• 제목/요약/키워드: Network effect

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인공 신경망을 이용한 공정고장 진단방법 (A fault diagnosis method using an artificial neural network)

  • 이상규;박선원
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 1990년도 한국자동제어학술회의논문집(국내학술편); KOEX, Seoul; 26-27 Oct. 1990
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    • pp.339-343
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    • 1990
  • This paper describes a neural-network-based methodology for providing a potential solution in the area of process fault diagnosis. The existing neural network for fault diagnosis learn fault node by using pairs of single-symptom-single-cause only. But in real plants, the effect of a fault propagates continuously from it's origin; different sensor values reflect this. In this paper, we suggest a new method which can handle the effect of symptom propagation. The proposed method can find the exact origin of the fault of which the symptom is propagated continuously with time.

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상수관망의 관로파열 영향 해석 (Analysis of Pipe-Burst effect in Water Distribution Network)

  • 박재홍
    • 한국수자원학회논문집
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    • 제35권6호
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    • pp.665-675
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    • 2002
  • 상수관망에서 관로파열을 예측하고 파열영향을 감소시키는 작업은 관망의 신뢰도와 밀접한 관계가 있다. 기존의 상수관망의 설계에서는 관로의 배치 및 각 관로에 대한 수리학적 능력 및 파열에 대한 영향이 고려되지 않았다. 본 연구에서는 도학을 이용하여 상수관망의 기하학적 구성상태에 따른 관로 파열에 대한 영향을 예측하고 영향을 감소시켜 상수관망의 신뢰도를 증가시킬 수 있는 방법을 제시하였다. 기존의 상수관망은 폐합관로를 이루고 있지만 특정관로가 파열되었을 경우 적정한 유량공급이 불가능하여 관망의 대부분의 절점에 심각한 수두감소와 같은 부작용이 발생할 수 있었다. 본 연구에서 개발된 관로파괴 영향해석 기법을 이용하여 관망 설계시 적절한 관경 및 관로를 배치를 구성하여 관로 파괴시 발생하는 수요절점에서의 극단적인 수두감소를 극복할 수 있었고 사용자들에게 안정적인 유량공급이 가능하여 보다 신뢰성 있는 상수관망 시스템이 될 수 있었다.

Re-examining Network Market Strategies from the Perspective of the Local Network: Market Competition between Incompatible Technologies

  • Choi, Han-Nool;Lee, Byung-Tae
    • 한국경영과학회:학술대회논문집
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    • 한국경영과학회 2005년도 추계학술대회 및 정기총회
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    • pp.189-206
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    • 2005
  • Much of work on network externality assumed network effects are dependent on the network size. Therefore, very little consideration is given to the view that marginal benefits from joining the network may not increase with the network size if consumer benefits come from the direct interaction with neighbors, namely local network. In this study, we used the agent-based simulation method to reexamine the effectiveness of the traditional network market strategy under the presence of the local network where two incompatible technologies compete. We found that the strategy of growing an initial customer base is not effective under the presence of the local network. Our study also showed that targeting customers based on their technology Preference is not as effective as targeting customers within the same local network. As a result, the focus of a network market strategy should be directed to taking advantage of the customer network.

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개인의 업무 네트워크 특성에 따른 동시적 CMC의 영향 : 매체 동시성 이론 관점 (The Effect of Synchronous CMC Technology by Task Network: A Perspective of Media Synchronicity Theory)

