• 제목/요약/키워드: Knowledge Evolution

검색결과 263건 처리시간 0.028초

Network Intrusion Detection Based on Directed Acyclic Graph and Belief Rule Base

  • Zhang, Bang-Cheng;Hu, Guan-Yu;Zhou, Zhi-Jie;Zhang, You-Min;Qiao, Pei-Li;Chang, Lei-Lei
    • ETRI Journal
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    • 제39권4호
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    • pp.592-604
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    • 2017
  • Intrusion detection is very important for network situation awareness. While a few methods have been proposed to detect network intrusion, they cannot directly and effectively utilize semi-quantitative information consisting of expert knowledge and quantitative data. Hence, this paper proposes a new detection model based on a directed acyclic graph (DAG) and a belief rule base (BRB). In the proposed model, called DAG-BRB, the DAG is employed to construct a multi-layered BRB model that can avoid explosion of combinations of rule number because of a large number of types of intrusion. To obtain the optimal parameters of the DAG-BRB model, an improved constraint covariance matrix adaption evolution strategy (CMA-ES) is developed that can effectively solve the constraint problem in the BRB. A case study was used to test the efficiency of the proposed DAG-BRB. The results showed that compared with other detection models, the DAG-BRB model has a higher detection rate and can be used in real networks.

Organizational Behavior of Established Firms to a Disruptive Innovation : The Case of NEC's Behavior in the Japanese Laptop Computer Industry

  • Wi Jong-Hyun
    • 기술혁신연구
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    • 제14권2호
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    • pp.29-48
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    • 2006
  • This paper analyzes organizational behavior of an established firm when disruptive innovation, a change in product architecture, occurs on a previous product. For the analysis, the paper analyzes and compares the behavior of an established fm through product trajectories between NEC (an established firm) and Toshiba (a new entrance) in the Japanese laptop computers industry. An established firm that has developed and produced a previous product is difficult in adapting to a disruptive innovation due to accumulated immense knowledge through a previous product. By using regression model in the product trajectory analysis, the paper analyzes the behavior of established firms. Product trajectory means a pattern of product strategy shown in a series of products. Two facts found in the paper are as follows. First, though NEC was able to develop a laptop computer at the same time with Toshiba, it was restricted by the resources of a previous product in the early stage. Second, possibility of teaming trap in the adapting process was found. The paper found the risk that too much commitment in one evolution stage would prohibit the adapting behavior in the next evolution stage.

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정신 건강 이해력 이해하기: 개념과 최신연구동향 (Understanding Mental Health Literacy)

  • 신용욱
    • 대한불안의학회지
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    • 제19권2호
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    • pp.48-55
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    • 2023
  • Objective : This study aims to investigate the concept of mental health literacy, its evolution, and its significance in modern healthcare practices. Methods : This paper reviews the evolution of mental health literacy, examining pertinent studies both within the country and internationally. It also addresses the limitations and challenges associated with mental health diagnoses. Results : Findings from various studies indicate that public awareness and recognition of mental health issues are generally inadequate. Identified causes of mental health conditions by study participants point to personal and societal influences, while biological factors are frequently neglected. In South Korea, there is a notable preference for non-professional support over psychiatric interventions. Conclusion : This study highlights the growing importance of mental health literacy in today's society, emphasizing the need for accurate understanding of mental health issues and effective treatment approaches. Similar to physical health literacy, mental health literacy should be considered a basic human right. This perspective marks a shift from a knowledge monopoly held by experts to the inclusion and active involvement of 'people with lived experience' in the mental health service system.

An Analysis of Structural Features, Contents, and Cognitive Levels of Questions of Korea and Secondary Textbooks in the Evolution Unit

  • Park, Sung-Il;Kang, Nam-Ha
    • 한국과학교육학회지
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    • 제28권7호
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    • pp.697-712
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    • 2008
  • The purpose of this study was to seek strengths and weaknesses from analyzing Korea and U.S. science textbooks in terms of general structural features, contents, cognitive levels of questions and the purpose of questions used in science textbooks. This provided insight into improvement of textbooks that can effectively assist teaching and learning. To investigate organization of unit in textbooks in-depth, the evolution unit was selected and scrutinized as one example. The results showed that the number of pages, activities, vocabulary words, and vocabulary lists are considerably different between Korean and the U.S. Commonly, U.S. textbooks were more laden with information and lacking in coherence than those of the Korean textbooks. The findings on the cognitive levels of questions showed that the majority of questions in both nations are concerned with knowledge. However, the difference between the two nations is great in the ratios of analysis, synthesis, and evaluation questions. Questions are concentrated in review section (45% of Korean and 60.6% of U.S.) in textbooks. It suggested that well-planned questions in a review section can provide the basic guidance for strength in a science classroom.

