨 구텐베르크 은하계는 실용 음악에 가까웠던 이전의 음악 형태와 달리 음악 안에 신비와 환상의 세계를 심어놓았다. 그리고 이러한 현상은 낭만주의라는 하나의 흐름을 형성시킨다. 본 연구는 구텐베르크 은하계가 변화시킨 음악, 특히 낭만주의 음악에 집중하여, 미디어와 음악의 상관성을 증명해보고자 한다.

• 한국정보처리학회논문지
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• 제5권4호
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• pp.942-950
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• 1998

가공되지 않은 데이터에서 직접 규칙 형태의 지식을 추출하는 문제는 자료의 홍수 속에서 정보의 부족을 느끼는 모순을 해결하기 위한 데이터 마이닝 분야에서 매우 중요하다. 논리 최적화 도구는 주어진 ON 집합과 DC 집합을 이용하여 최적화된 형태의 지식을 추출하는 도구인데, 본 논문에서는 논리 최적화 기법 중 병렬 확장 기법을 이용하여 초기 지식을 생성한 후 정렬, 축소, 규칙 확장 등의 방법을 이용하여 실 세계 데이터에 적용할 수 있는 규칙이 생성될 수 있음을 보였다. 이와 같은 새로운 접근 방법이 종래의 C4.5 등의 결정 트리 기법에 손색없는 규칙을 생성할 수 있음을 실험을 통해 입증하였다.