  • 김민수;박철우;양희동
    • Asia pacific journal of information systems
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    • 제18권3호
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    • pp.21-43
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    • 2008
  • The task network which is formed of different individuals can be recognized as a social network. Therefore, the way to communicate with people inside or outside the network has considerable influence on their outcome. Moreover, the position on which a member stands in a network shows the different effects of the information systems supporting communication with others. In this paper, it is to be studied how personal CMC (computer-mediated communication) tools affect the mission that those who work for a network perform through diverse task networks. Especially, we focused on synchronicity of CMC. On this score, the perspective of Media Synchronicity Theory was taken that had been suggested by criticizing Media Richness Theory. It is the objective, from this perspective, to find which characteristics of networks make the value of IT supporting synchronicity high. In the research trends of social networks, there have been two traditional perspectives to explain the effect of network: embeddedness and diversity ones. These differ from the aspect which type of social network can provide much more economic benefits. As similar studies have been reported by various researchers, these are also divided into the bonding and bridging views which are based on internal and external tie, respectively, Size, density, and centrality were measured as the characteristics of personal task networks. Size means the level of relationship between members. It is the total number of other colleagues who work with a specific member for a certain project. It means, the larger the size of task network, the more the number of coworkers who interact each other through the job. Density is the ratio of the number of relationships arranged actually to the total number of available ones. In an ego-centered network, it is defined as the ratio of the number of relationship made really to the total number of possible ones between members who are actually involved each other. The higher the level of density, the larger the number of projects on which the members collaborate. Centrality means that his/her position is on the exact center of whole network. There are several methods to measure it. In this research, betweenness centrality was adopted among them. It is measured by the position on which one member stands between others in a network. The determinant to raise its level is the shortest geodesic that represents the shortest distance between members. Centrality also indicates the level of role as a broker among others. To verify the hypotheses, we interviewed and surveyed a group of employees of a nationwide financial organization in which a groupware system is used. They were questioned about two CMC applications: MSN with a higher level of synchronicity and email with a lower one. As a result, the larger the size of his/her own task network, the smaller its density and the higher the level of his/her centrality, the higher the level of the effect using the task network with CMC tools. Above all, this positive effect is verified to be much more produced while using CMC applications with higher-level synchronicity. Among the a variety of situations under which the use of CMC gives more benefits, this research is considered as one of rare cases regarding the characteristics of task network as moderators by focusing ITs for the operation of his/her own task network. It is another contribution of this research to prove empirically that the values of information system depend on the social, or comparative, characteristic of time. Though the same amount of time is shared, the social characteristics of users change its value. In addition, it is significant to examine empirically that the ITs with higher-level synchronicity have the positive effect on productivity. Many businesses are worried about the negative effect of synchronous ITs, for their employees are likely to use them for personal social activities. However. this research can help to dismiss the concern against CMC tools.

소셜네트워크분석 접근법을 활용한 글로벌 금융시장 네트워크 분석 (Investigating the Global Financial Markets from a Social Network Analysis Perspective)

  • 김대식;곽기영
    • 한국경영과학회지
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    • 제38권4호
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    • pp.11-33
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    • 2013
  • We analyzed the structures and properties of the global financial market networks using social network analysis approach. The Minimum Spanning Tree (MST) lengths and networks of the global financial markets based on the correlation coefficients have been analyzed. Firstly, similar to the previous studies on the global stock indices using MST length, the diversification effects in the global multi-asset portfolio can disappear during the crisis as the correlations among the asset class and within the asset class increase due to the system risks. Second, through the network visualization, we found the clustering of the asset class in the global financial markets network, which confirms the possible diversification effect in the global multi-asset portfolio. Meanwhile, we found the changes in the structure of the network during the crisis. For the last one, in terms of the degree centrality, the stock indices were the most influential to other assets in the global financial markets network, while in terms of the betweenness centrality, Gold, Silver and AUD. In the practical perspective, we propose the methods such as MST length and network visualization to monitor the change of the correlation risk for the risk management of the multi-asset portfolio.

정체성과 개방성이 소셜 네트워크 서비스 사용의도에 미치는 영향 : 친밀감 대인관계 과정 모델을 중심으로 (The Influences of Identity and Disclosure on Use Intentions in Social Network Services: Focusing on Interpersonal Process Model of Intimacy)

  • 전유희;이대용;정남호;구철모
    • 지식경영연구
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    • 제15권2호
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    • pp.1-21
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    • 2014
  • In this study we adopted Interpersonal Process Model of Intimacy to study SNS use intention. First, we investigated the effects of personal identity, social identity and intimacy. Second, we tested the influences of self-disclosure, partner disclosure on perceived partner responsiveness. Third, we measured the relationship between perceived partner responsiveness and intimacy. Lastly, we investigated the effects of intimacy, perceived partner responsiveness and use intention. A total of 232 final respondents were collected from users of Social Network Services in 2011. The results revealed several important findings. First, we found that social identity had a significant and positive effect on intimacy. However, personal identity showed insignificant effect toward intimacy. Moreover, self-disclosure and partner disclosure had a positive effects on perceived partner responsiveness. perceived partner responsiveness showed a positive effect on both intimacy and use intention. Lastly, intimacy had significant effect on use intention.

