• Journal of Intelligence and Information Systems
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• v.21 no.1
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• pp.15-28
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• 2015

As personal devices and pervasive technologies for interacting with networked objects continue to proliferate, there is an unprecedented world of scattered pieces of contextualized information available. However, the explosive growth and variety of information ironically lead users and service providers to make poor decision. In this situation, recommender systems may be a valuable alternative for dealing with these information overload. But they failed to utilize various types of contextual information. In this study, we suggest a methodology for context-aware recommender systems based on the concept of contextual boundary. First, as we suggest contextual boundary-based profiling which reflects contextual data with proper interpretation and structure, we attempt to solve complexity problem in context-aware recommender systems. Second, in neighbor formation with contextual information, our methodology can be expected to solve sparsity and cold-start problem in traditional recommender systems. Finally, we suggest a methodology about context support score-based recommendation generation. Consequently, our methodology can be first step for expanding application of researches on recommender systems. Moreover, as we suggest a flexible model with consideration of new technological development, it will show high performance regardless of their domains. Therefore, we expect that marketers or service providers can easily adopt according to their technical support.

• (The)Study of the Eastern Classic
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• no.36
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• pp.301-332
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• 2009

The 16 century Yulgok had lived have been evaluated as the golden age of Seonglihak(性理學) in Korea. However, on the contrary, excessively desperate was the real social and political situation which Yulgok had descirbed. Therefore, eventhhough the Seonglihak centered-reseach is meaningful, this research had the limitation in analyzing the politics in those times. In studying Yulgok's thought, the established researches had focused on philosophic theory centered-orientation. However escaping from that orientation, in this essay I try to restructure Yulgok's enlivened political experience that he had worldly seen, felt, heard and performed in 16th's real politics. While the established researches had absorbed in Kyeonghak(經學, the interpretaion of Confucian Cannon), I try to restore Kyeongse(經世, governing and managing the state) based on Yulgok's worldly political experience. The major concept on which I have focused is Pye(弊, the abnoxious custiom in political and official sphere). Yulgok's offical life had begun with the problematic of how to overcome Pye inherited by Kwongan(權奸, a politically villainous retainer). In the process, he had focused on the worldly performable issue, Minsaeng(民生, the livelihood of the people), not on the abstract and theoritical concept, Min(民, the people). He recognized the cause of desperate situation had resulted from Pyebeob(弊法, the obnoxious law, its system and its execution), and tried to reform Pyebeob in the various way. The next concern of Yulgok came to Pyejeong(弊政, the obnoxious politics, its system and its execution), which interrupted not to reform Pyebeob. According to Yulgok, Pyejeong resulted from the wrong fulfilment of official-scholar elite in government, and the distorted public opinion in governemt. This fact demonstrates two elements mentioned above had common root of the absence of communication of public opinion. Yulgok recognized the importance of Ui(議, the discussion) than of Ron(論, the dabate) and then reviving Ui, Yulgok had tried to arrange the foundation for the communication of public opinion in political sphere.

• Journal of The Korean Association For Science Education
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• v.23 no.1
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• pp.100-116
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• 2003

The purpose of this paper is to investigate the objectivity of scientific knowledge, focusing on Michael Polanyi's epistemology. The objectivity of scientific knowledge could be examined in epistemological and ontological view. The former relates to the rationality, but the latter to the reality. Since the middle of 20th century science philosophers have debated about the objectivity of scientific knowledge. Their opinions are divided three parts by the criteria of objectivity in relation to the rationality. Exactly Objectivism approves the rationality of scientific knowledge, and Falsificationism accepts the panial rationality, but Relativism denies any rationality. In this paper, we will study the objectivity of knowledge in relation to the subjectivity, especially throughout the theory of Kant, Kierkegaard and Wang Yang-ming. Experienced good scientist Polanyi(1946; 1958) have ever suggested the new epistemology as the name of 'personal knowledge'. He argues that scientific knowledge is personal by faith, trust, passions, tacit understanding, method rules embodied in practice. Some implications were discussed for science education from the view of Polanyi. The first holds that science class needs human voice throughout the personal commitment. The second holds that intellectual passions should he recovered. The third holds that the teacher should act like real scientist. Finally, the theory of science education should be established for ourselves.