Quantitative Morphology of High-Redshift Galaxies Using GALEX Ultraviolet Images of Nearby Galaxies

  • Yeom, Bum-Suk;Rey, Soo-Chang;Kim, Youngkwang;Lee, Youngdae;Chung, Jiwon;Kim, Suk;Lee, Woong
    • Journal of Astronomy and Space Sciences
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    • 제34권3호
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    • pp.183-197
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    • 2017
  • We present simulations of the optical-band images of high-redshift galaxies utilizing 845 near-ultraviolet (NUV) images of nearby galaxies obtained through the Galaxy Evolution Explorer (GALEX). We compute the concentration (C), asymmetry (A), Gini (G), and $M_{20}$ parameters of the GALEX NUV/Sloan Digital Sky Survey r-band images at z ~ 0 and their artificially redshifted optical images at z = 0.9 and 1.6 in order to quantify the morphology of galaxies at local and high redshifts. The morphological properties of nearby galaxies in the NUV are presented using a combination of morphological parameters, in which early-type galaxies are well separated from late-type galaxies in the $G-M_{20}$, $C-M_{20}$, A-C, and $A-M_{20}$ planes. Based on the distribution of galaxies in the A-C and $G-M_{20}$ planes, we examine the morphological K-correction (i.e., cosmological distance effect and bandshift effect). The cosmological distance effect on the quantitative morphological parameters is found to be significant for early-type galaxies, while late-type galaxies are more greatly affected by the bandshift effect. Knowledge of the morphological K-correction will set the foundation for forthcoming studies on understanding the quantitative assessment of galaxy evolution.

트리플 힐릭스 공간 구축을 통한 클러스터의 경로파괴적 진화: 미국 리서치트라이앵글파크 사례 (Sustaining Cluster Evolution through Building the Triple-Helix Spaces: The Case of the Research Triangle Park, USA)

  • 이종호;이철우
    • 한국경제지리학회지
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    • 제17권2호
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    • pp.249-263
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    • 2014
  • 1950년대에 조성된 RTP는 계획적으로 조성된 첨단 산-학 복합단지임과 동시에 외생적 발전 전략으로 클러스터 기반을 구축한 후, 성장 과정에서 내생적 발전 역량을 갖추게 된 흥미로운 사례이다. 본 논문에서는 외생적 발전 전략에 의해 계획적으로 조성된 RTP가 어떻게 성공적인 진화 경로를 밟게 되었는지, 그 과정과 요인을 트리플 힐릭스 공간의 구축 과정을 통해 분석하였다. RTP의 클러스터 형성 초기에는 지식 공간의 존재와 역할이 중요했으나, RTP의 고도성장기에 지식 공간이 미친 영향은 상대적으로 미흡했다. 반면에, NC 과학기술위원회는 트리플 힐릭스 합의 공간으로서, RTP의 조성단계에서부터 지금까지 클러스터의 경로파괴적 진화를 견인한 핵심 주체라고 할 수 있다. 그리고 RTP의 지속적 진화 과정에는 노스캐롤라이나 생명공학연구센터(NCBC)와 노스캐롤라이나 마이크로일렉트릭센터(MCNC) 등과 같은 혁신 공간은 클러스터의 트리플 힐릭스 상호작용을 유발하는 핵심 중개기관의 역할을 수행했다. 오늘날, RTP에는 합의 공간을 중심으로 지식 공간과 혁신 공간이 연계되는 구조를 통해 트리플 힐릭스 공간이 구축되어 있으며, 이를 통해 기존 산업 생태계의 역동성을 유지하면서도 새로운 산업 생태계가 성장하는 이른바 역동적 진화 구조를 나타내고 있다.

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기술사업화를 위한 연구개발센터의 역할 : 개발도상국의 사례 및 시사점 (The Role of R&D Center for Technology Commercialization : The Case and Implication to The Developing Country)

  • 김종진;최종인
    • 벤처창업연구
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    • 제9권4호
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    • pp.27-39
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    • 2014
  • 기술사업화를 위한 연구개발 센터 조직은 크게 세 가지 단계로 구분된다. 첫째는 산업계의 문제를 해결하는 역량을 개발하는 것이며, 둘째는 선진국을 따라잡기 위해 수입된 기술을 창조적 모방을 통해 개발하는 것이다. 셋째 단계는 선진화된 지식창조 역량을 습득하는 것이다. 따라서 센터의 조직은 대학과 정부의 발전전략과 잘 연계되어야 한다. 본 연구는 개발도상국에게 연구센터의 개발을 통해 경제개발과 관련된 관리적 시사점을 제공하고 있다. 사례연구로 든 카자흐스탄의 경우 산업계 문제해결 단계인 첫 번째 단계에서 센터는 기술과 인적자원 측면에서 인프라구조를 구축한다. 두 번째 단계는 지식 역량을 구축하는 것으로 중앙 아시아에서 주요 산업 연구개발 허브로서의 역할을 하는 것이다. 셋째 단계에서는 센터가 선진화된 지식을 구축하여 세계수준의 지식센터를 만드는 것이다. 이같은 점에서 연구개발과 사업화 센터의 진화는 센터의 서비스 형태에 따라 다르게 나타나야 할 것이다.