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고객이 지각하는 브랜드 진정성이 브랜드 신뢰 및 브랜드 충성도에 미치는 영향- 네트워크 프랜차이즈 치과 클리닉을 중심으로 - (The Effect of Brand Authenticity Perceived by Customer on Brand Trust and Brand Loyalty - Focusing on Network Franchise Dental Clinic's in Medical -)

  • 양정화;김세범
    • 한국병원경영학회지
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    • 제20권3호
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    • pp.1-12
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    • 2015
  • The objective of this study is to analyze the effects of brand authenticity on brand trust and the effect of brand trust on brand loyalty in case of network franchise dental clinics. To achieve this objective, 300 dental customers were surveyed in Seoul and Gyeonggi province. Of these, 267 respondents were used for the analysis. The research results show that communication authenticity, advertising truthfulness, employee authenticity had positive effect on brand trust. and brand trust have positive effect on brand loyalty.

무선통신기술의 진화: 무선통신산업 경쟁하의 기술 경로 탐색 (Evolution of Wireless Technologies: Exploring the Technology Trajectory in Competitive Wireless Industry)

  • 김학주
    • 경영정보학연구
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    • 제13권2호
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    • pp.43-54
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    • 2011
  • 이 논문은 무선통신 산업에 있어서 경쟁하의 무선통신기술의 진화 경로를 밝히고자 하였습니다. 저자는 과거 자료를 분석하기위해 로가렛분석(Loglet Analysis) 기법을 도입하였습니다. 초기 연구결과는 기술경로상에서 네트워크 효과와 대체효과가 존재한다는 것입니다. 이 논문의 결과는 무선통신 서비스 사업자에게 그들의 네트워크에서 이익을 최대화할 수 있는 방향과 차세대 무선통신기술 이전 전략을 수립하는데 이용될 수 있을 것입니다.

수도권 지하철 네트워크 확장이 아파트 월세 가격에 미치는 영향 분석 - 수정반복매매모형을 중심으로 - (The Dynamic Effects of Subway Network Expansion on Housing Rental Prices Using a Modified Repeat Sales Model)

  • 김효정;이창무;이지수;김민영;류태현;신혜영;김지연
    • 지적과 국토정보
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    • 제51권2호
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    • pp.125-139
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    • 2021
  • 수도권 지하철 노선확장 사업을 통해 수도권 거주민의 대중교퉁 접근성은 지속적으로 향상되고 있다. 이러한 대중교통 접근성은 주거지 선택 시 가장 중요한 요소 중 하나로 지하철 노선확장에 따른 접근성 향상이 주택가격에 미치는 영향을 정량적으로 추정하는 것은 주택정책에 있어 중요하다. 이 연구는 노선신설에 따라 최근접 지하철역의 변화없이 발생하는 다른 지하철역까지의 통행시간 단축을 네트워크 확장효과로 정의하고, 이것이 주택가격에 미치는 영향력을 확인하고자 한다. 이를 위해 2012년부터 2018년까지 서울시 아파트 전월세확정신고자료를 이용하여 월세로 전환 후, 수정반복매매모형을 통해 시계열적으로 분석하였다. 그 결과, 기준이 되는 기간(2012~2014년)에 비해 비교기간 (2017~2018년)에 네트워크 확장효과가 서울시 아파트 월세가격에 미치는 영향력이 상대적으로 더 증가했으며, 이는 지하철 네트워크 확장효과가 주택의 임대료 형성에 유의미한 영향을 미친다는 것을 시사한다. 또한, 분석과정에서 네트워크 확장효과의 상하위 아파트 그룹을 비교한 결과, 네트워크 확장 효과 하위그룹보다 상위그룹에서 영향력의 상승폭이 상대적으로 컸으며, 이를통해 네트워크 확장 효과의 정도에 따라 주택의 가치에 자본화되는 수준도 다르다는 것을 확인할 수 있었다.

How Network Structure Impacts Firm Performance: The Moderating Effect of Network Openness and Interfirm Governance

  • Kim, Kyunghee;Kim, Jeongtae;Min, Junhong;Ryu, Sungmin
    • Asia Marketing Journal
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    • 제19권1호
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    • pp.19-34
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    • 2017
  • Despite the importance of the impact of network structure on the relationships between firms and firm performance, few studies have investigated these effects. This study investigates how network openness influences the relationships between TSI, opportunism, technological uncertainty, and supplier performance. We also try to figure out how network openness functions as a governance mechanism.