• Proceedings of the SCSK Conference
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• 2004.09a
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• pp.1-8
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• 2004

고령화사회(aging society)에서 매우 빠른 속도로 고령사회(aged society)에 다가가고 있는 우리나라는 노인에 대한 개념을 새롭게 재정비하고 장수고령사회에 대비한 새로운 문화를 창출하여야 할 때이다. 노화란 개념에 대해서도 불가피하고 비가역적인 생체의 변화를 통한 죽음에 이르는 도정이라는 결정론적 시각을 불식하고, 노화현상은 생명체의 생존을 위한 적응적 반응성 변화라는 사실을 분명하게 하고, 그러한 변화의 요인이 제어가 가능한 생체의 변화임을 인식하여 노화 및 노인 문제에 대하여 새롭게 대처하여야 할 필요가 대두되고 있다. 아울러 노화현상에 대한 새로운 가설인 노화대문설(Gate theory of aging)의 기본을 설명하고 이를 바탕으로 한 기능적 장수(functional longevity)의 개념을 정리해본다.

• Annual Conference of KIPS
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• 2007.05a
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• pp.459-462
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• 2007

본 연구에서는 동적 수신호 인식문제를 위하여 CNN 모델을 사용한 특징추출 기법과, FMM 신경망을 사용한 특징 분석 기법을 상호 결합한 형태의 패턴 인식 모델을 제안한다. 수신호 인식을 위하여 영상패턴에서 대상물의 움직임 정보에 기초한 3 차원 형식의 데이터 표현 기법과, 이로부터 인식을 위한 특징추출 기법을 제시한다. 특징추출 모듈에서는 3 차원으로 확장된 구조의 수용영역을 고려한 CNN 모델을 제안하며, 이로부터 학습패턴에서 특징점의 공간적 변이에 대한 영향을 최소화할 수 있음을 고찰한다. 또한 인식효율의 개선을 위하여 방대한 양의 특징집합으로부터 효과적인 특징을 선별하기 위한 방법론으로서 WFMM 모델 기반의 특징분석 기법을 정의하고 이로부터 선별된 특징을 사용하는 인식 기법을 소개한다.

• The KIPS Transactions:PartD
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• v.15D no.2
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• pp.271-284
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• 2008

Self-healing is an approach to evaluating constraints defined in target system and to applying an appropriate strategy when violating he constrains. Today, the computing environment is very complex, so researches that endow a system with the self-healing's ability that recognizes problem arising in a target system are being an important issues. However, most of the existing researches are that self-healing developers need much effort and time to analyze and model constraints. Thus, this paper proposes an automated approach to determine problem arising in external and internal system environment. The approach proposes: 1) Specifying the target system through the models created in design phase of target system. 2) Automatically creating constraints for external and internal system environment, by using the specified contents. 3) Deriving a dependency model of a component based on the created internal state rule. 4) Translating the constraints and dependency model into code evaluating behaviors of the target system, and determinating problem level. 5) Monitoring an internal and external status of system based on the level of problem determination, and applying self-healing strategy when detecting abnormal state caused in the target system. Through these, we can reduce the efforts of self-healing developers to analyze target system, and heal rapidly not only abnormal behavior of target system regarding external and internal problem, but also failure such as system break down into normal state. To evaluate the proposed approach, through video conference system, we verify an effectiveness of our approach by comparing proposed approach's self-healing activities with those of the existing approach.

• Journal of Korean Philosophical Society
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• v.105
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• pp.75-94
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• 2008

In philosophy of mind, both reductionism and deflationism claim that the problem of mental causation is overstated, but the reason why they claim that way is quite different. On the one hand, for deflationism, since the problem of mental causation is bogus problem we need to focus on epistemology or scientific explanation rather than metaphysics. On the other hand, although the proponents of nonreductionism seem to think of the principles of causal closure of the physical and causal exclusion proposed by Jaegwon Kim as tenable, they do not go with the reductive approach to the problem of mental causation. Instead they stay with the concept of supervenience to overcome mental causation problem that, reductionists think, leads us to the dilemma situation. Of course, deflationists do not think that supervenience is plausible not as much as supervenience physicalists think that it is. If so, in what way and how do deflationists regard the problem of mental causation as a bogus problem? In this paper, I shall examine the most plausible response to mental causation problem, the contemporary version of mind-body problem by critically discussing and clarifying matters concerning the problem.