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신규 제품아키텍처 개발을 위한 기업조직의 설계: PDA 개발에 있어 샤프와 카시오의 개발조직 비교 분석 (Organizational Design for New Product Architecture Development: Comparative Analysis of Sharp and Casio on PDA Development)

  • 위정현
    • 기술혁신연구
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    • 제14권1호
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    • pp.1-30
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    • 2006
  • The purpose of this paper is to analyze the organizational design and management of product development in creating new product architecture by an established firm. For the purpose, the paper put up the organizational design in the process of PDA(Personal Digital Assistant) development of Sharp and Casio which were Japanese major PDA firms in 1990s. PDA is the product born through architectural change from Electronic Organizer. Prior research on the product architecture change and organizational adaptation emphasized that an established firm is difficult to adapt to new product architecture due to the restriction of prior technology or organizational inertia. For overcoming these problems and successful development of new product architecture, organizational design and management in the process of product development becomes essential. In case of Sharp, corporate development project team had been used to overcome the restrictions from architectural knowledge accumulated through previous product. After launching first new PDA by corporate development project team, Sharp created a new division and pushed an evolution of PDA, when new PDA market start to grow up rapidly toward a major market segmentation. As a result, Sharp was able to build up stable PDA project trajectory. However, Casio was late for three years in launching of new PDA architecture because previous division charging of Electronic Organizer tried to develop first new PDA. Casio's PDA development was prohibited by engineers of previous division because new PDA architecture was inferior on user interface and display definition. That is, Casio's first PDA development was restricted by architectural knowledge of previous product.

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신규제품 아키텍처 개발을 위한 기업조직의 설계 -PDA 개발에 있어 샤프와 카시오의 개발조직 비교 분석-

  • 위정현
    • 기술경영경제학회:학술대회논문집
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    • 기술경영경제학회 2005년도 27회 하계학술발표회 논문집
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    • pp.44-68
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    • 2005
  • The purpose of this paper is to analyze the organizational design and management of product development in creating new product architecture by an established firm. For the purpose, the paper put up the organizational design in the process of PDA(Personal Digital Assistant) development of Sharp and Casio which were Japanese major PDA firms in 1990s. PDA is the product born through architectural change from Electronic Organizer. Prior research on the product architecture change and organizational adaptation emphasized that an established firm is difficult to adapt to new product architecture due to the restriction of prior technology or organizational inertia. For overcoming these problems and successful development of new product architecture, organizational design and management in the process of product development becomes essential. In case of Sharp, corporate development project team had been used to overcome the restrictions from architectural knowledge accumulated through previous product. After launching first new PDA by corporate development project team, Sharp created a new division and pushed an evolution of PDA, when new PDA market start to grow up rapidly toward a major market segmentation. As a result, Sharp was able to build up stable PDA project trajectory. However, Casio was late for three years in launching of new PDA architecture because previous division charging of Electronic Organizer tried to develop first new PDA. Casio's PDA development was prohibited by engineers of previous division because new PDA architecture was inferior on user interface and display definition. That is, Casio's first PDA development was restricted by architectural knowledge of previous product.

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소셜네트워크서비스(SNS)에서 재미진화모형 (Fun Evolution Model for Social Network Services(SNS))

  • 권순재;고동우
    • 지식경영연구
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    • 제14권5호
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    • pp.151-176
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    • 2013
  • 소셜네트워크 서비스(SNS)를 사용하는 이유는 무엇일까? 게임, 정보의 검색, 시간 보내기, 단순한 반복적인 습관 등 다양한 이유가 있을 수 있겠지만, 가장 공통적인 이유는 재미(fun)이다. 그렇다면 사용자들이 SNS를 이용하면서 느끼는 재미의 개념은 무엇이며 이러한 재미는 어떻게 이루어져 있는가? 라는 의문을 갖게 된다. 재미 현상을 이해하는 것이야말로 SNS현상의 본질을 이해하는 것이 될 것이며, 향후 개발되는 SNS의 많은 부분을 보다 재미있게 만드는데 필요한 단초를 제공할 수 있다는 점에서 매우 중요하다. 이에 본 연구에서는 (1)SNS 사용자들이 어떤 종류의 재미를 느끼는지를 살펴보고, (2)재미를 구하기 위하여 어떤 행동을 하는지를 고찰하였다. 또한, (3)이러한 행동을 체계적인 설명을 위하여 SNS에서 재미를 구하는 가치 양식이 어떻게 달라지는지를 하나의 모형(재미진화모형)으로 제시하였다. 재미진화모형은 보기(seeing), 가지기(having), 하기(doing), 되기(being)4가지 단계로 이루어지며, 각 단계로 진행되면서 몰입(commitment)는 커지게 된다. 보기단계에서는 사실 모든 SNS 행동에서 사람들은 가장 먼저 "보는 것"을 통해 재미를 느낀다. 가지기(having) 단계에서는 보는 것만으로 재미를 지속하기는 어려우며, 정상적인 경우 일정기간이 지나면 그 활동의 구성요소를 소유하고 싶어한다. 하기(doing) 단계에서는 가지기의 재미는 다시 발전하여 그 활동과 직접 관련된 행동으로 나타난다. 마지막으로 되기(being) 단계에서 동일시 과정이 발전하면 보다 성숙한 형태의 재미추구 양식이 나타난다.

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