• Proceedings of the Korea Contents Association Conference
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• 2016.05a
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• pp.115-116
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• 2016

개방화 및 국제화의 물결과 함께 세계 경제계에서 지배적 지위를 차지하는 거대한 초국적 기업들의 수가 증가하게 되면서, 이들 기업이 환경 파괴, 노사문제, 개발도상국의 빈곤문제에 책임이 있다는 기업의 사회적 책임론(Corporate Social Responsibility: CSR)이 강조되고 있다. 우리나라에서의 CSR활동은 일부 기업에 의해서만 이루지고 있고 분식회계, 환경오염 및 외국인 근로자에 대한 차별대우 등과 같은 법률이나 윤리에 저촉되는 행위들이 거듭되고 있다. 따라서 우리나라 기업들의 CSR에 대한 인식과 활동은 미흡한 면이 있고 이에 대한 개선이 필요하다고 본다.

• Proceedings of the Korean Information Science Society Conference
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• 2003.04d
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• pp.100-102
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• 2003

이동환경의 특성상 대역폭, 지연과 트래픽 등의 제약사항온 항상 존재한다. 기존의 음성위주의 통신이 아닌 통합된 멀티미디어 서비스를 추구하고 있는 현재의 상황에서는 더욱더 큰 문제로 인식된다. 이러한 문제를 해결하기 위해서 캐슁이나 프리페칭은 물론 여러 가지 방법론들이 연구되어왔다. 하지만, 실질적으로 사용자가 원하는 정보를 제공하는데 있어서 많은 한계점이 있다. 따라서, 본 논문에서는 사용자가 가까운 시간 안에 필요로 하는 정보를 미리 가져올 수 있도록 사용자의 이동 속도를 고려한 세그먼트의 계층별 정보를 프리페칭하는 방법을 제시한다. 그 결과, 정보획득의 유연성은 물론 메모리 활용률의 효율성을 향상시킬 수 있다.

• Proceedings of the Korean Society for Cognitive Science Conference
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• 2000.06a
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• pp.323-328
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• 2000

국내에서 영한 자동번역 시스템을 1985 년부터 개발한 지 벌써 15년이 흐르고 있다. 15년의 영한 자동번역 기술개발에도 불구하고 아직도 영한 자동번역 시스템의 번역품질은 40%를 넘지 못하고 있다. 이렇게 번역품질이 낮은 이유는 다음과 같이 요약할 수 있을 것이다. $\textbullet$ 입력문에 대해 파싱할 때 오른쪽 경계를 잘못 인식함으로써 구조적 모호성의 발생문제: 예를 들어 등위 접속절에서 오른쪽 등위절이 등위 접속절에 포함되는 지의 모호성. $\textbullet$ 번역 단위로써 전체 문장을 대상으로 한 번역패턴이 아닌 구나 절과 같은 부분적인 번역패턴으로 인한 문장 전체의 번역 결과 발생. $\textbullet$ 점차 증가하는 대용량 번역지식의 구축과 관련해 새로 구축되는 번역 지식과 기구축된 대용량 번역지식들 간의 상호 충돌로 인한 번역 품질의 저하. 이러한 심각한 원인들을 극복하기 위해 본 논문에서는 문틀에 기반한 새로운 영한 자동번역 방법론을 소개하고자 한다. 이 문틀에 기반한 영한 자동번역 방법론은 현재 CNN 뉴스 방송 자막을 대상으로 한 영한 자동번역 시스템에서 실제 활용되고 있다. 이 방법론은 기본적으로 data-driven 방법론에 속한다. 문틀기반 자동번역 방법론은 규칙기반 자동번역 방법론보다는 낮은 단계에서 예제 기반 자동번역 방법론 보다는 높은 단계에서 번역을 하는 번역방법론이다. 이 방법론은 영한 자동번역에 뿐만 아니라 다른 언어쌍의 번역에서도 적용할 수 있을 것이다.